{'mode_taxis': nan, 'IkiSheet': 'mitigation', 'page_number': 77, 'mode_inland_shipping': nan, 'mode_coastal_shipping': nan, 'g20': 'G20', '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': nan, 'mode_aviation': 'x', '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': 'x', 'mode_truck': nan, 'oecd': 'OECD', 'mode_two-/three-wheelers': nan, 'income_group': 'High-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': 77, 'mode_inland_shipping': nan, 'mode_coastal_shipping': nan, 'g20': 'G20', 'mode_cycling': nan, 'mode_road': nan, 'geo_not_defined': 'x', 'high_level_category': 'Low-carbon fuels and energy vectors', 'g7': 0, 'geo_inter-city': nan, 'mena': 0, 'mode_heavy_rail': nan, 'mode_walking': nan, 'mode_international_maritime': nan, 'mode_not_defined': nan, 'mode_aviation': 'x', 'geo_urban': nan, 'activity_type': 'E_Notdefined', 'a_s_i': 'Improve', 'mode_high-speed_rail': nan, 'mode_cars': nan, 'indicator': 'Hydrogen', 'mode_water': 'x', 'mode_truck': nan, 'oecd': 'OECD', 'mode_two-/three-wheelers': nan, 'income_group': 'High-income', 'mode_bus': nan, 'mode_transit_rail': nan, 'geo_rural': nan, 'region': 'Asia', 'parameter': 'I_Hydrogen', 'mode_private_cars': nan, 'category': 'Alternative fuels', 'mode_rail': nan, 'annex_type': 'Non-Annex I', 'mode_active_mobility': nan}
{'mode_taxis': nan, 'IkiSheet': 'mitigation', 'page_number': 77, 'mode_inland_shipping': nan, 'mode_coastal_shipping': nan, 'g20': 'G20', 'mode_cycling': nan, 'mode_road': nan, 'geo_not_defined': 'x', 'high_level_category': 'Low-carbon fuels and energy vectors', 'g7': 0, 'geo_inter-city': nan, 'mena': 0, 'mode_heavy_rail': nan, 'mode_walking': nan, 'mode_international_maritime': nan, 'mode_not_defined': nan, 'mode_aviation': nan, 'geo_urban': nan, 'activity_type': 'E_Notdefined', 'a_s_i': 'Improve', 'mode_high-speed_rail': nan, 'mode_cars': nan, 'indicator': 'Hydrogen', 'mode_water': 'x', 'mode_truck': nan, 'oecd': 'OECD', 'mode_two-/three-wheelers': nan, 'income_group': 'High-income', 'mode_bus': nan, 'mode_transit_rail': nan, 'geo_rural': nan, 'region': 'Asia', 'parameter': 'I_Hydrogen', 'mode_private_cars': nan, 'category': 'Alternative fuels', 'mode_rail': 'x', 'annex_type': 'Non-Annex I', 'mode_active_mobility': nan}
{'mode_taxis': nan, 'IkiSheet': 'mitigation', 'page_number': 77, 'mode_inland_shipping': nan, 'mode_coastal_shipping': nan, 'g20': 'G20', 'mode_cycling': nan, 'mode_road': nan, 'geo_not_defined': 'x', 'high_level_category': 'Innovation and up-scaling', 'g7': 0, 'geo_inter-city': nan, 'mena': 0, 'mode_heavy_rail': nan, 'mode_walking': nan, 'mode_international_maritime': nan, 'mode_not_defined': nan, 'mode_aviation': nan, 'geo_urban': nan, 'activity_type': 'E_Notdefined', 'a_s_i': 'Improve', 'mode_high-speed_rail': nan, 'mode_cars': nan, 'indicator': 'General shipping improvement', 'mode_water': 'x', 'mode_truck': nan, 'oecd': 'OECD', 'mode_two-/three-wheelers': nan, 'income_group': 'High-income', 'mode_bus': nan, 'mode_transit_rail': nan, 'geo_rural': nan, 'region': 'Asia', 'parameter': 'I_Shipping', 'mode_private_cars': nan, 'category': 'Shipping improvements', 'mode_rail': nan, 'annex_type': 'Non-Annex I', 'mode_active_mobility': nan}
{'mode_taxis': nan, 'IkiSheet': 'mitigation', 'page_number': 77, 'mode_inland_shipping': nan, 'mode_coastal_shipping': nan, 'g20': 'G20', 'mode_cycling': nan, 'mode_road': nan, 'geo_not_defined': 'x', 'high_level_category': 'Low-carbon fuels and energy vectors', 'g7': 0, 'geo_inter-city': nan, 'mena': 0, 'mode_heavy_rail': nan, 'mode_walking': nan, 'mode_international_maritime': nan, 'mode_not_defined': nan, 'mode_aviation': nan, 'geo_urban': nan, 'activity_type': 'E_Notdefined', 'a_s_i': 'Improve', 'mode_high-speed_rail': nan, 'mode_cars': nan, 'indicator': 'LPG/CNG/LNG', 'mode_water': 'x', 'mode_truck': nan, 'oecd': 'OECD', 'mode_two-/three-wheelers': nan, 'income_group': 'High-income', 'mode_bus': nan, 'mode_transit_rail': nan, 'geo_rural': nan, 'region': 'Asia', 'parameter': 'I_LPGCNGLNG', 'mode_private_cars': nan, 'category': 'Alternative fuels', 'mode_rail': nan, 'annex_type': 'Non-Annex I', 'mode_active_mobility': nan}
, electricity, hydrogen, and biofuel) is a core mitigation strategy in aviation and shipping. Short-term mitigation strategies include expanding Alternative Maritime Power (AMP), increasing the use of biofuel- and LNG-powered ships and improving efficiency through economic operation. Deployment of electricity- and hydrogen-powered aircrafts and ships will serve as a core
, electricity, hydrogen, and biofuel) is a core mitigation strategy in aviation and shipping. Short-term mitigation strategies include expanding Alternative Maritime Power (AMP), increasing the use of biofuel- and LNG-powered ships and improving efficiency through economic operation. Deployment of electricity- and hydrogen-powered aircrafts and ships will serve as a core mitigation strategy in the longer-term. Hydrogen-powered transportation is one of the key pillars of Korea’s future mobility. National-level R&D is underway for the commercial deployment of hydrogen-powered trains, ships and drones in Korea by 2030.
Deployment of electricity- and hydrogen-powered aircrafts and ships
will serve as a core mitigation strategy in the longer-term.  Hydrogen-powered transportation is one of the key pillars of Korea’s future mobility. National-level R&D is underway for the commercial deployment of hydrogen-powered trains, ships and drones in Korea by 2030. Short-term mitigation strategies include expanding Alternative Maritime Power (AMP),  increasing the use of biofuel- and LNG-powered ships and improving efficiency through economic operation. 