{'mode_taxis': nan, 'IkiSheet': 'mitigation', 'page_number': 38, 'mode_inland_shipping': nan, 'mode_coastal_shipping': nan, 'g20': 0, 'mode_cycling': nan, 'mode_road': nan, 'geo_not_defined': 'x', 'high_level_category': 'Electrification', 'g7': 0, 'geo_inter-city': nan, 'mena': 0, 'mode_heavy_rail': nan, 'mode_walking': nan, 'mode_international_maritime': nan, 'mode_not_defined': 'x', 'mode_aviation': nan, 'geo_urban': nan, 'activity_type': 'E_Notdefined', 'a_s_i': 'Improve', 'mode_high-speed_rail': nan, 'mode_cars': nan, 'indicator': 'General e-mobility', 'mode_water': nan, 'mode_truck': nan, 'oecd': 'non-OECD', 'mode_two-/three-wheelers': nan, 'income_group': 'Middle-income', 'mode_bus': nan, 'mode_transit_rail': nan, 'geo_rural': nan, 'region': 'Asia', 'parameter': 'I_Emobility', 'mode_private_cars': nan, 'category': 'Electric mobility', 'mode_rail': nan, 'annex_type': 'Non-Annex I', 'mode_active_mobility': nan}
{'mode_taxis': nan, 'IkiSheet': 'mitigation', 'page_number': 38, 'mode_inland_shipping': nan, 'mode_coastal_shipping': nan, 'g20': 0, 'mode_cycling': nan, 'mode_road': nan, 'geo_not_defined': 'x', 'high_level_category': 'Transport system improvements', 'g7': 0, 'geo_inter-city': nan, 'mena': 0, 'mode_heavy_rail': nan, 'mode_walking': nan, 'mode_international_maritime': nan, 'mode_not_defined': 'x', 'mode_aviation': nan, 'geo_urban': nan, 'activity_type': 'E_Notdefined', 'a_s_i': 'Improve', 'mode_high-speed_rail': nan, 'mode_cars': nan, 'indicator': 'General education and behavior change', 'mode_water': nan, 'mode_truck': nan, 'oecd': 'non-OECD', 'mode_two-/three-wheelers': nan, 'income_group': 'Middle-income', 'mode_bus': nan, 'mode_transit_rail': nan, 'geo_rural': nan, 'region': 'Asia', 'parameter': 'I_Education', 'mode_private_cars': nan, 'category': 'Education and behavioral change', 'mode_rail': nan, 'annex_type': 'Non-Annex I', 'mode_active_mobility': nan}
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{'mode_taxis': nan, 'IkiSheet': 'mitigation', 'page_number': 38, 'mode_inland_shipping': nan, 'mode_coastal_shipping': nan, 'g20': 0, 'mode_cycling': nan, 'mode_road': nan, 'geo_not_defined': 'x', 'high_level_category': 'Transport system improvements', 'g7': 0, 'geo_inter-city': nan, 'mena': 0, 'mode_heavy_rail': nan, 'mode_walking': nan, 'mode_international_maritime': nan, 'mode_not_defined': 'x', 'mode_aviation': nan, 'geo_urban': nan, 'activity_type': 'E_Notdefined', 'a_s_i': 'Improve', 'mode_high-speed_rail': nan, 'mode_cars': nan, 'indicator': 'General infrastructure improvements', 'mode_water': nan, 'mode_truck': nan, 'oecd': 'non-OECD', 'mode_two-/three-wheelers': nan, 'income_group': 'Middle-income', 'mode_bus': nan, 'mode_transit_rail': nan, 'geo_rural': nan, 'region': 'Asia', 'parameter': 'S_Infraimprove', 'mode_private_cars': nan, 'category': 'Improve infrastructure', 'mode_rail': nan, 'annex_type': 'Non-Annex I', 'mode_active_mobility': nan}
In addition, bio-energy with CCS (BECCS) power plant is needed to achieve the 2-degree target in 2050. • Transport sector: The energy efficiency improvement will be achieved by behavioral changes, road surface improvement and engine performance improvement. Currently, the proportion of new efficient vehicle fleets is increasing, including hybrid, plug-in
In addition, bio-energy with CCS (BECCS) power plant is needed to achieve the 2-degree target in 2050. • Transport sector: The energy efficiency improvement will be achieved by behavioral changes, road surface improvement and engine performance improvement. Currently, the proportion of new efficient vehicle fleets is increasing, including hybrid, plug-in hybrid, and battery electric vehicles. Under Thailand’s LEDS, the transport sector needs to increase the energy efficiency to 68% of total final energy consumption in 2050.
Currently, the proportion of new efficient vehicle fleets is increasing, including hybrid, plug-in hybrid, and battery electric vehicles.  The energy efficiency improvement will be achieved by behavioral changes,  engine performance improvement.  road surface improvement 