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Datasets:
imageomics
/
Heliconius-Collection_Cambridge-Butterfly

Tasks:
Image Classification
Modalities:
Image
Tabular
Text
Formats:
csv
Languages:
English
Size:
10K - 100K
Tags:
butterfly
heliconius
dorsal
ventral
RGB
full body
DOI:
Libraries:
Datasets
pandas
Dataset card Viewer Files Community
8
egrace479 commited on
Commit
3e4f1f2
•
1 Parent(s): ff1996f

Update master files entries labeled only to genus level.

Browse files

Standardized to Genus sp., Unknown and non-butterfly genus removed.

Files changed (7) hide show
  1. Jiggins_Heliconius_Master.csv +2 -2
  2. Jiggins_Zenodo_Img_Master.csv +2 -2
  3. Jiggins_Zenodo_dorsal_Img_Master.csv +46 -57
  4. README.md +9 -7
  5. deduplication_process/README.md +2 -2
  6. metadata/Missing_taxa_download.csv +23 -0
  7. notebooks/Data-gen-1-2.ipynb +666 -57
Jiggins_Heliconius_Master.csv CHANGED
@@ -1,3 +1,3 @@
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- size 13499281
 
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  version https://git-lfs.github.com/spec/v1
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+ oid sha256:d7116b8aa211d770eb64787fe8c605f926db493bd47e8ea9957177efa18aa75e
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+ size 13499313
Jiggins_Zenodo_Img_Master.csv CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
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- oid sha256:a756b740df2c7473d273cb1bd31b803f6c75345e3d26cf5261393f5591b38807
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- size 16455172
 
1
  version https://git-lfs.github.com/spec/v1
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+ oid sha256:a43867adb30f411fcaf663ba8a43e15e2b13a458a8602b9bcd29b5f7e4149b21
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+ size 16448423
Jiggins_Zenodo_dorsal_Img_Master.csv CHANGED
@@ -2668,14 +2668,14 @@ CAM008111,8680,CAM008111_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.
2668
  CAM008112,8682,CAM008112_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,112",Godyris sp.,"Pedro Vicente Maldonado,",,,,13/05/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 111,,,,,Female,wild,jpg,2684906,Godyris sp.,,Godyris,https://zenodo.org/record/2684906/files/CAM008112_d.JPG,,8682_CAM008112_d.JPG,images/Godyris sp./8682_CAM008112_d.JPG,9212f9ab836de55c76170266a1ec7a05,False
2669
  CAM008113,8684,CAM008113_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,113",Ithomia sp.,"Pedro Vicente Maldonado,",,,,13/05/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 111,,,,,Male,wild,jpg,2684906,Ithomia sp.,,Ithomia,https://zenodo.org/record/2684906/files/CAM008113_d.JPG,,8684_CAM008113_d.JPG,images/Ithomia sp./8684_CAM008113_d.JPG,a3b2972d10e597a00dbe84779d2912a5,False
2670
  CAM008115,8686,CAM008115_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,115",Aeria eurimedia,Alluriquin,,,,15/05/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 111,,,,,Female,wild,jpg,2684906,Aeria eurimedia,,Aeria,https://zenodo.org/record/2684906/files/CAM008115_d.JPG,,8686_CAM008115_d.JPG,images/Aeria eurimedia/8686_CAM008115_d.JPG,cad6c0c9e3d840fb6aa033470abec4db,False
2671
- CAM008116,8688,CAM008116_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,116",Pteronymia,Alluriquin,,,,15/05/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 111,,,,,Female,wild,jpg,2684906,Pteronymia,,Pteronymia,https://zenodo.org/record/2684906/files/CAM008116_d.JPG,,8688_CAM008116_d.JPG,images/Pteronymia/8688_CAM008116_d.JPG,5b9e01e13842647ae467d617f07d543a,False
2672
  CAM008117,8690,CAM008117_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,117",Hypothyris sp.,Alluriquin,,,,15/05/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 111,,,,,Female,wild,jpg,2684906,Hypothyris sp.,,Hypothyris,https://zenodo.org/record/2684906/files/CAM008117_d.JPG,,8690_CAM008117_d.JPG,images/Hypothyris sp./8690_CAM008117_d.JPG,4772f20add57c06e87de25ead9f3b9c1,False
2673
  CAM008118,8692,CAM008118_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,118",Ithomia sp.,Alluriquin,,,,15/05/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 111,,,,,Female,wild,jpg,2684906,Ithomia sp.,,Ithomia,https://zenodo.org/record/2684906/files/CAM008118_d.JPG,,8692_CAM008118_d.JPG,images/Ithomia sp./8692_CAM008118_d.JPG,af744e457d3eb40874eae18a6eacdd34,False
2674
  CAM008119,8694,CAM008119_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,119",Ithomia sp.,Alluriquin,,,,15/05/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 111,,,,,Female,wild,jpg,2684906,Ithomia sp.,,Ithomia,https://zenodo.org/record/2684906/files/CAM008119_d.JPG,,8694_CAM008119_d.JPG,images/Ithomia sp./8694_CAM008119_d.JPG,11038eb870f26e0f2f19e16b1fd38062,False
2675
  CAM008120,8696,CAM008120_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,120",Scada zemira,Alluriquin,,,,15/05/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 111,,,,,Female,wild,jpg,2684906,Scada zemira,,Scada,https://zenodo.org/record/2684906/files/CAM008120_d.JPG,,8696_CAM008120_d.JPG,images/Scada zemira/8696_CAM008120_d.JPG,5d508aec2f795ee5e67fb83db775fbca,False
2676
  CAM008122,8698,CAM008122_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,122",Hypothyris sp.,Alluriquin,,,,15/05/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 111,,,,,Female,wild,jpg,2684906,Hypothyris sp.,,Hypothyris,https://zenodo.org/record/2684906/files/CAM008122_d.JPG,,8698_CAM008122_d.JPG,images/Hypothyris sp./8698_CAM008122_d.JPG,07508dec772aa3d00f94b25da92e821c,False
2677
- CAM008123,8700,CAM008123_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,123",Pteronymia,Alluriquin,,,,15/05/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 111,,,,,Female,wild,jpg,2684906,Pteronymia,,Pteronymia,https://zenodo.org/record/2684906/files/CAM008123_d.JPG,,8700_CAM008123_d.JPG,images/Pteronymia/8700_CAM008123_d.JPG,462fa8e976090f0232c805d0816f4ceb,False
2678
- CAM008124,8702,CAM008124_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,124",Pteronymia,"Bosque Protector La Perla,",,,,16/05/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 111,,,,,Female,wild,jpg,2684906,Pteronymia,,Pteronymia,https://zenodo.org/record/2684906/files/CAM008124_d.JPG,,8702_CAM008124_d.JPG,images/Pteronymia/8702_CAM008124_d.JPG,bbc3df7b1087cf70495e64e8c9bdde56,False
2679
  CAM008126,8704,CAM008126_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,126",Heliconius sapho,"Pedro Vicente Maldonado,",,,,16/05/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 111,,,,,Male,wild,jpg,2684906,Heliconius sapho,,Heliconius,https://zenodo.org/record/2684906/files/CAM008126_d.JPG,,8704_CAM008126_d.JPG,images/Heliconius sapho/8704_CAM008126_d.JPG,21c60a5f085dfe7305f7f8ced3e129c6,False
2680
  CAM008127,8706,CAM008127_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,127",Heliconius atthis,"Pedro Vicente Maldonado,",,,,18/05/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 111,,,,,Male,wild,jpg,2684906,Heliconius atthis,,Heliconius,https://zenodo.org/record/2684906/files/CAM008127_d.JPG,,8706_CAM008127_d.JPG,images/Heliconius atthis/8706_CAM008127_d.JPG,746f1128dc6b22afdd561b022a58f1c1,True
2681
  CAM008127,25267,8127d.jpg,dorsal,Heliconius_wing_old_photos_2001_2019_part1.csv,https://zenodo.org/record/2552371,"8,127",Heliconius atthis,"Pedro Vicente Maldonado,",,,,18/05/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 111,,,,,Male,wild,jpg,2552371,Heliconius atthis,,Heliconius,https://zenodo.org/record/2552371/files/8127d.jpg,,25267_8127d.jpg,images/Heliconius atthis/25267_8127d.jpg,3c8457a5ce3635b7ce790de27d73a8cb,True
@@ -2831,7 +2831,7 @@ CAM008277,8986,CAM008277_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.
2831
  CAM008278,8988,CAM008278_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,278",Greta andromica ssp. andromica,"Cerro Campana,",,,,24/08/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 113,,,,,Female,wild,jpg,2684906,Greta andromica,andromica,Greta,https://zenodo.org/record/2684906/files/CAM008278_d.JPG,non-hybrid,8988_CAM008278_d.JPG,images/Greta andromica ssp. andromica/8988_CAM008278_d.JPG,add07c7a2b33e189dd13edbb111c4293,False
2832
  CAM008279,8990,CAM008279_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,279",Pteronymia lonera,"Cerro Campana,",,,,24/08/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 113,,,,,Female,wild,jpg,2684906,Pteronymia lonera,,Pteronymia,https://zenodo.org/record/2684906/files/CAM008279_d.JPG,,8990_CAM008279_d.JPG,images/Pteronymia lonera/8990_CAM008279_d.JPG,0b032a026358732002ef12c30dafb7a3,False
2833
  CAM008280,8992,CAM008280_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,280",Lycorea cleobaea,"Cerro Campana,",,,,24/08/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 113,,,,,Female,wild,jpg,2684906,Lycorea cleobaea,,Lycorea,https://zenodo.org/record/2684906/files/CAM008280_d.JPG,,8992_CAM008280_d.JPG,images/Lycorea cleobaea/8992_CAM008280_d.JPG,86b461228c9951a706c9ce85ce713f9b,False
2834
- CAM008282,8994,CAM008282_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,282",Pteronymia,"Cerro Campana,",,,,24/08/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 113,,,,,Female,wild,jpg,2684906,Pteronymia,,Pteronymia,https://zenodo.org/record/2684906/files/CAM008282_d.JPG,,8994_CAM008282_d.JPG,images/Pteronymia/8994_CAM008282_d.JPG,fec7fcd319e741f552cc5cb3c3ecc94b,False
2835
  CAM008283,8996,CAM008283_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,283",Hyposcada virginiana,"Cerro Campana,",,,,24/08/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 113,,,,,Female,wild,jpg,2684906,Hyposcada virginiana,,Hyposcada,https://zenodo.org/record/2684906/files/CAM008283_d.JPG,,8996_CAM008283_d.JPG,images/Hyposcada virginiana/8996_CAM008283_d.JPG,ea100aaa0f75352531f533e9087e5137,False
2836
  CAM008284,8998,CAM008284_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,284",Aeria eurimedia,"Cerro Campana,",,,,24/08/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 113,,,,,Male,wild,jpg,2684906,Aeria eurimedia,,Aeria,https://zenodo.org/record/2684906/files/CAM008284_d.JPG,,8998_CAM008284_d.JPG,images/Aeria eurimedia/8998_CAM008284_d.JPG,ef9dcda0b91004ee38646dc1eef1fa00,False
2837
  CAM008285,9000,CAM008285_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,285",Godyris sp.,"Cerro Campana,",,,,24/08/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 113,,,,,Female,wild,jpg,2684906,Godyris sp.,,Godyris,https://zenodo.org/record/2684906/files/CAM008285_d.JPG,,9000_CAM008285_d.JPG,images/Godyris sp./9000_CAM008285_d.JPG,21edd9a39c813846e5db8b313c5fd92e,False
@@ -3508,7 +3508,7 @@ CAM009150,10269,CAM009150_d.JPG,dorsal,CAM.coll.images.batch6.csv,https://zenodo
3508
  CAM009151,10271,CAM009151_d.JPG,dorsal,CAM.coll.images.batch6.csv,https://zenodo.org/record/2686762,"9,151",Hyalyris sp.,"Rio Abanico, Macas",,,,11/12/2006,Heliconiine Butterfly Collection Records from University of Cambridge,Box 33,,,,,Female,wild,jpg,2686762,Hyalyris sp.,,Hyalyris,https://zenodo.org/record/2686762/files/CAM009151_d.JPG,,10271_CAM009151_d.JPG,images/Hyalyris sp./10271_CAM009151_d.JPG,2d45d502928d040d451b5633350b1aad,False
3509
  CAM009152,10273,CAM009152_d.JPG,dorsal,CAM.coll.images.batch6.csv,https://zenodo.org/record/2686762,"9,152",Hyalyris sp.,"Rio Abanico, Macas",,,,11/12/2006,Heliconiine Butterfly Collection Records from University of Cambridge,Box 33,,,,,Male,wild,jpg,2686762,Hyalyris sp.,,Hyalyris,https://zenodo.org/record/2686762/files/CAM009152_d.JPG,,10273_CAM009152_d.JPG,images/Hyalyris sp./10273_CAM009152_d.JPG,8284a05c33d0668e6943bd55ba785467,False
3510
  CAM009153,10275,CAM009153_d.JPG,dorsal,CAM.coll.images.batch6.csv,https://zenodo.org/record/2686762,"9,153",Hyalyris sp.,"Rio Abanico, Macas",,,,11/12/2006,Heliconiine Butterfly Collection Records from University of Cambridge,Box 33,,,,,Male,wild,jpg,2686762,Hyalyris sp.,,Hyalyris,https://zenodo.org/record/2686762/files/CAM009153_d.JPG,,10275_CAM009153_d.JPG,images/Hyalyris sp./10275_CAM009153_d.JPG,02e5bc80f2cc369f048e60f29da10692,False
3511
- CAM009155,10279,CAM009155_d.JPG,dorsal,CAM.coll.images.batch6.csv,https://zenodo.org/record/2686762,"9,155",Pteronymia,"Rio Abanico, Macas",,,,11/12/2006,Heliconiine Butterfly Collection Records from University of Cambridge,Box 33,,,,,Female,wild,jpg,2686762,Pteronymia,,Pteronymia,https://zenodo.org/record/2686762/files/CAM009155_d.JPG,,10279_CAM009155_d.JPG,images/Pteronymia/10279_CAM009155_d.JPG,a31c3126f25ef472f71c1da709e2fdc6,False
3512
  CAM009156,10281,CAM009156_d.JPG,dorsal,CAM.coll.images.batch6.csv,https://zenodo.org/record/2686762,"9,156",Heliconius melpomene ssp. plesseni,"El Topo, Baños - Puyo road,",ERS977705,,,12/12/2006,Heliconiine Butterfly Collection Records from University of Cambridge,Box 33,,,,,Male,wild,jpg,2686762,Heliconius melpomene,plesseni,Heliconius,https://zenodo.org/record/2686762/files/CAM009156_d.JPG,non-hybrid,10281_CAM009156_d.JPG,images/Heliconius melpomene ssp. plesseni/10281_CAM009156_d.JPG,33cf32f1d4c30ad71e544d010b90d0c0,True
3513
  CAM009156,26069,9156_H_m_plesseni_D.JPG.jpg,dorsal,Heliconius_wing_old_photos_2001_2019_part3.csv,https://zenodo.org/record/2553977,"9,156",Heliconius melpomene ssp. plesseni,"El Topo, Baños - Puyo road,",ERS977705,,,12/12/2006,Heliconiine Butterfly Collection Records from University of Cambridge,Box 33,,,,,Male,wild,jpg,2553977,Heliconius melpomene,plesseni,Heliconius,https://zenodo.org/record/2553977/files/9156_H_m_plesseni_D.JPG.jpg,non-hybrid,26069_9156_H_m_plesseni_D.JPG.jpg,images/Heliconius melpomene ssp. plesseni/26069_9156_H_m_plesseni_D.JPG.jpg,e98fe922e09424fd31d3df521472b491,True
3514
  CAM009157,10283,CAM009157_d.JPG,dorsal,CAM.coll.images.batch6.csv,https://zenodo.org/record/2686762,"9,157",Heliconius melpomene ssp. plesseni,"El Topo, Baños - Puyo road,",,,,12/12/2006,Heliconiine Butterfly Collection Records from University of Cambridge,Box 33,,,,,Male,wild,jpg,2686762,Heliconius melpomene,plesseni,Heliconius,https://zenodo.org/record/2686762/files/CAM009157_d.JPG,non-hybrid,10283_CAM009157_d.JPG,images/Heliconius melpomene ssp. plesseni/10283_CAM009157_d.JPG,26ecb3a34ab06a2e55528e6f187ecf4f,False
@@ -10082,7 +10082,6 @@ CAM021007,11452,CAM021007_d.JPG,dorsal,CAM.coll.images.batch7.csv,https://zenodo
10082
  CAM021008,11454,CAM021008_d.JPG,dorsal,CAM.coll.images.batch7.csv,https://zenodo.org/record/2702457,"21,008",Heliconius erato ssp. amalfreda,"Bakhuis-Nickerie Rd, Sipaliwini, Suriname",,,,20/02/2014,Heliconiine Butterfly Collection Records from University of Cambridge,Box 169,,,,,Female,wild,jpg,2702457,Heliconius erato,amalfreda,Heliconius,https://zenodo.org/record/2702457/files/CAM021008_d.JPG,non-hybrid,11454_CAM021008_d.JPG,images/Heliconius erato ssp. amalfreda/11454_CAM021008_d.JPG,a80a6a8bfa9c4def940601779091b65f,False
10083
  CAM021009,11456,CAM021009_d.JPG,dorsal,CAM.coll.images.batch7.csv,https://zenodo.org/record/2702457,"21,009",Dryas iulia,"Van Ams Camp, Bakhuis, Sipaliwini, Suriname",,,,20/02/2014,Heliconiine Butterfly Collection Records from University of Cambridge,Box 169,,,,,Female,wild,jpg,2702457,Dryas iulia,,Dryas,https://zenodo.org/record/2702457/files/CAM021009_d.JPG,,11456_CAM021009_d.JPG,images/Dryas iulia/11456_CAM021009_d.JPG,324749dd4dd0ec13589f39ab928e7f9b,False
10084
  CAM021010,11458,CAM021010_d.JPG,dorsal,CAM.coll.images.batch7.csv,https://zenodo.org/record/2702457,"21,010",Heliconius erato ssp. amalfreda,"Bakhuis-Nickerie Rd, Sipaliwini, Suriname",,,,21/02/2014,Heliconiine Butterfly Collection Records from University of Cambridge,Box 169,,,,,,wild,jpg,2702457,Heliconius erato,amalfreda,Heliconius,https://zenodo.org/record/2702457/files/CAM021010_d.JPG,non-hybrid,11458_CAM021010_d.JPG,images/Heliconius erato ssp. amalfreda/11458_CAM021010_d.JPG,2728cc551f99dc5624a41cfc0ccf2b5d,False
10085
- CAM021011,11460,CAM021011_d.JPG,dorsal,CAM.coll.images.batch7.csv,https://zenodo.org/record/2702457,"21,011",Unknown,"Bakhuis-Nickerie Rd, Sipaliwini, Suriname",,,,21/02/2014,Heliconiine Butterfly Collection Records from University of Cambridge,Box 169,,,,,,wild,jpg,2702457,Unknown,,Unknown,https://zenodo.org/record/2702457/files/CAM021011_d.JPG,,11460_CAM021011_d.JPG,images/Unknown/11460_CAM021011_d.JPG,1da7bda432a4280f7de31929c91da9c0,False
10086
  CAM021012,11462,CAM021012_d.JPG,dorsal,CAM.coll.images.batch7.csv,https://zenodo.org/record/2702457,"21,012",Heliconius ricini,"Bakhuis-Nickerie Rd, Sipaliwini, Suriname",,,,22/02/2014,Heliconiine Butterfly Collection Records from University of Cambridge,Box 169,,,,,,wild,jpg,2702457,Heliconius ricini,,Heliconius,https://zenodo.org/record/2702457/files/CAM021012_d.JPG,,11462_CAM021012_d.JPG,images/Heliconius ricini/11462_CAM021012_d.JPG,59f0ecf972fdfebd57e34f15fd8c29db,False
10087
  CAM021015,11468,CAM021015_d.JPG,dorsal,CAM.coll.images.batch7.csv,https://zenodo.org/record/2702457,"21,015",Perrhybris pamela,"Bakhuis-Nickerie Rd, Sipaliwini, Suriname",,,,21/02/2014,Heliconiine Butterfly Collection Records from University of Cambridge,Box 169,,,,,,wild,jpg,2702457,Perrhybris pamela,,Perrhybris,https://zenodo.org/record/2702457/files/CAM021015_d.JPG,,11468_CAM021015_d.JPG,images/Perrhybris pamela/11468_CAM021015_d.JPG,ff332f9d4bb6c6a944ba5168e73d912d,False
10088
  CAM021017,11472,CAM021017_d.JPG,dorsal,CAM.coll.images.batch7.csv,https://zenodo.org/record/2702457,"21,017",Dryas iulia,"Bakhuis-Nickerie Rd, Sipaliwini, Suriname",,,,,Heliconiine Butterfly Collection Records from University of Cambridge,Box 169,,,,,Female,wild,jpg,2702457,Dryas iulia,,Dryas,https://zenodo.org/record/2702457/files/CAM021017_d.JPG,,11472_CAM021017_d.JPG,images/Dryas iulia/11472_CAM021017_d.JPG,45f7e3e1ab840cb19b59546584075dd7,False
@@ -10201,16 +10200,16 @@ CAM036011,41094,CAM036011_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/55
10201
  CAM036011,41095,CAM036011_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,011",Heliconius melpomene ssp. nanna,Caetes - EC04,,,,12/12/2020,,,,,,,,,jpg,5561246,Heliconius melpomene,nanna,Heliconius,https://zenodo.org/record/5561246/files/CAM036011_d.JPG,non-hybrid,41095_CAM036011_d.JPG,images/Heliconius melpomene ssp. nanna/41095_CAM036011_d.JPG,0415fe5b0a8bb8ecdbe097a6c4e6298e,False
10202
  CAM036012,41098,CAM036012_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,012",Hypothyris ninonia ssp. daetina,Saltinho - RS01,,,,12/12/2020,,,,,,,,,raw,5561246,Hypothyris ninonia,daetina,Hypothyris,https://zenodo.org/record/5561246/files/CAM036012_d.CR2,non-hybrid,41098_CAM036012_d.CR2,images/Hypothyris ninonia ssp. daetina/41098_CAM036012_d.CR2,edf566bad43a06afdb0b79d9bb8650d5,False
10203
  CAM036012,41099,CAM036012_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,012",Hypothyris ninonia ssp. daetina,Saltinho - RS01,,,,12/12/2020,,,,,,,,,jpg,5561246,Hypothyris ninonia,daetina,Hypothyris,https://zenodo.org/record/5561246/files/CAM036012_d.JPG,non-hybrid,41099_CAM036012_d.JPG,images/Hypothyris ninonia ssp. daetina/41099_CAM036012_d.JPG,c85d6709092c6b4e52abf105502ef22c,False
10204
- CAM036013,41102,CAM036013_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,013",Ithomiinae,Saltinho - RS02,,,,12/12/2020,,,,,,,Female,,raw,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036013_d.CR2,,41102_CAM036013_d.CR2,images/Ithomiinae/41102_CAM036013_d.CR2,97305a3699b3e22fcf01053b95c2711c,False
10205
- CAM036013,41103,CAM036013_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,013",Ithomiinae,Saltinho - RS02,,,,12/12/2020,,,,,,,Female,,jpg,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036013_d.JPG,,41103_CAM036013_d.JPG,images/Ithomiinae/41103_CAM036013_d.JPG,dc9005d9df115853cffcca9db0b56afd,False
10206
  CAM036038,41106,CAM036038_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,038",Mechanitis lysimnia ssp. nesaea,Saltinho - RS05,,,,13/12/2020,,,,,,,Female,,raw,5561246,Mechanitis lysimnia,nesaea,Mechanitis,https://zenodo.org/record/5561246/files/CAM036038_d.CR2,non-hybrid,41106_CAM036038_d.CR2,images/Mechanitis lysimnia ssp. nesaea/41106_CAM036038_d.CR2,b8715ce7074ac228de756058bb2bacb1,False
10207
  CAM036038,41107,CAM036038_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,038",Mechanitis lysimnia ssp. nesaea,Saltinho - RS05,,,,13/12/2020,,,,,,,Female,,jpg,5561246,Mechanitis lysimnia,nesaea,Mechanitis,https://zenodo.org/record/5561246/files/CAM036038_d.JPG,non-hybrid,41107_CAM036038_d.JPG,images/Mechanitis lysimnia ssp. nesaea/41107_CAM036038_d.JPG,6ba0722171d2cea864f1364a9a678867,False
10208
- CAM036039,41110,CAM036039_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,039",Ithomiinae,Saltinho - RS07,,,,13/12/2020,,,,,,,,,raw,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036039_d.CR2,,41110_CAM036039_d.CR2,images/Ithomiinae/41110_CAM036039_d.CR2,17a063762fb3c1c2598ac71b8fb375e0,False
10209
- CAM036039,41111,CAM036039_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,039",Ithomiinae,Saltinho - RS07,,,,13/12/2020,,,,,,,,,jpg,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036039_d.JPG,,41111_CAM036039_d.JPG,images/Ithomiinae/41111_CAM036039_d.JPG,60d6bae0256235f45ff46b29d9e678ea,False
10210
  CAM036040,41114,CAM036040_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,040",Mechanitis lysimnia ssp. nesaea,Saltinho - RS08,,,,13/12/2020,,,,,,,Male,,raw,5561246,Mechanitis lysimnia,nesaea,Mechanitis,https://zenodo.org/record/5561246/files/CAM036040_d.CR2,non-hybrid,41114_CAM036040_d.CR2,images/Mechanitis lysimnia ssp. nesaea/41114_CAM036040_d.CR2,fb5a0d563b2ac78c81097183a06f3252,False
10211
  CAM036040,41115,CAM036040_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,040",Mechanitis lysimnia ssp. nesaea,Saltinho - RS08,,,,13/12/2020,,,,,,,Male,,jpg,5561246,Mechanitis lysimnia,nesaea,Mechanitis,https://zenodo.org/record/5561246/files/CAM036040_d.JPG,non-hybrid,41115_CAM036040_d.JPG,images/Mechanitis lysimnia ssp. nesaea/41115_CAM036040_d.JPG,651037297f1a756f24bebe3e20a5d4ce,False
10212
- CAM036041,41118,CAM036041_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,041",Ithomiinae,Saltinho - RS07,,,,13/12/2020,,,,,,,Female,,raw,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036041_d.CR2,,41118_CAM036041_d.CR2,images/Ithomiinae/41118_CAM036041_d.CR2,8bd825d0b15b84f223484a39597dbe53,False
10213
- CAM036041,41119,CAM036041_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,041",Ithomiinae,Saltinho - RS07,,,,13/12/2020,,,,,,,Female,,jpg,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036041_d.JPG,,41119_CAM036041_d.JPG,images/Ithomiinae/41119_CAM036041_d.JPG,752be1149a8fe7f9ba3eff1aee93f25e,False
10214
  CAM036042,41122,CAM036042_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,042",Mechanitis lysimnia ssp. nesaea,Saltinho - RS05,,,,13/12/2020,,,,,,,,,raw,5561246,Mechanitis lysimnia,nesaea,Mechanitis,https://zenodo.org/record/5561246/files/CAM036042_d.CR2,non-hybrid,41122_CAM036042_d.CR2,images/Mechanitis lysimnia ssp. nesaea/41122_CAM036042_d.CR2,87a2470eccb849fade5e48b704b3f817,False
10215
  CAM036042,41123,CAM036042_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,042",Mechanitis lysimnia ssp. nesaea,Saltinho - RS05,,,,13/12/2020,,,,,,,,,jpg,5561246,Mechanitis lysimnia,nesaea,Mechanitis,https://zenodo.org/record/5561246/files/CAM036042_d.JPG,non-hybrid,41123_CAM036042_d.JPG,images/Mechanitis lysimnia ssp. nesaea/41123_CAM036042_d.JPG,1f0080c910cd3e1b34d086dfdcf15da4,False
10216
  CAM036043,41127,CAM036043_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,043",Mechanitis lysimnia ssp. nesaea,Saltinho - RS09,,,,13/12/2020,,,,,,,Female,,jpg,5561246,Mechanitis lysimnia,nesaea,Mechanitis,https://zenodo.org/record/5561246/files/CAM036043_d.JPG,non-hybrid,41127_CAM036043_d.JPG,images/Mechanitis lysimnia ssp. nesaea/41127_CAM036043_d.JPG,159627e6b2d239610db6951a4fcc486a,False
@@ -10219,16 +10218,16 @@ CAM036044,41130,CAM036044_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/55
10219
  CAM036044,41131,CAM036044_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,044",Mechanitis lysimnia ssp. nesaea,Saltinho - RS03,,,,12/12/2020,,,,,,,Female,,jpg,5561246,Mechanitis lysimnia,nesaea,Mechanitis,https://zenodo.org/record/5561246/files/CAM036044_d.JPG,non-hybrid,41131_CAM036044_d.JPG,images/Mechanitis lysimnia ssp. nesaea/41131_CAM036044_d.JPG,bac900228bae0cbdc2be07e109267504,False
10220
  CAM036045,41134,CAM036045_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,045",Heliconius erato ssp. phyllis,Saltinho - RS04,,,,12/12/2020,,,,,,,Female,,raw,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036045_d.CR2,non-hybrid,41134_CAM036045_d.CR2,images/Heliconius erato ssp. phyllis/41134_CAM036045_d.CR2,b4c32670e44fb2fe0ca72caa986da73e,False
10221
  CAM036045,41135,CAM036045_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,045",Heliconius erato ssp. phyllis,Saltinho - RS04,,,,12/12/2020,,,,,,,Female,,jpg,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036045_d.JPG,non-hybrid,41135_CAM036045_d.JPG,images/Heliconius erato ssp. phyllis/41135_CAM036045_d.JPG,e71d476d4ada3978adbcb655e2e261da,False
10222
- CAM036046,41138,CAM036046_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,046",Ithomiinae,Saltinho - RS06,,,,13/12/2020,,,,,,,Male,,raw,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036046_d.CR2,,41138_CAM036046_d.CR2,images/Ithomiinae/41138_CAM036046_d.CR2,f9536fcbd945252eb1e57bd2e382cb6e,False
10223
- CAM036046,41139,CAM036046_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,046",Ithomiinae,Saltinho - RS06,,,,13/12/2020,,,,,,,Male,,jpg,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036046_d.JPG,,41139_CAM036046_d.JPG,images/Ithomiinae/41139_CAM036046_d.JPG,69ee91adc172fe691bd93bf8f7724768,False
10224
- CAM036047,41142,CAM036047_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,047",Ithomiinae,Saltinho - RS06,,,,13/12/2020,,,,,,,Male,,raw,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036047_d.CR2,,41142_CAM036047_d.CR2,images/Ithomiinae/41142_CAM036047_d.CR2,f8f38162f3f92a3bc078884ca4602ee3,False
10225
- CAM036047,41143,CAM036047_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,047",Ithomiinae,Saltinho - RS06,,,,13/12/2020,,,,,,,Male,,jpg,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036047_d.JPG,,41143_CAM036047_d.JPG,images/Ithomiinae/41143_CAM036047_d.JPG,e94d970ef29fef7113d893a2a54219a9,False
10226
  CAM036048,41146,CAM036048_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,048",Heliconius erato ssp. phyllis,Saltinho - RS06,,,,13/12/2020,,,,,,,Male,,raw,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036048_d.CR2,non-hybrid,41146_CAM036048_d.CR2,images/Heliconius erato ssp. phyllis/41146_CAM036048_d.CR2,249eec34aae4d9ad8cd68301292dcdc1,False
10227
  CAM036048,41147,CAM036048_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,048",Heliconius erato ssp. phyllis,Saltinho - RS06,,,,13/12/2020,,,,,,,Male,,jpg,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036048_d.JPG,non-hybrid,41147_CAM036048_d.JPG,images/Heliconius erato ssp. phyllis/41147_CAM036048_d.JPG,49e571be7adab4c647b898eee359728c,False
10228
  CAM036049,41150,CAM036049_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,049",Heliconius erato ssp. phyllis,Saltinho - RS06,,,,13/12/2020,,,,,,,Male,,raw,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036049_d.CR2,non-hybrid,41150_CAM036049_d.CR2,images/Heliconius erato ssp. phyllis/41150_CAM036049_d.CR2,3b8ebf85ebddc764df32125ec11ea170,False
10229
  CAM036049,41151,CAM036049_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,049",Heliconius erato ssp. phyllis,Saltinho - RS06,,,,13/12/2020,,,,,,,Male,,jpg,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036049_d.JPG,non-hybrid,41151_CAM036049_d.JPG,images/Heliconius erato ssp. phyllis/41151_CAM036049_d.JPG,f8efa7d507c882b09c23556197e117b6,False
10230
- CAM036050,41154,CAM036050_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,050",Ithomiinae,Saltinho - RS07,,,,13/12/2020,,,,,,,Male,,raw,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036050_d.CR2,,41154_CAM036050_d.CR2,images/Ithomiinae/41154_CAM036050_d.CR2,e0d5c5c793da43f898567c20884fba0c,False
10231
- CAM036050,41155,CAM036050_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,050",Ithomiinae,Saltinho - RS07,,,,13/12/2020,,,,,,,Male,,jpg,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036050_d.JPG,,41155_CAM036050_d.JPG,images/Ithomiinae/41155_CAM036050_d.JPG,5fae8f87c29be9d70ba37248288ad2d4,False
10232
  CAM036051,41158,CAM036051_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,051",Mechanitis lysimnia ssp. nesaea,Saltinho - RS08,,,,13/12/2020,,,,,,,Female,,raw,5561246,Mechanitis lysimnia,nesaea,Mechanitis,https://zenodo.org/record/5561246/files/CAM036051_d.CR2,non-hybrid,41158_CAM036051_d.CR2,images/Mechanitis lysimnia ssp. nesaea/41158_CAM036051_d.CR2,dafd55cbc283a75cfd2f59c4700a65da,False
10233
  CAM036051,41159,CAM036051_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,051",Mechanitis lysimnia ssp. nesaea,Saltinho - RS08,,,,13/12/2020,,,,,,,Female,,jpg,5561246,Mechanitis lysimnia,nesaea,Mechanitis,https://zenodo.org/record/5561246/files/CAM036051_d.JPG,non-hybrid,41159_CAM036051_d.JPG,images/Mechanitis lysimnia ssp. nesaea/41159_CAM036051_d.JPG,f4050dddd544a3b971e555f41ea7456c,False
10234
  CAM036054,41162,CAM036054_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,054",Mechanitis lysimnia ssp. nesaea,Saltinho - RS10,,,,14/12/2020,,,,,,,,,raw,5561246,Mechanitis lysimnia,nesaea,Mechanitis,https://zenodo.org/record/5561246/files/CAM036054_d.CR2,non-hybrid,41162_CAM036054_d.CR2,images/Mechanitis lysimnia ssp. nesaea/41162_CAM036054_d.CR2,8b328bcf2197816513d1cae3d541e85c,False
@@ -10386,8 +10385,8 @@ CAM036183,41466,CAM036183_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/55
10386
  CAM036183,41467,CAM036183_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,183",Lycorea halia,Guaribas - RG10,,,,20/12/2020,,,,,,,Female,,jpg,5561246,Lycorea halia,,Lycorea,https://zenodo.org/record/5561246/files/CAM036183_d.JPG,,41467_CAM036183_d.JPG,images/Lycorea halia/41467_CAM036183_d.JPG,15ec19a70b220238b5ab5297577fdb75,False
10387
  CAM036184,41470,CAM036184_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,184",Heliconius erato ssp. phyllis,Guaribas - RG10,,,,20/12/2020,,,,,,,Female,,raw,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036184_d.CR2,non-hybrid,41470_CAM036184_d.CR2,images/Heliconius erato ssp. phyllis/41470_CAM036184_d.CR2,f4aff5943debd71ebcc958ed37aee856,False
10388
  CAM036184,41471,CAM036184_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,184",Heliconius erato ssp. phyllis,Guaribas - RG10,,,,20/12/2020,,,,,,,Female,,jpg,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036184_d.JPG,non-hybrid,41471_CAM036184_d.JPG,images/Heliconius erato ssp. phyllis/41471_CAM036184_d.JPG,e069d2f90d4dc25a155e84180f50502c,False
10389
- CAM036185,41474,CAM036185_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,185",Ithomiinae,Guaribas - RG16,,,,20/12/2020,,,,,,,,,raw,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036185_d.CR2,,41474_CAM036185_d.CR2,images/Ithomiinae/41474_CAM036185_d.CR2,770c2a83bf712515149b96f408aa03b2,False
10390
- CAM036185,41475,CAM036185_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,185",Ithomiinae,Guaribas - RG16,,,,20/12/2020,,,,,,,,,jpg,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036185_d.JPG,,41475_CAM036185_d.JPG,images/Ithomiinae/41475_CAM036185_d.JPG,134bc3fe1fb02e35230cb8287b7e0e49,False
10391
  CAM036187,41478,CAM036187_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,187",Heliconius melpomene ssp. nanna,Guaribas - RG10,,,,20/12/2020,,,,,,,Female,,raw,5561246,Heliconius melpomene,nanna,Heliconius,https://zenodo.org/record/5561246/files/CAM036187_d.CR2,non-hybrid,41478_CAM036187_d.CR2,images/Heliconius melpomene ssp. nanna/41478_CAM036187_d.CR2,62a60fbdb659f08755be3d37978933d0,False
10392
  CAM036187,41479,CAM036187_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,187",Heliconius melpomene ssp. nanna,Guaribas - RG10,,,,20/12/2020,,,,,,,Female,,jpg,5561246,Heliconius melpomene,nanna,Heliconius,https://zenodo.org/record/5561246/files/CAM036187_d.JPG,non-hybrid,41479_CAM036187_d.JPG,images/Heliconius melpomene ssp. nanna/41479_CAM036187_d.JPG,f0be629a196a7c0f8035ebf465c705c2,False
10393
  CAM036188,41483,CAM036188_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,188",Heliconius erato ssp. phyllis,Guaribas - RG19,,,,20/12/2020,,,,,,,Female,,jpg,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036188_d.JPG,non-hybrid,41483_CAM036188_d.JPG,images/Heliconius erato ssp. phyllis/41483_CAM036188_d.JPG,0e428e3b86ddcb8bc436e6beec778a32,False
@@ -10516,7 +10515,7 @@ CAM036262,41726,CAM036262_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/55
10516
  CAM036262,41727,CAM036262_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,262",Philaethria dido,Sapiranga - SA09,,,,06/01/2021,,,,,,,,,jpg,5561246,Philaethria dido,,Philaethria,https://zenodo.org/record/5561246/files/CAM036262_d.JPG,,41727_CAM036262_d.JPG,images/Philaethria dido/41727_CAM036262_d.JPG,d72dbed01660d273a52924a08283c1e8,False
10517
  CAM036263,41730,CAM036263_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,263",Philaethria dido,Sapiranga - SA09,,,,06/01/2021,,,,,,,Male,,raw,5561246,Philaethria dido,,Philaethria,https://zenodo.org/record/5561246/files/CAM036263_d.CR2,,41730_CAM036263_d.CR2,images/Philaethria dido/41730_CAM036263_d.CR2,2df241d873aec3fab51ec14c2d367bce,False
10518
  CAM036263,41731,CAM036263_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,263",Philaethria dido,Sapiranga - SA09,,,,06/01/2021,,,,,,,Male,,jpg,5561246,Philaethria dido,,Philaethria,https://zenodo.org/record/5561246/files/CAM036263_d.JPG,,41731_CAM036263_d.JPG,images/Philaethria dido/41731_CAM036263_d.JPG,bc19b9612edaee879d08bf9b99e3e5b1,False
10519
- CAM036264,41734,CAM036264_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,264",Ithomiinae,Sapiranga - SA10,,,,06/01/2021,,,,,,,Female,,raw,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036264_d.CR2,,41734_CAM036264_d.CR2,images/Ithomiinae/41734_CAM036264_d.CR2,629254d5bd8f4f8d97373b9d954cd14d,False
10520
  CAM036270,41738,CAM036270_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,270",Eueides aliphera,Serra Bonita - SB05,,,,08/01/2021,,,,,,,Male,,raw,5561246,Eueides aliphera,,Eueides,https://zenodo.org/record/5561246/files/CAM036270_d.CR2,,41738_CAM036270_d.CR2,images/Eueides aliphera/41738_CAM036270_d.CR2,98102020419da6ee0d3b290a21a00007,False
10521
  CAM036270,41739,CAM036270_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,270",Eueides aliphera,Serra Bonita - SB05,,,,08/01/2021,,,,,,,Male,,jpg,5561246,Eueides aliphera,,Eueides,https://zenodo.org/record/5561246/files/CAM036270_d.JPG,,41739_CAM036270_d.JPG,images/Eueides aliphera/41739_CAM036270_d.JPG,1413b49f52890273f43ff9786aa7d1ee,False
10522
  CAM036271,41742,CAM036271_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,271",Eueides aliphera,Serra Bonita - SB05,,,,08/01/2021,,,,,,,Female,,raw,5561246,Eueides aliphera,,Eueides,https://zenodo.org/record/5561246/files/CAM036271_d.CR2,,41742_CAM036271_d.CR2,images/Eueides aliphera/41742_CAM036271_d.CR2,14998a2dfa11cef899e78ad98187cbc1,False
@@ -10543,18 +10542,18 @@ CAM036282,41782,CAM036282_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/55
10543
  CAM036282,41783,CAM036282_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,282",Melinaea ludovica ssp. paraiya,Serra Bonita - SB06,,,,08/01/2021,,,,,,,,,jpg,5561246,Melinaea ludovica,paraiya,Melinaea,https://zenodo.org/record/5561246/files/CAM036282_d.JPG,non-hybrid,41783_CAM036282_d.JPG,images/Melinaea ludovica ssp. paraiya/41783_CAM036282_d.JPG,19a25c25ad86802046ac24e678c5d040,False
10544
  CAM036283,41786,CAM036283_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,283",Mechanitis lysimnia ssp. lysimnia,Serra Bonita - SB01,,,,08/01/2021,,,,,,,,,raw,5561246,Mechanitis lysimnia,lysimnia,Mechanitis,https://zenodo.org/record/5561246/files/CAM036283_d.CR2,non-hybrid,41786_CAM036283_d.CR2,images/Mechanitis lysimnia ssp. lysimnia/41786_CAM036283_d.CR2,392521e56c0f6cc3093cdb48735df1d8,False
10545
  CAM036283,41787,CAM036283_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,283",Mechanitis lysimnia ssp. lysimnia,Serra Bonita - SB01,,,,08/01/2021,,,,,,,,,jpg,5561246,Mechanitis lysimnia,lysimnia,Mechanitis,https://zenodo.org/record/5561246/files/CAM036283_d.JPG,non-hybrid,41787_CAM036283_d.JPG,images/Mechanitis lysimnia ssp. lysimnia/41787_CAM036283_d.JPG,530b15c605bd33d1b94b98d7240c7fd5,False
10546
- CAM036284,41790,CAM036284_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,284",Ithomiinae,Serra Bonita - SB06,,,,08/01/2021,,,,,,,,,raw,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036284_d.CR2,,41790_CAM036284_d.CR2,images/Ithomiinae/41790_CAM036284_d.CR2,9b9d6c0662908c67f190b303c5ac856b,False
10547
- CAM036284,41791,CAM036284_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,284",Ithomiinae,Serra Bonita - SB06,,,,08/01/2021,,,,,,,,,jpg,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036284_d.JPG,,41791_CAM036284_d.JPG,images/Ithomiinae/41791_CAM036284_d.JPG,14b53672948ab78407d9447739ed49c2,False
10548
- CAM036285,41794,CAM036285_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,285",Ithomiinae,Serra Bonita - SB01,,,,08/01/2021,,,,,,,,,raw,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036285_d.CR2,,41794_CAM036285_d.CR2,images/Ithomiinae/41794_CAM036285_d.CR2,0da0e178d330cd9f7b6e2d79a2912627,False
10549
- CAM036285,41795,CAM036285_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,285",Ithomiinae,Serra Bonita - SB01,,,,08/01/2021,,,,,,,,,jpg,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036285_d.JPG,,41795_CAM036285_d.JPG,images/Ithomiinae/41795_CAM036285_d.JPG,78bb3a915b779067723de2685d4d9be5,False
10550
  CAM036286,41798,CAM036286_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,286",Heterosais edessa,Serra Bonita - SB04,,,,08/01/2021,,,,,,,,,raw,5561246,Heterosais edessa,,Heterosais,https://zenodo.org/record/5561246/files/CAM036286_d.CR2,,41798_CAM036286_d.CR2,images/Heterosais edessa/41798_CAM036286_d.CR2,7ad5f150fa68874f829cfac9be79b19c,False
10551
  CAM036286,41799,CAM036286_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,286",Heterosais edessa,Serra Bonita - SB04,,,,08/01/2021,,,,,,,,,jpg,5561246,Heterosais edessa,,Heterosais,https://zenodo.org/record/5561246/files/CAM036286_d.JPG,,41799_CAM036286_d.JPG,images/Heterosais edessa/41799_CAM036286_d.JPG,eebac78e90a38b66f970ca791e954417,False
10552
- CAM036287,41802,CAM036287_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,287",Ithomiinae,Serra Bonita - SB05,,,,08/01/2021,,,,,,,,,raw,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036287_d.CR2,,41802_CAM036287_d.CR2,images/Ithomiinae/41802_CAM036287_d.CR2,73be90289074e37478bcfd1f7a30ce3d,False
10553
- CAM036287,41803,CAM036287_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,287",Ithomiinae,Serra Bonita - SB05,,,,08/01/2021,,,,,,,,,jpg,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036287_d.JPG,,41803_CAM036287_d.JPG,images/Ithomiinae/41803_CAM036287_d.JPG,db8f525357ee19827148b75c7688a92f,False
10554
- CAM036288,41806,CAM036288_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,288",Ithomiinae,Serra Bonita - SB03,,,,08/01/2021,,,,,,,,,raw,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036288_d.CR2,,41806_CAM036288_d.CR2,images/Ithomiinae/41806_CAM036288_d.CR2,ad5b9e37ef7e3431aeb11a5fe328014f,False
10555
- CAM036288,41807,CAM036288_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,288",Ithomiinae,Serra Bonita - SB03,,,,08/01/2021,,,,,,,,,jpg,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036288_d.JPG,,41807_CAM036288_d.JPG,images/Ithomiinae/41807_CAM036288_d.JPG,9baa1b1d75ffc0f335bcfb9aac064a10,False
10556
- CAM036289,41810,CAM036289_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,289",Ithomiinae,Serra Bonita - SB01,,,,08/01/2021,,,,,,,,,raw,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036289_d.CR2,,41810_CAM036289_d.CR2,images/Ithomiinae/41810_CAM036289_d.CR2,0b915d10e8d81f59894d4733ec76832b,False
10557
- CAM036289,41811,CAM036289_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,289",Ithomiinae,Serra Bonita - SB01,,,,08/01/2021,,,,,,,,,jpg,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036289_d.JPG,,41811_CAM036289_d.JPG,images/Ithomiinae/41811_CAM036289_d.JPG,120f456515fe3af4ff780a29f26d07fe,False
10558
  CAM036290,41814,CAM036290_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,290",Heliconius erato ssp. phyllis,Serra Bonita - SB11,,,,09/01/2021,,,,,,,Male,,raw,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036290_d.CR2,non-hybrid,41814_CAM036290_d.CR2,images/Heliconius erato ssp. phyllis/41814_CAM036290_d.CR2,8578b8a06d42a455d34d8320e43c909d,False
10559
  CAM036290,41815,CAM036290_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,290",Heliconius erato ssp. phyllis,Serra Bonita - SB11,,,,09/01/2021,,,,,,,Male,,jpg,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036290_d.JPG,non-hybrid,41815_CAM036290_d.JPG,images/Heliconius erato ssp. phyllis/41815_CAM036290_d.JPG,ef99f80d99cb4211292290981a61a574,False
10560
  CAM036291,41819,CAM036291_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,291",Heliconius erato ssp. phyllis,Serra Bonita - SB12,,,,09/01/2021,,,,,,,Male,,jpg,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036291_d.JPG,non-hybrid,41819_CAM036291_d.JPG,images/Heliconius erato ssp. phyllis/41819_CAM036291_d.JPG,273ea4f71d4fd064e8d0462e56ff50e5,False
@@ -10581,8 +10580,6 @@ CAM036302,41858,CAM036302_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/55
10581
  CAM036302,41859,CAM036302_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,302",Oleria astrea,Serra Bonita - SB09,,,,09/01/2021,,,,,,,,,jpg,5561246,Oleria astrea,,Oleria,https://zenodo.org/record/5561246/files/CAM036302_d.JPG,,41859_CAM036302_d.JPG,images/Oleria astrea/41859_CAM036302_d.JPG,e564f9ae449273ab90b39d8204771a4c,False
10582
  CAM036303,41862,CAM036303_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,303",Oleria astrea,Serra Bonita - SB09,,,,09/01/2021,,,,,,,,,raw,5561246,Oleria astrea,,Oleria,https://zenodo.org/record/5561246/files/CAM036303_d.CR2,,41862_CAM036303_d.CR2,images/Oleria astrea/41862_CAM036303_d.CR2,580a051c84f61ea0c304a80f1e09424f,False
10583
  CAM036303,41863,CAM036303_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,303",Oleria astrea,Serra Bonita - SB09,,,,09/01/2021,,,,,,,,,jpg,5561246,Oleria astrea,,Oleria,https://zenodo.org/record/5561246/files/CAM036303_d.JPG,,41863_CAM036303_d.JPG,images/Oleria astrea/41863_CAM036303_d.JPG,90cfe0008f758a5090f3c366cb3a2101,False
10584
- CAM036326,41866,CAM036326_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,326",Stratiomyidae,Reserva Serra Bonita - BSF02,,,,10/01/2021,,,,,,,Female,,raw,5561246,Stratiomyidae,,Stratiomyidae,https://zenodo.org/record/5561246/files/CAM036326_d.CR2,,41866_CAM036326_d.CR2,images/Stratiomyidae/41866_CAM036326_d.CR2,4d823bf9308f967d8c1b2ea9325dac1d,False
10585
- CAM036326,41867,CAM036326_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,326",Stratiomyidae,Reserva Serra Bonita - BSF02,,,,10/01/2021,,,,,,,Female,,jpg,5561246,Stratiomyidae,,Stratiomyidae,https://zenodo.org/record/5561246/files/CAM036326_d.JPG,,41867_CAM036326_d.JPG,images/Stratiomyidae/41867_CAM036326_d.JPG,23d2d33583c31c83b3e36563418204b8,False
10586
  CAM036327,41870,CAM036327_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,327",Heliconius erato ssp. phyllis,Serra Bonita - SB14,,,,10/01/2021,,,,,,,Male,,raw,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036327_d.CR2,non-hybrid,41870_CAM036327_d.CR2,images/Heliconius erato ssp. phyllis/41870_CAM036327_d.CR2,fd2285efde6962e6d06cffae609501be,False
10587
  CAM036327,41871,CAM036327_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,327",Heliconius erato ssp. phyllis,Serra Bonita - SB14,,,,10/01/2021,,,,,,,Male,,jpg,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036327_d.JPG,non-hybrid,41871_CAM036327_d.JPG,images/Heliconius erato ssp. phyllis/41871_CAM036327_d.JPG,4e410cf162037a6519127c036a7fbb5c,False
10588
  CAM036328,41874,CAM036328_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,328",Heliconius erato ssp. phyllis,Serra Bonita - SB14,,,,10/01/2021,,,,,,,Female,,raw,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036328_d.CR2,non-hybrid,41874_CAM036328_d.CR2,images/Heliconius erato ssp. phyllis/41874_CAM036328_d.CR2,8fbb0fb1efed8864671c40d1b69154be,False
@@ -10593,12 +10590,10 @@ CAM036330,41882,CAM036330_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/55
10593
  CAM036330,41883,CAM036330_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,330",Heliconius sara,Serra Bonita - SB14,,,,10/01/2021,,,,,,,Female,,jpg,5561246,Heliconius sara,,Heliconius,https://zenodo.org/record/5561246/files/CAM036330_d.JPG,,41883_CAM036330_d.JPG,images/Heliconius sara/41883_CAM036330_d.JPG,5948c078fa6a15cfc5a562751ed41fc0,False
10594
  CAM036331,41887,CAM036331_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,331",Eueides aliphera,Serra Bonita - SB17,,,,10/01/2021,,,,,,,Male,,jpg,5561246,Eueides aliphera,,Eueides,https://zenodo.org/record/5561246/files/CAM036331_d.JPG,,41887_CAM036331_d.JPG,images/Eueides aliphera/41887_CAM036331_d.JPG,272658fac5f020f298bc8875d556d845,False
10595
  CAM036331,41886,CAM036331_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,331",Eueides aliphera,Serra Bonita - SB17,,,,10/01/2021,,,,,,,Male,,raw,5561246,Eueides aliphera,,Eueides,https://zenodo.org/record/5561246/files/CAM036331_d.CR2,,41886_CAM036331_d.CR2,images/Eueides aliphera/41886_CAM036331_d.CR2,03ece951b056d5b2e1ac059b399f5ee7,False
10596
- CAM036333,41891,CAM036333_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,333",Unknown,Serra Bonita - SB15,,,,10/01/2021,,,,,,,,,jpg,5561246,Unknown,,Unknown,https://zenodo.org/record/5561246/files/CAM036333_d.JPG,,41891_CAM036333_d.JPG,images/Unknown/41891_CAM036333_d.JPG,5b7af8631a3e0525c9dd16a27be663be,False
10597
- CAM036333,41890,CAM036333_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,333",Unknown,Serra Bonita - SB15,,,,10/01/2021,,,,,,,,,raw,5561246,Unknown,,Unknown,https://zenodo.org/record/5561246/files/CAM036333_d.CR2,,41890_CAM036333_d.CR2,images/Unknown/41890_CAM036333_d.CR2,2fdeaa8768deeab64a844bf3770e47b4,False
10598
  CAM036334,41894,CAM036334_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,334",Actinote sp.,Serra Bonita - SB14,,,,10/01/2021,,,,,,,Male,,raw,5561246,Actinote sp.,,Actinote,https://zenodo.org/record/5561246/files/CAM036334_d.CR2,,41894_CAM036334_d.CR2,images/Actinote sp./41894_CAM036334_d.CR2,07d17978b40cbc2a72cf1ac17d769ca1,False
10599
  CAM036334,41895,CAM036334_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,334",Actinote sp.,Serra Bonita - SB14,,,,10/01/2021,,,,,,,Male,,jpg,5561246,Actinote sp.,,Actinote,https://zenodo.org/record/5561246/files/CAM036334_d.JPG,,41895_CAM036334_d.JPG,images/Actinote sp./41895_CAM036334_d.JPG,50c8e669b4ae029b2ab0be7ed537c5ea,False
10600
- CAM036335,41898,CAM036335_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,335",Ithomiinae,Serra Bonita - SB15,,,,10/01/2021,,,,,,,Male,,raw,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036335_d.CR2,,41898_CAM036335_d.CR2,images/Ithomiinae/41898_CAM036335_d.CR2,00de3bec2fcd0aea10485af5e449c658,False
10601
- CAM036335,41899,CAM036335_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,335",Ithomiinae,Serra Bonita - SB15,,,,10/01/2021,,,,,,,Male,,jpg,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036335_d.JPG,,41899_CAM036335_d.JPG,images/Ithomiinae/41899_CAM036335_d.JPG,eed570cd0d05eef9821008ae41cefae6,False
10602
  CAM036336,41902,CAM036336_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,336",Hypothyris sp.,Serra Bonita - SB15,,,,10/01/2021,,,,,,,Female,,raw,5561246,Hypothyris sp.,,Hypothyris,https://zenodo.org/record/5561246/files/CAM036336_d.CR2,,41902_CAM036336_d.CR2,images/Hypothyris sp./41902_CAM036336_d.CR2,daea67e0decc713b7ce57d4c2bdfe7c1,False
10603
  CAM036336,41903,CAM036336_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,336",Hypothyris sp.,Serra Bonita - SB15,,,,10/01/2021,,,,,,,Female,,jpg,5561246,Hypothyris sp.,,Hypothyris,https://zenodo.org/record/5561246/files/CAM036336_d.JPG,,41903_CAM036336_d.JPG,images/Hypothyris sp./41903_CAM036336_d.JPG,9ab49175500bce2ee3569c838976bcbc,False
10604
  CAM036337,41906,CAM036337_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,337",Mechanitis lysimnia ssp. nesaea,Serra Bonita - SB15,,,,10/01/2021,,,,,,,Female,,raw,5561246,Mechanitis lysimnia,nesaea,Mechanitis,https://zenodo.org/record/5561246/files/CAM036337_d.CR2,non-hybrid,41906_CAM036337_d.CR2,images/Mechanitis lysimnia ssp. nesaea/41906_CAM036337_d.CR2,b7369d132d79d97ac61c0f5110f46a09,False
@@ -10617,10 +10612,10 @@ CAM036345,41931,CAM036345_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/55
10617
  CAM036345,41930,CAM036345_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,345",Heliconius sp.,Serra Bonita - SB15,,,,10/01/2021,,,,,,,Male,,raw,5561246,Heliconius sp.,,Heliconius,https://zenodo.org/record/5561246/files/CAM036345_d.CR2,,41930_CAM036345_d.CR2,images/Heliconius sp./41930_CAM036345_d.CR2,a6b223f83f943537f5806542923e7ef8,False
10618
  CAM036346,41934,CAM036346_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,346",Mechanitis lysimnia ssp. lysimnia,Serra Bonita - SB16,,,,10/01/2021,,,,,,,Female,,raw,5561246,Mechanitis lysimnia,lysimnia,Mechanitis,https://zenodo.org/record/5561246/files/CAM036346_d.CR2,non-hybrid,41934_CAM036346_d.CR2,images/Mechanitis lysimnia ssp. lysimnia/41934_CAM036346_d.CR2,56eeb16d9dbcb7e5194b02c809547c22,False
10619
  CAM036346,41935,CAM036346_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,346",Mechanitis lysimnia ssp. lysimnia,Serra Bonita - SB16,,,,10/01/2021,,,,,,,Female,,jpg,5561246,Mechanitis lysimnia,lysimnia,Mechanitis,https://zenodo.org/record/5561246/files/CAM036346_d.JPG,non-hybrid,41935_CAM036346_d.JPG,images/Mechanitis lysimnia ssp. lysimnia/41935_CAM036346_d.JPG,311269b6b5bdcf18a24df5c17ae62aa2,False
10620
- CAM036347,41938,CAM036347_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,347",Ithomiinae,Serra Bonita - SB15,,,,10/01/2021,,,,,,,Female,,raw,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036347_d.CR2,,41938_CAM036347_d.CR2,images/Ithomiinae/41938_CAM036347_d.CR2,07a6ea3c53805795f65788488c7734cc,False
10621
- CAM036347,41939,CAM036347_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,347",Ithomiinae,Serra Bonita - SB15,,,,10/01/2021,,,,,,,Female,,jpg,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036347_d.JPG,,41939_CAM036347_d.JPG,images/Ithomiinae/41939_CAM036347_d.JPG,22c01d26df296667be628ccd6e0bbb4c,False
10622
- CAM036348,41943,CAM036348_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,348",Ithomiinae,Serra Bonita - SB16,,,,10/01/2021,,,,,,,,,jpg,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036348_d.JPG,,41943_CAM036348_d.JPG,images/Ithomiinae/41943_CAM036348_d.JPG,39e32ae0297982e4104fc23f56c25d96,False
10623
- CAM036348,41942,CAM036348_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,348",Ithomiinae,Serra Bonita - SB16,,,,10/01/2021,,,,,,,,,raw,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036348_d.CR2,,41942_CAM036348_d.CR2,images/Ithomiinae/41942_CAM036348_d.CR2,9140e3d5dda1e4d6a263095c15a451f4,False
10624
  CAM036349,41947,CAM036349_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,349",Hypothyris ninonia ssp. daeta,Serra Bonita - SB15,,,,10/01/2021,,,,,,,Male,,jpg,5561246,Hypothyris ninonia,daeta,Hypothyris,https://zenodo.org/record/5561246/files/CAM036349_d.JPG,non-hybrid,41947_CAM036349_d.JPG,images/Hypothyris ninonia ssp. daeta/41947_CAM036349_d.JPG,2bb7abb52d28deca8bbaf360660dbe84,False
10625
  CAM036349,41946,CAM036349_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,349",Hypothyris ninonia ssp. daeta,Serra Bonita - SB15,,,,10/01/2021,,,,,,,Male,,raw,5561246,Hypothyris ninonia,daeta,Hypothyris,https://zenodo.org/record/5561246/files/CAM036349_d.CR2,non-hybrid,41946_CAM036349_d.CR2,images/Hypothyris ninonia ssp. daeta/41946_CAM036349_d.CR2,ae66a68d43f8518cee020bdb7d64f395,False
10626
  CAM036350,41951,CAM036350_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,350",Heliconius erato ssp. phyllis,Santa Lucia - SL02,,,,13/01/2021,,,,,,,Female,,jpg,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036350_d.JPG,non-hybrid,41951_CAM036350_d.JPG,images/Heliconius erato ssp. phyllis/41951_CAM036350_d.JPG,4d805b232b42cde1e2cc764c00d22306,False
@@ -10643,12 +10638,12 @@ CAM036358,41982,CAM036358_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/55
10643
  CAM036358,41983,CAM036358_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,358",Placidina euryanassa,Santa Lucia - SL01,,,,13/01/2021,,,,,,,,,jpg,5561246,Placidina euryanassa,,Placidina,https://zenodo.org/record/5561246/files/CAM036358_d.JPG,,41983_CAM036358_d.JPG,images/Placidina euryanassa/41983_CAM036358_d.JPG,6711e5a46db99788f23a0f3d65e0dc58,False
10644
  CAM036359,41986,CAM036359_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,359",Placidina euryanassa,Santa Lucia - SL02,,,,13/01/2021,,,,,,,Male,,raw,5561246,Placidina euryanassa,,Placidina,https://zenodo.org/record/5561246/files/CAM036359_d.CR2,,41986_CAM036359_d.CR2,images/Placidina euryanassa/41986_CAM036359_d.CR2,af8b7cc6fee3dbb8882e4e1d1cdc5c8f,False
10645
  CAM036359,41987,CAM036359_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,359",Placidina euryanassa,Santa Lucia - SL02,,,,13/01/2021,,,,,,,Male,,jpg,5561246,Placidina euryanassa,,Placidina,https://zenodo.org/record/5561246/files/CAM036359_d.JPG,,41987_CAM036359_d.JPG,images/Placidina euryanassa/41987_CAM036359_d.JPG,1c7693a1738f7af2e5c8afaa1fa182a7,False
10646
- CAM036360,41990,CAM036360_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,360",Ithomiinae,Santa Lucia - SL01,,,,13/01/2021,,,,,,,Male,,raw,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036360_d.CR2,,41990_CAM036360_d.CR2,images/Ithomiinae/41990_CAM036360_d.CR2,abe983ed12582838aad66510d2e234d9,False
10647
- CAM036360,41991,CAM036360_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,360",Ithomiinae,Santa Lucia - SL01,,,,13/01/2021,,,,,,,Male,,jpg,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036360_d.JPG,,41991_CAM036360_d.JPG,images/Ithomiinae/41991_CAM036360_d.JPG,5e62d4fead6f5681181c5e065adb4388,False
10648
  CAM036361,41995,CAM036361_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,361",Napeogenes rhezia ssp. yanetta,Santa Lucia - SL04,,,,13/01/2021,,,,,,,,,jpg,5561246,Napeogenes rhezia,yanetta,Napeogenes,https://zenodo.org/record/5561246/files/CAM036361_d.JPG,non-hybrid,41995_CAM036361_d.JPG,images/Napeogenes rhezia ssp. yanetta/41995_CAM036361_d.JPG,b767d922280d3644b127a2ba05d1e2c4,False
10649
  CAM036361,41994,CAM036361_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,361",Napeogenes rhezia ssp. yanetta,Santa Lucia - SL04,,,,13/01/2021,,,,,,,,,raw,5561246,Napeogenes rhezia,yanetta,Napeogenes,https://zenodo.org/record/5561246/files/CAM036361_d.CR2,non-hybrid,41994_CAM036361_d.CR2,images/Napeogenes rhezia ssp. yanetta/41994_CAM036361_d.CR2,6d2abd6a3d4ab7996f4dd1ad75e781ce,False
10650
- CAM036362,41999,CAM036362_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,362",Ithomiinae,Santa Lucia - SL01,,,,13/01/2021,,,,,,,,,jpg,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036362_d.JPG,,41999_CAM036362_d.JPG,images/Ithomiinae/41999_CAM036362_d.JPG,a0bb856bd7f74464ed67b548466543f7,False
10651
- CAM036362,41998,CAM036362_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,362",Ithomiinae,Santa Lucia - SL01,,,,13/01/2021,,,,,,,,,raw,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036362_d.CR2,,41998_CAM036362_d.CR2,images/Ithomiinae/41998_CAM036362_d.CR2,bbe8111a22a2a12be46bbd7ae3b33061,False
10652
  CAM036363,42003,CAM036363_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,363",Placidina euryanassa,Santa Lucia - SL01,,,,12/01/2021,,,,,,,,,jpg,5561246,Placidina euryanassa,,Placidina,https://zenodo.org/record/5561246/files/CAM036363_d.JPG,,42003_CAM036363_d.JPG,images/Placidina euryanassa/42003_CAM036363_d.JPG,c2970f519bef86bd7ffc02214e34e6ff,False
10653
  CAM036363,42002,CAM036363_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,363",Placidina euryanassa,Santa Lucia - SL01,,,,12/01/2021,,,,,,,,,raw,5561246,Placidina euryanassa,,Placidina,https://zenodo.org/record/5561246/files/CAM036363_d.CR2,,42002_CAM036363_d.CR2,images/Placidina euryanassa/42002_CAM036363_d.CR2,54a418fbc871d985cea51b94c709207a,False
10654
  CAM036364,42006,CAM036364_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,364",Hypothyris ninonia ssp. daeta,Santa Lucia - SL04,,,,12/01/2021,,,,,,,,,raw,5561246,Hypothyris ninonia,daeta,Hypothyris,https://zenodo.org/record/5561246/files/CAM036364_d.CR2,non-hybrid,42006_CAM036364_d.CR2,images/Hypothyris ninonia ssp. daeta/42006_CAM036364_d.CR2,e73e12b51392705db5122ad82392459d,False
@@ -10709,8 +10704,8 @@ CAM036413,42114,CAM036413_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/55
10709
  CAM036413,42115,CAM036413_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,413",Placidina euryanassa,Santa Lucia - SL01,,,,15/01/2021,,,,,,,Male,,jpg,5561246,Placidina euryanassa,,Placidina,https://zenodo.org/record/5561246/files/CAM036413_d.JPG,,42115_CAM036413_d.JPG,images/Placidina euryanassa/42115_CAM036413_d.JPG,9887ad3cd4ec09686a1504caf310be5f,False
10710
  CAM036414,42118,CAM036414_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,414",Placidina euryanassa,Santa Lucia - SL02,,,,15/01/2021,,,,,,,Female,,raw,5561246,Placidina euryanassa,,Placidina,https://zenodo.org/record/5561246/files/CAM036414_d.CR2,,42118_CAM036414_d.CR2,images/Placidina euryanassa/42118_CAM036414_d.CR2,6b4cb1001f0b57a514ed1c578f7cb398,False
10711
  CAM036414,42119,CAM036414_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,414",Placidina euryanassa,Santa Lucia - SL02,,,,15/01/2021,,,,,,,Female,,jpg,5561246,Placidina euryanassa,,Placidina,https://zenodo.org/record/5561246/files/CAM036414_d.JPG,,42119_CAM036414_d.JPG,images/Placidina euryanassa/42119_CAM036414_d.JPG,2ecbffab291848108d389e41c16f2f07,False
10712
- CAM036415,42122,CAM036415_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,415",Ithomiinae,Santa Lucia - SL01,,,,15/01/2021,,,,,,,,,raw,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036415_d.CR2,,42122_CAM036415_d.CR2,images/Ithomiinae/42122_CAM036415_d.CR2,acae2775338f23fe6e664c412bbf576e,False
10713
- CAM036415,42123,CAM036415_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,415",Ithomiinae,Santa Lucia - SL01,,,,15/01/2021,,,,,,,,,jpg,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036415_d.JPG,,42123_CAM036415_d.JPG,images/Ithomiinae/42123_CAM036415_d.JPG,ca43f34a3d8d5e7ec314ccf47cd27f2d,False
10714
  CAM036416,42126,CAM036416_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,416",Heliconius ethilla,Itatiaia - PNI01,,,,17/01/2021,,,,,,,Male,,raw,5561246,Heliconius ethilla,,Heliconius,https://zenodo.org/record/5561246/files/CAM036416_d.CR2,,42126_CAM036416_d.CR2,images/Heliconius ethilla/42126_CAM036416_d.CR2,6d5985eadb6d81ee6704862cc5506010,False
10715
  CAM036416,42127,CAM036416_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,416",Heliconius ethilla,Itatiaia - PNI01,,,,17/01/2021,,,,,,,Male,,jpg,5561246,Heliconius ethilla,,Heliconius,https://zenodo.org/record/5561246/files/CAM036416_d.JPG,,42127_CAM036416_d.JPG,images/Heliconius ethilla/42127_CAM036416_d.JPG,e8db7e83e0056c51635b5774379136aa,False
10716
  CAM036417,42130,CAM036417_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,417",Heliconius ethilla,Itatiaia - PNI01,,,,17/01/2021,,,,,,,Male,,raw,5561246,Heliconius ethilla,,Heliconius,https://zenodo.org/record/5561246/files/CAM036417_d.CR2,,42130_CAM036417_d.CR2,images/Heliconius ethilla/42130_CAM036417_d.CR2,7fd0a4227cd194b0de1bcb65bfc1eea4,False
@@ -10732,10 +10727,6 @@ CAM036460,42162,CAM036460_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/55
10732
  CAM036460,42163,CAM036460_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,460",Mechanitis lysimnia ssp. lysimnia,Itatiaia - PNI02,,,,19/01/2021,,,,,,,Male,,jpg,5561246,Mechanitis lysimnia,lysimnia,Mechanitis,https://zenodo.org/record/5561246/files/CAM036460_d.JPG,non-hybrid,42163_CAM036460_d.JPG,images/Mechanitis lysimnia ssp. lysimnia/42163_CAM036460_d.JPG,dd9c5f4e5124eac07bc747be22ac1cc9,False
10733
  CAM036461,42166,CAM036461_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,461",Mechanitis lysimnia ssp. lysimnia,Itatiaia - PNI02,,,,19/01/2021,,,,,,,Female,,raw,5561246,Mechanitis lysimnia,lysimnia,Mechanitis,https://zenodo.org/record/5561246/files/CAM036461_d.CR2,non-hybrid,42166_CAM036461_d.CR2,images/Mechanitis lysimnia ssp. lysimnia/42166_CAM036461_d.CR2,5f0689215cfbc36c60d8f37f8b02b1d9,False
10734
  CAM036461,42167,CAM036461_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,461",Mechanitis lysimnia ssp. lysimnia,Itatiaia - PNI02,,,,19/01/2021,,,,,,,Female,,jpg,5561246,Mechanitis lysimnia,lysimnia,Mechanitis,https://zenodo.org/record/5561246/files/CAM036461_d.JPG,non-hybrid,42167_CAM036461_d.JPG,images/Mechanitis lysimnia ssp. lysimnia/42167_CAM036461_d.JPG,0e421b5772c59f5877e3540ccc093e92,False
10735
- CAM036462,42170,CAM036462_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,462",Unknown,Itatiaia - PNI02,,,,19/01/2021,,,,,,,,,raw,5561246,Unknown,,Unknown,https://zenodo.org/record/5561246/files/CAM036462_d.CR2,,42170_CAM036462_d.CR2,images/Unknown/42170_CAM036462_d.CR2,cab7a0582ec986a14108af9c1180d3c0,False
10736
- CAM036462,42171,CAM036462_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,462",Unknown,Itatiaia - PNI02,,,,19/01/2021,,,,,,,,,jpg,5561246,Unknown,,Unknown,https://zenodo.org/record/5561246/files/CAM036462_d.JPG,,42171_CAM036462_d.JPG,images/Unknown/42171_CAM036462_d.JPG,338ad84ff7b581ac05f769bcc3ca5dd1,False
10737
- CAM036463,42174,CAM036463_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,463",Unknown,Itatiaia - PNI02,,,,19/01/2021,,,,,,,,,raw,5561246,Unknown,,Unknown,https://zenodo.org/record/5561246/files/CAM036463_d.CR2,,42174_CAM036463_d.CR2,images/Unknown/42174_CAM036463_d.CR2,c1bf2cb572385f2d5cf9183cb0a4c5e6,False
10738
- CAM036463,42175,CAM036463_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,463",Unknown,Itatiaia - PNI02,,,,19/01/2021,,,,,,,,,jpg,5561246,Unknown,,Unknown,https://zenodo.org/record/5561246/files/CAM036463_d.JPG,,42175_CAM036463_d.JPG,images/Unknown/42175_CAM036463_d.JPG,877e0254a8570d45ad478a38af73c7dd,False
10739
  CAM036464,42178,CAM036464_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,464",Episcada sylvo,Itatiaia - PNI02,,,,19/01/2021,,,,,,,,,raw,5561246,Episcada sylvo,,Episcada,https://zenodo.org/record/5561246/files/CAM036464_d.CR2,,42178_CAM036464_d.CR2,images/Episcada sylvo/42178_CAM036464_d.CR2,072978cd7528c47c22e40eb9e7c61786,False
10740
  CAM036464,42179,CAM036464_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,464",Episcada sylvo,Itatiaia - PNI02,,,,19/01/2021,,,,,,,,,jpg,5561246,Episcada sylvo,,Episcada,https://zenodo.org/record/5561246/files/CAM036464_d.JPG,,42179_CAM036464_d.JPG,images/Episcada sylvo/42179_CAM036464_d.JPG,2fca7c23a1beda88bef6a1c485d6bd0a,False
10741
  CAM036466,42182,CAM036466_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,466",Eueides pavana,Itatiaia - PNI02,,,,19/01/2021,,,,,,,Male,,raw,5561246,Eueides pavana,,Eueides,https://zenodo.org/record/5561246/files/CAM036466_d.CR2,,42182_CAM036466_d.CR2,images/Eueides pavana/42182_CAM036466_d.CR2,11db087708e464e3799b176c42921936,False
@@ -10772,8 +10763,8 @@ CAM036499,42242,CAM036499_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/55
10772
  CAM036499,42243,CAM036499_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,499",Ithomia drymo,Japi - JA04,,,,20/01/2021,,,,,,,Male,,jpg,5561246,Ithomia drymo,,Ithomia,https://zenodo.org/record/5561246/files/CAM036499_d.JPG,,42243_CAM036499_d.JPG,images/Ithomia drymo/42243_CAM036499_d.JPG,9f64e5c9f1763ca2f7a729a72e9326d3,False
10773
  CAM036500,42247,CAM036500_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,500",Ithomia drymo,Japi - JA04,,,,20/01/2021,,,,,,,Female,,jpg,5561246,Ithomia drymo,,Ithomia,https://zenodo.org/record/5561246/files/CAM036500_d.JPG,,42247_CAM036500_d.JPG,images/Ithomia drymo/42247_CAM036500_d.JPG,bb1ba0446e8b08dbb282f307b9d84a55,False
10774
  CAM036500,42246,CAM036500_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,500",Ithomia drymo,Japi - JA04,,,,20/01/2021,,,,,,,Female,,raw,5561246,Ithomia drymo,,Ithomia,https://zenodo.org/record/5561246/files/CAM036500_d.CR2,,42246_CAM036500_d.CR2,images/Ithomia drymo/42246_CAM036500_d.CR2,774d14c5139b68539216f29b36ac6989,False
10775
- CAM036502,42250,CAM036502_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,502",Ithomiinae,Japi - JA08,,,,21/01/2021,,,,,,,Female,,raw,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036502_d.CR2,,42250_CAM036502_d.CR2,images/Ithomiinae/42250_CAM036502_d.CR2,99927c585784e70a60fc1a0a3e769d0b,False
10776
- CAM036502,42251,CAM036502_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,502",Ithomiinae,Japi - JA08,,,,21/01/2021,,,,,,,Female,,jpg,5561246,Ithomiinae,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036502_d.JPG,,42251_CAM036502_d.JPG,images/Ithomiinae/42251_CAM036502_d.JPG,e397de98226643a58780a33cb22f8999,False
10777
  CAM036503,42254,CAM036503_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,503",Eueides aliphera,Japi - JA10,,,,21/01/2021,,,,,,,Female,,raw,5561246,Eueides aliphera,,Eueides,https://zenodo.org/record/5561246/files/CAM036503_d.CR2,,42254_CAM036503_d.CR2,images/Eueides aliphera/42254_CAM036503_d.CR2,ef834cbea4a47165ee091bb08d0c2ccf,False
10778
  CAM036503,42255,CAM036503_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,503",Eueides aliphera,Japi - JA10,,,,21/01/2021,,,,,,,Female,,jpg,5561246,Eueides aliphera,,Eueides,https://zenodo.org/record/5561246/files/CAM036503_d.JPG,,42255_CAM036503_d.JPG,images/Eueides aliphera/42255_CAM036503_d.JPG,b65278ae7ec15784936b96b156d272c9,False
10779
  CAM036504,42258,CAM036504_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,504",Eueides isabella,Japi - JA10,,,,21/01/2021,,,,,,,Female,,raw,5561246,Eueides isabella,,Eueides,https://zenodo.org/record/5561246/files/CAM036504_d.CR2,,42258_CAM036504_d.CR2,images/Eueides isabella/42258_CAM036504_d.CR2,c0e52709a2ced91cc4198daa368e4fa7,False
@@ -11658,7 +11649,7 @@ CAM040751,13144,CAM040751_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo
11658
  CAM040752,13146,CAM040752_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo.org/record/2714333,"40,752",Heliconius erato ssp. cyrbia,"Puerto Quito, La Isla",ERS4201804,,,07/06/2017,Heliconiine Butterfly Collection Records from University of Cambridge,Box 175,,,,,Male,wild,jpg,2714333,Heliconius erato,cyrbia,Heliconius,https://zenodo.org/record/2714333/files/CAM040752_d.JPG,non-hybrid,13146_CAM040752_d.JPG,images/Heliconius erato ssp. cyrbia/13146_CAM040752_d.JPG,a91e46d906773af3846367b4d8906c5c,False
11659
  CAM040753,13148,CAM040753_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo.org/record/2714333,"40,753",Heliconius erato ssp. cyrbia,"Puerto Quito, La Isla",ERS4201805,,,07/06/2017,Heliconiine Butterfly Collection Records from University of Cambridge,Box 175,,,,,Male,wild,jpg,2714333,Heliconius erato,cyrbia,Heliconius,https://zenodo.org/record/2714333/files/CAM040753_d.JPG,non-hybrid,13148_CAM040753_d.JPG,images/Heliconius erato ssp. cyrbia/13148_CAM040753_d.JPG,b36998752406da337540daf2288a66d5,False
11660
  CAM040754,13150,CAM040754_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo.org/record/2714333,"40,754",Heliconius erato ssp. cyrbia,"Puerto Quito, La Isla",ERS4201806,,,07/06/2017,Heliconiine Butterfly Collection Records from University of Cambridge,Box 175,,,,,Male,wild,jpg,2714333,Heliconius erato,cyrbia,Heliconius,https://zenodo.org/record/2714333/files/CAM040754_d.JPG,non-hybrid,13150_CAM040754_d.JPG,images/Heliconius erato ssp. cyrbia/13150_CAM040754_d.JPG,9eb4df97d440ba000ef32121e656726b,False
11661
- CAM040755,13152,CAM040755_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo.org/record/2714333,"40,755",Heliconius,"Puerto Quito, La Isla",,,,07/06/2017,Heliconiine Butterfly Collection Records from University of Cambridge,Box 175,,,,,Female,wild,jpg,2714333,Heliconius,,Heliconius,https://zenodo.org/record/2714333/files/CAM040755_d.JPG,,13152_CAM040755_d.JPG,images/Heliconius/13152_CAM040755_d.JPG,b2de361fb5b2494264e8bab8e4b8a900,False
11662
  CAM040756,13154,CAM040756_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo.org/record/2714333,"40,756",Heliconius eleuchia ssp. primularis,Mashpi to Pachijal 1,ERS7262931,,,07/03/2017,Heliconiine Butterfly Collection Records from University of Cambridge,Box 175,,,,,Male,wild,jpg,2714333,Heliconius eleuchia,primularis,Heliconius,https://zenodo.org/record/2714333/files/CAM040756_d.JPG,non-hybrid,13154_CAM040756_d.JPG,images/Heliconius eleuchia ssp. primularis/13154_CAM040756_d.JPG,5621d93d10567094a9b0048e55f9ce62,False
11663
  CAM040757,13156,CAM040757_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo.org/record/2714333,"40,757",Heliconius erato ssp. cyrbia,"Puerto Quito, La Isla",ERS4201807,,,07/07/2017,Heliconiine Butterfly Collection Records from University of Cambridge,Box 175,,,,,Male,wild,jpg,2714333,Heliconius erato,cyrbia,Heliconius,https://zenodo.org/record/2714333/files/CAM040757_d.JPG,non-hybrid,13156_CAM040757_d.JPG,images/Heliconius erato ssp. cyrbia/13156_CAM040757_d.JPG,c906dcdb9bd73ed2bc240727fd6cac94,False
11664
  CAM040758,13158,CAM040758_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo.org/record/2714333,"40,758",Heliconius erato ssp. cyrbia,"Puerto Quito, La Isla",ERS4212680,,,07/07/2017,Heliconiine Butterfly Collection Records from University of Cambridge,Box 175,,,,,Male,wild,jpg,2714333,Heliconius erato,cyrbia,Heliconius,https://zenodo.org/record/2714333/files/CAM040758_d.JPG,non-hybrid,13158_CAM040758_d.JPG,images/Heliconius erato ssp. cyrbia/13158_CAM040758_d.JPG,a71b66af25539271c2f1e02ac053c1c5,False
@@ -11832,7 +11823,7 @@ CAM040926,13491,CAM040926_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo
11832
  CAM040927,13493,CAM040927_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo.org/record/2714333,"40,927",Heliconius erato ssp. cyrbia,Bilsa Biological Station,,,,07/09/2017,Heliconiine Butterfly Collection Records from University of Cambridge,Box 176,,,,,Male,wild,jpg,2714333,Heliconius erato,cyrbia,Heliconius,https://zenodo.org/record/2714333/files/CAM040927_d.JPG,non-hybrid,13493_CAM040927_d.JPG,images/Heliconius erato ssp. cyrbia/13493_CAM040927_d.JPG,07506aad3c63448d91ae932de25b25c5,False
11833
  CAM040928,13495,CAM040928_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo.org/record/2714333,"40,928",Heliconius erato ssp. cyrbia,Bilsa Biological Station,,,,07/09/2017,Heliconiine Butterfly Collection Records from University of Cambridge,Box 176,,,,,Male,wild,jpg,2714333,Heliconius erato,cyrbia,Heliconius,https://zenodo.org/record/2714333/files/CAM040928_d.JPG,non-hybrid,13495_CAM040928_d.JPG,images/Heliconius erato ssp. cyrbia/13495_CAM040928_d.JPG,8d9912b98d173c510ff1178ac104e503,False
11834
  CAM040929,13497,CAM040929_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo.org/record/2714333,"40,929",Heliconius doris ssp. doris,Bilsa Biological Station,,,,07/09/2017,Heliconiine Butterfly Collection Records from University of Cambridge,Box 176,,,,,Male,wild,jpg,2714333,Heliconius doris,doris,Heliconius,https://zenodo.org/record/2714333/files/CAM040929_d.JPG,non-hybrid,13497_CAM040929_d.JPG,images/Heliconius doris ssp. doris/13497_CAM040929_d.JPG,753db7ca092f21e70b64cbd5d4157b7b,False
11835
- CAM040930,13499,CAM040930_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo.org/record/2714333,"40,930",Heliconius,Bilsa Biological Station,,,,07/09/2017,Heliconiine Butterfly Collection Records from University of Cambridge,Box 176,,,,,Male,wild,jpg,2714333,Heliconius,,Heliconius,https://zenodo.org/record/2714333/files/CAM040930_d.JPG,,13499_CAM040930_d.JPG,images/Heliconius/13499_CAM040930_d.JPG,372fd8fb09112c373bb2f0487abed8ef,False
11836
  CAM040931,13501,CAM040931_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo.org/record/2714333,"40,931",Heliconius doris ssp. doris,Herrera to Bilsa 1,,,,07/09/2017,Heliconiine Butterfly Collection Records from University of Cambridge,Box 176,,,,,Male,wild,jpg,2714333,Heliconius doris,doris,Heliconius,https://zenodo.org/record/2714333/files/CAM040931_d.JPG,non-hybrid,13501_CAM040931_d.JPG,images/Heliconius doris ssp. doris/13501_CAM040931_d.JPG,895b8e6d1eab659271e9557663da9134,False
11837
  CAM040932,13503,CAM040932_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo.org/record/2714333,"40,932",Heliconius doris ssp. doris,Herrera to Bilsa 1,,,,07/09/2017,Heliconiine Butterfly Collection Records from University of Cambridge,Box 176,,,,,Male,wild,jpg,2714333,Heliconius doris,doris,Heliconius,https://zenodo.org/record/2714333/files/CAM040932_d.JPG,non-hybrid,13503_CAM040932_d.JPG,images/Heliconius doris ssp. doris/13503_CAM040932_d.JPG,cdae6f8657a73a03019c14bcb65903ee,False
11838
  CAM040933,13505,CAM040933_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo.org/record/2714333,"40,933",Heliconius erato ssp. cyrbia,Mindo to Finca Birdadvenrure 1,ERS4201819,,,07/11/2017,Heliconiine Butterfly Collection Records from University of Cambridge,Box 176,,,,,Female,wild,jpg,2714333,Heliconius erato,cyrbia,Heliconius,https://zenodo.org/record/2714333/files/CAM040933_d.JPG,non-hybrid,13505_CAM040933_d.JPG,images/Heliconius erato ssp. cyrbia/13505_CAM040933_d.JPG,1e7b71942ddcecd3eac44ab446189ba5,False
@@ -12913,8 +12904,6 @@ CAM041686,39710,CAM041686_d.CR2,dorsal,0.gmk.broods.all.csv,https://zenodo.org/r
12913
  CAM041686,39711,CAM041686_d.JPG,dorsal,0.gmk.broods.all.csv,https://zenodo.org/record/4291095,"41,686",Heliconius doris,Ikiam Road 1,,,67,,,Box 205,,,,,Female,,jpg,4291095,Heliconius doris,,Heliconius,https://zenodo.org/record/4291095/files/CAM041686_d.JPG,,39711_CAM041686_d.JPG,images/Heliconius doris/39711_CAM041686_d.JPG,205c49d6b692a4acd5b9440f388ed808,False
12914
  CAM041687,39715,CAM041687_d.JPG,dorsal,0.gmk.broods.all.csv,https://zenodo.org/record/4291095,"41,687",Heliconius sara,Ikiam Road 1,,,68,,,Box 205,,,,,Male,,jpg,4291095,Heliconius sara,,Heliconius,https://zenodo.org/record/4291095/files/CAM041687_d.JPG,,39715_CAM041687_d.JPG,images/Heliconius sara/39715_CAM041687_d.JPG,9497730a80adea8ad4a40217c8aaf54a,False
12915
  CAM041687,39714,CAM041687_d.CR2,dorsal,0.gmk.broods.all.csv,https://zenodo.org/record/4291095,"41,687",Heliconius sara,Ikiam Road 1,,,68,,,Box 205,,,,,Male,,raw,4291095,Heliconius sara,,Heliconius,https://zenodo.org/record/4291095/files/CAM041687_d.CR2,,39714_CAM041687_d.CR2,images/Heliconius sara/39714_CAM041687_d.CR2,0a1c7ccdbbe73adfdda67e79c68d7807,False
12916
- CAM041688,39719,CAM041688_d.JPG,dorsal,0.gmk.broods.all.csv,https://zenodo.org/record/4291095,"41,688",Unknown,Ikiam Road 1,,,69,,,Box 205,,,,,,,jpg,4291095,Unknown,,Unknown,https://zenodo.org/record/4291095/files/CAM041688_d.JPG,,39719_CAM041688_d.JPG,images/Unknown/39719_CAM041688_d.JPG,e896c5dd99a7d71d5507e319c1ddea48,False
12917
- CAM041688,39718,CAM041688_d.CR2,dorsal,0.gmk.broods.all.csv,https://zenodo.org/record/4291095,"41,688",Unknown,Ikiam Road 1,,,69,,,Box 205,,,,,,,raw,4291095,Unknown,,Unknown,https://zenodo.org/record/4291095/files/CAM041688_d.CR2,,39718_CAM041688_d.CR2,images/Unknown/39718_CAM041688_d.CR2,0fe53cb80d6c6bd91b75d7ba9eb2fa7c,False
12918
  CAM041689,39723,CAM041689_d.JPG,dorsal,0.gmk.broods.all.csv,https://zenodo.org/record/4291095,"41,689",Heliconius erato ssp. lativitta,Ikiam Road 1,,,70,,Heliconiine Butterfly Collection Records from University of Cambridge,Box 205,,,,,Male,wild,jpg,4291095,Heliconius erato,lativitta,Heliconius,https://zenodo.org/record/4291095/files/CAM041689_d.JPG,non-hybrid,39723_CAM041689_d.JPG,images/Heliconius erato ssp. lativitta/39723_CAM041689_d.JPG,3e7e4985f96012b1fa1629d59a46b2ea,False
12919
  CAM041689,39722,CAM041689_d.CR2,dorsal,0.gmk.broods.all.csv,https://zenodo.org/record/4291095,"41,689",Heliconius erato ssp. lativitta,Ikiam Road 1,,,70,,Heliconiine Butterfly Collection Records from University of Cambridge,Box 205,,,,,Male,wild,raw,4291095,Heliconius erato,lativitta,Heliconius,https://zenodo.org/record/4291095/files/CAM041689_d.CR2,non-hybrid,39722_CAM041689_d.CR2,images/Heliconius erato ssp. lativitta/39722_CAM041689_d.CR2,f1c49df11eb938eaa853b9e9c8ba80d6,False
12920
  CAM041690,39727,CAM041690_d.JPG,dorsal,0.gmk.broods.all.csv,https://zenodo.org/record/4291095,"41,690",Heliconius erato ssp. lativitta,Ikiam Mariposario,,,709,,Heliconiine Butterfly Collection Records from University of Cambridge,Box 205,IKIAM022,,,,Male,reared,jpg,4291095,Heliconius erato,lativitta,Heliconius,https://zenodo.org/record/4291095/files/CAM041690_d.JPG,non-hybrid,39727_CAM041690_d.JPG,images/Heliconius erato ssp. lativitta/39727_CAM041690_d.JPG,3ec69d91b31128d6c9bf2606e14ad887,False
 
2668
  CAM008112,8682,CAM008112_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,112",Godyris sp.,"Pedro Vicente Maldonado,",,,,13/05/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 111,,,,,Female,wild,jpg,2684906,Godyris sp.,,Godyris,https://zenodo.org/record/2684906/files/CAM008112_d.JPG,,8682_CAM008112_d.JPG,images/Godyris sp./8682_CAM008112_d.JPG,9212f9ab836de55c76170266a1ec7a05,False
2669
  CAM008113,8684,CAM008113_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,113",Ithomia sp.,"Pedro Vicente Maldonado,",,,,13/05/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 111,,,,,Male,wild,jpg,2684906,Ithomia sp.,,Ithomia,https://zenodo.org/record/2684906/files/CAM008113_d.JPG,,8684_CAM008113_d.JPG,images/Ithomia sp./8684_CAM008113_d.JPG,a3b2972d10e597a00dbe84779d2912a5,False
2670
  CAM008115,8686,CAM008115_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,115",Aeria eurimedia,Alluriquin,,,,15/05/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 111,,,,,Female,wild,jpg,2684906,Aeria eurimedia,,Aeria,https://zenodo.org/record/2684906/files/CAM008115_d.JPG,,8686_CAM008115_d.JPG,images/Aeria eurimedia/8686_CAM008115_d.JPG,cad6c0c9e3d840fb6aa033470abec4db,False
2671
+ CAM008116,8688,CAM008116_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,116",Pteronymia sp.,Alluriquin,,,,15/05/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 111,,,,,Female,wild,jpg,2684906,Pteronymia sp.,,Pteronymia,https://zenodo.org/record/2684906/files/CAM008116_d.JPG,,8688_CAM008116_d.JPG,images/Pteronymia/8688_CAM008116_d.JPG,5b9e01e13842647ae467d617f07d543a,False
2672
  CAM008117,8690,CAM008117_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,117",Hypothyris sp.,Alluriquin,,,,15/05/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 111,,,,,Female,wild,jpg,2684906,Hypothyris sp.,,Hypothyris,https://zenodo.org/record/2684906/files/CAM008117_d.JPG,,8690_CAM008117_d.JPG,images/Hypothyris sp./8690_CAM008117_d.JPG,4772f20add57c06e87de25ead9f3b9c1,False
2673
  CAM008118,8692,CAM008118_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,118",Ithomia sp.,Alluriquin,,,,15/05/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 111,,,,,Female,wild,jpg,2684906,Ithomia sp.,,Ithomia,https://zenodo.org/record/2684906/files/CAM008118_d.JPG,,8692_CAM008118_d.JPG,images/Ithomia sp./8692_CAM008118_d.JPG,af744e457d3eb40874eae18a6eacdd34,False
2674
  CAM008119,8694,CAM008119_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,119",Ithomia sp.,Alluriquin,,,,15/05/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 111,,,,,Female,wild,jpg,2684906,Ithomia sp.,,Ithomia,https://zenodo.org/record/2684906/files/CAM008119_d.JPG,,8694_CAM008119_d.JPG,images/Ithomia sp./8694_CAM008119_d.JPG,11038eb870f26e0f2f19e16b1fd38062,False
2675
  CAM008120,8696,CAM008120_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,120",Scada zemira,Alluriquin,,,,15/05/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 111,,,,,Female,wild,jpg,2684906,Scada zemira,,Scada,https://zenodo.org/record/2684906/files/CAM008120_d.JPG,,8696_CAM008120_d.JPG,images/Scada zemira/8696_CAM008120_d.JPG,5d508aec2f795ee5e67fb83db775fbca,False
2676
  CAM008122,8698,CAM008122_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,122",Hypothyris sp.,Alluriquin,,,,15/05/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 111,,,,,Female,wild,jpg,2684906,Hypothyris sp.,,Hypothyris,https://zenodo.org/record/2684906/files/CAM008122_d.JPG,,8698_CAM008122_d.JPG,images/Hypothyris sp./8698_CAM008122_d.JPG,07508dec772aa3d00f94b25da92e821c,False
2677
+ CAM008123,8700,CAM008123_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,123",Pteronymia sp.,Alluriquin,,,,15/05/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 111,,,,,Female,wild,jpg,2684906,Pteronymia sp.,,Pteronymia,https://zenodo.org/record/2684906/files/CAM008123_d.JPG,,8700_CAM008123_d.JPG,images/Pteronymia/8700_CAM008123_d.JPG,462fa8e976090f0232c805d0816f4ceb,False
2678
+ CAM008124,8702,CAM008124_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,124",Pteronymia sp.,"Bosque Protector La Perla,",,,,16/05/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 111,,,,,Female,wild,jpg,2684906,Pteronymia sp.,,Pteronymia,https://zenodo.org/record/2684906/files/CAM008124_d.JPG,,8702_CAM008124_d.JPG,images/Pteronymia/8702_CAM008124_d.JPG,bbc3df7b1087cf70495e64e8c9bdde56,False
2679
  CAM008126,8704,CAM008126_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,126",Heliconius sapho,"Pedro Vicente Maldonado,",,,,16/05/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 111,,,,,Male,wild,jpg,2684906,Heliconius sapho,,Heliconius,https://zenodo.org/record/2684906/files/CAM008126_d.JPG,,8704_CAM008126_d.JPG,images/Heliconius sapho/8704_CAM008126_d.JPG,21c60a5f085dfe7305f7f8ced3e129c6,False
2680
  CAM008127,8706,CAM008127_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,127",Heliconius atthis,"Pedro Vicente Maldonado,",,,,18/05/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 111,,,,,Male,wild,jpg,2684906,Heliconius atthis,,Heliconius,https://zenodo.org/record/2684906/files/CAM008127_d.JPG,,8706_CAM008127_d.JPG,images/Heliconius atthis/8706_CAM008127_d.JPG,746f1128dc6b22afdd561b022a58f1c1,True
2681
  CAM008127,25267,8127d.jpg,dorsal,Heliconius_wing_old_photos_2001_2019_part1.csv,https://zenodo.org/record/2552371,"8,127",Heliconius atthis,"Pedro Vicente Maldonado,",,,,18/05/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 111,,,,,Male,wild,jpg,2552371,Heliconius atthis,,Heliconius,https://zenodo.org/record/2552371/files/8127d.jpg,,25267_8127d.jpg,images/Heliconius atthis/25267_8127d.jpg,3c8457a5ce3635b7ce790de27d73a8cb,True
 
2831
  CAM008278,8988,CAM008278_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,278",Greta andromica ssp. andromica,"Cerro Campana,",,,,24/08/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 113,,,,,Female,wild,jpg,2684906,Greta andromica,andromica,Greta,https://zenodo.org/record/2684906/files/CAM008278_d.JPG,non-hybrid,8988_CAM008278_d.JPG,images/Greta andromica ssp. andromica/8988_CAM008278_d.JPG,add07c7a2b33e189dd13edbb111c4293,False
2832
  CAM008279,8990,CAM008279_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,279",Pteronymia lonera,"Cerro Campana,",,,,24/08/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 113,,,,,Female,wild,jpg,2684906,Pteronymia lonera,,Pteronymia,https://zenodo.org/record/2684906/files/CAM008279_d.JPG,,8990_CAM008279_d.JPG,images/Pteronymia lonera/8990_CAM008279_d.JPG,0b032a026358732002ef12c30dafb7a3,False
2833
  CAM008280,8992,CAM008280_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,280",Lycorea cleobaea,"Cerro Campana,",,,,24/08/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 113,,,,,Female,wild,jpg,2684906,Lycorea cleobaea,,Lycorea,https://zenodo.org/record/2684906/files/CAM008280_d.JPG,,8992_CAM008280_d.JPG,images/Lycorea cleobaea/8992_CAM008280_d.JPG,86b461228c9951a706c9ce85ce713f9b,False
2834
+ CAM008282,8994,CAM008282_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,282",Pteronymia sp.,"Cerro Campana,",,,,24/08/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 113,,,,,Female,wild,jpg,2684906,Pteronymia sp.,,Pteronymia,https://zenodo.org/record/2684906/files/CAM008282_d.JPG,,8994_CAM008282_d.JPG,images/Pteronymia/8994_CAM008282_d.JPG,fec7fcd319e741f552cc5cb3c3ecc94b,False
2835
  CAM008283,8996,CAM008283_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,283",Hyposcada virginiana,"Cerro Campana,",,,,24/08/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 113,,,,,Female,wild,jpg,2684906,Hyposcada virginiana,,Hyposcada,https://zenodo.org/record/2684906/files/CAM008283_d.JPG,,8996_CAM008283_d.JPG,images/Hyposcada virginiana/8996_CAM008283_d.JPG,ea100aaa0f75352531f533e9087e5137,False
2836
  CAM008284,8998,CAM008284_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,284",Aeria eurimedia,"Cerro Campana,",,,,24/08/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 113,,,,,Male,wild,jpg,2684906,Aeria eurimedia,,Aeria,https://zenodo.org/record/2684906/files/CAM008284_d.JPG,,8998_CAM008284_d.JPG,images/Aeria eurimedia/8998_CAM008284_d.JPG,ef9dcda0b91004ee38646dc1eef1fa00,False
2837
  CAM008285,9000,CAM008285_d.JPG,dorsal,CAM.coll.images.batch5.csv,https://zenodo.org/record/2684906,"8,285",Godyris sp.,"Cerro Campana,",,,,24/08/2001,Heliconiine Butterfly Collection Records from University of Cambridge,Box 113,,,,,Female,wild,jpg,2684906,Godyris sp.,,Godyris,https://zenodo.org/record/2684906/files/CAM008285_d.JPG,,9000_CAM008285_d.JPG,images/Godyris sp./9000_CAM008285_d.JPG,21edd9a39c813846e5db8b313c5fd92e,False
 
3508
  CAM009151,10271,CAM009151_d.JPG,dorsal,CAM.coll.images.batch6.csv,https://zenodo.org/record/2686762,"9,151",Hyalyris sp.,"Rio Abanico, Macas",,,,11/12/2006,Heliconiine Butterfly Collection Records from University of Cambridge,Box 33,,,,,Female,wild,jpg,2686762,Hyalyris sp.,,Hyalyris,https://zenodo.org/record/2686762/files/CAM009151_d.JPG,,10271_CAM009151_d.JPG,images/Hyalyris sp./10271_CAM009151_d.JPG,2d45d502928d040d451b5633350b1aad,False
3509
  CAM009152,10273,CAM009152_d.JPG,dorsal,CAM.coll.images.batch6.csv,https://zenodo.org/record/2686762,"9,152",Hyalyris sp.,"Rio Abanico, Macas",,,,11/12/2006,Heliconiine Butterfly Collection Records from University of Cambridge,Box 33,,,,,Male,wild,jpg,2686762,Hyalyris sp.,,Hyalyris,https://zenodo.org/record/2686762/files/CAM009152_d.JPG,,10273_CAM009152_d.JPG,images/Hyalyris sp./10273_CAM009152_d.JPG,8284a05c33d0668e6943bd55ba785467,False
3510
  CAM009153,10275,CAM009153_d.JPG,dorsal,CAM.coll.images.batch6.csv,https://zenodo.org/record/2686762,"9,153",Hyalyris sp.,"Rio Abanico, Macas",,,,11/12/2006,Heliconiine Butterfly Collection Records from University of Cambridge,Box 33,,,,,Male,wild,jpg,2686762,Hyalyris sp.,,Hyalyris,https://zenodo.org/record/2686762/files/CAM009153_d.JPG,,10275_CAM009153_d.JPG,images/Hyalyris sp./10275_CAM009153_d.JPG,02e5bc80f2cc369f048e60f29da10692,False
3511
+ CAM009155,10279,CAM009155_d.JPG,dorsal,CAM.coll.images.batch6.csv,https://zenodo.org/record/2686762,"9,155",Pteronymia sp.,"Rio Abanico, Macas",,,,11/12/2006,Heliconiine Butterfly Collection Records from University of Cambridge,Box 33,,,,,Female,wild,jpg,2686762,Pteronymia sp.,,Pteronymia,https://zenodo.org/record/2686762/files/CAM009155_d.JPG,,10279_CAM009155_d.JPG,images/Pteronymia/10279_CAM009155_d.JPG,a31c3126f25ef472f71c1da709e2fdc6,False
3512
  CAM009156,10281,CAM009156_d.JPG,dorsal,CAM.coll.images.batch6.csv,https://zenodo.org/record/2686762,"9,156",Heliconius melpomene ssp. plesseni,"El Topo, Baños - Puyo road,",ERS977705,,,12/12/2006,Heliconiine Butterfly Collection Records from University of Cambridge,Box 33,,,,,Male,wild,jpg,2686762,Heliconius melpomene,plesseni,Heliconius,https://zenodo.org/record/2686762/files/CAM009156_d.JPG,non-hybrid,10281_CAM009156_d.JPG,images/Heliconius melpomene ssp. plesseni/10281_CAM009156_d.JPG,33cf32f1d4c30ad71e544d010b90d0c0,True
3513
  CAM009156,26069,9156_H_m_plesseni_D.JPG.jpg,dorsal,Heliconius_wing_old_photos_2001_2019_part3.csv,https://zenodo.org/record/2553977,"9,156",Heliconius melpomene ssp. plesseni,"El Topo, Baños - Puyo road,",ERS977705,,,12/12/2006,Heliconiine Butterfly Collection Records from University of Cambridge,Box 33,,,,,Male,wild,jpg,2553977,Heliconius melpomene,plesseni,Heliconius,https://zenodo.org/record/2553977/files/9156_H_m_plesseni_D.JPG.jpg,non-hybrid,26069_9156_H_m_plesseni_D.JPG.jpg,images/Heliconius melpomene ssp. plesseni/26069_9156_H_m_plesseni_D.JPG.jpg,e98fe922e09424fd31d3df521472b491,True
3514
  CAM009157,10283,CAM009157_d.JPG,dorsal,CAM.coll.images.batch6.csv,https://zenodo.org/record/2686762,"9,157",Heliconius melpomene ssp. plesseni,"El Topo, Baños - Puyo road,",,,,12/12/2006,Heliconiine Butterfly Collection Records from University of Cambridge,Box 33,,,,,Male,wild,jpg,2686762,Heliconius melpomene,plesseni,Heliconius,https://zenodo.org/record/2686762/files/CAM009157_d.JPG,non-hybrid,10283_CAM009157_d.JPG,images/Heliconius melpomene ssp. plesseni/10283_CAM009157_d.JPG,26ecb3a34ab06a2e55528e6f187ecf4f,False
 
10082
  CAM021008,11454,CAM021008_d.JPG,dorsal,CAM.coll.images.batch7.csv,https://zenodo.org/record/2702457,"21,008",Heliconius erato ssp. amalfreda,"Bakhuis-Nickerie Rd, Sipaliwini, Suriname",,,,20/02/2014,Heliconiine Butterfly Collection Records from University of Cambridge,Box 169,,,,,Female,wild,jpg,2702457,Heliconius erato,amalfreda,Heliconius,https://zenodo.org/record/2702457/files/CAM021008_d.JPG,non-hybrid,11454_CAM021008_d.JPG,images/Heliconius erato ssp. amalfreda/11454_CAM021008_d.JPG,a80a6a8bfa9c4def940601779091b65f,False
10083
  CAM021009,11456,CAM021009_d.JPG,dorsal,CAM.coll.images.batch7.csv,https://zenodo.org/record/2702457,"21,009",Dryas iulia,"Van Ams Camp, Bakhuis, Sipaliwini, Suriname",,,,20/02/2014,Heliconiine Butterfly Collection Records from University of Cambridge,Box 169,,,,,Female,wild,jpg,2702457,Dryas iulia,,Dryas,https://zenodo.org/record/2702457/files/CAM021009_d.JPG,,11456_CAM021009_d.JPG,images/Dryas iulia/11456_CAM021009_d.JPG,324749dd4dd0ec13589f39ab928e7f9b,False
10084
  CAM021010,11458,CAM021010_d.JPG,dorsal,CAM.coll.images.batch7.csv,https://zenodo.org/record/2702457,"21,010",Heliconius erato ssp. amalfreda,"Bakhuis-Nickerie Rd, Sipaliwini, Suriname",,,,21/02/2014,Heliconiine Butterfly Collection Records from University of Cambridge,Box 169,,,,,,wild,jpg,2702457,Heliconius erato,amalfreda,Heliconius,https://zenodo.org/record/2702457/files/CAM021010_d.JPG,non-hybrid,11458_CAM021010_d.JPG,images/Heliconius erato ssp. amalfreda/11458_CAM021010_d.JPG,2728cc551f99dc5624a41cfc0ccf2b5d,False
 
10085
  CAM021012,11462,CAM021012_d.JPG,dorsal,CAM.coll.images.batch7.csv,https://zenodo.org/record/2702457,"21,012",Heliconius ricini,"Bakhuis-Nickerie Rd, Sipaliwini, Suriname",,,,22/02/2014,Heliconiine Butterfly Collection Records from University of Cambridge,Box 169,,,,,,wild,jpg,2702457,Heliconius ricini,,Heliconius,https://zenodo.org/record/2702457/files/CAM021012_d.JPG,,11462_CAM021012_d.JPG,images/Heliconius ricini/11462_CAM021012_d.JPG,59f0ecf972fdfebd57e34f15fd8c29db,False
10086
  CAM021015,11468,CAM021015_d.JPG,dorsal,CAM.coll.images.batch7.csv,https://zenodo.org/record/2702457,"21,015",Perrhybris pamela,"Bakhuis-Nickerie Rd, Sipaliwini, Suriname",,,,21/02/2014,Heliconiine Butterfly Collection Records from University of Cambridge,Box 169,,,,,,wild,jpg,2702457,Perrhybris pamela,,Perrhybris,https://zenodo.org/record/2702457/files/CAM021015_d.JPG,,11468_CAM021015_d.JPG,images/Perrhybris pamela/11468_CAM021015_d.JPG,ff332f9d4bb6c6a944ba5168e73d912d,False
10087
  CAM021017,11472,CAM021017_d.JPG,dorsal,CAM.coll.images.batch7.csv,https://zenodo.org/record/2702457,"21,017",Dryas iulia,"Bakhuis-Nickerie Rd, Sipaliwini, Suriname",,,,,Heliconiine Butterfly Collection Records from University of Cambridge,Box 169,,,,,Female,wild,jpg,2702457,Dryas iulia,,Dryas,https://zenodo.org/record/2702457/files/CAM021017_d.JPG,,11472_CAM021017_d.JPG,images/Dryas iulia/11472_CAM021017_d.JPG,45f7e3e1ab840cb19b59546584075dd7,False
 
10200
  CAM036011,41095,CAM036011_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,011",Heliconius melpomene ssp. nanna,Caetes - EC04,,,,12/12/2020,,,,,,,,,jpg,5561246,Heliconius melpomene,nanna,Heliconius,https://zenodo.org/record/5561246/files/CAM036011_d.JPG,non-hybrid,41095_CAM036011_d.JPG,images/Heliconius melpomene ssp. nanna/41095_CAM036011_d.JPG,0415fe5b0a8bb8ecdbe097a6c4e6298e,False
10201
  CAM036012,41098,CAM036012_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,012",Hypothyris ninonia ssp. daetina,Saltinho - RS01,,,,12/12/2020,,,,,,,,,raw,5561246,Hypothyris ninonia,daetina,Hypothyris,https://zenodo.org/record/5561246/files/CAM036012_d.CR2,non-hybrid,41098_CAM036012_d.CR2,images/Hypothyris ninonia ssp. daetina/41098_CAM036012_d.CR2,edf566bad43a06afdb0b79d9bb8650d5,False
10202
  CAM036012,41099,CAM036012_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,012",Hypothyris ninonia ssp. daetina,Saltinho - RS01,,,,12/12/2020,,,,,,,,,jpg,5561246,Hypothyris ninonia,daetina,Hypothyris,https://zenodo.org/record/5561246/files/CAM036012_d.JPG,non-hybrid,41099_CAM036012_d.JPG,images/Hypothyris ninonia ssp. daetina/41099_CAM036012_d.JPG,c85d6709092c6b4e52abf105502ef22c,False
10203
+ CAM036013,41102,CAM036013_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,013",Ithomiinae sp.,Saltinho - RS02,,,,12/12/2020,,,,,,,Female,,raw,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036013_d.CR2,,41102_CAM036013_d.CR2,images/Ithomiinae/41102_CAM036013_d.CR2,97305a3699b3e22fcf01053b95c2711c,False
10204
+ CAM036013,41103,CAM036013_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,013",Ithomiinae sp.,Saltinho - RS02,,,,12/12/2020,,,,,,,Female,,jpg,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036013_d.JPG,,41103_CAM036013_d.JPG,images/Ithomiinae/41103_CAM036013_d.JPG,dc9005d9df115853cffcca9db0b56afd,False
10205
  CAM036038,41106,CAM036038_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,038",Mechanitis lysimnia ssp. nesaea,Saltinho - RS05,,,,13/12/2020,,,,,,,Female,,raw,5561246,Mechanitis lysimnia,nesaea,Mechanitis,https://zenodo.org/record/5561246/files/CAM036038_d.CR2,non-hybrid,41106_CAM036038_d.CR2,images/Mechanitis lysimnia ssp. nesaea/41106_CAM036038_d.CR2,b8715ce7074ac228de756058bb2bacb1,False
10206
  CAM036038,41107,CAM036038_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,038",Mechanitis lysimnia ssp. nesaea,Saltinho - RS05,,,,13/12/2020,,,,,,,Female,,jpg,5561246,Mechanitis lysimnia,nesaea,Mechanitis,https://zenodo.org/record/5561246/files/CAM036038_d.JPG,non-hybrid,41107_CAM036038_d.JPG,images/Mechanitis lysimnia ssp. nesaea/41107_CAM036038_d.JPG,6ba0722171d2cea864f1364a9a678867,False
10207
+ CAM036039,41110,CAM036039_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,039",Ithomiinae sp.,Saltinho - RS07,,,,13/12/2020,,,,,,,,,raw,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036039_d.CR2,,41110_CAM036039_d.CR2,images/Ithomiinae/41110_CAM036039_d.CR2,17a063762fb3c1c2598ac71b8fb375e0,False
10208
+ CAM036039,41111,CAM036039_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,039",Ithomiinae sp.,Saltinho - RS07,,,,13/12/2020,,,,,,,,,jpg,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036039_d.JPG,,41111_CAM036039_d.JPG,images/Ithomiinae/41111_CAM036039_d.JPG,60d6bae0256235f45ff46b29d9e678ea,False
10209
  CAM036040,41114,CAM036040_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,040",Mechanitis lysimnia ssp. nesaea,Saltinho - RS08,,,,13/12/2020,,,,,,,Male,,raw,5561246,Mechanitis lysimnia,nesaea,Mechanitis,https://zenodo.org/record/5561246/files/CAM036040_d.CR2,non-hybrid,41114_CAM036040_d.CR2,images/Mechanitis lysimnia ssp. nesaea/41114_CAM036040_d.CR2,fb5a0d563b2ac78c81097183a06f3252,False
10210
  CAM036040,41115,CAM036040_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,040",Mechanitis lysimnia ssp. nesaea,Saltinho - RS08,,,,13/12/2020,,,,,,,Male,,jpg,5561246,Mechanitis lysimnia,nesaea,Mechanitis,https://zenodo.org/record/5561246/files/CAM036040_d.JPG,non-hybrid,41115_CAM036040_d.JPG,images/Mechanitis lysimnia ssp. nesaea/41115_CAM036040_d.JPG,651037297f1a756f24bebe3e20a5d4ce,False
10211
+ CAM036041,41118,CAM036041_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,041",Ithomiinae sp.,Saltinho - RS07,,,,13/12/2020,,,,,,,Female,,raw,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036041_d.CR2,,41118_CAM036041_d.CR2,images/Ithomiinae/41118_CAM036041_d.CR2,8bd825d0b15b84f223484a39597dbe53,False
10212
+ CAM036041,41119,CAM036041_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,041",Ithomiinae sp.,Saltinho - RS07,,,,13/12/2020,,,,,,,Female,,jpg,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036041_d.JPG,,41119_CAM036041_d.JPG,images/Ithomiinae/41119_CAM036041_d.JPG,752be1149a8fe7f9ba3eff1aee93f25e,False
10213
  CAM036042,41122,CAM036042_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,042",Mechanitis lysimnia ssp. nesaea,Saltinho - RS05,,,,13/12/2020,,,,,,,,,raw,5561246,Mechanitis lysimnia,nesaea,Mechanitis,https://zenodo.org/record/5561246/files/CAM036042_d.CR2,non-hybrid,41122_CAM036042_d.CR2,images/Mechanitis lysimnia ssp. nesaea/41122_CAM036042_d.CR2,87a2470eccb849fade5e48b704b3f817,False
10214
  CAM036042,41123,CAM036042_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,042",Mechanitis lysimnia ssp. nesaea,Saltinho - RS05,,,,13/12/2020,,,,,,,,,jpg,5561246,Mechanitis lysimnia,nesaea,Mechanitis,https://zenodo.org/record/5561246/files/CAM036042_d.JPG,non-hybrid,41123_CAM036042_d.JPG,images/Mechanitis lysimnia ssp. nesaea/41123_CAM036042_d.JPG,1f0080c910cd3e1b34d086dfdcf15da4,False
10215
  CAM036043,41127,CAM036043_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,043",Mechanitis lysimnia ssp. nesaea,Saltinho - RS09,,,,13/12/2020,,,,,,,Female,,jpg,5561246,Mechanitis lysimnia,nesaea,Mechanitis,https://zenodo.org/record/5561246/files/CAM036043_d.JPG,non-hybrid,41127_CAM036043_d.JPG,images/Mechanitis lysimnia ssp. nesaea/41127_CAM036043_d.JPG,159627e6b2d239610db6951a4fcc486a,False
 
10218
  CAM036044,41131,CAM036044_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,044",Mechanitis lysimnia ssp. nesaea,Saltinho - RS03,,,,12/12/2020,,,,,,,Female,,jpg,5561246,Mechanitis lysimnia,nesaea,Mechanitis,https://zenodo.org/record/5561246/files/CAM036044_d.JPG,non-hybrid,41131_CAM036044_d.JPG,images/Mechanitis lysimnia ssp. nesaea/41131_CAM036044_d.JPG,bac900228bae0cbdc2be07e109267504,False
10219
  CAM036045,41134,CAM036045_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,045",Heliconius erato ssp. phyllis,Saltinho - RS04,,,,12/12/2020,,,,,,,Female,,raw,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036045_d.CR2,non-hybrid,41134_CAM036045_d.CR2,images/Heliconius erato ssp. phyllis/41134_CAM036045_d.CR2,b4c32670e44fb2fe0ca72caa986da73e,False
10220
  CAM036045,41135,CAM036045_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,045",Heliconius erato ssp. phyllis,Saltinho - RS04,,,,12/12/2020,,,,,,,Female,,jpg,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036045_d.JPG,non-hybrid,41135_CAM036045_d.JPG,images/Heliconius erato ssp. phyllis/41135_CAM036045_d.JPG,e71d476d4ada3978adbcb655e2e261da,False
10221
+ CAM036046,41138,CAM036046_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,046",Ithomiinae sp.,Saltinho - RS06,,,,13/12/2020,,,,,,,Male,,raw,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036046_d.CR2,,41138_CAM036046_d.CR2,images/Ithomiinae/41138_CAM036046_d.CR2,f9536fcbd945252eb1e57bd2e382cb6e,False
10222
+ CAM036046,41139,CAM036046_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,046",Ithomiinae sp.,Saltinho - RS06,,,,13/12/2020,,,,,,,Male,,jpg,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036046_d.JPG,,41139_CAM036046_d.JPG,images/Ithomiinae/41139_CAM036046_d.JPG,69ee91adc172fe691bd93bf8f7724768,False
10223
+ CAM036047,41142,CAM036047_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,047",Ithomiinae sp.,Saltinho - RS06,,,,13/12/2020,,,,,,,Male,,raw,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036047_d.CR2,,41142_CAM036047_d.CR2,images/Ithomiinae/41142_CAM036047_d.CR2,f8f38162f3f92a3bc078884ca4602ee3,False
10224
+ CAM036047,41143,CAM036047_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,047",Ithomiinae sp.,Saltinho - RS06,,,,13/12/2020,,,,,,,Male,,jpg,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036047_d.JPG,,41143_CAM036047_d.JPG,images/Ithomiinae/41143_CAM036047_d.JPG,e94d970ef29fef7113d893a2a54219a9,False
10225
  CAM036048,41146,CAM036048_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,048",Heliconius erato ssp. phyllis,Saltinho - RS06,,,,13/12/2020,,,,,,,Male,,raw,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036048_d.CR2,non-hybrid,41146_CAM036048_d.CR2,images/Heliconius erato ssp. phyllis/41146_CAM036048_d.CR2,249eec34aae4d9ad8cd68301292dcdc1,False
10226
  CAM036048,41147,CAM036048_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,048",Heliconius erato ssp. phyllis,Saltinho - RS06,,,,13/12/2020,,,,,,,Male,,jpg,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036048_d.JPG,non-hybrid,41147_CAM036048_d.JPG,images/Heliconius erato ssp. phyllis/41147_CAM036048_d.JPG,49e571be7adab4c647b898eee359728c,False
10227
  CAM036049,41150,CAM036049_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,049",Heliconius erato ssp. phyllis,Saltinho - RS06,,,,13/12/2020,,,,,,,Male,,raw,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036049_d.CR2,non-hybrid,41150_CAM036049_d.CR2,images/Heliconius erato ssp. phyllis/41150_CAM036049_d.CR2,3b8ebf85ebddc764df32125ec11ea170,False
10228
  CAM036049,41151,CAM036049_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,049",Heliconius erato ssp. phyllis,Saltinho - RS06,,,,13/12/2020,,,,,,,Male,,jpg,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036049_d.JPG,non-hybrid,41151_CAM036049_d.JPG,images/Heliconius erato ssp. phyllis/41151_CAM036049_d.JPG,f8efa7d507c882b09c23556197e117b6,False
10229
+ CAM036050,41154,CAM036050_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,050",Ithomiinae sp.,Saltinho - RS07,,,,13/12/2020,,,,,,,Male,,raw,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036050_d.CR2,,41154_CAM036050_d.CR2,images/Ithomiinae/41154_CAM036050_d.CR2,e0d5c5c793da43f898567c20884fba0c,False
10230
+ CAM036050,41155,CAM036050_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,050",Ithomiinae sp.,Saltinho - RS07,,,,13/12/2020,,,,,,,Male,,jpg,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036050_d.JPG,,41155_CAM036050_d.JPG,images/Ithomiinae/41155_CAM036050_d.JPG,5fae8f87c29be9d70ba37248288ad2d4,False
10231
  CAM036051,41158,CAM036051_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,051",Mechanitis lysimnia ssp. nesaea,Saltinho - RS08,,,,13/12/2020,,,,,,,Female,,raw,5561246,Mechanitis lysimnia,nesaea,Mechanitis,https://zenodo.org/record/5561246/files/CAM036051_d.CR2,non-hybrid,41158_CAM036051_d.CR2,images/Mechanitis lysimnia ssp. nesaea/41158_CAM036051_d.CR2,dafd55cbc283a75cfd2f59c4700a65da,False
10232
  CAM036051,41159,CAM036051_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,051",Mechanitis lysimnia ssp. nesaea,Saltinho - RS08,,,,13/12/2020,,,,,,,Female,,jpg,5561246,Mechanitis lysimnia,nesaea,Mechanitis,https://zenodo.org/record/5561246/files/CAM036051_d.JPG,non-hybrid,41159_CAM036051_d.JPG,images/Mechanitis lysimnia ssp. nesaea/41159_CAM036051_d.JPG,f4050dddd544a3b971e555f41ea7456c,False
10233
  CAM036054,41162,CAM036054_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,054",Mechanitis lysimnia ssp. nesaea,Saltinho - RS10,,,,14/12/2020,,,,,,,,,raw,5561246,Mechanitis lysimnia,nesaea,Mechanitis,https://zenodo.org/record/5561246/files/CAM036054_d.CR2,non-hybrid,41162_CAM036054_d.CR2,images/Mechanitis lysimnia ssp. nesaea/41162_CAM036054_d.CR2,8b328bcf2197816513d1cae3d541e85c,False
 
10385
  CAM036183,41467,CAM036183_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,183",Lycorea halia,Guaribas - RG10,,,,20/12/2020,,,,,,,Female,,jpg,5561246,Lycorea halia,,Lycorea,https://zenodo.org/record/5561246/files/CAM036183_d.JPG,,41467_CAM036183_d.JPG,images/Lycorea halia/41467_CAM036183_d.JPG,15ec19a70b220238b5ab5297577fdb75,False
10386
  CAM036184,41470,CAM036184_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,184",Heliconius erato ssp. phyllis,Guaribas - RG10,,,,20/12/2020,,,,,,,Female,,raw,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036184_d.CR2,non-hybrid,41470_CAM036184_d.CR2,images/Heliconius erato ssp. phyllis/41470_CAM036184_d.CR2,f4aff5943debd71ebcc958ed37aee856,False
10387
  CAM036184,41471,CAM036184_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,184",Heliconius erato ssp. phyllis,Guaribas - RG10,,,,20/12/2020,,,,,,,Female,,jpg,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036184_d.JPG,non-hybrid,41471_CAM036184_d.JPG,images/Heliconius erato ssp. phyllis/41471_CAM036184_d.JPG,e069d2f90d4dc25a155e84180f50502c,False
10388
+ CAM036185,41474,CAM036185_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,185",Ithomiinae sp.,Guaribas - RG16,,,,20/12/2020,,,,,,,,,raw,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036185_d.CR2,,41474_CAM036185_d.CR2,images/Ithomiinae/41474_CAM036185_d.CR2,770c2a83bf712515149b96f408aa03b2,False
10389
+ CAM036185,41475,CAM036185_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,185",Ithomiinae sp.,Guaribas - RG16,,,,20/12/2020,,,,,,,,,jpg,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036185_d.JPG,,41475_CAM036185_d.JPG,images/Ithomiinae/41475_CAM036185_d.JPG,134bc3fe1fb02e35230cb8287b7e0e49,False
10390
  CAM036187,41478,CAM036187_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,187",Heliconius melpomene ssp. nanna,Guaribas - RG10,,,,20/12/2020,,,,,,,Female,,raw,5561246,Heliconius melpomene,nanna,Heliconius,https://zenodo.org/record/5561246/files/CAM036187_d.CR2,non-hybrid,41478_CAM036187_d.CR2,images/Heliconius melpomene ssp. nanna/41478_CAM036187_d.CR2,62a60fbdb659f08755be3d37978933d0,False
10391
  CAM036187,41479,CAM036187_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,187",Heliconius melpomene ssp. nanna,Guaribas - RG10,,,,20/12/2020,,,,,,,Female,,jpg,5561246,Heliconius melpomene,nanna,Heliconius,https://zenodo.org/record/5561246/files/CAM036187_d.JPG,non-hybrid,41479_CAM036187_d.JPG,images/Heliconius melpomene ssp. nanna/41479_CAM036187_d.JPG,f0be629a196a7c0f8035ebf465c705c2,False
10392
  CAM036188,41483,CAM036188_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,188",Heliconius erato ssp. phyllis,Guaribas - RG19,,,,20/12/2020,,,,,,,Female,,jpg,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036188_d.JPG,non-hybrid,41483_CAM036188_d.JPG,images/Heliconius erato ssp. phyllis/41483_CAM036188_d.JPG,0e428e3b86ddcb8bc436e6beec778a32,False
 
10515
  CAM036262,41727,CAM036262_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,262",Philaethria dido,Sapiranga - SA09,,,,06/01/2021,,,,,,,,,jpg,5561246,Philaethria dido,,Philaethria,https://zenodo.org/record/5561246/files/CAM036262_d.JPG,,41727_CAM036262_d.JPG,images/Philaethria dido/41727_CAM036262_d.JPG,d72dbed01660d273a52924a08283c1e8,False
10516
  CAM036263,41730,CAM036263_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,263",Philaethria dido,Sapiranga - SA09,,,,06/01/2021,,,,,,,Male,,raw,5561246,Philaethria dido,,Philaethria,https://zenodo.org/record/5561246/files/CAM036263_d.CR2,,41730_CAM036263_d.CR2,images/Philaethria dido/41730_CAM036263_d.CR2,2df241d873aec3fab51ec14c2d367bce,False
10517
  CAM036263,41731,CAM036263_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,263",Philaethria dido,Sapiranga - SA09,,,,06/01/2021,,,,,,,Male,,jpg,5561246,Philaethria dido,,Philaethria,https://zenodo.org/record/5561246/files/CAM036263_d.JPG,,41731_CAM036263_d.JPG,images/Philaethria dido/41731_CAM036263_d.JPG,bc19b9612edaee879d08bf9b99e3e5b1,False
10518
+ CAM036264,41734,CAM036264_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,264",Ithomiinae sp.,Sapiranga - SA10,,,,06/01/2021,,,,,,,Female,,raw,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036264_d.CR2,,41734_CAM036264_d.CR2,images/Ithomiinae/41734_CAM036264_d.CR2,629254d5bd8f4f8d97373b9d954cd14d,False
10519
  CAM036270,41738,CAM036270_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,270",Eueides aliphera,Serra Bonita - SB05,,,,08/01/2021,,,,,,,Male,,raw,5561246,Eueides aliphera,,Eueides,https://zenodo.org/record/5561246/files/CAM036270_d.CR2,,41738_CAM036270_d.CR2,images/Eueides aliphera/41738_CAM036270_d.CR2,98102020419da6ee0d3b290a21a00007,False
10520
  CAM036270,41739,CAM036270_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,270",Eueides aliphera,Serra Bonita - SB05,,,,08/01/2021,,,,,,,Male,,jpg,5561246,Eueides aliphera,,Eueides,https://zenodo.org/record/5561246/files/CAM036270_d.JPG,,41739_CAM036270_d.JPG,images/Eueides aliphera/41739_CAM036270_d.JPG,1413b49f52890273f43ff9786aa7d1ee,False
10521
  CAM036271,41742,CAM036271_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,271",Eueides aliphera,Serra Bonita - SB05,,,,08/01/2021,,,,,,,Female,,raw,5561246,Eueides aliphera,,Eueides,https://zenodo.org/record/5561246/files/CAM036271_d.CR2,,41742_CAM036271_d.CR2,images/Eueides aliphera/41742_CAM036271_d.CR2,14998a2dfa11cef899e78ad98187cbc1,False
 
10542
  CAM036282,41783,CAM036282_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,282",Melinaea ludovica ssp. paraiya,Serra Bonita - SB06,,,,08/01/2021,,,,,,,,,jpg,5561246,Melinaea ludovica,paraiya,Melinaea,https://zenodo.org/record/5561246/files/CAM036282_d.JPG,non-hybrid,41783_CAM036282_d.JPG,images/Melinaea ludovica ssp. paraiya/41783_CAM036282_d.JPG,19a25c25ad86802046ac24e678c5d040,False
10543
  CAM036283,41786,CAM036283_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,283",Mechanitis lysimnia ssp. lysimnia,Serra Bonita - SB01,,,,08/01/2021,,,,,,,,,raw,5561246,Mechanitis lysimnia,lysimnia,Mechanitis,https://zenodo.org/record/5561246/files/CAM036283_d.CR2,non-hybrid,41786_CAM036283_d.CR2,images/Mechanitis lysimnia ssp. lysimnia/41786_CAM036283_d.CR2,392521e56c0f6cc3093cdb48735df1d8,False
10544
  CAM036283,41787,CAM036283_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,283",Mechanitis lysimnia ssp. lysimnia,Serra Bonita - SB01,,,,08/01/2021,,,,,,,,,jpg,5561246,Mechanitis lysimnia,lysimnia,Mechanitis,https://zenodo.org/record/5561246/files/CAM036283_d.JPG,non-hybrid,41787_CAM036283_d.JPG,images/Mechanitis lysimnia ssp. lysimnia/41787_CAM036283_d.JPG,530b15c605bd33d1b94b98d7240c7fd5,False
10545
+ CAM036284,41790,CAM036284_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,284",Ithomiinae sp.,Serra Bonita - SB06,,,,08/01/2021,,,,,,,,,raw,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036284_d.CR2,,41790_CAM036284_d.CR2,images/Ithomiinae/41790_CAM036284_d.CR2,9b9d6c0662908c67f190b303c5ac856b,False
10546
+ CAM036284,41791,CAM036284_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,284",Ithomiinae sp.,Serra Bonita - SB06,,,,08/01/2021,,,,,,,,,jpg,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036284_d.JPG,,41791_CAM036284_d.JPG,images/Ithomiinae/41791_CAM036284_d.JPG,14b53672948ab78407d9447739ed49c2,False
10547
+ CAM036285,41794,CAM036285_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,285",Ithomiinae sp.,Serra Bonita - SB01,,,,08/01/2021,,,,,,,,,raw,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036285_d.CR2,,41794_CAM036285_d.CR2,images/Ithomiinae/41794_CAM036285_d.CR2,0da0e178d330cd9f7b6e2d79a2912627,False
10548
+ CAM036285,41795,CAM036285_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,285",Ithomiinae sp.,Serra Bonita - SB01,,,,08/01/2021,,,,,,,,,jpg,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036285_d.JPG,,41795_CAM036285_d.JPG,images/Ithomiinae/41795_CAM036285_d.JPG,78bb3a915b779067723de2685d4d9be5,False
10549
  CAM036286,41798,CAM036286_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,286",Heterosais edessa,Serra Bonita - SB04,,,,08/01/2021,,,,,,,,,raw,5561246,Heterosais edessa,,Heterosais,https://zenodo.org/record/5561246/files/CAM036286_d.CR2,,41798_CAM036286_d.CR2,images/Heterosais edessa/41798_CAM036286_d.CR2,7ad5f150fa68874f829cfac9be79b19c,False
10550
  CAM036286,41799,CAM036286_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,286",Heterosais edessa,Serra Bonita - SB04,,,,08/01/2021,,,,,,,,,jpg,5561246,Heterosais edessa,,Heterosais,https://zenodo.org/record/5561246/files/CAM036286_d.JPG,,41799_CAM036286_d.JPG,images/Heterosais edessa/41799_CAM036286_d.JPG,eebac78e90a38b66f970ca791e954417,False
10551
+ CAM036287,41802,CAM036287_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,287",Ithomiinae sp.,Serra Bonita - SB05,,,,08/01/2021,,,,,,,,,raw,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036287_d.CR2,,41802_CAM036287_d.CR2,images/Ithomiinae/41802_CAM036287_d.CR2,73be90289074e37478bcfd1f7a30ce3d,False
10552
+ CAM036287,41803,CAM036287_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,287",Ithomiinae sp.,Serra Bonita - SB05,,,,08/01/2021,,,,,,,,,jpg,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036287_d.JPG,,41803_CAM036287_d.JPG,images/Ithomiinae/41803_CAM036287_d.JPG,db8f525357ee19827148b75c7688a92f,False
10553
+ CAM036288,41806,CAM036288_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,288",Ithomiinae sp.,Serra Bonita - SB03,,,,08/01/2021,,,,,,,,,raw,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036288_d.CR2,,41806_CAM036288_d.CR2,images/Ithomiinae/41806_CAM036288_d.CR2,ad5b9e37ef7e3431aeb11a5fe328014f,False
10554
+ CAM036288,41807,CAM036288_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,288",Ithomiinae sp.,Serra Bonita - SB03,,,,08/01/2021,,,,,,,,,jpg,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036288_d.JPG,,41807_CAM036288_d.JPG,images/Ithomiinae/41807_CAM036288_d.JPG,9baa1b1d75ffc0f335bcfb9aac064a10,False
10555
+ CAM036289,41810,CAM036289_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,289",Ithomiinae sp.,Serra Bonita - SB01,,,,08/01/2021,,,,,,,,,raw,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036289_d.CR2,,41810_CAM036289_d.CR2,images/Ithomiinae/41810_CAM036289_d.CR2,0b915d10e8d81f59894d4733ec76832b,False
10556
+ CAM036289,41811,CAM036289_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,289",Ithomiinae sp.,Serra Bonita - SB01,,,,08/01/2021,,,,,,,,,jpg,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036289_d.JPG,,41811_CAM036289_d.JPG,images/Ithomiinae/41811_CAM036289_d.JPG,120f456515fe3af4ff780a29f26d07fe,False
10557
  CAM036290,41814,CAM036290_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,290",Heliconius erato ssp. phyllis,Serra Bonita - SB11,,,,09/01/2021,,,,,,,Male,,raw,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036290_d.CR2,non-hybrid,41814_CAM036290_d.CR2,images/Heliconius erato ssp. phyllis/41814_CAM036290_d.CR2,8578b8a06d42a455d34d8320e43c909d,False
10558
  CAM036290,41815,CAM036290_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,290",Heliconius erato ssp. phyllis,Serra Bonita - SB11,,,,09/01/2021,,,,,,,Male,,jpg,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036290_d.JPG,non-hybrid,41815_CAM036290_d.JPG,images/Heliconius erato ssp. phyllis/41815_CAM036290_d.JPG,ef99f80d99cb4211292290981a61a574,False
10559
  CAM036291,41819,CAM036291_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,291",Heliconius erato ssp. phyllis,Serra Bonita - SB12,,,,09/01/2021,,,,,,,Male,,jpg,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036291_d.JPG,non-hybrid,41819_CAM036291_d.JPG,images/Heliconius erato ssp. phyllis/41819_CAM036291_d.JPG,273ea4f71d4fd064e8d0462e56ff50e5,False
 
10580
  CAM036302,41859,CAM036302_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,302",Oleria astrea,Serra Bonita - SB09,,,,09/01/2021,,,,,,,,,jpg,5561246,Oleria astrea,,Oleria,https://zenodo.org/record/5561246/files/CAM036302_d.JPG,,41859_CAM036302_d.JPG,images/Oleria astrea/41859_CAM036302_d.JPG,e564f9ae449273ab90b39d8204771a4c,False
10581
  CAM036303,41862,CAM036303_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,303",Oleria astrea,Serra Bonita - SB09,,,,09/01/2021,,,,,,,,,raw,5561246,Oleria astrea,,Oleria,https://zenodo.org/record/5561246/files/CAM036303_d.CR2,,41862_CAM036303_d.CR2,images/Oleria astrea/41862_CAM036303_d.CR2,580a051c84f61ea0c304a80f1e09424f,False
10582
  CAM036303,41863,CAM036303_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,303",Oleria astrea,Serra Bonita - SB09,,,,09/01/2021,,,,,,,,,jpg,5561246,Oleria astrea,,Oleria,https://zenodo.org/record/5561246/files/CAM036303_d.JPG,,41863_CAM036303_d.JPG,images/Oleria astrea/41863_CAM036303_d.JPG,90cfe0008f758a5090f3c366cb3a2101,False
 
 
10583
  CAM036327,41870,CAM036327_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,327",Heliconius erato ssp. phyllis,Serra Bonita - SB14,,,,10/01/2021,,,,,,,Male,,raw,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036327_d.CR2,non-hybrid,41870_CAM036327_d.CR2,images/Heliconius erato ssp. phyllis/41870_CAM036327_d.CR2,fd2285efde6962e6d06cffae609501be,False
10584
  CAM036327,41871,CAM036327_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,327",Heliconius erato ssp. phyllis,Serra Bonita - SB14,,,,10/01/2021,,,,,,,Male,,jpg,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036327_d.JPG,non-hybrid,41871_CAM036327_d.JPG,images/Heliconius erato ssp. phyllis/41871_CAM036327_d.JPG,4e410cf162037a6519127c036a7fbb5c,False
10585
  CAM036328,41874,CAM036328_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,328",Heliconius erato ssp. phyllis,Serra Bonita - SB14,,,,10/01/2021,,,,,,,Female,,raw,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036328_d.CR2,non-hybrid,41874_CAM036328_d.CR2,images/Heliconius erato ssp. phyllis/41874_CAM036328_d.CR2,8fbb0fb1efed8864671c40d1b69154be,False
 
10590
  CAM036330,41883,CAM036330_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,330",Heliconius sara,Serra Bonita - SB14,,,,10/01/2021,,,,,,,Female,,jpg,5561246,Heliconius sara,,Heliconius,https://zenodo.org/record/5561246/files/CAM036330_d.JPG,,41883_CAM036330_d.JPG,images/Heliconius sara/41883_CAM036330_d.JPG,5948c078fa6a15cfc5a562751ed41fc0,False
10591
  CAM036331,41887,CAM036331_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,331",Eueides aliphera,Serra Bonita - SB17,,,,10/01/2021,,,,,,,Male,,jpg,5561246,Eueides aliphera,,Eueides,https://zenodo.org/record/5561246/files/CAM036331_d.JPG,,41887_CAM036331_d.JPG,images/Eueides aliphera/41887_CAM036331_d.JPG,272658fac5f020f298bc8875d556d845,False
10592
  CAM036331,41886,CAM036331_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,331",Eueides aliphera,Serra Bonita - SB17,,,,10/01/2021,,,,,,,Male,,raw,5561246,Eueides aliphera,,Eueides,https://zenodo.org/record/5561246/files/CAM036331_d.CR2,,41886_CAM036331_d.CR2,images/Eueides aliphera/41886_CAM036331_d.CR2,03ece951b056d5b2e1ac059b399f5ee7,False
 
 
10593
  CAM036334,41894,CAM036334_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,334",Actinote sp.,Serra Bonita - SB14,,,,10/01/2021,,,,,,,Male,,raw,5561246,Actinote sp.,,Actinote,https://zenodo.org/record/5561246/files/CAM036334_d.CR2,,41894_CAM036334_d.CR2,images/Actinote sp./41894_CAM036334_d.CR2,07d17978b40cbc2a72cf1ac17d769ca1,False
10594
  CAM036334,41895,CAM036334_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,334",Actinote sp.,Serra Bonita - SB14,,,,10/01/2021,,,,,,,Male,,jpg,5561246,Actinote sp.,,Actinote,https://zenodo.org/record/5561246/files/CAM036334_d.JPG,,41895_CAM036334_d.JPG,images/Actinote sp./41895_CAM036334_d.JPG,50c8e669b4ae029b2ab0be7ed537c5ea,False
10595
+ CAM036335,41898,CAM036335_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,335",Ithomiinae sp.,Serra Bonita - SB15,,,,10/01/2021,,,,,,,Male,,raw,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036335_d.CR2,,41898_CAM036335_d.CR2,images/Ithomiinae/41898_CAM036335_d.CR2,00de3bec2fcd0aea10485af5e449c658,False
10596
+ CAM036335,41899,CAM036335_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,335",Ithomiinae sp.,Serra Bonita - SB15,,,,10/01/2021,,,,,,,Male,,jpg,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036335_d.JPG,,41899_CAM036335_d.JPG,images/Ithomiinae/41899_CAM036335_d.JPG,eed570cd0d05eef9821008ae41cefae6,False
10597
  CAM036336,41902,CAM036336_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,336",Hypothyris sp.,Serra Bonita - SB15,,,,10/01/2021,,,,,,,Female,,raw,5561246,Hypothyris sp.,,Hypothyris,https://zenodo.org/record/5561246/files/CAM036336_d.CR2,,41902_CAM036336_d.CR2,images/Hypothyris sp./41902_CAM036336_d.CR2,daea67e0decc713b7ce57d4c2bdfe7c1,False
10598
  CAM036336,41903,CAM036336_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,336",Hypothyris sp.,Serra Bonita - SB15,,,,10/01/2021,,,,,,,Female,,jpg,5561246,Hypothyris sp.,,Hypothyris,https://zenodo.org/record/5561246/files/CAM036336_d.JPG,,41903_CAM036336_d.JPG,images/Hypothyris sp./41903_CAM036336_d.JPG,9ab49175500bce2ee3569c838976bcbc,False
10599
  CAM036337,41906,CAM036337_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,337",Mechanitis lysimnia ssp. nesaea,Serra Bonita - SB15,,,,10/01/2021,,,,,,,Female,,raw,5561246,Mechanitis lysimnia,nesaea,Mechanitis,https://zenodo.org/record/5561246/files/CAM036337_d.CR2,non-hybrid,41906_CAM036337_d.CR2,images/Mechanitis lysimnia ssp. nesaea/41906_CAM036337_d.CR2,b7369d132d79d97ac61c0f5110f46a09,False
 
10612
  CAM036345,41930,CAM036345_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,345",Heliconius sp.,Serra Bonita - SB15,,,,10/01/2021,,,,,,,Male,,raw,5561246,Heliconius sp.,,Heliconius,https://zenodo.org/record/5561246/files/CAM036345_d.CR2,,41930_CAM036345_d.CR2,images/Heliconius sp./41930_CAM036345_d.CR2,a6b223f83f943537f5806542923e7ef8,False
10613
  CAM036346,41934,CAM036346_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,346",Mechanitis lysimnia ssp. lysimnia,Serra Bonita - SB16,,,,10/01/2021,,,,,,,Female,,raw,5561246,Mechanitis lysimnia,lysimnia,Mechanitis,https://zenodo.org/record/5561246/files/CAM036346_d.CR2,non-hybrid,41934_CAM036346_d.CR2,images/Mechanitis lysimnia ssp. lysimnia/41934_CAM036346_d.CR2,56eeb16d9dbcb7e5194b02c809547c22,False
10614
  CAM036346,41935,CAM036346_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,346",Mechanitis lysimnia ssp. lysimnia,Serra Bonita - SB16,,,,10/01/2021,,,,,,,Female,,jpg,5561246,Mechanitis lysimnia,lysimnia,Mechanitis,https://zenodo.org/record/5561246/files/CAM036346_d.JPG,non-hybrid,41935_CAM036346_d.JPG,images/Mechanitis lysimnia ssp. lysimnia/41935_CAM036346_d.JPG,311269b6b5bdcf18a24df5c17ae62aa2,False
10615
+ CAM036347,41938,CAM036347_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,347",Ithomiinae sp.,Serra Bonita - SB15,,,,10/01/2021,,,,,,,Female,,raw,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036347_d.CR2,,41938_CAM036347_d.CR2,images/Ithomiinae/41938_CAM036347_d.CR2,07a6ea3c53805795f65788488c7734cc,False
10616
+ CAM036347,41939,CAM036347_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,347",Ithomiinae sp.,Serra Bonita - SB15,,,,10/01/2021,,,,,,,Female,,jpg,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036347_d.JPG,,41939_CAM036347_d.JPG,images/Ithomiinae/41939_CAM036347_d.JPG,22c01d26df296667be628ccd6e0bbb4c,False
10617
+ CAM036348,41943,CAM036348_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,348",Ithomiinae sp.,Serra Bonita - SB16,,,,10/01/2021,,,,,,,,,jpg,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036348_d.JPG,,41943_CAM036348_d.JPG,images/Ithomiinae/41943_CAM036348_d.JPG,39e32ae0297982e4104fc23f56c25d96,False
10618
+ CAM036348,41942,CAM036348_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,348",Ithomiinae sp.,Serra Bonita - SB16,,,,10/01/2021,,,,,,,,,raw,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036348_d.CR2,,41942_CAM036348_d.CR2,images/Ithomiinae/41942_CAM036348_d.CR2,9140e3d5dda1e4d6a263095c15a451f4,False
10619
  CAM036349,41947,CAM036349_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,349",Hypothyris ninonia ssp. daeta,Serra Bonita - SB15,,,,10/01/2021,,,,,,,Male,,jpg,5561246,Hypothyris ninonia,daeta,Hypothyris,https://zenodo.org/record/5561246/files/CAM036349_d.JPG,non-hybrid,41947_CAM036349_d.JPG,images/Hypothyris ninonia ssp. daeta/41947_CAM036349_d.JPG,2bb7abb52d28deca8bbaf360660dbe84,False
10620
  CAM036349,41946,CAM036349_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,349",Hypothyris ninonia ssp. daeta,Serra Bonita - SB15,,,,10/01/2021,,,,,,,Male,,raw,5561246,Hypothyris ninonia,daeta,Hypothyris,https://zenodo.org/record/5561246/files/CAM036349_d.CR2,non-hybrid,41946_CAM036349_d.CR2,images/Hypothyris ninonia ssp. daeta/41946_CAM036349_d.CR2,ae66a68d43f8518cee020bdb7d64f395,False
10621
  CAM036350,41951,CAM036350_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,350",Heliconius erato ssp. phyllis,Santa Lucia - SL02,,,,13/01/2021,,,,,,,Female,,jpg,5561246,Heliconius erato,phyllis,Heliconius,https://zenodo.org/record/5561246/files/CAM036350_d.JPG,non-hybrid,41951_CAM036350_d.JPG,images/Heliconius erato ssp. phyllis/41951_CAM036350_d.JPG,4d805b232b42cde1e2cc764c00d22306,False
 
10638
  CAM036358,41983,CAM036358_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,358",Placidina euryanassa,Santa Lucia - SL01,,,,13/01/2021,,,,,,,,,jpg,5561246,Placidina euryanassa,,Placidina,https://zenodo.org/record/5561246/files/CAM036358_d.JPG,,41983_CAM036358_d.JPG,images/Placidina euryanassa/41983_CAM036358_d.JPG,6711e5a46db99788f23a0f3d65e0dc58,False
10639
  CAM036359,41986,CAM036359_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,359",Placidina euryanassa,Santa Lucia - SL02,,,,13/01/2021,,,,,,,Male,,raw,5561246,Placidina euryanassa,,Placidina,https://zenodo.org/record/5561246/files/CAM036359_d.CR2,,41986_CAM036359_d.CR2,images/Placidina euryanassa/41986_CAM036359_d.CR2,af8b7cc6fee3dbb8882e4e1d1cdc5c8f,False
10640
  CAM036359,41987,CAM036359_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,359",Placidina euryanassa,Santa Lucia - SL02,,,,13/01/2021,,,,,,,Male,,jpg,5561246,Placidina euryanassa,,Placidina,https://zenodo.org/record/5561246/files/CAM036359_d.JPG,,41987_CAM036359_d.JPG,images/Placidina euryanassa/41987_CAM036359_d.JPG,1c7693a1738f7af2e5c8afaa1fa182a7,False
10641
+ CAM036360,41990,CAM036360_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,360",Ithomiinae sp.,Santa Lucia - SL01,,,,13/01/2021,,,,,,,Male,,raw,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036360_d.CR2,,41990_CAM036360_d.CR2,images/Ithomiinae/41990_CAM036360_d.CR2,abe983ed12582838aad66510d2e234d9,False
10642
+ CAM036360,41991,CAM036360_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,360",Ithomiinae sp.,Santa Lucia - SL01,,,,13/01/2021,,,,,,,Male,,jpg,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036360_d.JPG,,41991_CAM036360_d.JPG,images/Ithomiinae/41991_CAM036360_d.JPG,5e62d4fead6f5681181c5e065adb4388,False
10643
  CAM036361,41995,CAM036361_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,361",Napeogenes rhezia ssp. yanetta,Santa Lucia - SL04,,,,13/01/2021,,,,,,,,,jpg,5561246,Napeogenes rhezia,yanetta,Napeogenes,https://zenodo.org/record/5561246/files/CAM036361_d.JPG,non-hybrid,41995_CAM036361_d.JPG,images/Napeogenes rhezia ssp. yanetta/41995_CAM036361_d.JPG,b767d922280d3644b127a2ba05d1e2c4,False
10644
  CAM036361,41994,CAM036361_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,361",Napeogenes rhezia ssp. yanetta,Santa Lucia - SL04,,,,13/01/2021,,,,,,,,,raw,5561246,Napeogenes rhezia,yanetta,Napeogenes,https://zenodo.org/record/5561246/files/CAM036361_d.CR2,non-hybrid,41994_CAM036361_d.CR2,images/Napeogenes rhezia ssp. yanetta/41994_CAM036361_d.CR2,6d2abd6a3d4ab7996f4dd1ad75e781ce,False
10645
+ CAM036362,41999,CAM036362_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,362",Ithomiinae sp.,Santa Lucia - SL01,,,,13/01/2021,,,,,,,,,jpg,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036362_d.JPG,,41999_CAM036362_d.JPG,images/Ithomiinae/41999_CAM036362_d.JPG,a0bb856bd7f74464ed67b548466543f7,False
10646
+ CAM036362,41998,CAM036362_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,362",Ithomiinae sp.,Santa Lucia - SL01,,,,13/01/2021,,,,,,,,,raw,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036362_d.CR2,,41998_CAM036362_d.CR2,images/Ithomiinae/41998_CAM036362_d.CR2,bbe8111a22a2a12be46bbd7ae3b33061,False
10647
  CAM036363,42003,CAM036363_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,363",Placidina euryanassa,Santa Lucia - SL01,,,,12/01/2021,,,,,,,,,jpg,5561246,Placidina euryanassa,,Placidina,https://zenodo.org/record/5561246/files/CAM036363_d.JPG,,42003_CAM036363_d.JPG,images/Placidina euryanassa/42003_CAM036363_d.JPG,c2970f519bef86bd7ffc02214e34e6ff,False
10648
  CAM036363,42002,CAM036363_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,363",Placidina euryanassa,Santa Lucia - SL01,,,,12/01/2021,,,,,,,,,raw,5561246,Placidina euryanassa,,Placidina,https://zenodo.org/record/5561246/files/CAM036363_d.CR2,,42002_CAM036363_d.CR2,images/Placidina euryanassa/42002_CAM036363_d.CR2,54a418fbc871d985cea51b94c709207a,False
10649
  CAM036364,42006,CAM036364_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,364",Hypothyris ninonia ssp. daeta,Santa Lucia - SL04,,,,12/01/2021,,,,,,,,,raw,5561246,Hypothyris ninonia,daeta,Hypothyris,https://zenodo.org/record/5561246/files/CAM036364_d.CR2,non-hybrid,42006_CAM036364_d.CR2,images/Hypothyris ninonia ssp. daeta/42006_CAM036364_d.CR2,e73e12b51392705db5122ad82392459d,False
 
10704
  CAM036413,42115,CAM036413_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,413",Placidina euryanassa,Santa Lucia - SL01,,,,15/01/2021,,,,,,,Male,,jpg,5561246,Placidina euryanassa,,Placidina,https://zenodo.org/record/5561246/files/CAM036413_d.JPG,,42115_CAM036413_d.JPG,images/Placidina euryanassa/42115_CAM036413_d.JPG,9887ad3cd4ec09686a1504caf310be5f,False
10705
  CAM036414,42118,CAM036414_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,414",Placidina euryanassa,Santa Lucia - SL02,,,,15/01/2021,,,,,,,Female,,raw,5561246,Placidina euryanassa,,Placidina,https://zenodo.org/record/5561246/files/CAM036414_d.CR2,,42118_CAM036414_d.CR2,images/Placidina euryanassa/42118_CAM036414_d.CR2,6b4cb1001f0b57a514ed1c578f7cb398,False
10706
  CAM036414,42119,CAM036414_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,414",Placidina euryanassa,Santa Lucia - SL02,,,,15/01/2021,,,,,,,Female,,jpg,5561246,Placidina euryanassa,,Placidina,https://zenodo.org/record/5561246/files/CAM036414_d.JPG,,42119_CAM036414_d.JPG,images/Placidina euryanassa/42119_CAM036414_d.JPG,2ecbffab291848108d389e41c16f2f07,False
10707
+ CAM036415,42122,CAM036415_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,415",Ithomiinae sp.,Santa Lucia - SL01,,,,15/01/2021,,,,,,,,,raw,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036415_d.CR2,,42122_CAM036415_d.CR2,images/Ithomiinae/42122_CAM036415_d.CR2,acae2775338f23fe6e664c412bbf576e,False
10708
+ CAM036415,42123,CAM036415_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,415",Ithomiinae sp.,Santa Lucia - SL01,,,,15/01/2021,,,,,,,,,jpg,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036415_d.JPG,,42123_CAM036415_d.JPG,images/Ithomiinae/42123_CAM036415_d.JPG,ca43f34a3d8d5e7ec314ccf47cd27f2d,False
10709
  CAM036416,42126,CAM036416_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,416",Heliconius ethilla,Itatiaia - PNI01,,,,17/01/2021,,,,,,,Male,,raw,5561246,Heliconius ethilla,,Heliconius,https://zenodo.org/record/5561246/files/CAM036416_d.CR2,,42126_CAM036416_d.CR2,images/Heliconius ethilla/42126_CAM036416_d.CR2,6d5985eadb6d81ee6704862cc5506010,False
10710
  CAM036416,42127,CAM036416_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,416",Heliconius ethilla,Itatiaia - PNI01,,,,17/01/2021,,,,,,,Male,,jpg,5561246,Heliconius ethilla,,Heliconius,https://zenodo.org/record/5561246/files/CAM036416_d.JPG,,42127_CAM036416_d.JPG,images/Heliconius ethilla/42127_CAM036416_d.JPG,e8db7e83e0056c51635b5774379136aa,False
10711
  CAM036417,42130,CAM036417_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,417",Heliconius ethilla,Itatiaia - PNI01,,,,17/01/2021,,,,,,,Male,,raw,5561246,Heliconius ethilla,,Heliconius,https://zenodo.org/record/5561246/files/CAM036417_d.CR2,,42130_CAM036417_d.CR2,images/Heliconius ethilla/42130_CAM036417_d.CR2,7fd0a4227cd194b0de1bcb65bfc1eea4,False
 
10727
  CAM036460,42163,CAM036460_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,460",Mechanitis lysimnia ssp. lysimnia,Itatiaia - PNI02,,,,19/01/2021,,,,,,,Male,,jpg,5561246,Mechanitis lysimnia,lysimnia,Mechanitis,https://zenodo.org/record/5561246/files/CAM036460_d.JPG,non-hybrid,42163_CAM036460_d.JPG,images/Mechanitis lysimnia ssp. lysimnia/42163_CAM036460_d.JPG,dd9c5f4e5124eac07bc747be22ac1cc9,False
10728
  CAM036461,42166,CAM036461_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,461",Mechanitis lysimnia ssp. lysimnia,Itatiaia - PNI02,,,,19/01/2021,,,,,,,Female,,raw,5561246,Mechanitis lysimnia,lysimnia,Mechanitis,https://zenodo.org/record/5561246/files/CAM036461_d.CR2,non-hybrid,42166_CAM036461_d.CR2,images/Mechanitis lysimnia ssp. lysimnia/42166_CAM036461_d.CR2,5f0689215cfbc36c60d8f37f8b02b1d9,False
10729
  CAM036461,42167,CAM036461_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,461",Mechanitis lysimnia ssp. lysimnia,Itatiaia - PNI02,,,,19/01/2021,,,,,,,Female,,jpg,5561246,Mechanitis lysimnia,lysimnia,Mechanitis,https://zenodo.org/record/5561246/files/CAM036461_d.JPG,non-hybrid,42167_CAM036461_d.JPG,images/Mechanitis lysimnia ssp. lysimnia/42167_CAM036461_d.JPG,0e421b5772c59f5877e3540ccc093e92,False
 
 
 
 
10730
  CAM036464,42178,CAM036464_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,464",Episcada sylvo,Itatiaia - PNI02,,,,19/01/2021,,,,,,,,,raw,5561246,Episcada sylvo,,Episcada,https://zenodo.org/record/5561246/files/CAM036464_d.CR2,,42178_CAM036464_d.CR2,images/Episcada sylvo/42178_CAM036464_d.CR2,072978cd7528c47c22e40eb9e7c61786,False
10731
  CAM036464,42179,CAM036464_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,464",Episcada sylvo,Itatiaia - PNI02,,,,19/01/2021,,,,,,,,,jpg,5561246,Episcada sylvo,,Episcada,https://zenodo.org/record/5561246/files/CAM036464_d.JPG,,42179_CAM036464_d.JPG,images/Episcada sylvo/42179_CAM036464_d.JPG,2fca7c23a1beda88bef6a1c485d6bd0a,False
10732
  CAM036466,42182,CAM036466_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,466",Eueides pavana,Itatiaia - PNI02,,,,19/01/2021,,,,,,,Male,,raw,5561246,Eueides pavana,,Eueides,https://zenodo.org/record/5561246/files/CAM036466_d.CR2,,42182_CAM036466_d.CR2,images/Eueides pavana/42182_CAM036466_d.CR2,11db087708e464e3799b176c42921936,False
 
10763
  CAM036499,42243,CAM036499_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,499",Ithomia drymo,Japi - JA04,,,,20/01/2021,,,,,,,Male,,jpg,5561246,Ithomia drymo,,Ithomia,https://zenodo.org/record/5561246/files/CAM036499_d.JPG,,42243_CAM036499_d.JPG,images/Ithomia drymo/42243_CAM036499_d.JPG,9f64e5c9f1763ca2f7a729a72e9326d3,False
10764
  CAM036500,42247,CAM036500_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,500",Ithomia drymo,Japi - JA04,,,,20/01/2021,,,,,,,Female,,jpg,5561246,Ithomia drymo,,Ithomia,https://zenodo.org/record/5561246/files/CAM036500_d.JPG,,42247_CAM036500_d.JPG,images/Ithomia drymo/42247_CAM036500_d.JPG,bb1ba0446e8b08dbb282f307b9d84a55,False
10765
  CAM036500,42246,CAM036500_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,500",Ithomia drymo,Japi - JA04,,,,20/01/2021,,,,,,,Female,,raw,5561246,Ithomia drymo,,Ithomia,https://zenodo.org/record/5561246/files/CAM036500_d.CR2,,42246_CAM036500_d.CR2,images/Ithomia drymo/42246_CAM036500_d.CR2,774d14c5139b68539216f29b36ac6989,False
10766
+ CAM036502,42250,CAM036502_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,502",Ithomiinae sp.,Japi - JA08,,,,21/01/2021,,,,,,,Female,,raw,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036502_d.CR2,,42250_CAM036502_d.CR2,images/Ithomiinae/42250_CAM036502_d.CR2,99927c585784e70a60fc1a0a3e769d0b,False
10767
+ CAM036502,42251,CAM036502_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,502",Ithomiinae sp.,Japi - JA08,,,,21/01/2021,,,,,,,Female,,jpg,5561246,Ithomiinae sp.,,Ithomiinae,https://zenodo.org/record/5561246/files/CAM036502_d.JPG,,42251_CAM036502_d.JPG,images/Ithomiinae/42251_CAM036502_d.JPG,e397de98226643a58780a33cb22f8999,False
10768
  CAM036503,42254,CAM036503_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,503",Eueides aliphera,Japi - JA10,,,,21/01/2021,,,,,,,Female,,raw,5561246,Eueides aliphera,,Eueides,https://zenodo.org/record/5561246/files/CAM036503_d.CR2,,42254_CAM036503_d.CR2,images/Eueides aliphera/42254_CAM036503_d.CR2,ef834cbea4a47165ee091bb08d0c2ccf,False
10769
  CAM036503,42255,CAM036503_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,503",Eueides aliphera,Japi - JA10,,,,21/01/2021,,,,,,,Female,,jpg,5561246,Eueides aliphera,,Eueides,https://zenodo.org/record/5561246/files/CAM036503_d.JPG,,42255_CAM036503_d.JPG,images/Eueides aliphera/42255_CAM036503_d.JPG,b65278ae7ec15784936b96b156d272c9,False
10770
  CAM036504,42258,CAM036504_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,504",Eueides isabella,Japi - JA10,,,,21/01/2021,,,,,,,Female,,raw,5561246,Eueides isabella,,Eueides,https://zenodo.org/record/5561246/files/CAM036504_d.CR2,,42258_CAM036504_d.CR2,images/Eueides isabella/42258_CAM036504_d.CR2,c0e52709a2ced91cc4198daa368e4fa7,False
 
11649
  CAM040752,13146,CAM040752_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo.org/record/2714333,"40,752",Heliconius erato ssp. cyrbia,"Puerto Quito, La Isla",ERS4201804,,,07/06/2017,Heliconiine Butterfly Collection Records from University of Cambridge,Box 175,,,,,Male,wild,jpg,2714333,Heliconius erato,cyrbia,Heliconius,https://zenodo.org/record/2714333/files/CAM040752_d.JPG,non-hybrid,13146_CAM040752_d.JPG,images/Heliconius erato ssp. cyrbia/13146_CAM040752_d.JPG,a91e46d906773af3846367b4d8906c5c,False
11650
  CAM040753,13148,CAM040753_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo.org/record/2714333,"40,753",Heliconius erato ssp. cyrbia,"Puerto Quito, La Isla",ERS4201805,,,07/06/2017,Heliconiine Butterfly Collection Records from University of Cambridge,Box 175,,,,,Male,wild,jpg,2714333,Heliconius erato,cyrbia,Heliconius,https://zenodo.org/record/2714333/files/CAM040753_d.JPG,non-hybrid,13148_CAM040753_d.JPG,images/Heliconius erato ssp. cyrbia/13148_CAM040753_d.JPG,b36998752406da337540daf2288a66d5,False
11651
  CAM040754,13150,CAM040754_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo.org/record/2714333,"40,754",Heliconius erato ssp. cyrbia,"Puerto Quito, La Isla",ERS4201806,,,07/06/2017,Heliconiine Butterfly Collection Records from University of Cambridge,Box 175,,,,,Male,wild,jpg,2714333,Heliconius erato,cyrbia,Heliconius,https://zenodo.org/record/2714333/files/CAM040754_d.JPG,non-hybrid,13150_CAM040754_d.JPG,images/Heliconius erato ssp. cyrbia/13150_CAM040754_d.JPG,9eb4df97d440ba000ef32121e656726b,False
11652
+ CAM040755,13152,CAM040755_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo.org/record/2714333,"40,755",Heliconius sp.,"Puerto Quito, La Isla",,,,07/06/2017,Heliconiine Butterfly Collection Records from University of Cambridge,Box 175,,,,,Female,wild,jpg,2714333,Heliconius sp.,,Heliconius,https://zenodo.org/record/2714333/files/CAM040755_d.JPG,,13152_CAM040755_d.JPG,images/Heliconius/13152_CAM040755_d.JPG,b2de361fb5b2494264e8bab8e4b8a900,False
11653
  CAM040756,13154,CAM040756_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo.org/record/2714333,"40,756",Heliconius eleuchia ssp. primularis,Mashpi to Pachijal 1,ERS7262931,,,07/03/2017,Heliconiine Butterfly Collection Records from University of Cambridge,Box 175,,,,,Male,wild,jpg,2714333,Heliconius eleuchia,primularis,Heliconius,https://zenodo.org/record/2714333/files/CAM040756_d.JPG,non-hybrid,13154_CAM040756_d.JPG,images/Heliconius eleuchia ssp. primularis/13154_CAM040756_d.JPG,5621d93d10567094a9b0048e55f9ce62,False
11654
  CAM040757,13156,CAM040757_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo.org/record/2714333,"40,757",Heliconius erato ssp. cyrbia,"Puerto Quito, La Isla",ERS4201807,,,07/07/2017,Heliconiine Butterfly Collection Records from University of Cambridge,Box 175,,,,,Male,wild,jpg,2714333,Heliconius erato,cyrbia,Heliconius,https://zenodo.org/record/2714333/files/CAM040757_d.JPG,non-hybrid,13156_CAM040757_d.JPG,images/Heliconius erato ssp. cyrbia/13156_CAM040757_d.JPG,c906dcdb9bd73ed2bc240727fd6cac94,False
11655
  CAM040758,13158,CAM040758_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo.org/record/2714333,"40,758",Heliconius erato ssp. cyrbia,"Puerto Quito, La Isla",ERS4212680,,,07/07/2017,Heliconiine Butterfly Collection Records from University of Cambridge,Box 175,,,,,Male,wild,jpg,2714333,Heliconius erato,cyrbia,Heliconius,https://zenodo.org/record/2714333/files/CAM040758_d.JPG,non-hybrid,13158_CAM040758_d.JPG,images/Heliconius erato ssp. cyrbia/13158_CAM040758_d.JPG,a71b66af25539271c2f1e02ac053c1c5,False
 
11823
  CAM040927,13493,CAM040927_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo.org/record/2714333,"40,927",Heliconius erato ssp. cyrbia,Bilsa Biological Station,,,,07/09/2017,Heliconiine Butterfly Collection Records from University of Cambridge,Box 176,,,,,Male,wild,jpg,2714333,Heliconius erato,cyrbia,Heliconius,https://zenodo.org/record/2714333/files/CAM040927_d.JPG,non-hybrid,13493_CAM040927_d.JPG,images/Heliconius erato ssp. cyrbia/13493_CAM040927_d.JPG,07506aad3c63448d91ae932de25b25c5,False
11824
  CAM040928,13495,CAM040928_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo.org/record/2714333,"40,928",Heliconius erato ssp. cyrbia,Bilsa Biological Station,,,,07/09/2017,Heliconiine Butterfly Collection Records from University of Cambridge,Box 176,,,,,Male,wild,jpg,2714333,Heliconius erato,cyrbia,Heliconius,https://zenodo.org/record/2714333/files/CAM040928_d.JPG,non-hybrid,13495_CAM040928_d.JPG,images/Heliconius erato ssp. cyrbia/13495_CAM040928_d.JPG,8d9912b98d173c510ff1178ac104e503,False
11825
  CAM040929,13497,CAM040929_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo.org/record/2714333,"40,929",Heliconius doris ssp. doris,Bilsa Biological Station,,,,07/09/2017,Heliconiine Butterfly Collection Records from University of Cambridge,Box 176,,,,,Male,wild,jpg,2714333,Heliconius doris,doris,Heliconius,https://zenodo.org/record/2714333/files/CAM040929_d.JPG,non-hybrid,13497_CAM040929_d.JPG,images/Heliconius doris ssp. doris/13497_CAM040929_d.JPG,753db7ca092f21e70b64cbd5d4157b7b,False
11826
+ CAM040930,13499,CAM040930_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo.org/record/2714333,"40,930",Heliconius sp.,Bilsa Biological Station,,,,07/09/2017,Heliconiine Butterfly Collection Records from University of Cambridge,Box 176,,,,,Male,wild,jpg,2714333,Heliconius sp.,,Heliconius,https://zenodo.org/record/2714333/files/CAM040930_d.JPG,,13499_CAM040930_d.JPG,images/Heliconius/13499_CAM040930_d.JPG,372fd8fb09112c373bb2f0487abed8ef,False
11827
  CAM040931,13501,CAM040931_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo.org/record/2714333,"40,931",Heliconius doris ssp. doris,Herrera to Bilsa 1,,,,07/09/2017,Heliconiine Butterfly Collection Records from University of Cambridge,Box 176,,,,,Male,wild,jpg,2714333,Heliconius doris,doris,Heliconius,https://zenodo.org/record/2714333/files/CAM040931_d.JPG,non-hybrid,13501_CAM040931_d.JPG,images/Heliconius doris ssp. doris/13501_CAM040931_d.JPG,895b8e6d1eab659271e9557663da9134,False
11828
  CAM040932,13503,CAM040932_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo.org/record/2714333,"40,932",Heliconius doris ssp. doris,Herrera to Bilsa 1,,,,07/09/2017,Heliconiine Butterfly Collection Records from University of Cambridge,Box 176,,,,,Male,wild,jpg,2714333,Heliconius doris,doris,Heliconius,https://zenodo.org/record/2714333/files/CAM040932_d.JPG,non-hybrid,13503_CAM040932_d.JPG,images/Heliconius doris ssp. doris/13503_CAM040932_d.JPG,cdae6f8657a73a03019c14bcb65903ee,False
11829
  CAM040933,13505,CAM040933_d.JPG,dorsal,CAM.coll.images.batch9.csv,https://zenodo.org/record/2714333,"40,933",Heliconius erato ssp. cyrbia,Mindo to Finca Birdadvenrure 1,ERS4201819,,,07/11/2017,Heliconiine Butterfly Collection Records from University of Cambridge,Box 176,,,,,Female,wild,jpg,2714333,Heliconius erato,cyrbia,Heliconius,https://zenodo.org/record/2714333/files/CAM040933_d.JPG,non-hybrid,13505_CAM040933_d.JPG,images/Heliconius erato ssp. cyrbia/13505_CAM040933_d.JPG,1e7b71942ddcecd3eac44ab446189ba5,False
 
12904
  CAM041686,39711,CAM041686_d.JPG,dorsal,0.gmk.broods.all.csv,https://zenodo.org/record/4291095,"41,686",Heliconius doris,Ikiam Road 1,,,67,,,Box 205,,,,,Female,,jpg,4291095,Heliconius doris,,Heliconius,https://zenodo.org/record/4291095/files/CAM041686_d.JPG,,39711_CAM041686_d.JPG,images/Heliconius doris/39711_CAM041686_d.JPG,205c49d6b692a4acd5b9440f388ed808,False
12905
  CAM041687,39715,CAM041687_d.JPG,dorsal,0.gmk.broods.all.csv,https://zenodo.org/record/4291095,"41,687",Heliconius sara,Ikiam Road 1,,,68,,,Box 205,,,,,Male,,jpg,4291095,Heliconius sara,,Heliconius,https://zenodo.org/record/4291095/files/CAM041687_d.JPG,,39715_CAM041687_d.JPG,images/Heliconius sara/39715_CAM041687_d.JPG,9497730a80adea8ad4a40217c8aaf54a,False
12906
  CAM041687,39714,CAM041687_d.CR2,dorsal,0.gmk.broods.all.csv,https://zenodo.org/record/4291095,"41,687",Heliconius sara,Ikiam Road 1,,,68,,,Box 205,,,,,Male,,raw,4291095,Heliconius sara,,Heliconius,https://zenodo.org/record/4291095/files/CAM041687_d.CR2,,39714_CAM041687_d.CR2,images/Heliconius sara/39714_CAM041687_d.CR2,0a1c7ccdbbe73adfdda67e79c68d7807,False
 
 
12907
  CAM041689,39723,CAM041689_d.JPG,dorsal,0.gmk.broods.all.csv,https://zenodo.org/record/4291095,"41,689",Heliconius erato ssp. lativitta,Ikiam Road 1,,,70,,Heliconiine Butterfly Collection Records from University of Cambridge,Box 205,,,,,Male,wild,jpg,4291095,Heliconius erato,lativitta,Heliconius,https://zenodo.org/record/4291095/files/CAM041689_d.JPG,non-hybrid,39723_CAM041689_d.JPG,images/Heliconius erato ssp. lativitta/39723_CAM041689_d.JPG,3e7e4985f96012b1fa1629d59a46b2ea,False
12908
  CAM041689,39722,CAM041689_d.CR2,dorsal,0.gmk.broods.all.csv,https://zenodo.org/record/4291095,"41,689",Heliconius erato ssp. lativitta,Ikiam Road 1,,,70,,Heliconiine Butterfly Collection Records from University of Cambridge,Box 205,,,,,Male,wild,raw,4291095,Heliconius erato,lativitta,Heliconius,https://zenodo.org/record/4291095/files/CAM041689_d.CR2,non-hybrid,39722_CAM041689_d.CR2,images/Heliconius erato ssp. lativitta/39722_CAM041689_d.CR2,f1c49df11eb938eaa853b9e9c8ba80d6,False
12909
  CAM041690,39727,CAM041690_d.JPG,dorsal,0.gmk.broods.all.csv,https://zenodo.org/record/4291095,"41,690",Heliconius erato ssp. lativitta,Ikiam Mariposario,,,709,,Heliconiine Butterfly Collection Records from University of Cambridge,Box 205,IKIAM022,,,,Male,reared,jpg,4291095,Heliconius erato,lativitta,Heliconius,https://zenodo.org/record/4291095/files/CAM041690_d.JPG,non-hybrid,39727_CAM041690_d.JPG,images/Heliconius erato ssp. lativitta/39727_CAM041690_d.JPG,3ec69d91b31128d6c9bf2606e14ad887,False
README.md CHANGED
@@ -51,7 +51,7 @@ configs:
51
  ### Dataset Summary
52
 
53
  Subset of the collection records from Chris Jiggins' research group at the University of Cambridge, collection covers nearly 20 years of field studies.
54
- This subset contains approximately 36,211 RGB images of 11,968 specimens (29,134 images of 10,086 specimens across all Heliconius). Many records have both images and locality data.
55
 
56
  Most images were photographed with a DSLR camera with a 100 mm macro-lens in standardized conditions.
57
  More information can be found at the individual Zenodo record pages.
@@ -75,7 +75,7 @@ English, Latin
75
 
76
  * **Jiggins_Zenodo_Img_Master.csv:** Information for the approximately 36,0000 unprocessed image files included in the Jiggins Heliconius Collection. Image types are `jpg`, `raw` (.CR2) and `tif`. `genus`, `species`, and `subspecies` are included columns.
77
 
78
- * **Jiggins_Zenodo_dorsal_Img_Master.csv:** Subset of 17,759 images from `Jiggins_Zenodo_Img_Master.csv` with a dorsal view of the butterflies (note that some have both dorsal and ventral). This subset includes 11,752 unique specimens. Image types and columns are the same as for the Master file.
79
 
80
  * **Jiggins_Heliconius_Master.csv:** The 29,134-image subset of all Heliconius images from `Jiggins_Zenodo_Img_Master.csv`. This subset includes 10,086 unique specimens. Image types and columns are the same as for the Master file.
81
 
@@ -90,6 +90,7 @@ English, Latin
90
  - The checksum script is called by `download_jiggins_subset.py` to generate an MD5 for all downloaded images and creates a CSV with `filepath`, `filename`, and `md5` columns in the same folder as the source CSV (named `<source CSV>_checksums.csv`). This helps to ensure FAIR and Reproducible results, though this will _**not**_ distinguish between RAW and JPG versions of the same image.
91
  - A log of the download is also generated in the same folder as the source CSV (named `<source CSV>_log.json`).
92
  - `metadata/Missing_taxa_Jiggins_Zenodo_Master.csv` contains a record of the images that did not have easily reconcilable taxonomic information (see `notebooks/Data-gen-0-3.ipynb` for more information on this data). There are 1,630 such images distributed across 18 records.
 
93
 
94
  ### Data Instances
95
 
@@ -136,13 +137,13 @@ CSV Columns are as follows:
136
  - `Death_Date`: Date of specimen death. Only noted for 269 images.
137
  - `Cross_Type`: Laboratory cross breeding information. There is a mix of F1 (subspecies x subspecies), F2 (F1 x F1), and backcross (F1 x subspecies) hybrids; these are all crosses of _Heliconius erato_ and _Heliconius melpomene_ subspecies. Generally, the order of the subspecies listed in the cross corresponds to the sexes of the parents (Maternal x Paternal). There are approximately 4,400 such images; on average, there are both raw and jpg images of the specimens for each view, so this covers 820 unique specimens.
138
  - `Stage`: Life stage of the specimen. Only 6 images (3 specimens) have a non-null value for this feature, and they are all labeled as `Adult`.
139
- - `Sex`: Sex of the specimen: `Male`, `Female`, or `Unknown`.
140
  - `Unit_Type`: Type of the specimen: `wild`, `reared`, `Mutant`, `Wild`, `e11`, or `e12`. Please see the associated Zenodo record for more information on the meaning of these designations.
141
  - `file_type`: Image type: `jpg`, `raw` (.CR2), or `tif`.
142
  - `record_number`: The number associated with the Zenodo record that the image came from.
143
- - `species`: Species of the specimen. There are 246 species represented in the full collection, 37 of these are species of Heliconius.
144
  - `subspecies`: Subspecies of the specimen (where available, mostly labeled for Heliconius). There are 155 subspecies represented in the full collection, 110 of which are Heliconius subspecies.
145
- - `genus`: Genus of the specimen. There are 94 unique genera represented in the full collection.
146
  - `file_url`: URL to download image from Zenodo: `zenodo_link + "/files/" + Image_name`. Allows for sample image display in [data dashboard](https://huggingface.co/spaces/imageomics/dashboard-prototype).
147
  - `hybrid_stat`: Hybrid status of the sample: `hybrid`, `non-hybrid`, or `None`. Hybrids are determined by an ` x ` or `hybrid` in the `Taxonomic_Name` column, all other images classified to the _subspecies_ level are labeled as `non-hybrid`, and the parent species of the one species-level hybrid is labeled as `non-hybrid` (only one of them is present in the dataset).
148
  - `filename`: Unique filename assigned to image at download (`<X>_<Image_name>.<jpg/tif/CR2>`) using `scripts/download_jiggins_subset.py`.
@@ -150,7 +151,7 @@ CSV Columns are as follows:
150
  - `md5`: MD5 of the downloaded image. This was used as the measure of uniqueness (at the pixel level) to address duplication of images across Zenodo records.
151
 
152
  **Note:**
153
- - `Jiggins_Zenodo_dorsal_Img_Master.csv` also has a column `CAM_dupe` indicating whether the `CAMID` has multiple images of the same file type within this subset. Most (11,452) specimens have only one dorsal image per file type.
154
  - `CAMID`s are necessarily duplicated for the images that are of just a dorsal forewing or hindwing, so we label those as `single_wing`. There are one RAW and one JPG image for each single wing. None of these are Heliconius butterflies.
155
  - Instances of both dorsal and ventral wings in the same image are labeled `both-wings`; there are 18 such images, all of Heliconius butterflies.
156
  - There are multiple JPG images with the same `CAMID`. Note that this does not necessarily mean these are duplicates of the same images; check the views to confirm. There are also JPG copies provided alongside RAW images. Generally, RAW images will be unique up to `View`, as there is only one CAMID with two RAW images that aren't of just a single wing.
@@ -175,7 +176,7 @@ These images are a subset of the [Butterfly Genetics Group's Cambridge butterfly
175
 
176
  Data is pulled from the Zenodo Records in [`licenses.json`](https://huggingface.co/datasets/imageomics/Jiggins_Heliconius_Collection/blob/main/metadata/licenses.json). This file also contains full citation information for all records.
177
 
178
- The original Master file, created by Christopher, was fed into notebook Data-gen-0-1, and further processed in Data-gen-0-2 and Data-gen-0-3. The next data generation step (deduplication by MD5) involved downloading all images in `Jiggins_Zenodo_Img_Master_3477891Patch.csv` (created in Data-gen-1-1). MD5s of all downloaded images were taken and the results were explored in the EDA-DL series of notebooks; information and conclusions from this EDA are documented in the [`deduplication_process` README](https://huggingface.co/datasets/imageomics/Jiggins_Heliconius_Collection/blob/main/deduplication_process/README.md). The outline described there was then implemented in the [Data-gen-1-2 notebook]((https://huggingface.co/datasets/imageomics/Jiggins_Heliconius_Collection/blob/main/notebooks/Data-gen-1-2.ipynb)), regenerating all current datasets.
179
 
180
 
181
  #### Initial Data Collection and Annotation
@@ -193,6 +194,7 @@ None
193
 
194
  - This dataset is imbalanced. Even among the Heliconius subset, some subspecies are more heavily represented than others.
195
  - Not all images are labeled with the same detail. There are a mix of valid subspecies and hybrids that are labeled as such, but there are also images of butterflies classified only to the genus or species level, for which such a designation may not be clearly made. These images are limited to classification tasks only down to the level of their label. There are also instances of "_Heliconius <species> hybrid_", where the parent subspecies are not indicated because it was labeled only as a hybrid of that species.
 
196
  - There may be overlap between images in [record 2548678](https://zenodo.org/records/2548678) and [record 3082688](https://zenodo.org/records/3082688).
197
  - There are multiple images of the same specimen for many specimens; sometimes this is due to different views (eg., dorsal or ventral side), sometimes it is due to JPG copies of the RAW photos, though it seems it is also sometimes that new photos were taken of the same specimen at a different times.
198
  - The master files contain only images that were determined to be unique (at the pixel level) through MD5 checksum. This does _**not**_ guarantee that there are not images that are cropped copies of other photos. For instance, [record 2553977](https://zenodo.org/records/2553977) has a number of images with `_cut_` in their name, some of which are close-up crops of the butterfly wings (though not all, some are just close-ups of the full butterfly).
 
51
  ### Dataset Summary
52
 
53
  Subset of the collection records from Chris Jiggins' research group at the University of Cambridge, collection covers nearly 20 years of field studies.
54
+ This subset contains approximately 36,189 RGB images of 11,962 specimens (29,134 images of 10,086 specimens across all Heliconius). Many records have both images and locality data.
55
 
56
  Most images were photographed with a DSLR camera with a 100 mm macro-lens in standardized conditions.
57
  More information can be found at the individual Zenodo record pages.
 
75
 
76
  * **Jiggins_Zenodo_Img_Master.csv:** Information for the approximately 36,0000 unprocessed image files included in the Jiggins Heliconius Collection. Image types are `jpg`, `raw` (.CR2) and `tif`. `genus`, `species`, and `subspecies` are included columns.
77
 
78
+ * **Jiggins_Zenodo_dorsal_Img_Master.csv:** Subset of 17,748 images from `Jiggins_Zenodo_Img_Master.csv` with a dorsal view of the butterflies (note that some have both dorsal and ventral). This subset includes 11,746 unique specimens. Image types and columns are the same as for the Master file.
79
 
80
  * **Jiggins_Heliconius_Master.csv:** The 29,134-image subset of all Heliconius images from `Jiggins_Zenodo_Img_Master.csv`. This subset includes 10,086 unique specimens. Image types and columns are the same as for the Master file.
81
 
 
90
  - The checksum script is called by `download_jiggins_subset.py` to generate an MD5 for all downloaded images and creates a CSV with `filepath`, `filename`, and `md5` columns in the same folder as the source CSV (named `<source CSV>_checksums.csv`). This helps to ensure FAIR and Reproducible results, though this will _**not**_ distinguish between RAW and JPG versions of the same image.
91
  - A log of the download is also generated in the same folder as the source CSV (named `<source CSV>_log.json`).
92
  - `metadata/Missing_taxa_Jiggins_Zenodo_Master.csv` contains a record of the images that did not have easily reconcilable taxonomic information (see `notebooks/Data-gen-0-3.ipynb` for more information on this data). There are 1,630 such images distributed across 18 records.
93
+ - `metadata/Missing_taxa_download.csv` contains the 22 entries that had `Unknown` or `Stratiomyidae` (not a butterfly) as their `Taxonomic_Name`. Their specimen IDs did not appear elsewhere in the record, so this information was not easily reconcilable (see `notebooks/Data-gen-1-2.ipynb` for more information).
94
 
95
  ### Data Instances
96
 
 
137
  - `Death_Date`: Date of specimen death. Only noted for 269 images.
138
  - `Cross_Type`: Laboratory cross breeding information. There is a mix of F1 (subspecies x subspecies), F2 (F1 x F1), and backcross (F1 x subspecies) hybrids; these are all crosses of _Heliconius erato_ and _Heliconius melpomene_ subspecies. Generally, the order of the subspecies listed in the cross corresponds to the sexes of the parents (Maternal x Paternal). There are approximately 4,400 such images; on average, there are both raw and jpg images of the specimens for each view, so this covers 820 unique specimens.
139
  - `Stage`: Life stage of the specimen. Only 6 images (3 specimens) have a non-null value for this feature, and they are all labeled as `Adult`.
140
+ - `Sex`: Sex of the specimen: `Male`, `Female`, or `Unknown`; there are also null values.
141
  - `Unit_Type`: Type of the specimen: `wild`, `reared`, `Mutant`, `Wild`, `e11`, or `e12`. Please see the associated Zenodo record for more information on the meaning of these designations.
142
  - `file_type`: Image type: `jpg`, `raw` (.CR2), or `tif`.
143
  - `record_number`: The number associated with the Zenodo record that the image came from.
144
+ - `species`: Species of the specimen. There are 242 species represented in the full collection, 36 of these are species of Heliconius. Note that 25 of these are `<Genus> sp.` indicating that they are a species of the designated genus, but have not been classified at the species level, this includes `Heliconius sp.` and `Heliconius hybrid` designations.
145
  - `subspecies`: Subspecies of the specimen (where available, mostly labeled for Heliconius). There are 155 subspecies represented in the full collection, 110 of which are Heliconius subspecies.
146
+ - `genus`: Genus of the specimen. There are 92 unique genera represented in the full collection.
147
  - `file_url`: URL to download image from Zenodo: `zenodo_link + "/files/" + Image_name`. Allows for sample image display in [data dashboard](https://huggingface.co/spaces/imageomics/dashboard-prototype).
148
  - `hybrid_stat`: Hybrid status of the sample: `hybrid`, `non-hybrid`, or `None`. Hybrids are determined by an ` x ` or `hybrid` in the `Taxonomic_Name` column, all other images classified to the _subspecies_ level are labeled as `non-hybrid`, and the parent species of the one species-level hybrid is labeled as `non-hybrid` (only one of them is present in the dataset).
149
  - `filename`: Unique filename assigned to image at download (`<X>_<Image_name>.<jpg/tif/CR2>`) using `scripts/download_jiggins_subset.py`.
 
151
  - `md5`: MD5 of the downloaded image. This was used as the measure of uniqueness (at the pixel level) to address duplication of images across Zenodo records.
152
 
153
  **Note:**
154
+ - `Jiggins_Zenodo_dorsal_Img_Master.csv` also has a column `CAM_dupe` indicating whether the `CAMID` has multiple images of the same file type within this subset. Most (11,446) specimens have only one dorsal image per file type.
155
  - `CAMID`s are necessarily duplicated for the images that are of just a dorsal forewing or hindwing, so we label those as `single_wing`. There are one RAW and one JPG image for each single wing. None of these are Heliconius butterflies.
156
  - Instances of both dorsal and ventral wings in the same image are labeled `both-wings`; there are 18 such images, all of Heliconius butterflies.
157
  - There are multiple JPG images with the same `CAMID`. Note that this does not necessarily mean these are duplicates of the same images; check the views to confirm. There are also JPG copies provided alongside RAW images. Generally, RAW images will be unique up to `View`, as there is only one CAMID with two RAW images that aren't of just a single wing.
 
176
 
177
  Data is pulled from the Zenodo Records in [`licenses.json`](https://huggingface.co/datasets/imageomics/Jiggins_Heliconius_Collection/blob/main/metadata/licenses.json). This file also contains full citation information for all records.
178
 
179
+ The original Master file, created by Christopher, was fed into notebook Data-gen-0-1, and further processed in Data-gen-0-2 and Data-gen-0-3. The next data generation step (deduplication by MD5) involved downloading all images in `Jiggins_Zenodo_Img_Master_3477891Patch.csv` (created in Data-gen-1-1). MD5s of all downloaded images were taken and the results were explored in the EDA-DL series of notebooks; information and conclusions from this EDA are documented in the [`deduplication_process` README](https://huggingface.co/datasets/imageomics/Jiggins_Heliconius_Collection/blob/main/deduplication_process/README.md). The outline described there was then implemented in the [Data-gen-1-2 notebook]((https://huggingface.co/datasets/imageomics/Jiggins_Heliconius_Collection/blob/main/notebooks/Data-gen-1-2.ipynb)), regenerating all current datasets. This notebook also has another round of taxonomic standardization so that all entries labeled only to the genus level are labeled as `<Genus> sp.` in both `Taxonomic_Name` and `species` columns, 4 entries with a non-butterfly genus name were noted and removed, as were 18 entries with `Unknown` as their taxonomic label.
180
 
181
 
182
  #### Initial Data Collection and Annotation
 
194
 
195
  - This dataset is imbalanced. Even among the Heliconius subset, some subspecies are more heavily represented than others.
196
  - Not all images are labeled with the same detail. There are a mix of valid subspecies and hybrids that are labeled as such, but there are also images of butterflies classified only to the genus or species level, for which such a designation may not be clearly made. These images are limited to classification tasks only down to the level of their label. There are also instances of "_Heliconius <species> hybrid_", where the parent subspecies are not indicated because it was labeled only as a hybrid of that species.
197
+ - All entries labeled only to the genus level can be recognized by ` sp.` following the genus in the `Taxonomic_Name` and `species` columns or are labeled as `Heliconius hybrid` in those columns.
198
  - There may be overlap between images in [record 2548678](https://zenodo.org/records/2548678) and [record 3082688](https://zenodo.org/records/3082688).
199
  - There are multiple images of the same specimen for many specimens; sometimes this is due to different views (eg., dorsal or ventral side), sometimes it is due to JPG copies of the RAW photos, though it seems it is also sometimes that new photos were taken of the same specimen at a different times.
200
  - The master files contain only images that were determined to be unique (at the pixel level) through MD5 checksum. This does _**not**_ guarantee that there are not images that are cropped copies of other photos. For instance, [record 2553977](https://zenodo.org/records/2553977) has a number of images with `_cut_` in their name, some of which are close-up crops of the butterfly wings (though not all, some are just close-ups of the full butterfly).
deduplication_process/README.md CHANGED
@@ -24,9 +24,9 @@ Final deduplication following this process was completed in `../notebooks/Data-g
24
 
25
  # Other Notes on Using this Data
26
 
27
- Not all images are labeled with the same detail. For instance, there are images labeled to the subspecies and species levels, while some images are not labeled past genus (eg., `Heliconius sp.`, `Heliconius hybrid`). If classifying to the subspecies level, be sure to only include images that have labels in the subspecies column, similarly, when doing species classification, don't include those not labeled past genus.
28
 
29
- The `Taxonomic_Name` column has been standardized to `<Genus> <species> ssp. <subspecies>` (where species and subspecies are available).
30
 
31
  Cross type specimens (those mixed in a lab to generate hybrids or back-crosses) are indicated by a non-null value in the `Cross_Type` column. Their subspecies column is written out in full indicating parentage (eg., `(plesseni x malleti) x malleti`), unlike in the `Taxonomic_Name` column, where they're standardized to match the formatting of other hybrids. Use the following code to filter back crosses and F2 hybrids if just F1s are desired:
32
 
 
24
 
25
  # Other Notes on Using this Data
26
 
27
+ Not all images are labeled with the same detail. For instance, there are images labeled to the subspecies and species levels, while some images are not labeled past genus (eg., `Heliconius sp.`, `Heliconius hybrid`). If classifying to the subspecies level, be sure to only include images that have labels in the subspecies column, similarly, when doing species classification, don't include those not labeled past genus (exclude species labels `<Genus> sp.` and `Heliconius hybrid`).
28
 
29
+ The `Taxonomic_Name` column has been standardized to `<Genus> <species> ssp. <subspecies>` (where species and subspecies are available). If species label is unavailable, `Taxonomic_Name` and `species` columns are labeled `<Genus> sp.` or `Heliconius hybrid`.
30
 
31
  Cross type specimens (those mixed in a lab to generate hybrids or back-crosses) are indicated by a non-null value in the `Cross_Type` column. Their subspecies column is written out in full indicating parentage (eg., `(plesseni x malleti) x malleti`), unlike in the `Taxonomic_Name` column, where they're standardized to match the formatting of other hybrids. Use the following code to filter back crosses and F2 hybrids if just F1s are desired:
32
 
metadata/Missing_taxa_download.csv ADDED
@@ -0,0 +1,23 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ,CAMID,X,Image_name,View,zenodo_name,zenodo_link,Sequence,Taxonomic_Name,Locality,Sample_accession,Collected_by,Other_ID,Date,Dataset,Store,Brood,Death_Date,Cross_Type,Stage,Sex,Unit_Type,file_type,record_number,species,subspecies,genus,file_url,hybrid_stat,filename,filepath,md5
2
+ 20877,CAM021011,11461,CAM021011_v.JPG,ventral,CAM.coll.images.batch7.csv,https://zenodo.org/record/2702457,"21,011",Unknown,"Bakhuis-Nickerie Rd, Sipaliwini, Suriname",,,,21/02/2014,Heliconiine Butterfly Collection Records from University of Cambridge,Box 169,,,,,,wild,jpg,2702457,Unknown,,Unknown,https://zenodo.org/record/2702457/files/CAM021011_v.JPG,,11461_CAM021011_v.JPG,images/Unknown/11461_CAM021011_v.JPG,cb6d7f91d2f83ed52cfd07fceedc009e
3
+ 20878,CAM021011,11460,CAM021011_d.JPG,dorsal,CAM.coll.images.batch7.csv,https://zenodo.org/record/2702457,"21,011",Unknown,"Bakhuis-Nickerie Rd, Sipaliwini, Suriname",,,,21/02/2014,Heliconiine Butterfly Collection Records from University of Cambridge,Box 169,,,,,,wild,jpg,2702457,Unknown,,Unknown,https://zenodo.org/record/2702457/files/CAM021011_d.JPG,,11460_CAM021011_d.JPG,images/Unknown/11460_CAM021011_d.JPG,1da7bda432a4280f7de31929c91da9c0
4
+ 21877,CAM036326,41866,CAM036326_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,326",Stratiomyidae,Reserva Serra Bonita - BSF02,,,,10/01/2021,,,,,,,Female,,raw,5561246,Stratiomyidae,,Stratiomyidae,https://zenodo.org/record/5561246/files/CAM036326_d.CR2,,41866_CAM036326_d.CR2,images/Stratiomyidae/41866_CAM036326_d.CR2,4d823bf9308f967d8c1b2ea9325dac1d
5
+ 21878,CAM036326,41867,CAM036326_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,326",Stratiomyidae,Reserva Serra Bonita - BSF02,,,,10/01/2021,,,,,,,Female,,jpg,5561246,Stratiomyidae,,Stratiomyidae,https://zenodo.org/record/5561246/files/CAM036326_d.JPG,,41867_CAM036326_d.JPG,images/Stratiomyidae/41867_CAM036326_d.JPG,23d2d33583c31c83b3e36563418204b8
6
+ 21879,CAM036326,41868,CAM036326_v.CR2,ventral,Filelist.csv,https://zenodo.org/record/5561246,"36,326",Stratiomyidae,Reserva Serra Bonita - BSF02,,,,10/01/2021,,,,,,,Female,,raw,5561246,Stratiomyidae,,Stratiomyidae,https://zenodo.org/record/5561246/files/CAM036326_v.CR2,,41868_CAM036326_v.CR2,images/Stratiomyidae/41868_CAM036326_v.CR2,d4a628aa306aa7deafa93d2b913ba4de
7
+ 21880,CAM036326,41869,CAM036326_v.JPG,ventral,Filelist.csv,https://zenodo.org/record/5561246,"36,326",Stratiomyidae,Reserva Serra Bonita - BSF02,,,,10/01/2021,,,,,,,Female,,jpg,5561246,Stratiomyidae,,Stratiomyidae,https://zenodo.org/record/5561246/files/CAM036326_v.JPG,,41869_CAM036326_v.JPG,images/Stratiomyidae/41869_CAM036326_v.JPG,0a8ed38b8ad9755831bb796febaa624e
8
+ 21901,CAM036333,41891,CAM036333_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,333",Unknown,Serra Bonita - SB15,,,,10/01/2021,,,,,,,,,jpg,5561246,Unknown,,Unknown,https://zenodo.org/record/5561246/files/CAM036333_d.JPG,,41891_CAM036333_d.JPG,images/Unknown/41891_CAM036333_d.JPG,5b7af8631a3e0525c9dd16a27be663be
9
+ 21902,CAM036333,41890,CAM036333_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,333",Unknown,Serra Bonita - SB15,,,,10/01/2021,,,,,,,,,raw,5561246,Unknown,,Unknown,https://zenodo.org/record/5561246/files/CAM036333_d.CR2,,41890_CAM036333_d.CR2,images/Unknown/41890_CAM036333_d.CR2,2fdeaa8768deeab64a844bf3770e47b4
10
+ 21903,CAM036333,41892,CAM036333_v.CR2,ventral,Filelist.csv,https://zenodo.org/record/5561246,"36,333",Unknown,Serra Bonita - SB15,,,,10/01/2021,,,,,,,,,raw,5561246,Unknown,,Unknown,https://zenodo.org/record/5561246/files/CAM036333_v.CR2,,41892_CAM036333_v.CR2,images/Unknown/41892_CAM036333_v.CR2,820ba6c62e0a1ae0db1e254250a7f0db
11
+ 21904,CAM036333,41893,CAM036333_v.JPG,ventral,Filelist.csv,https://zenodo.org/record/5561246,"36,333",Unknown,Serra Bonita - SB15,,,,10/01/2021,,,,,,,,,jpg,5561246,Unknown,,Unknown,https://zenodo.org/record/5561246/files/CAM036333_v.JPG,,41893_CAM036333_v.JPG,images/Unknown/41893_CAM036333_v.JPG,fd16a59e931b8378694926e59357142d
12
+ 22179,CAM036462,42170,CAM036462_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,462",Unknown,Itatiaia - PNI02,,,,19/01/2021,,,,,,,,,raw,5561246,Unknown,,Unknown,https://zenodo.org/record/5561246/files/CAM036462_d.CR2,,42170_CAM036462_d.CR2,images/Unknown/42170_CAM036462_d.CR2,cab7a0582ec986a14108af9c1180d3c0
13
+ 22180,CAM036462,42173,CAM036462_v.JPG,ventral,Filelist.csv,https://zenodo.org/record/5561246,"36,462",Unknown,Itatiaia - PNI02,,,,19/01/2021,,,,,,,,,jpg,5561246,Unknown,,Unknown,https://zenodo.org/record/5561246/files/CAM036462_v.JPG,,42173_CAM036462_v.JPG,images/Unknown/42173_CAM036462_v.JPG,5050b5da4e5e67039072311a28434827
14
+ 22181,CAM036462,42171,CAM036462_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,462",Unknown,Itatiaia - PNI02,,,,19/01/2021,,,,,,,,,jpg,5561246,Unknown,,Unknown,https://zenodo.org/record/5561246/files/CAM036462_d.JPG,,42171_CAM036462_d.JPG,images/Unknown/42171_CAM036462_d.JPG,338ad84ff7b581ac05f769bcc3ca5dd1
15
+ 22182,CAM036462,42172,CAM036462_v.CR2,ventral,Filelist.csv,https://zenodo.org/record/5561246,"36,462",Unknown,Itatiaia - PNI02,,,,19/01/2021,,,,,,,,,raw,5561246,Unknown,,Unknown,https://zenodo.org/record/5561246/files/CAM036462_v.CR2,,42172_CAM036462_v.CR2,images/Unknown/42172_CAM036462_v.CR2,eb599df8f47280d3fac068ca078c5e49
16
+ 22183,CAM036463,42174,CAM036463_d.CR2,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,463",Unknown,Itatiaia - PNI02,,,,19/01/2021,,,,,,,,,raw,5561246,Unknown,,Unknown,https://zenodo.org/record/5561246/files/CAM036463_d.CR2,,42174_CAM036463_d.CR2,images/Unknown/42174_CAM036463_d.CR2,c1bf2cb572385f2d5cf9183cb0a4c5e6
17
+ 22184,CAM036463,42177,CAM036463_v.JPG,ventral,Filelist.csv,https://zenodo.org/record/5561246,"36,463",Unknown,Itatiaia - PNI02,,,,19/01/2021,,,,,,,,,jpg,5561246,Unknown,,Unknown,https://zenodo.org/record/5561246/files/CAM036463_v.JPG,,42177_CAM036463_v.JPG,images/Unknown/42177_CAM036463_v.JPG,cc47f50ddd9c85c448ca45450d0aaae4
18
+ 22185,CAM036463,42175,CAM036463_d.JPG,dorsal,Filelist.csv,https://zenodo.org/record/5561246,"36,463",Unknown,Itatiaia - PNI02,,,,19/01/2021,,,,,,,,,jpg,5561246,Unknown,,Unknown,https://zenodo.org/record/5561246/files/CAM036463_d.JPG,,42175_CAM036463_d.JPG,images/Unknown/42175_CAM036463_d.JPG,877e0254a8570d45ad478a38af73c7dd
19
+ 22186,CAM036463,42176,CAM036463_v.CR2,ventral,Filelist.csv,https://zenodo.org/record/5561246,"36,463",Unknown,Itatiaia - PNI02,,,,19/01/2021,,,,,,,,,raw,5561246,Unknown,,Unknown,https://zenodo.org/record/5561246/files/CAM036463_v.CR2,,42176_CAM036463_v.CR2,images/Unknown/42176_CAM036463_v.CR2,a5cf90554748323ff20e75dee149f2d9
20
+ 26538,CAM041688,39719,CAM041688_d.JPG,dorsal,0.gmk.broods.all.csv,https://zenodo.org/record/4291095,"41,688",Unknown,Ikiam Road 1,,,69,,,Box 205,,,,,,,jpg,4291095,Unknown,,Unknown,https://zenodo.org/record/4291095/files/CAM041688_d.JPG,,39719_CAM041688_d.JPG,images/Unknown/39719_CAM041688_d.JPG,e896c5dd99a7d71d5507e319c1ddea48
21
+ 26539,CAM041688,39721,CAM041688_v.JPG,ventral,0.gmk.broods.all.csv,https://zenodo.org/record/4291095,"41,688",Unknown,Ikiam Road 1,,,69,,,Box 205,,,,,,,jpg,4291095,Unknown,,Unknown,https://zenodo.org/record/4291095/files/CAM041688_v.JPG,,39721_CAM041688_v.JPG,images/Unknown/39721_CAM041688_v.JPG,047221dfc524f435fe46fad83f17bfd2
22
+ 26540,CAM041688,39718,CAM041688_d.CR2,dorsal,0.gmk.broods.all.csv,https://zenodo.org/record/4291095,"41,688",Unknown,Ikiam Road 1,,,69,,,Box 205,,,,,,,raw,4291095,Unknown,,Unknown,https://zenodo.org/record/4291095/files/CAM041688_d.CR2,,39718_CAM041688_d.CR2,images/Unknown/39718_CAM041688_d.CR2,0fe53cb80d6c6bd91b75d7ba9eb2fa7c
23
+ 26541,CAM041688,39720,CAM041688_v.CR2,ventral,0.gmk.broods.all.csv,https://zenodo.org/record/4291095,"41,688",Unknown,Ikiam Road 1,,,69,,,Box 205,,,,,,,raw,4291095,Unknown,,Unknown,https://zenodo.org/record/4291095/files/CAM041688_v.CR2,,39720_CAM041688_v.CR2,images/Unknown/39720_CAM041688_v.CR2,c314f8c58aa414cc04f04b8ab03f43ce
notebooks/Data-gen-1-2.ipynb CHANGED
@@ -999,7 +999,7 @@
999
  },
1000
  {
1001
  "cell_type": "code",
1002
- "execution_count": 20,
1003
  "metadata": {},
1004
  "outputs": [
1005
  {
@@ -1052,9 +1052,594 @@
1052
  "master.info()"
1053
  ]
1054
  },
 
 
 
 
 
 
 
 
 
1055
  {
1056
  "cell_type": "code",
1057
- "execution_count": 21,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1058
  "metadata": {},
1059
  "outputs": [
1060
  {
@@ -1335,7 +1920,7 @@
1335
  "[6 rows x 31 columns]"
1336
  ]
1337
  },
1338
- "execution_count": 21,
1339
  "metadata": {},
1340
  "output_type": "execute_result"
1341
  }
@@ -1346,7 +1931,7 @@
1346
  },
1347
  {
1348
  "cell_type": "code",
1349
- "execution_count": 22,
1350
  "metadata": {},
1351
  "outputs": [
1352
  {
@@ -1386,7 +1971,7 @@
1386
  "dtype: int64"
1387
  ]
1388
  },
1389
- "execution_count": 22,
1390
  "metadata": {},
1391
  "output_type": "execute_result"
1392
  }
@@ -1397,15 +1982,15 @@
1397
  },
1398
  {
1399
  "cell_type": "code",
1400
- "execution_count": 23,
1401
  "metadata": {},
1402
  "outputs": [
1403
  {
1404
  "data": {
1405
  "text/plain": [
1406
  "View\n",
1407
- "dorsal 17235\n",
1408
- "ventral 17167\n",
1409
  "hindwing dorsal 254\n",
1410
  "hindwing ventral 254\n",
1411
  "forewing dorsal 252\n",
@@ -1414,7 +1999,7 @@
1414
  "Name: count, dtype: int64"
1415
  ]
1416
  },
1417
- "execution_count": 23,
1418
  "metadata": {},
1419
  "output_type": "execute_result"
1420
  }
@@ -1423,6 +2008,30 @@
1423
  "master.View.value_counts()"
1424
  ]
1425
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1426
  {
1427
  "cell_type": "markdown",
1428
  "metadata": {},
@@ -1534,7 +2143,7 @@
1534
  },
1535
  {
1536
  "cell_type": "code",
1537
- "execution_count": 27,
1538
  "metadata": {},
1539
  "outputs": [
1540
  {
@@ -1547,7 +2156,7 @@
1547
  "zenodo_name 31\n",
1548
  "zenodo_link 29\n",
1549
  "Sequence 9008\n",
1550
- "Taxonomic_Name 132\n",
1551
  "Locality 471\n",
1552
  "Sample_accession 1559\n",
1553
  "Collected_by 12\n",
@@ -1563,7 +2172,7 @@
1563
  "Unit_Type 4\n",
1564
  "file_type 3\n",
1565
  "record_number 29\n",
1566
- "species 37\n",
1567
  "subspecies 110\n",
1568
  "genus 1\n",
1569
  "file_url 29134\n",
@@ -1574,7 +2183,7 @@
1574
  "dtype: int64"
1575
  ]
1576
  },
1577
- "execution_count": 27,
1578
  "metadata": {},
1579
  "output_type": "execute_result"
1580
  }
@@ -1586,7 +2195,7 @@
1586
  },
1587
  {
1588
  "cell_type": "code",
1589
- "execution_count": 28,
1590
  "metadata": {},
1591
  "outputs": [
1592
  {
@@ -1599,7 +2208,7 @@
1599
  "Name: count, dtype: int64"
1600
  ]
1601
  },
1602
- "execution_count": 28,
1603
  "metadata": {},
1604
  "output_type": "execute_result"
1605
  }
@@ -1617,7 +2226,7 @@
1617
  },
1618
  {
1619
  "cell_type": "code",
1620
- "execution_count": 29,
1621
  "metadata": {},
1622
  "outputs": [],
1623
  "source": [
@@ -1635,24 +2244,24 @@
1635
  },
1636
  {
1637
  "cell_type": "code",
1638
- "execution_count": 30,
1639
  "metadata": {},
1640
  "outputs": [
1641
  {
1642
  "data": {
1643
  "text/plain": [
1644
- "CAMID 11752\n",
1645
- "X 17759\n",
1646
- "Image_name 17759\n",
1647
  "View 4\n",
1648
  "zenodo_name 31\n",
1649
  "zenodo_link 29\n",
1650
- "Sequence 10689\n",
1651
- "Taxonomic_Name 362\n",
1652
- "Locality 641\n",
1653
  "Sample_accession 1552\n",
1654
  "Collected_by 12\n",
1655
- "Other_ID 2890\n",
1656
  "Date 788\n",
1657
  "Dataset 7\n",
1658
  "Store 137\n",
@@ -1664,18 +2273,18 @@
1664
  "Unit_Type 4\n",
1665
  "file_type 3\n",
1666
  "record_number 29\n",
1667
- "species 245\n",
1668
  "subspecies 152\n",
1669
- "genus 94\n",
1670
- "file_url 17759\n",
1671
  "hybrid_stat 2\n",
1672
- "filename 17759\n",
1673
- "filepath 17759\n",
1674
- "md5 17759\n",
1675
  "dtype: int64"
1676
  ]
1677
  },
1678
- "execution_count": 30,
1679
  "metadata": {},
1680
  "output_type": "execute_result"
1681
  }
@@ -1689,19 +2298,19 @@
1689
  },
1690
  {
1691
  "cell_type": "code",
1692
- "execution_count": 31,
1693
  "metadata": {},
1694
  "outputs": [
1695
  {
1696
  "data": {
1697
  "text/plain": [
1698
  "CAM_dupe\n",
1699
- "False 15460\n",
1700
  "True 2299\n",
1701
  "Name: count, dtype: int64"
1702
  ]
1703
  },
1704
- "execution_count": 31,
1705
  "metadata": {},
1706
  "output_type": "execute_result"
1707
  }
@@ -1713,21 +2322,21 @@
1713
  },
1714
  {
1715
  "cell_type": "code",
1716
- "execution_count": 32,
1717
  "metadata": {},
1718
  "outputs": [
1719
  {
1720
  "data": {
1721
  "text/plain": [
1722
  "CAM_dupe\n",
1723
- "False 15442\n",
1724
  "True 1793\n",
1725
  "single-wing 506\n",
1726
  "both-wings 18\n",
1727
  "Name: count, dtype: int64"
1728
  ]
1729
  },
1730
- "execution_count": 32,
1731
  "metadata": {},
1732
  "output_type": "execute_result"
1733
  }
@@ -1741,7 +2350,7 @@
1741
  },
1742
  {
1743
  "cell_type": "code",
1744
- "execution_count": 33,
1745
  "metadata": {},
1746
  "outputs": [
1747
  {
@@ -1749,7 +2358,7 @@
1749
  "output_type": "stream",
1750
  "text": [
1751
  "881\n",
1752
- "11452\n"
1753
  ]
1754
  },
1755
  {
@@ -1758,7 +2367,7 @@
1758
  "13"
1759
  ]
1760
  },
1761
- "execution_count": 33,
1762
  "metadata": {},
1763
  "output_type": "execute_result"
1764
  }
@@ -1771,7 +2380,7 @@
1771
  },
1772
  {
1773
  "cell_type": "code",
1774
- "execution_count": 34,
1775
  "metadata": {},
1776
  "outputs": [
1777
  {
@@ -1783,7 +2392,7 @@
1783
  "Name: count, dtype: int64"
1784
  ]
1785
  },
1786
- "execution_count": 34,
1787
  "metadata": {},
1788
  "output_type": "execute_result"
1789
  }
@@ -1794,7 +2403,7 @@
1794
  },
1795
  {
1796
  "cell_type": "code",
1797
- "execution_count": 35,
1798
  "metadata": {},
1799
  "outputs": [
1800
  {
@@ -1806,7 +2415,7 @@
1806
  "Name: count, dtype: int64"
1807
  ]
1808
  },
1809
- "execution_count": 35,
1810
  "metadata": {},
1811
  "output_type": "execute_result"
1812
  }
@@ -1817,7 +2426,7 @@
1817
  },
1818
  {
1819
  "cell_type": "code",
1820
- "execution_count": 36,
1821
  "metadata": {},
1822
  "outputs": [
1823
  {
@@ -1830,7 +2439,7 @@
1830
  "Name: count, dtype: int64"
1831
  ]
1832
  },
1833
- "execution_count": 36,
1834
  "metadata": {},
1835
  "output_type": "execute_result"
1836
  }
@@ -1841,20 +2450,20 @@
1841
  },
1842
  {
1843
  "cell_type": "code",
1844
- "execution_count": 37,
1845
  "metadata": {},
1846
  "outputs": [
1847
  {
1848
  "data": {
1849
  "text/plain": [
1850
  "file_type\n",
1851
- "jpg 10706\n",
1852
- "raw 4718\n",
1853
  "tif 18\n",
1854
  "Name: count, dtype: int64"
1855
  ]
1856
  },
1857
- "execution_count": 37,
1858
  "metadata": {},
1859
  "output_type": "execute_result"
1860
  }
@@ -1865,18 +2474,18 @@
1865
  },
1866
  {
1867
  "cell_type": "code",
1868
- "execution_count": 38,
1869
  "metadata": {},
1870
  "outputs": [
1871
  {
1872
  "data": {
1873
  "text/plain": [
1874
- "False 10723\n",
1875
  "True 2028\n",
1876
  "Name: count, dtype: int64"
1877
  ]
1878
  },
1879
- "execution_count": 38,
1880
  "metadata": {},
1881
  "output_type": "execute_result"
1882
  }
@@ -1887,18 +2496,18 @@
1887
  },
1888
  {
1889
  "cell_type": "code",
1890
- "execution_count": 39,
1891
  "metadata": {},
1892
  "outputs": [
1893
  {
1894
  "data": {
1895
  "text/plain": [
1896
- "False 4719\n",
1897
  "True 254\n",
1898
  "Name: count, dtype: int64"
1899
  ]
1900
  },
1901
- "execution_count": 39,
1902
  "metadata": {},
1903
  "output_type": "execute_result"
1904
  }
@@ -1918,7 +2527,7 @@
1918
  },
1919
  {
1920
  "cell_type": "code",
1921
- "execution_count": 40,
1922
  "metadata": {},
1923
  "outputs": [],
1924
  "source": [
 
999
  },
1000
  {
1001
  "cell_type": "code",
1002
+ "execution_count": 2,
1003
  "metadata": {},
1004
  "outputs": [
1005
  {
 
1052
  "master.info()"
1053
  ]
1054
  },
1055
+ {
1056
+ "cell_type": "markdown",
1057
+ "metadata": {},
1058
+ "source": [
1059
+ "### Taxonomic Labeling Check\n",
1060
+ "\n",
1061
+ "As noted above, there are instances of `<Genus> sp.` in the `Taxonomic_Name` column. These get reproduced in the `species` column as well. We also have at least one instance of just `Heliconius`, and an instance of `Unknown` was observed outside this process. To ensure the taxonomic information is indeed clear, we will print and check all 246 unique species listed in the dataset."
1062
+ ]
1063
+ },
1064
  {
1065
  "cell_type": "code",
1066
+ "execution_count": 3,
1067
+ "metadata": {},
1068
+ "outputs": [],
1069
+ "source": [
1070
+ "pd.Series(master.species.unique()).to_csv(\"../metadata/Unique_species_labels.txt\", index = False)"
1071
+ ]
1072
+ },
1073
+ {
1074
+ "cell_type": "code",
1075
+ "execution_count": 4,
1076
+ "metadata": {},
1077
+ "outputs": [
1078
+ {
1079
+ "name": "stdout",
1080
+ "output_type": "stream",
1081
+ "text": [
1082
+ "We have 24 'species' designations really labeled only to genus, 5 species designations that may not be labeled at the species level, and 1 with 'hybrid' in the name.\n"
1083
+ ]
1084
+ }
1085
+ ],
1086
+ "source": [
1087
+ "species_list = list(master.species.unique())\n",
1088
+ "\n",
1089
+ "sp_list = []\n",
1090
+ "one_word_list = []\n",
1091
+ "hybrid_label = []\n",
1092
+ "for species in species_list:\n",
1093
+ " if \"sp.\" in species:\n",
1094
+ " sp_list.append(species)\n",
1095
+ " if len(species.split(\" \")) == 1:\n",
1096
+ " one_word_list.append(species)\n",
1097
+ " if \"hybrid\" in species.lower():\n",
1098
+ " hybrid_label.append(species)\n",
1099
+ "\n",
1100
+ "print(f\"We have {len(sp_list)} 'species' designations really labeled only to genus, {len(one_word_list)} species designations that may not be labeled at the species level, and {len(hybrid_label)} with 'hybrid' in the name.\")"
1101
+ ]
1102
+ },
1103
+ {
1104
+ "cell_type": "code",
1105
+ "execution_count": 5,
1106
+ "metadata": {},
1107
+ "outputs": [
1108
+ {
1109
+ "data": {
1110
+ "text/plain": [
1111
+ "['Pteronymia', 'Unknown', 'Ithomiinae', 'Stratiomyidae', 'Heliconius']"
1112
+ ]
1113
+ },
1114
+ "execution_count": 5,
1115
+ "metadata": {},
1116
+ "output_type": "execute_result"
1117
+ }
1118
+ ],
1119
+ "source": [
1120
+ "one_word_list"
1121
+ ]
1122
+ },
1123
+ {
1124
+ "cell_type": "code",
1125
+ "execution_count": 6,
1126
+ "metadata": {},
1127
+ "outputs": [
1128
+ {
1129
+ "data": {
1130
+ "text/plain": [
1131
+ "['Heliconius hybrid']"
1132
+ ]
1133
+ },
1134
+ "execution_count": 6,
1135
+ "metadata": {},
1136
+ "output_type": "execute_result"
1137
+ }
1138
+ ],
1139
+ "source": [
1140
+ "hybrid_label"
1141
+ ]
1142
+ },
1143
+ {
1144
+ "cell_type": "markdown",
1145
+ "metadata": {},
1146
+ "source": [
1147
+ "This matches my manual check:\n",
1148
+ "\n",
1149
+ "Non-standard labels found:\n",
1150
+ "\n",
1151
+ "- 'Heliconius hybrid'\n",
1152
+ "- \"sp.\":\n",
1153
+ " >'Heliconius sp.', 'Melinaea sp.', 'Oleria sp.', 'Ithomia sp.', 'Godyris sp.', 'Hypothyris sp.', 'Pteronymia sp.', 'Greta sp.', 'Dircenna sp.', 'Actinote sp.', 'Eresia sp.', 'Eueides sp.', 'Pteronymia sp.nov.', 'Patricia sp.', 'Hyalyris sp.', 'Olyras sp.', 'Mechanitis sp.', 'Euides sp.', 'Taygetis sp.', 'Euselasia sp.', 'Eunica sp.', 'Ascia sp.', 'Euptychia sp.', 'Megaleas sp.'\n",
1154
+ "- One name: 'Heliconius', 'Stratiomyidae', 'Ithomiinae', 'Pteronymia', + 'Unknown'. \n",
1155
+ " - This is becuase `species` was just a split at `ssp.` and take the first element of that list, hence the duplication of single names.\n",
1156
+ "\n",
1157
+ "### Taxonomic Labeling Fix:\n",
1158
+ "- We'll adjust the genera to be `<Genus> sp.` to be consistent. Then to avoid any labeled only to the genus level, one must simply exclude those with `sp.` in the species name. \n",
1159
+ "- The `Heliconius hybrid` should be labeled as a hybrid, but have null `subspecies` value, so that should be avoidable or useable as well. \n",
1160
+ "- We will remove the `Unknown` values as their CAMIDs don't appear elsewhere so the taxonomic information is non-reconcilable. \n",
1161
+ "- Christopher confirmed that `Ithomiinae` and `Pteronymia` are genera in the family `nymphalidae`, like `Heliconius`, but `Stratiomyidae` is a \"Soldier Fly\" (Google, Christopher did not recognize it as a butterfly), clearly not a butterfly from the images. This label is present in [record 5561246](https://zenodo.org/records/5561246), attached to `CAMID: CAM036326`, which does not appear elsewhere in our dataset (see check below). Looking at the record, it is labeled as `BSF blue wings` in the CSV, and the images are clearly of a butterfly's wings. We have concluded it is a mislabeling and will drop it for now."
1162
+ ]
1163
+ },
1164
+ {
1165
+ "cell_type": "code",
1166
+ "execution_count": 7,
1167
+ "metadata": {},
1168
+ "outputs": [
1169
+ {
1170
+ "name": "stdout",
1171
+ "output_type": "stream",
1172
+ "text": [
1173
+ "There are 18 entries with the taxonomic label 'Unknown', and 18 entries of that/those CAMID(s).\n"
1174
+ ]
1175
+ },
1176
+ {
1177
+ "data": {
1178
+ "text/plain": [
1179
+ "zenodo_link\n",
1180
+ "https://zenodo.org/record/5561246 12\n",
1181
+ "https://zenodo.org/record/4291095 4\n",
1182
+ "https://zenodo.org/record/2702457 2\n",
1183
+ "Name: count, dtype: int64"
1184
+ ]
1185
+ },
1186
+ "execution_count": 7,
1187
+ "metadata": {},
1188
+ "output_type": "execute_result"
1189
+ }
1190
+ ],
1191
+ "source": [
1192
+ "cams_unknown = list(master.loc[master[\"species\"] == \"Unknown\", \"CAMID\"])\n",
1193
+ "print(f\"There are {len(cams_unknown)} entries with the taxonomic label 'Unknown', and {master.loc[master['CAMID'].isin(cams_unknown)].shape[0]} entries of that/those CAMID(s).\")\n",
1194
+ "master.loc[master[\"CAMID\"].isin(cams_unknown), \"zenodo_link\"].value_counts()"
1195
+ ]
1196
+ },
1197
+ {
1198
+ "cell_type": "code",
1199
+ "execution_count": 8,
1200
+ "metadata": {},
1201
+ "outputs": [
1202
+ {
1203
+ "name": "stdout",
1204
+ "output_type": "stream",
1205
+ "text": [
1206
+ "There are 4 entries with the taxonomic label 'Stratiomyidae', and 4 entries of that/those CAMID(s).\n"
1207
+ ]
1208
+ },
1209
+ {
1210
+ "data": {
1211
+ "text/html": [
1212
+ "<div>\n",
1213
+ "<style scoped>\n",
1214
+ " .dataframe tbody tr th:only-of-type {\n",
1215
+ " vertical-align: middle;\n",
1216
+ " }\n",
1217
+ "\n",
1218
+ " .dataframe tbody tr th {\n",
1219
+ " vertical-align: top;\n",
1220
+ " }\n",
1221
+ "\n",
1222
+ " .dataframe thead th {\n",
1223
+ " text-align: right;\n",
1224
+ " }\n",
1225
+ "</style>\n",
1226
+ "<table border=\"1\" class=\"dataframe\">\n",
1227
+ " <thead>\n",
1228
+ " <tr style=\"text-align: right;\">\n",
1229
+ " <th></th>\n",
1230
+ " <th>CAMID</th>\n",
1231
+ " <th>X</th>\n",
1232
+ " <th>Image_name</th>\n",
1233
+ " <th>View</th>\n",
1234
+ " <th>zenodo_name</th>\n",
1235
+ " <th>zenodo_link</th>\n",
1236
+ " <th>Sequence</th>\n",
1237
+ " <th>Taxonomic_Name</th>\n",
1238
+ " <th>Locality</th>\n",
1239
+ " <th>Sample_accession</th>\n",
1240
+ " <th>...</th>\n",
1241
+ " <th>file_type</th>\n",
1242
+ " <th>record_number</th>\n",
1243
+ " <th>species</th>\n",
1244
+ " <th>subspecies</th>\n",
1245
+ " <th>genus</th>\n",
1246
+ " <th>file_url</th>\n",
1247
+ " <th>hybrid_stat</th>\n",
1248
+ " <th>filename</th>\n",
1249
+ " <th>filepath</th>\n",
1250
+ " <th>md5</th>\n",
1251
+ " </tr>\n",
1252
+ " </thead>\n",
1253
+ " <tbody>\n",
1254
+ " <tr>\n",
1255
+ " <th>21877</th>\n",
1256
+ " <td>CAM036326</td>\n",
1257
+ " <td>41866</td>\n",
1258
+ " <td>CAM036326_d.CR2</td>\n",
1259
+ " <td>dorsal</td>\n",
1260
+ " <td>Filelist.csv</td>\n",
1261
+ " <td>https://zenodo.org/record/5561246</td>\n",
1262
+ " <td>36,326</td>\n",
1263
+ " <td>Stratiomyidae</td>\n",
1264
+ " <td>Reserva Serra Bonita - BSF02</td>\n",
1265
+ " <td>NaN</td>\n",
1266
+ " <td>...</td>\n",
1267
+ " <td>raw</td>\n",
1268
+ " <td>5561246</td>\n",
1269
+ " <td>Stratiomyidae</td>\n",
1270
+ " <td>NaN</td>\n",
1271
+ " <td>Stratiomyidae</td>\n",
1272
+ " <td>https://zenodo.org/record/5561246/files/CAM036...</td>\n",
1273
+ " <td>NaN</td>\n",
1274
+ " <td>41866_CAM036326_d.CR2</td>\n",
1275
+ " <td>images/Stratiomyidae/41866_CAM036326_d.CR2</td>\n",
1276
+ " <td>4d823bf9308f967d8c1b2ea9325dac1d</td>\n",
1277
+ " </tr>\n",
1278
+ " <tr>\n",
1279
+ " <th>21878</th>\n",
1280
+ " <td>CAM036326</td>\n",
1281
+ " <td>41867</td>\n",
1282
+ " <td>CAM036326_d.JPG</td>\n",
1283
+ " <td>dorsal</td>\n",
1284
+ " <td>Filelist.csv</td>\n",
1285
+ " <td>https://zenodo.org/record/5561246</td>\n",
1286
+ " <td>36,326</td>\n",
1287
+ " <td>Stratiomyidae</td>\n",
1288
+ " <td>Reserva Serra Bonita - BSF02</td>\n",
1289
+ " <td>NaN</td>\n",
1290
+ " <td>...</td>\n",
1291
+ " <td>jpg</td>\n",
1292
+ " <td>5561246</td>\n",
1293
+ " <td>Stratiomyidae</td>\n",
1294
+ " <td>NaN</td>\n",
1295
+ " <td>Stratiomyidae</td>\n",
1296
+ " <td>https://zenodo.org/record/5561246/files/CAM036...</td>\n",
1297
+ " <td>NaN</td>\n",
1298
+ " <td>41867_CAM036326_d.JPG</td>\n",
1299
+ " <td>images/Stratiomyidae/41867_CAM036326_d.JPG</td>\n",
1300
+ " <td>23d2d33583c31c83b3e36563418204b8</td>\n",
1301
+ " </tr>\n",
1302
+ " <tr>\n",
1303
+ " <th>21879</th>\n",
1304
+ " <td>CAM036326</td>\n",
1305
+ " <td>41868</td>\n",
1306
+ " <td>CAM036326_v.CR2</td>\n",
1307
+ " <td>ventral</td>\n",
1308
+ " <td>Filelist.csv</td>\n",
1309
+ " <td>https://zenodo.org/record/5561246</td>\n",
1310
+ " <td>36,326</td>\n",
1311
+ " <td>Stratiomyidae</td>\n",
1312
+ " <td>Reserva Serra Bonita - BSF02</td>\n",
1313
+ " <td>NaN</td>\n",
1314
+ " <td>...</td>\n",
1315
+ " <td>raw</td>\n",
1316
+ " <td>5561246</td>\n",
1317
+ " <td>Stratiomyidae</td>\n",
1318
+ " <td>NaN</td>\n",
1319
+ " <td>Stratiomyidae</td>\n",
1320
+ " <td>https://zenodo.org/record/5561246/files/CAM036...</td>\n",
1321
+ " <td>NaN</td>\n",
1322
+ " <td>41868_CAM036326_v.CR2</td>\n",
1323
+ " <td>images/Stratiomyidae/41868_CAM036326_v.CR2</td>\n",
1324
+ " <td>d4a628aa306aa7deafa93d2b913ba4de</td>\n",
1325
+ " </tr>\n",
1326
+ " <tr>\n",
1327
+ " <th>21880</th>\n",
1328
+ " <td>CAM036326</td>\n",
1329
+ " <td>41869</td>\n",
1330
+ " <td>CAM036326_v.JPG</td>\n",
1331
+ " <td>ventral</td>\n",
1332
+ " <td>Filelist.csv</td>\n",
1333
+ " <td>https://zenodo.org/record/5561246</td>\n",
1334
+ " <td>36,326</td>\n",
1335
+ " <td>Stratiomyidae</td>\n",
1336
+ " <td>Reserva Serra Bonita - BSF02</td>\n",
1337
+ " <td>NaN</td>\n",
1338
+ " <td>...</td>\n",
1339
+ " <td>jpg</td>\n",
1340
+ " <td>5561246</td>\n",
1341
+ " <td>Stratiomyidae</td>\n",
1342
+ " <td>NaN</td>\n",
1343
+ " <td>Stratiomyidae</td>\n",
1344
+ " <td>https://zenodo.org/record/5561246/files/CAM036...</td>\n",
1345
+ " <td>NaN</td>\n",
1346
+ " <td>41869_CAM036326_v.JPG</td>\n",
1347
+ " <td>images/Stratiomyidae/41869_CAM036326_v.JPG</td>\n",
1348
+ " <td>0a8ed38b8ad9755831bb796febaa624e</td>\n",
1349
+ " </tr>\n",
1350
+ " </tbody>\n",
1351
+ "</table>\n",
1352
+ "<p>4 rows × 31 columns</p>\n",
1353
+ "</div>"
1354
+ ],
1355
+ "text/plain": [
1356
+ " CAMID X Image_name View zenodo_name \\\n",
1357
+ "21877 CAM036326 41866 CAM036326_d.CR2 dorsal Filelist.csv \n",
1358
+ "21878 CAM036326 41867 CAM036326_d.JPG dorsal Filelist.csv \n",
1359
+ "21879 CAM036326 41868 CAM036326_v.CR2 ventral Filelist.csv \n",
1360
+ "21880 CAM036326 41869 CAM036326_v.JPG ventral Filelist.csv \n",
1361
+ "\n",
1362
+ " zenodo_link Sequence Taxonomic_Name \\\n",
1363
+ "21877 https://zenodo.org/record/5561246 36,326 Stratiomyidae \n",
1364
+ "21878 https://zenodo.org/record/5561246 36,326 Stratiomyidae \n",
1365
+ "21879 https://zenodo.org/record/5561246 36,326 Stratiomyidae \n",
1366
+ "21880 https://zenodo.org/record/5561246 36,326 Stratiomyidae \n",
1367
+ "\n",
1368
+ " Locality Sample_accession ... file_type \\\n",
1369
+ "21877 Reserva Serra Bonita - BSF02 NaN ... raw \n",
1370
+ "21878 Reserva Serra Bonita - BSF02 NaN ... jpg \n",
1371
+ "21879 Reserva Serra Bonita - BSF02 NaN ... raw \n",
1372
+ "21880 Reserva Serra Bonita - BSF02 NaN ... jpg \n",
1373
+ "\n",
1374
+ " record_number species subspecies genus \\\n",
1375
+ "21877 5561246 Stratiomyidae NaN Stratiomyidae \n",
1376
+ "21878 5561246 Stratiomyidae NaN Stratiomyidae \n",
1377
+ "21879 5561246 Stratiomyidae NaN Stratiomyidae \n",
1378
+ "21880 5561246 Stratiomyidae NaN Stratiomyidae \n",
1379
+ "\n",
1380
+ " file_url hybrid_stat \\\n",
1381
+ "21877 https://zenodo.org/record/5561246/files/CAM036... NaN \n",
1382
+ "21878 https://zenodo.org/record/5561246/files/CAM036... NaN \n",
1383
+ "21879 https://zenodo.org/record/5561246/files/CAM036... NaN \n",
1384
+ "21880 https://zenodo.org/record/5561246/files/CAM036... NaN \n",
1385
+ "\n",
1386
+ " filename filepath \\\n",
1387
+ "21877 41866_CAM036326_d.CR2 images/Stratiomyidae/41866_CAM036326_d.CR2 \n",
1388
+ "21878 41867_CAM036326_d.JPG images/Stratiomyidae/41867_CAM036326_d.JPG \n",
1389
+ "21879 41868_CAM036326_v.CR2 images/Stratiomyidae/41868_CAM036326_v.CR2 \n",
1390
+ "21880 41869_CAM036326_v.JPG images/Stratiomyidae/41869_CAM036326_v.JPG \n",
1391
+ "\n",
1392
+ " md5 \n",
1393
+ "21877 4d823bf9308f967d8c1b2ea9325dac1d \n",
1394
+ "21878 23d2d33583c31c83b3e36563418204b8 \n",
1395
+ "21879 d4a628aa306aa7deafa93d2b913ba4de \n",
1396
+ "21880 0a8ed38b8ad9755831bb796febaa624e \n",
1397
+ "\n",
1398
+ "[4 rows x 31 columns]"
1399
+ ]
1400
+ },
1401
+ "execution_count": 8,
1402
+ "metadata": {},
1403
+ "output_type": "execute_result"
1404
+ }
1405
+ ],
1406
+ "source": [
1407
+ "cams_stratiomyidae = list(master.loc[master[\"species\"] == \"Stratiomyidae\", \"CAMID\"])\n",
1408
+ "print(f\"There are {len(cams_stratiomyidae)} entries with the taxonomic label 'Stratiomyidae', and {master.loc[master['CAMID'].isin(cams_stratiomyidae)].shape[0]} entries of that/those CAMID(s).\")\n",
1409
+ "master.loc[master[\"species\"] == \"Stratiomyidae\"]"
1410
+ ]
1411
+ },
1412
+ {
1413
+ "cell_type": "code",
1414
+ "execution_count": 9,
1415
+ "metadata": {},
1416
+ "outputs": [],
1417
+ "source": [
1418
+ "missing_label_cams = cams_unknown + cams_stratiomyidae\n",
1419
+ "master.loc[master[\"CAMID\"].isin(missing_label_cams)].to_csv(\"../metadata/Missing_taxa_download.csv\")"
1420
+ ]
1421
+ },
1422
+ {
1423
+ "cell_type": "code",
1424
+ "execution_count": 10,
1425
+ "metadata": {},
1426
+ "outputs": [
1427
+ {
1428
+ "data": {
1429
+ "text/plain": [
1430
+ "36193"
1431
+ ]
1432
+ },
1433
+ "execution_count": 10,
1434
+ "metadata": {},
1435
+ "output_type": "execute_result"
1436
+ }
1437
+ ],
1438
+ "source": [
1439
+ "# Drop Unknown\n",
1440
+ "master = master.loc[master[\"species\"] != \"Unknown\"]\n",
1441
+ "master.shape[0] # should now be 36,193"
1442
+ ]
1443
+ },
1444
+ {
1445
+ "cell_type": "code",
1446
+ "execution_count": 11,
1447
+ "metadata": {},
1448
+ "outputs": [
1449
+ {
1450
+ "data": {
1451
+ "text/plain": [
1452
+ "36189"
1453
+ ]
1454
+ },
1455
+ "execution_count": 11,
1456
+ "metadata": {},
1457
+ "output_type": "execute_result"
1458
+ }
1459
+ ],
1460
+ "source": [
1461
+ "# Drop Stratiomyidae\n",
1462
+ "master = master.loc[master[\"species\"] != \"Stratiomyidae\"]\n",
1463
+ "master.shape[0] # should now be 36,189"
1464
+ ]
1465
+ },
1466
+ {
1467
+ "cell_type": "code",
1468
+ "execution_count": 12,
1469
+ "metadata": {},
1470
+ "outputs": [],
1471
+ "source": [
1472
+ "# Rename 'Pteronymia', 'Ithomiinae', and 'Heliconius' as '<Genus> sp.' for consistency\n",
1473
+ "rename_sp = ['Pteronymia', 'Ithomiinae', 'Heliconius']\n",
1474
+ "\n",
1475
+ "for species in rename_sp:\n",
1476
+ " master.loc[master[\"species\"] == species, \"Taxonomic_Name\"] = species + \" sp.\"\n",
1477
+ " master.loc[master[\"species\"] == species, \"species\"] = species + \" sp.\""
1478
+ ]
1479
+ },
1480
+ {
1481
+ "cell_type": "code",
1482
+ "execution_count": 13,
1483
+ "metadata": {},
1484
+ "outputs": [
1485
+ {
1486
+ "name": "stdout",
1487
+ "output_type": "stream",
1488
+ "text": [
1489
+ "We have 25 'species' designations really labeled only to genus, 0 species designations that may not be labeled at the species level.\n"
1490
+ ]
1491
+ }
1492
+ ],
1493
+ "source": [
1494
+ "# Check, sp_list should now be 25, as Heliconius sp. and 'Pteronymia sp.' were already on there, and our one_word_list should now be zero\n",
1495
+ "species_list = list(master.species.unique())\n",
1496
+ "\n",
1497
+ "sp_list = []\n",
1498
+ "one_word_list = []\n",
1499
+ "for species in species_list:\n",
1500
+ " if \"sp.\" in species:\n",
1501
+ " sp_list.append(species)\n",
1502
+ " if len(species.split(\" \")) == 1:\n",
1503
+ " one_word_list.append(species)\n",
1504
+ "\n",
1505
+ "print(f\"We have {len(sp_list)} 'species' designations really labeled only to genus, {len(one_word_list)} species designations that may not be labeled at the species level.\")"
1506
+ ]
1507
+ },
1508
+ {
1509
+ "cell_type": "markdown",
1510
+ "metadata": {},
1511
+ "source": [
1512
+ "### Stats Checks & Save\n",
1513
+ "\n",
1514
+ "We'll now save our updated master file, then check all our stats to update the Dataset Card appropriately before regenerating our other subsets."
1515
+ ]
1516
+ },
1517
+ {
1518
+ "cell_type": "code",
1519
+ "execution_count": 14,
1520
+ "metadata": {},
1521
+ "outputs": [],
1522
+ "source": [
1523
+ "master.to_csv(\"../Jiggins_Zenodo_Img_Master.csv\", index = False)"
1524
+ ]
1525
+ },
1526
+ {
1527
+ "cell_type": "code",
1528
+ "execution_count": 15,
1529
+ "metadata": {},
1530
+ "outputs": [
1531
+ {
1532
+ "name": "stdout",
1533
+ "output_type": "stream",
1534
+ "text": [
1535
+ "<class 'pandas.core.frame.DataFrame'>\n",
1536
+ "Index: 36189 entries, 0 to 36210\n",
1537
+ "Data columns (total 31 columns):\n",
1538
+ " # Column Non-Null Count Dtype \n",
1539
+ "--- ------ -------------- ----- \n",
1540
+ " 0 CAMID 36189 non-null object\n",
1541
+ " 1 X 36189 non-null int64 \n",
1542
+ " 2 Image_name 36189 non-null object\n",
1543
+ " 3 View 35410 non-null object\n",
1544
+ " 4 zenodo_name 36189 non-null object\n",
1545
+ " 5 zenodo_link 36189 non-null object\n",
1546
+ " 6 Sequence 35257 non-null object\n",
1547
+ " 7 Taxonomic_Name 36189 non-null object\n",
1548
+ " 8 Locality 23105 non-null object\n",
1549
+ " 9 Sample_accession 3647 non-null object\n",
1550
+ " 10 Collected_by 3043 non-null object\n",
1551
+ " 11 Other_ID 11325 non-null object\n",
1552
+ " 12 Date 23022 non-null object\n",
1553
+ " 13 Dataset 29112 non-null object\n",
1554
+ " 14 Store 27807 non-null object\n",
1555
+ " 15 Brood 13847 non-null object\n",
1556
+ " 16 Death_Date 269 non-null object\n",
1557
+ " 17 Cross_Type 4447 non-null object\n",
1558
+ " 18 Stage 6 non-null object\n",
1559
+ " 19 Sex 27510 non-null object\n",
1560
+ " 20 Unit_Type 25058 non-null object\n",
1561
+ " 21 file_type 36189 non-null object\n",
1562
+ " 22 record_number 36189 non-null int64 \n",
1563
+ " 23 species 36189 non-null object\n",
1564
+ " 24 subspecies 20400 non-null object\n",
1565
+ " 25 genus 36189 non-null object\n",
1566
+ " 26 file_url 36189 non-null object\n",
1567
+ " 27 hybrid_stat 20948 non-null object\n",
1568
+ " 28 filename 36189 non-null object\n",
1569
+ " 29 filepath 36189 non-null object\n",
1570
+ " 30 md5 36189 non-null object\n",
1571
+ "dtypes: int64(2), object(29)\n",
1572
+ "memory usage: 8.8+ MB\n"
1573
+ ]
1574
+ }
1575
+ ],
1576
+ "source": [
1577
+ "master.info()"
1578
+ ]
1579
+ },
1580
+ {
1581
+ "cell_type": "code",
1582
+ "execution_count": 16,
1583
+ "metadata": {},
1584
+ "outputs": [
1585
+ {
1586
+ "data": {
1587
+ "text/plain": [
1588
+ "CAMID 11962\n",
1589
+ "X 36189\n",
1590
+ "Image_name 36189\n",
1591
+ "View 7\n",
1592
+ "zenodo_name 31\n",
1593
+ "zenodo_link 29\n",
1594
+ "Sequence 10876\n",
1595
+ "Taxonomic_Name 362\n",
1596
+ "Locality 643\n",
1597
+ "Sample_accession 1559\n",
1598
+ "Collected_by 12\n",
1599
+ "Other_ID 3080\n",
1600
+ "Date 804\n",
1601
+ "Dataset 7\n",
1602
+ "Store 137\n",
1603
+ "Brood 224\n",
1604
+ "Death_Date 79\n",
1605
+ "Cross_Type 30\n",
1606
+ "Stage 1\n",
1607
+ "Sex 3\n",
1608
+ "Unit_Type 4\n",
1609
+ "file_type 3\n",
1610
+ "record_number 29\n",
1611
+ "species 242\n",
1612
+ "subspecies 155\n",
1613
+ "genus 92\n",
1614
+ "file_url 36189\n",
1615
+ "hybrid_stat 2\n",
1616
+ "filename 36189\n",
1617
+ "filepath 36189\n",
1618
+ "md5 36189\n",
1619
+ "dtype: int64"
1620
+ ]
1621
+ },
1622
+ "execution_count": 16,
1623
+ "metadata": {},
1624
+ "output_type": "execute_result"
1625
+ }
1626
+ ],
1627
+ "source": [
1628
+ "master.nunique()"
1629
+ ]
1630
+ },
1631
+ {
1632
+ "cell_type": "markdown",
1633
+ "metadata": {},
1634
+ "source": [
1635
+ "Note that a total of 4 \"unique\" Taxonomic Names and species were removed above: \"Unknown\", \"Heliconius\", \"Pteronymia\", \"Ithomiinae\", and \"Stratiomyidae\" were removed and \"Ithomiinae sp.\" was added. This process also resulted in the removal of 2 \"unique\" genera (\"Unknown\" and \"Stratiomyidae\").\n",
1636
+ "\n",
1637
+ "No records were removed."
1638
+ ]
1639
+ },
1640
+ {
1641
+ "cell_type": "code",
1642
+ "execution_count": 17,
1643
  "metadata": {},
1644
  "outputs": [
1645
  {
 
1920
  "[6 rows x 31 columns]"
1921
  ]
1922
  },
1923
+ "execution_count": 17,
1924
  "metadata": {},
1925
  "output_type": "execute_result"
1926
  }
 
1931
  },
1932
  {
1933
  "cell_type": "code",
1934
+ "execution_count": 18,
1935
  "metadata": {},
1936
  "outputs": [
1937
  {
 
1971
  "dtype: int64"
1972
  ]
1973
  },
1974
+ "execution_count": 18,
1975
  "metadata": {},
1976
  "output_type": "execute_result"
1977
  }
 
1982
  },
1983
  {
1984
  "cell_type": "code",
1985
+ "execution_count": 19,
1986
  "metadata": {},
1987
  "outputs": [
1988
  {
1989
  "data": {
1990
  "text/plain": [
1991
  "View\n",
1992
+ "dorsal 17224\n",
1993
+ "ventral 17156\n",
1994
  "hindwing dorsal 254\n",
1995
  "hindwing ventral 254\n",
1996
  "forewing dorsal 252\n",
 
1999
  "Name: count, dtype: int64"
2000
  ]
2001
  },
2002
+ "execution_count": 19,
2003
  "metadata": {},
2004
  "output_type": "execute_result"
2005
  }
 
2008
  "master.View.value_counts()"
2009
  ]
2010
  },
2011
+ {
2012
+ "cell_type": "code",
2013
+ "execution_count": 20,
2014
+ "metadata": {},
2015
+ "outputs": [
2016
+ {
2017
+ "data": {
2018
+ "text/plain": [
2019
+ "Sex\n",
2020
+ "Male 15904\n",
2021
+ "Female 11323\n",
2022
+ "Unknown 283\n",
2023
+ "Name: count, dtype: int64"
2024
+ ]
2025
+ },
2026
+ "execution_count": 20,
2027
+ "metadata": {},
2028
+ "output_type": "execute_result"
2029
+ }
2030
+ ],
2031
+ "source": [
2032
+ "master.Sex.value_counts()"
2033
+ ]
2034
+ },
2035
  {
2036
  "cell_type": "markdown",
2037
  "metadata": {},
 
2143
  },
2144
  {
2145
  "cell_type": "code",
2146
+ "execution_count": 21,
2147
  "metadata": {},
2148
  "outputs": [
2149
  {
 
2156
  "zenodo_name 31\n",
2157
  "zenodo_link 29\n",
2158
  "Sequence 9008\n",
2159
+ "Taxonomic_Name 131\n",
2160
  "Locality 471\n",
2161
  "Sample_accession 1559\n",
2162
  "Collected_by 12\n",
 
2172
  "Unit_Type 4\n",
2173
  "file_type 3\n",
2174
  "record_number 29\n",
2175
+ "species 36\n",
2176
  "subspecies 110\n",
2177
  "genus 1\n",
2178
  "file_url 29134\n",
 
2183
  "dtype: int64"
2184
  ]
2185
  },
2186
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2188
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2189
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2195
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2196
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2197
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2198
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2208
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2209
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2210
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2211
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2212
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2213
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2214
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2226
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2227
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2228
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2229
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2230
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2231
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2244
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2245
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2246
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2248
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2249
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2251
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2252
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2258
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2259
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2260
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2261
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2262
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2263
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2264
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2265
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2266
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2267
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2273
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2274
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2275
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2276
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2277
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2278
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2280
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2281
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2282
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2283
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2284
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2285
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2286
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2287
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2288
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2289
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2290
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2298
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2299
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2300
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2301
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2302
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2303
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2305
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2306
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2307
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2312
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2313
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2314
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2315
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2316
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2322
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2323
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2324
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2325
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2326
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2327
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2329
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2336
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2337
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2338
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2339
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2340
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2341
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2342
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2350
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2351
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2352
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2353
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2354
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2355
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2356
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2358
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2359
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2360
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2361
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2363
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2364
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2367
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2369
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2370
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2371
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2372
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2373
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2380
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2381
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2382
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2383
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2384
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2385
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2392
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2394
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2395
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2403
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2404
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2405
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2415
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2418
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2420
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2421
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2426
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2427
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2428
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2439
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2441
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2442
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2443
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2444
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2445
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2450
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2451
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2452
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2453
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2454
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2455
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2457
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2458
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2459
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2466
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2474
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2475
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2476
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2477
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2478
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2479
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2481
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2482
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2490
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2491
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2496
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2497
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2500
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2501
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2502
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2503
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2504
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2509
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2511
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2512
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2527
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2528
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2529
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2530
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2531
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