A 25-year assessment of aerosol dynamics and environmental drivers in Iran's Lakes and wetlands
2025
Ebrahimi-Khusfi, Zohre, Samadi-Todar, Seyed Arman, Okati, Narjes, Kaskaoutis, Dimitris G.
Reflectance
A 3 h, 1 km surface soil moisture dataset for the contiguous United States from 2015 to 2023
2025
Yang, Haoxuan, Yang, Jia, Ochsner, Tyson E., Krueger, Erik S., Xu, Mengyuan, Zou, Chris B.
Surface Soil Moisture
A 30-m annual paddy rice dataset in Northeastern China during period 20002023
2025
Hou, Dawei, Chen, Jing, Dong, Jinwei, Ji, Chao, Feng, Jingxuan, Du, Guoming, Yang, Lixiao
Reflectance
A 30-meter resolution global land productivity dynamics dataset from 2013 to 2022
2025
Li, Xiaosong, Shen, Tong, Garcia, Cesar Luis, Teich, Ingrid, Chen, Yang, Chen, Jin, Kabo-Bah, Amos Tiereyangn, Yang, Ziyu, Jia, Xiaoxia, Lu, Qi, Nyamtseren, Mandakh
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Reflectance
A Flexible Snow Model (FSM 2.1. 1) including a forest canopy
2025
Essery, Richard, Mazzotti, Giulia, Barr, Sarah, Jonas, Tobias, Quaife, Tristan, Rutter, Nick
Albedo , Anisotropy, Reflectance
A flight-procedure generation framework based on an RRT* path planning
2025
Saez, Raul, Toratani, Daichi, Mori, Ryota, Prats, Xavier
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
A forecasting model for desert locust presence during recession period, using real-time satellite imagery
2025
Marescot, Lucile, Fernandez, Elodie, Dridi, Hichem, Benahi, Ahmed Salem, Hamouny, Mohamed Lemine, Maeno, Koutaro Ould, Escorihuela, Maria-Jose, Paolini, Giovanni, Piou, Cyril
Reflectance
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 framework of the planning of priority revegetation areas for debris
2025
Lu, Yafeng, Zhou, Xiaokang
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
A Frontal Ablation Dataset for 49 Tidewater Glaciers in Greenland
2025
Fahrner, Dominik, Slater, Donald A., KC, Aman, Cenedese, Claudia, Sutherland, David A., Enderlin, Ellyn, de Jong, M. Femke, Kjeldsen, Kristian K., Wood, Michael, Nienow, Peter, Nowicki, Sophie, Wagner, Till J. W.
Ice Velocity, Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation
A Machine Learning-Reconstructed Dataset of River Discharge, Temperature, and Heat Flux into the Arctic Ocean
2025
Wang, Zihan, Hui, Fengming, Cheng, Xiao
Rivers/Streams , Hydropattern, Terrain Elevation
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 meteorology-driven Transformer network to predict soil moisture for agriculture drought forecasting
2025
Xiong, Zhenhua, Zhang, Zhicheng, Gui, Hanliang, Chen, Xiaoyou, Hu, Shi, Gao, Lun, Yang, He, Qiu, Jianxiu, Xin, Qinchuan
Atmospheric Carbon Dioxide, Heat Flux, Community Structure, Forest Composition/Vegetation Structure, Albedo , Soil Moisture/Water Content , Land Surface Temperature
A Modified Hierarchical Vision Transformer for Soil Moisture Retrieval
2025
Yan, Qingyun, Chen, Yuhan, Pan, Yuanjin, Jin, Shuanggen, Huang, Weimin
Brightness Temperature, Surface Soil Moisture
A multi-layer perceptron approach for SIF retrieval in the O2-A
2025
Buffat, Jim, Pato, Miguel, Alonso, Kevin, Auer, Stefan, Carmona, Emiliano, Maier, Stefan, Muller, Rupert, Rademske, Patrick, Siegmann, Bastian, Rascher, Uwe, Scharr, Hanno
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
A global 400-m high-resolution soil moisture dataset derived from multi-sensor remote sensing observations
2025
Fang, Bin, Lakshmi, Venkataraman, Hain, Christopher, Mishra, Vikalp
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 , Surface Soil Moisture, Brightness Temperature
A global aerosol model based on the analysis of 30-year ground measurements from AERONET (AEROEX model): Implications for satellite-derived aerosol retrievals
2025
Mishra, Manoj K., Shameela, S.F., Kuttippurath, Jayanarayanan, Rathore, Pradyuman S.
Aerosols , Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke , Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide , Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5) , PARTICULATE MATTER (PM 10) , PARTICULATE MATTER (PM 1.0) , Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate , Snow/Ice , Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , Wind Speed , U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction
MERRA-2 tavgM_2d_aer_Nx: 2d,Monthly mean,Time-averaged,Single-Level,Assimilation,Aerosol Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXAER) at GES DISC MERRA-2 tavgM_2d_flx_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Surface Flux Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXFLX) at GES DISC
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 dataset of daily cloud-free remote sensing indices for the cryosphere in High Mountain Asia (20002023)
2025
SUN, Xingliang, SHI, Kaidan, HU, Zhimin, FENG, Min, GUO, Xuejun
Reflectance
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 of forest regrowth in globally key deforestation regions
2025
Zang, Jinlong, Qiu, Feng, Zhang, Yongguang, Shang, Rong, Liang, Yunjian
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height
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 decision support system for aiding watercourses classification
2025
Rodrigues, Murilo Brazzali, Reis, Jose Antonio Tosta dos, Mendonca, Antonio Sergio Ferreira
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps