DeepBase: A Deep Learning-based Daily Baseflow Dataset across the United States
2025
Ghaneei, Parnian, Moradkhani, Hamid
Land Surface/Agriculture Indicators, Drought Indices, Satellite Soil Moisture Index, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation, Heat Flux, Longwave Radiation, Surface Temperature , Evaporation, Evapotranspiration , Rain , Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content , Soil Temperature, Albedo , Land Surface Temperature , Snow Water Equivalent , Runoff
Detection of Crustal Deformation Using a Gravimetric and Multitemporal Interferometric SAR (MT-InSAR) Approach
2025
Daramola, Olagoke E., Epuh, Emeka E., Okolie, Chukwuma J., Arungwa, Ikenna D., Apeh, Ojima I., Fatoyinbo, Ahmed, Akinnusi, Samuel, Orji, Michael J., Tenzer, Robert
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)
HydroTrace: An Interpretable Attention-Based AI for Glacio-Hydrological Modeling
2025
Xia, Cuihui, Yue, Lei, Chen, Deliang, Li, Yuyang, Xue, Ancheng, Li, Zhiqiang, HE, QING, Zhang, Guoqing, Kattel, Dambaru Ballab, Lei, Lei, Zhou, Ming
Glacier Mass Balance/Ice Sheet Mass Balance , Glacier Runoff , Land Surface Temperature , Net Radiation, Snow Cover , Snow Water Equivalent , Soil Moisture/Water Content
HyperspectralViTs: General Hyperspectral Models for On-Board Remote Sensing
2025
Ruzicka, Vit, Markham, Andrew
Solar Irradiance, Air Quality , ULTRAVIOLET RADIANCE, Visible Radiance, Infrared Radiance, Geolocation, VIEWING GEOMETRY, Soil Chemistry, Mineral Vertical/Geographic Distribution
Hydrological Modeling of Rainfall-Runoff in the Watir Valley Basin, Nuweiba Area, Southeast Sinai, Egypt, Using the HEC-HMS Model Through GIS
2025
Hagras, Ali
Runoff , Soil Texture
Mapping global floods with 10 years of satellite radar data
2025
Misra, Amit, White, Kevin, Nsutezo, Simone Fobi, Straka, William, Lavista, Juan
Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Brightness Temperature
Mapping Global Soil Moisture and Evapotranspiration Coupling Strength
2025
Zhou, Jianhong, Yang, Kun, Dong, Jianzhi, Crow, Wade T., Lu, Hui, Zhao, Long, Feng, Huihui, Tian, Jiaxin, Ma, Xiaogang, Tian, Xin, Jiang, Yaozhi
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
Measurement report: Eight years of greenhouse gas fluxes at Saclay, France, estimated with the Radon Tracer Method
2025
Yver-Kwok, Camille, Ramonet, Michel, Rivier, Leonard, Lian, Jinghui, Grossi, Claudia, Curcoll, Roger, Kikaj, Dafina, Chung, Edward, Karstens, Ute
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
Mapping the spatio-temporal distribution of burned areas in the Amazon
2025
Abid, Mohamed, Gonzalez, Jonatan A., de Rivera, Oscar Rodriguez, Moraga, Paula
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Land Use/Land Cover Classification , Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Cover , Snow Depth , Snow Water Equivalent , Runoff , Burned Area, Emissivity
Mapping Wetlands with High-Resolution Planet SuperDove Satellite
2025
Khan, Md. Saiful Islam, Vega-Corredor, Maria C., Wilson, Matthew D.
Runoff , Soil Texture
Mapping Out the Yields of Energy Crops With DataDriven Global Models, Including Climate and Soil Predictors
2025
Saadaoui, Siwar, Makowski, David, Gabrielle, Benoit, Brunelle, Thierry
Carbon , Cation Exchange Capacity, Organic Matter
Integrating remote sensing data with watershed-scale ecohydrological modeling in diverse forest and agricultural landscapes of the Upper Mississippi River Basin
2025
Risal, Avay, Karki, Ritesh, Qi, Junyu
Evapotranspiration , Latent Heat Flux, Biomass, Vegetation Species, Fire Disturbance, Forest Harvesting and Engineering, Carbon , Forests
Linking declared and undeclared water demands with climate variability to assess the sustainability of the Aculeo Lagoon in Central Chile
2025
Alaniz, Alberto J., Pantoja, Matias, Vergara, Pablo M., Hidalgo-Corrotea, Claudia, Barrios-Saravia, Alexis, Valdes-Pineda, Rodrigo, Garcia-Chevesich, Pablo, Borquez, Cristian, Garate-Lagos, Jeremy
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Rain , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Cover , Snow Depth , Snow Water Equivalent , Runoff
Linking groundwater variability to ecosystem carbon and water use
2025
Chakraborty, Abhishek, Sekhar, M., Bhanja, Soumendra N., Rao, Lakshminarayana
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity, 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
Linking Morphological Traits of Fine Root to Soil CO2 Efflux
2025
Lim, Seung Won, Song, Kyu Hong, Jang, Ji Won, Lee, Se Hee, Koo, Namin, Kim, Sukwoo, Noh, Nam Jin
Soil Respiration, Atmospheric Carbon Dioxide, Gross Primary Production (gpp)
Latitudinal and Seasonal Asymmetry in Land Surface Temperature Responses
2025
Cheng, Yongming, An, Qiang, Liu, Liu, Zhang, Yuxiang, Li, Hao, Liu, Xingcai, Huang, Guanhua
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff , Land Use/Land Cover Classification , Albedo , Anisotropy, Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Lightning density and its coupled covariates within the Continental United States
2025
Eisenacher, Steffen, Fluhrer, Anke, Bliefernicht, Jan, Short Gianotti, Daniel J., Kunstmann, Harald, Jagdhuber, Thomas
Brightness Temperature, Surface Soil Moisture
Lightning disaster risk assessment of power distribution grid with Kmeans-SMOTE optimized BO-XGBoost and SHAP
2025
Zhou, Qibin, Deng, Xiaochong, Bian, Xiaoyan, Chen, Kenhan, Chen, Shangjie, Yong, Wu
Carbon , Cation Exchange Capacity, Organic Matter
Lightning-ignited wildfire prediction in the boreal forest of northeast
2025
Gao, Cong, Shi, Chunming, Li, Jinbao, Li, Junran, Zhang, Xu, Huang, Xinyan, Shi, Fangzhong, Yang, Jing, Bai, Ye, Liu, Xiaodong
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 , Ground Water , Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Machine learning-based winter wheat yield prediction using multisource
2025
Khosravani Shariati, Seyed Arash, Abbasi, Ali
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 , Reflectance , Anisotropy, Emissivity, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Machine-learning-based spatial analysis of the spring states in the
2025
Ishikawa, Mamoru, Okazaki, Azumi, Dashtseren, Avirmed, Temuujin, Khurelbaatar, Hiyama, Tetsuya
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
Mapping accumulated carbon storage of global mangroves from 2000 to 2020 at a 1 km resolution
2025
Wang, Moran, Zhang, Tianyuan, Xie, Yongjuan, Zhang, Zhiqiang, Wu, Xudong
Biomass, Forests, Grasslands, Alpine/Tundra, Estuary, Normalized Difference Vegetation Index (NDVI), Coastal, Soil Organic Carbon (SOC), Land Use/Land Cover
Machine Learning and Deep Learning Applications to GNSS-R for the Retrieval of Soil Moisture and Forest Biomass in View of HydroGNSS
2025
Santi, Emanuele, Pettinato, Simone, Pierdicca, Nazzareno, Izadgoshasb, Hamed, Cordari, Flavio, Guerriero, Leila, Zadeh, Amirreza Khalil
Brightness Temperature, Soil Moisture/Water Content
Low-Rank Gap Filling and Downscaling for SMAP Soil Moisture Datasets
2025
Beale, Kevin, Bras, Rafael L., Romberg, Justin
Brightness Temperature, Surface Soil Moisture, Land Use/Land Cover Classification , Soil Classification, Soil Moisture/Water Content , Soil Temperature, Vegetation Water Content, SIGMA NAUGHT, Soil Bulk Density, Soil Moisture/Water Content , Soil Temperature, Soil Texture, Soil Texture, Land Surface Temperature , Precipitation Indices, Soil Moisture, Soil Temperature, Precipitation Amount
Lower growth and production of latewood intra-annual density fluctuations due to drought-triggered forest die-off
2025
Camarero, J. Julio, Colangelo, Michele, Gazol, Antonio, Gonzalez de Andres, Ester, Valeriano, Cristina
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Rain , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Cover , Snow Depth , Snow Water Equivalent , Runoff