A fused soil moisture product integrating linear fusion method and error characteristics approach
2026
Singh, Anuj, Dhanya, C.T., Saharia, M.
Brightness Temperature, Microwave Imagery, Soil Moisture/Water Content , Vegetation Water Content, Surface Soil Moisture
A Geographically Weighted Gaussian Process Regression (GW-GPR) emulator of anthropogenic PM2.5 from the GEOS-Chem High Performance (GCHP) 13.0.0 ...
2026
Wong, Anthony Y. H., Eastham, Sebastian D., Monier, Erwan, Selin, Noelle E.
Boundaries, Population Distribution
A giant Early Holocene tsunamigenic rock-ice avalanche in South
2026
Pedersen, L.L., Svennevig, K., Morino, C., Sndergaard, A.S., Pearce, C., Perez, L.F., Damsgaard, A., Olsen, J., Knudsen, M.F., Noblet, A., Larsen, N.K.
Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation
A global 0.05 gross primary production dataset from 2001 to 2024 generated using a hybrid LSTM framework
2026
Chen, Shaoyang, Liu, Xinjie, Han, Qizhi, Wu, Yanhong, Liu, Liangyun
Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Albedo , Anisotropy, Reflectance , Photosynthesis, Primary Production, Vegetation Productivity
A global dataset of reservoir in-situ water levels for hydrological and remote sensing applications
2026
Zhang, Mingyang, Zhao, Gang, Song, Chunqiao, Liang, Zhongyao, Xie, Xianhong, Li, Yao
LAKES
A global mountain long-term monthly mean air temperature dataset from priority-based weighted fusion of multi-source 1-km satellite LST products and in-situ observations
2026
Zhao, Wei, Zhao, Junli, Xie, Xinyao, Wang, Yong, Yin, Gaofei, Yang, Yanqing, Wu, Jiujiang
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A Global Multi-Hazard Framework for Projecting Climate Migration Flows to 2100 Along Shared Socioeconomic Pathways (SSPs)
2026
Hirsch, Zachary M., Medgyesi, Danielle N., Buresch, Jasmina M., Porter, Jeremy R.
Population Estimates, Socioeconomics , Poverty Levels , Environmental Health Factors , Population Distribution , Sustainability
A global tour of iNaturalist mammal data: status, trends, and outlook for macroecology and conservation
2026
Jensen, Alex J, Ackley, Taylor, Alyetama, Mohammad, Cove, Michael V, Fritzsche, Lauren, Goldstein, Benjamin R, Herrera, Daniel J, Jenkins, Lauren, Kierepka, Elizabeth, McMurry, Sierra, Moretto, Leticia, Scholten, Bradley, Sossover, Daniel, Starr, Steven, Weeks, Alyssa M, Kays, Roland
Boundaries
A harmonized 20002024 dataset of daily river ice concentration and annual phenology for major Arctic rivers
2026
Qiu, Jiahui, Luojus, Kari, Kaartinen, Harri, Qiu, Yubao, Silander, Jari, Patro, Epari Ritesh, Klove, Bjorn, Haghighi, Ali Torabi
Reflectance
A high-resolution (daily and 1 km) atmospheric moisture collection over the North China Plain during 20032020
2026
Su, Zhiying, Zhang, Hui, Li, Xiang, Wu, Sijia, Shi, Manqing, Luo, Ming
Land Use/Land Cover Classification , Aerosol Optical Depth/Thickness , Land Surface Temperature , Emissivity
A High-Resolution Forest Soil Organic Carbon Dataset for China Derived from an Enhanced Quantile Regression Forest Model
2026
Chen, Jizhen, Ou, Yuxing, Fan, Zihao, Zhang, Xin, Xiao, Wenfa, Sun, Qiwu, Sun, Xiangyang, Huang, Zhilin
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance , Photosynthesis, Primary Production, Vegetation Productivity
A human-in-the-loop active learning framework for scalable wind energy
2026
Zhang, Yuchen, Zheng, Limengqian, Guo, Yixin, Lu, Erwan, Li, Zhi, Lu, Zi
Geopotential Height, Altitude, Surface Temperature , Skin Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone
A hybrid optimal estimation and machine learning approach to predict atmospheric composition
2026
Werner, Frank, Bowman, Kevin W., Lee, Seungwon, Laughner, Joshua L., Payne, Vivienne H., McDuffie, James L.
Atmospheric Carbon Monoxide , Brightness Temperature, Infrared Radiance
A Hybrid Physics-Guided Machine Learning for Soil Moisture Monitoring and Drought Assessment From CYGNSS in Complex Terrain
2026
Rhadiouini, Charafa El, Jin, Shuanggen, Yeboah, Emmanuel, Sarfo, Isaac, Okrah, Abraham
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 , RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Brightness Temperature, Surface Soil Moisture, Radar Cross-Section, Radar Reflectivity
A long-term daily 500 m snow cover extent product over China (19812000)
2026
Shen, Yanlong, Wang, Xiaoyan, Zhu, Ruixiang, Liang, Shi, Che, Tao, Hao, Xiaohua
Land Use/Land Cover Classification
A machine learning approach coupling immediate and lagged drivers to predict sand and dust storms in Northern China
2026
Wang, Mile, Yu, Kunxia, Li, Peng, Li, Zhanbin, Yan, Rui, Jiang, Zixia, Li, Xue, Jia, Lu
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
A Modality-Aware Ensemble-of-Experts Model for Wildfire Spread Prediction
2026
Andrianarivony, Henintsoa S., Akhloufi, Moulay A.
Fire Occurrence, Fire Dynamics, Burned Area
A Model for Dry Deposition of Atmospheric Micro-and Nanoplastic Fibers
2026
Foroutan, Hosein
Land Use/Land Cover Classification
A model of water extraction from the subglacial hydrologic system under idealized conditions
2026
Meyer, Colin R., Warburton, Katarzyna L. P., Sommers, Aleah N., Minchew, Brent M.
Ice Velocity, Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation
A Multi-City Assessment of Genomic Evolution in the Native Wildflower Impatiens capensis
2026
Rivkin, L. Ruth, Garroway, Colin J., Johnson, Marc T. J.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A multi-scale assessment of supplydemand risk and ecological compensation in coal resource-based urban agglomerations of the Yellow River Basin from the perspective of carbon sink service flows
2026
Miao, Jinxin, Wang, Yangna, Li, Zihan, Wang, Junjun, Lin, Zihan, Xu, Zhanjun
Photosynthesis, Primary Production, Vegetation Productivity
A Multi-Source Geospatial Framework for the Evaluation of Urban Flood Resilience Under Extreme Rainfall: Evidence from Chongqing, China
2026
Yang, Tao, Yun, Yingxia, Tang, Fengliang, Zheng, Xiaolei
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A multi-source precipitation blending method combining hydrological
2026
Wang, Jingyang, Li, Xiang, Wu, Ruiyan, Mu, Xiangpeng, Wei, Jiahua, Huang, Yuefei, Gu, Shenglong, Yin, Dongqin, Tao, Xin, Xu, Keyan
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
A multi-taxon evaluation of tropicalsubtropical boundary using tree-of-life eDNA across Taiwanese waters
2026
Peiris, M. Aravinda Kishan, Liu, Shang-Yin Vanson
Sea Surface Temperature
A Multiband Optical-Radio View of Lightning Return Strokes Exposes
2026
Leal, A. F. R., Wemhoner, J., da Silva, C. L., Sonnenfeld, R. G.
Lightning , Lightning