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 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 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 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 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 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
A Novel Land Surface Temperature Retrieval Algorithm for SDGSAT-1 Images
2025
Li, Na, Xu, Jianhui, Li, Xu, Qin, Boxiong, Wang, Yunpeng, Fu, Dongjie, Zhong, Kaiwen, Qin, Zhihao
Land Use/Land Cover Classification
A Parameter and Flag Adaptive Reconstruction Method for Satellite
2025
Shen, Huanfeng, Ran, Yuxi, Guan, Xiaobin, Chu, Dong, Li, Dongyi
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
A stand-alone framework for predicting spatiotemporal errors in satellite-based soil moisture using tree-based models and deep neural networks
2025
Kim, Subin, Kim, Hyunglok, Kwon, Yonghwan, Nguyen, Hoang Hai
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 , Brightness Temperature, Surface Soil Moisture
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 seamless global daily 5 km soil moisture product from 1982 to 2021
2025
Zhang, Yufang, Liang, Shunlin, Ma, Han, He, Tao, Tian, Feng, Zhang, Guodong, Xu, Jianglei
Land Use/Land Cover Classification
A shift in drought propagation trend in the Yellow River Basin during 19802020 linked to climate change and vegetation greening
2025
Yin, Yunhe, Yin, Mijia, Zong, Xuezheng, Zhao, Dongsheng
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 , Vegetation Index, Normalized Difference Vegetation Index (NDVI)
A process model-guided transfer learning framework for mapping global
2025
Guan, Xiaobin, Li, Yuyu, Chen, Jing M., Ma, Yongming, Shen, Huanfeng
Land Use/Land Cover Classification
A Parsimonious Downscaling Method for Global Potential Net Primary Production: From 30 arcmin to 30 arcsec Resolution
2025
Weidinger, Florian, Matej, Sarah, Baumbach, Lukas, Hickler, Thomas, Werner, Christian, Erb, KarlHeinz
Land Use/Land Cover Classification , Photosynthesis, Primary Production, Vegetation Productivity
`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 Framework for Assessing the Habitat Correlates of Spatially Explicit Population Trends
2025
Stillman, Andrew N., Davis, Courtney L., Dunham, Kylee D., RuizGutierrez, Viviana, Rodewald, Amanda D., Johnston, Alison, Auer, Tom, StrimasMackey, Matt, Ligocki, Shawn, Fink, Daniel
Land Use/Land Cover Classification
A dataset of desertification indices in Central Asia from 1982 to 2020
2025
WEI, Yabin, TAO, Hui
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
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 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