A dataset on metal-related production activities and their socio-environmental impacts in Canada
2025
Pellan, Marin, Greffe, Titouan, Majeau-Bettez, Guillaume, de Bortoli, Anne
Land Use/Land Cover Classification
A Deep Learning Approach for High-Resolution Canopy Height Mapping in
2025
Chamberlin, Andrew J., Liu, Zac Yung-Chun, Cross, Christopher G. L., Pourtois, Julie, Siregar, Iskandar Zulkarnaen, Nurrochmat, Dodik Ridho, Setiawan, Yudi, Webb, Kinari, Hopkins, Skylar R., Sokolow, Susanne H., De Leo, Giulio A.
Biomass, Land Use/Land Cover , Degradation, Land Use/Land Cover Classification , Deforestation, Canopy Characteristics, Carbon , Digital Elevation/Terrain Model (DEM) , Lidar
A deep learning method for generating gap-free FAPAR time series from
2025
Zhang, Guodong, Yin, Gaofei, Zhao, Wei, Wang, Meilian, Verger, Aleixandre
Land Use/Land Cover Classification
A General Model for the Seasonal to Decadal Dynamics of Leaf Area
2025
Zhou, Boya, Cai, Wenjia, Zhu, Ziqi, Wang, Han, Harrison, Sandy P., Prentice, I. Colin
Land Use/Land Cover Classification , Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover
A global land-use data cube 19922020 based on the Human Appropriation of Net Primary Production
2025
Matej, Sarah, Weidinger, Florian, Kaufmann, Lisa, Roux, Nicolas, Gingrich, Simone, Haberl, Helmut, Krausmann, Fridolin, Erb, Karl-Heinz
Land Use/Land Cover Classification
A global long-term daily multilayer soil moisture dataset derived from machine learning
2025
Wei, Zeyang, Wei, Lifei, Wang, Ting, Lu, Qikai, Tian, Shuang, Zhang, Fei, Zhong, Yanfei
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff , Land Use/Land Cover Classification
A global near real-time dataset of Microwave Integrated Drought Index from the Fengyun-3 satellites
2025
Zhang, Anzhi, Gao, Hao, Xu, Ronghan, Li, Xiaoqing, Zhao, Huichen, Jia, Gensuo
Precipitation , Rain , Precipitation Amount, Precipitation Rate , Snow, Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Land Use/Land Cover Classification
A Global Regionalisation of Tree Functional Capacity
2025
Jimenez, Yohana G., Paz, Andrea, BialicMurphy, Lalasia, Crowther, Thomas, Maynard, Daniel S.
Land Use/Land Cover Classification
A coupled machine-learning and sensitivity analysis framework to link
2025
Hosseinipoor, Mahdi, Danesh-Yazdi, Mohammad
Land Use/Land Cover Classification , Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Aerosol Optical Depth/Thickness
A comparison of drought indices for crop yield loss detection: The role
2025
Holwerda, Friso, Salazar-Martinez, Diego, Holmes, Thomas R.H., Hain, Christopher R., Anderson, Martha C.
Evapotranspiration , Latent Heat Flux, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology, Land Use/Land Cover Classification
3D-LAKES: Three-Dimensional Global Lake and Reservoir Bathymetry from ICESat-2 Altimetry and Landsat Imagery
2025
Huang, Chi Hsiang, Zhang, Shuai, Shah, Deep, Yadav, Anshul, Li, Yao, Zhao, Gang, Gao, Huilin
Lakes/Reservoirs , Land Use/Land Cover , Terrain Elevation , Vegetation Height
`HiFlo-DAT': A flood hazard event-disaster database for the Kullu
2025
Johnson, Richard M., Pandey, Bindhy Wasini, Chand, Kesar, Davies, Ceri L., Edwards, Debra, Edwards, Esther, Jeffers, James, King, Kieran, Kuniyal, Jagdish Chandra, Mishra, Himanshu, Phillips, Victoria, Roy, Nikhil, Seviour, Jessica, Sharma, Dev Dutt, Sharma, Pushpanjali, Singh, Harkanchan, Singh, Ram Babu
Reforestation, Terrestrial Ecosystems , Permafrost , Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion , Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers , Ice Sheets, Icebergs , Ice Deformation, Ice Depth/Thickness , Ice Edges, Ice Extent , Ice Floes, Ice Growth/Melt , Ice Roughness, Ice Temperature, Ice Types, Icebergs , Leads, Pack Ice , Polynyas , Reflectance , Sea Ice Motion , Ice Extent , Ice Growth/Melt , Ice Motion, Ice Velocity, Lake Ice , Permafrost , River Ice, Snow Cover , Landslides , Aeolian Landforms , Coastal Landforms , Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms , Land Use/Land Cover Classification , Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Terrain Elevation , Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds , Ice Deformation, Ice Depth/Thickness , Ice Edges, Ice Extent , Ice Floes, Ice Roughness, Ice Types, Icebergs , Leads, Pack Ice , Polynyas , Sea Ice Motion , Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes , Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion , Glacier Topography/Ice Sheet Topography, Glaciers , Ice Sheets, Icebergs , Ice Extent , Ice Growth/Melt , Ice Motion, Ice Velocity, Lake Ice , Permafrost , River Ice
A Neighborhood Approach for Using Remotely Sensed Data to Estimate
2025
Johnson, Bethany A., PinillaBuitrago, Gonzalo E., Anderson, Robert P.
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
A New Age of SAR: How Can Commercial Smallsat Constellations Contribute
2025
Huang, Stacey A., Osmanoglu, Batuhan, Scheuchl, Bernd, Oveisgharan, Shadi, Sauber, Jeanne M., Jo, MinJeong, Khazendar, Ala, Tymofyeyeva, Ekaterina, Wusk, Betsy, Albayrak, Arif
Droughts , Earthquakes , Floods , Landslides , Cyclones, Volcanic Eruptions, Avalanche, Socioeconomics , Sustainability , Land Use/Land Cover Classification
A Merged CYGNSS Soil Moisture Product Using a Minimum Variance Estimator
2025
Hodges, Erik, Chew, Clara, Small, Eric E., Bai, Dinan, Al-Khaldi, Mohammad, Ouellette, Jeffrey D., Johnson, Joel T., Lei, Fangni, Kurum, Mehmet, Cafer Gurbuz, Ali, Senyurek, Volkan, Nabi, M. M., Xu, Xiaolan, Shah, Rashmi, Yueh, Simon H., Hayashi, Akiko, Setti, Paulo T., Tabibi, Sajad, Santi, Emanuele, Pettinato, Simone, Ruf, Christopher S., Moghaddam, Mahta
Land Use/Land Cover Classification
A Long-Term 30-m Fractional Vegetation Cover Dataset Downscaled From
2025
Du, Xiaozheng, Zhao, Xiang, Wang, Haoyu, Zhao, Jiacheng
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
A long-term reconstruction of a global photosynthesis proxy over 19822023
2025
Fang, Jianing, Lian, Xu, Ryu, Youngryel, Jeong, Sungchan, Jiang, Chongya, Gentine, Pierre
Reflectance , Brightness Temperature, REFLECTED INFRARED, Atmospheric Carbon Dioxide, Solar Induced Fluorescence, Albedo , Anisotropy, Land Use/Land Cover Classification
A multi-sensor approach allows confident mapping of forest canopy fuel
2025
Aragoneses, Elena, Garcia, Mariano, Tang, Hao, Chuvieco, Emilio
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Photosynthesis, Primary Production, Vegetation Productivity, Plant Phenology, Lidar, Topography , Vegetation Height, Digital Elevation/Terrain Model (DEM) , LIDAR WAVEFORM
A global daily seamless 9 km vegetation optical depth (VOD) product from 2010 to 2021
2025
Hu, Die, Wang, Yuan, Jing, Han, Yue, Linwei, Zhang, Qiang, Fan, Lei, Yuan, Qiangqiang, Shen, Huanfeng, Zhang, Liangpei
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification
A global dataset of remote sensing-based soil critical point and permanent wilting point
2025
Xu, Yawei, He, Qing, Lu, Hui, Yang, Kun, Entekhabi, Dara, Short Gianotti, Daniel J.
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Land Use/Land Cover Classification , Plant Phenology, Enhanced Vegetation Index (EVI), Brightness Temperature, Soil Moisture/Water Content
A global dataset of terrestrial biological nitrogen fixation
2025
Reis Ely, Carla R., Perakis, Steven S., Cleveland, Cory C., Menge, Duncan N. L., Reed, Sasha C., Batterman, Sarah A., Crews, Timothy E., Dynarski, Katherine A., Gei, Maga, Gundale, Michael J., Jovan, Sarah E., Kou-Giesbrecht, Sian, Peoples, Mark B., Rodriguez-Caballero, Emilio, Salmon, Verity G., Soper, Fiona M., Staccone, Anika P., Taylor, Benton N., Weber, Bettina, Wurzburger, Nina
Land Use/Land Cover Classification
A new generation aerosol optical depth dataset based on AVHRR data over
2025
Che, Yahui, Guang, Jie, Xue, Yong, de Leeuw, Gerrit, She, Lu, Mei, Linlu, He, Xingwei, Sun, Ling, Li, Zhengqiang
Land Use/Land Cover Classification
A new global land-ocean merged surface temperature dataset since the
2025
Chen, Lifan, Xu, Wenhui, Zhou, Zijiang, Cao, Lijuan, Yang, Su, Xu, Chengdong
Surface Water, Landscape Patterns, Land Use/Land Cover Classification
A Novel Approach for Inverting Forest Fuel Moisture Content Utilizing
2025
Wang, Wenjun, Zhou, Cui, Zhang, Junxiang, Li, Yuanzong, Chen, Zhenyu, Luo, Yongfeng
Land Use/Land Cover Classification
A novel calibration of global soil roughness effects for SMOS-IC soil
2025
Konkathi, Preethi, Li, Xiaojun, Fernandez-Moran, Roberto, Liu, Xiangzhuo, Xing, Zanpin, Frappart, F., Piles, Maria, Karthikeyan, L., Wigneron, Jean-Pierre
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation