Update readme and license

LICENSE_INFO.md

@@ -0,0 +1,32 @@
+# License Information
+
+This dataset is published with the [Creative Commons License (CC BY 4.0)](https://creativecommons.org/licenses/by/4.0/). The licenses for the datasets used to create this one are given below.
+
+# EO Data Licensing
+
+This data comes from the [Copernicus Sentinel Data](https://www.copernicus.eu). Its is released under [this legal notice](https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice). As stated in the legal notice, the following is given:
+- Contains modified Copernicus Sentinel data 2018
+- Contains modified Copernicus Service information 2018
+
+# Label Data Licensing
+
+The Crop Type Label dataset is published as part of the reference data collections for ESA WorldCereal but was originally created by Department of Agriculture and Fisheries of the Flemish government (Belgium). The original dataset is published under [Model License Free Reuse - v1.0](https://overheid.vlaanderen.be/sites/default/files/documenten/ict-egov/licenties/hergebruik/modellicentie_gratis_hergebruik_v1_0.html) and is further published with changes by ESA WorldCereal under the [Creative Commons License (CC BY 4.0)](https://creativecommons.org/licenses/by/4.0/). As part of using this data, the following are given as credit (Dataset Provider Details):
+- Code: Dpt. Agr. & Fish. Flanders
+- Description: Department of Agriculture and Fisheries of the Flemish government (Belgium)
+- URL: https://lv.vlaanderen.be/en
+- Contact: Tim Baeten; +32 2 5527535; [email protected]
+- DataSet Name: Landbouwgebruikspercelen LV, 2018
+- Reference Dataset: 106dcd2a-0cbf-4947-885d-155911bf6e7b
+- Type of License: [CC_BY](https://creativecommons.org/licenses/by/4.0/)
+- Reference to License: [https://overheid.vlaanderen.be/sites/default/files/documenten/ict-egov/licenties/hergebruik/modellicentie_gratis_hergebruik_v1_0.html](https://overheid.vlaanderen.be/sites/default/files/documenten/ict-egov/licenties/hergebruik/modellicentie_gratis_hergebruik_v1_0.html)
+
+Adaptions made as part of the publishing of the dataset for ESA WorldCereal are given in [this web link](https://ewocstorage.blob.core.windows.net/collections/pdf/2018_BE_Flanders_full_POLY_110.pdf) duplicated in [this pdf link](./2018_BE_Flanders_full_POLY_110.pdf). The link to the WorldCereal version of the dataset is given [here](https://worldcereal-rdm.geo-wiki.org/collections/details/?id=2018beflandersfullpoly110).
+
+The changes made as to that of the ESA WorldCereal version of the dataset as part of publishing the data here are given below:
+```
+- The coordinate system was shifted to WGS84
+- Converted shapefile to raster image
+- Cropped raster images into many smaller raster images (coordinates given per image in the dataset)
+- Change labels from those given by ESA WorldCereal to linear values 0 to 77 and unclassified/background given as 255. Where crop types labels were not unique in the list of labels, these crop types were merged. This new mapping of labels can be found in [meta_data.csv](../meta_data.csv).
+```
+

README.md

@@ -58,7 +58,7 @@ This dataset is a ML ready dataset with Earth Observation data from ESA Sentinel
 
 - **Author of this dataset:** Robert Cowlishaw ([0x365](https://github.com/0x365))
 
-Input data - Sentinel-2 Satellite Imagery from ESA
+Input data - Sentinel-2 Satellite Imagery from ESA Copernicus
 - **Bands:** 2, 3, 4, 5, 6, 7, 8, 11, 12
 - **GSD:** 10m
 - **Image Dimensions:** 256x256 pixels
@@ -75,7 +75,8 @@ Label data - [ESA WorldCereal dataset](https://worldcereal-rdm.geo-wiki.org/coll
 ## Licensing Information
 
 The dataset is available under the [Creative Commons License (CC BY 4.0)](https://creativecommons.org/licenses/by/4.0/). Please read further information about the datasets used to build this one to correctly credit the data creators [here](./license/LICENSE_INFO.md).
-
+- Contains modified Copernicus Sentinel data 2018
+- Contains modified Copernicus Service information 2018
 
 ## Load dataset
 
@@ -168,4 +169,4 @@ dataset = load_dataset("0x365/eo-crop-type-belgium", split="train")
 | 74       | cucumber (greenhouses)      | 0|
 | 75       | oats       | 0|
 | 76       | artichokes       | 0|
-| 77       | sudan grass      | 0|
+| 77       | sudan grass      | 0|