A global daily mesoscale front dataset from satellite observations: in
2025
Xing, Qinwang, Yu, Haiqing, Yu, Wei, Chen, Xinjun, Wang, Hui
Sea Surface Temperature , Sea Surface Temperature
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 monthly NDVI at a 10-meter resolution for the Yangtze River Delta (20192023)
2025
LIU, Lemeng, LI, Yang, DAI, Ling
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
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 decade-long flow reversal in the intergyre region of the eastern north
2025
Gonzalez-Pola, Cesar, Somavilla, Raquel, Grana, Rocio, Viloria, Amaia, Ibanez-Tejero, Laura
Sea Surface Temperature
A Deep Learning Approach to Downscaling Microwave Land Surface
2025
Waring, Abigail Marie, Ghent, Darren, Moffat, David, Jimenez, Carlos, Remedios, John
Emissivity, Vegetation Index , Snow Cover , Emissivity, Vegetation Index , Snow Cover , Land Surface Temperature
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 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
An Optimal Transport Framework for WaterEnergy Coupling in SoilVegetationAtmosphere Continuum
2025
Mishra, Debasish, Sehgal, Vinit, Mohanty, Binayak P.
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux
An uncertain future for the climate and health impacts of anthropogenic aerosols in Africa
2025
Amooli, Joe Adabouk, Lund, Marianne T., Chowdhury, Sourangsu, Myhre, Gunnar, Johansen, Ane N., Samset, Bjrn H., Westervelt, Daniel M.
Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Cloud Condensation Nuclei, Dust/Ash/Smoke , Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Trace Gases/Trace Species , Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance , Transmittance, Atmospheric Stability, Humidity , Total Precipitable Water, Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms, Atmospheric Ozone
An investigation of the impact of Canadian wildfires on US air quality using model, satellite, and ground measurements
2025
Xue, Zhixin, Udaysankar, Nair, Christopher, Sundar A.
Fire Occurrence, Surface Thermal Properties , Land Surface Temperature , THERMAL ANOMALIES, Fire Ecology, Biomass Burning, Wildfires , Burned Area, Aerosol Optical Depth/Thickness , Aerosol Backscatter, Aerosol Extinction, Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Cloud Condensation Nuclei, Dust/Ash/Smoke , Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance
An LSTM approach to deciphering irrigation operations from remote
2025
Wei, Shiqi, Xu, Tianfang
Evapotranspiration , Latent Heat Flux
An Observation-Driven Framework for Modeling Post-Fire Hydrologic
2025
Lahmers, Timothy M., Kumar, Sujay V., Ahmad, Shahryar K., Holmes, Thomas, Getirana, Augusto, Orland, Elijah, Locke, Kim, Biswas, Nishan Kumar, Nie, Wanshu, Pflug, Justin, Whitney, Kristen, Anderson, Martha, Yang, Yun
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
An improved framework to prioritize sub-watersheds: Construction of Watershed Morphometric Composite Index (WMCI) for mountain soil conservation
2025
Ghimire, Shravan Kumar, Lu, Yafeng, Wang, Yukuan
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
An Empirical Parameterization to Separate Coarse and Fine Mode Aerosol Optical Depth Over Land
2025
Li, Xiaohan, Ginoux, Paul
Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Cloud Condensation Nuclei, Dust/Ash/Smoke , Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance
An end-to-end pipeline based on a Two-Dimensional Convolutional Neural Network for monitoring desertification in Africa using remote sensing images
2025
Chouikhi, Farah, Abbes, Ali Ben, Farah, Imed Riadh
Reflectance
An Enhanced Framework for Assessing Pluvial Flooding Risk with
2025
Shu, Xinyi, Ye, Chenlei, Xu, Zongxue, Liao, Ruting, Song, Pengyue, Zhang, Silong
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
An enhanced phenology dataset for global drylands from 2001 to 2019
2025
Dong, Yuqi, Zhou, Yu, Zhang, Li, Tian, Feng, Xie, Qiaoyun, Chen, Yiyang, Ruan, Linlin, Zhang, Bo
Land Use/Land Cover Classification , Reflectance , Anisotropy, Plant Phenology, Enhanced Vegetation Index (EVI), Vegetation Index , Plant Phenological Changes, Plant Characteristics, Vegetation Cover
An annual cropland extent dataset for Africa at 30 m spatial resolution from 2000 to 2022
2025
Lou, Zihang, Peng, Dailiang, Shi, Zhou, Wang, Hongyan, Liu, Ke, Zhang, Yaqiong, Yan, Xue, Chen, Zhongxing, Ye, Su, Yu, Le, Hu, Jinkang, Lv, Yulong, Peng, Hao, Zhang, Yizhou, Zhang, Bing
Crop/Plant Yields, Landscape Patterns, Cropland, Land Use/Land Cover Classification