High-resolution aerosol liquid water content in the contiguous United States using machine learning
2026
Zhang, Bingqing, Yin, Lifei, Yang, Yuhan, Guo, Hongyu, Xu, Lu, Di, Qian, Wei, Yaguang, Wei, Jing, Pan, Da, Schwartz, Joel, Ng, Nga L., Weber, Rodney J., Liu, Pengfei
Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation, Particulate Matter, Particulates, Total Ozone, Nitrogen Dioxide
Daymet: Daily Surface Weather Data on a 1-km Grid for North America, Version 4 R1 Annual Mean PM2.5 Components (EC, NH4, NO3, OC, SO4) 50m Urban and 1km Non-Urban Area Grids for Contiguous U.S., 2000-2019 v1 Daily 8-Hour Maximum and Annual O3 Concentrations for the Contiguous United States, 1-km Grids, Version 1.10 (2000-2016) Daily and Annual NO2 Concentrations for the Contiguous United States, 1-km Grids, Version 1.10 (2000-2016) Daily and Annual PM2.5 Concentrations for the Contiguous United States, 1-km Grids, Version 1.10 (2000-2016)
High-Resolution Downscaling of GRACE-Derived Groundwater Storage Anomalies using Stacking Ensemble Machine Learning in the Data-Scarce Tropical Catchments
2026
Karunarathna, S., Dissanayake, B. C., Gunawardhana, L., Rajapakse, L.
Evapotranspiration , 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
Historical trends reveal significant increase in hot-dry extremes in Mexico's Bajio region
2026
Rettie, Fasil M., Sapkota, Tek B., Fonteyne, Simon, Gardi, Mekides W., Sida, Tesfay S.
Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation
Holistic Assessment of India's Water Security using coupled Climate-Human Intervention Models
2026
Pathak, Shray, Jato-Espino, Daniel, Zevenbergen, Chris
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
High-resolution models better simulate historical snowpack declines in the Upper Colorado River Basin
2026
Dixit, Ankur, Rahimi, Stefan, Huang, Lei, Musselman, Keith N, Vano, Julie A, Addor, Nans, Lehner, Flavio
Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation
Geospatializing cotton fiber quality: a step towards on-farm traceability and predictability
2026
Scarpin, Gonzalo J., Fuhrer, Luke, Dhaliwal, Amandeep Kaur, Porter, Wesley, Bastos, Leonardo M.
Precipitation Amount, Maximum/Minimum Temperature, Shortwave Radiation, Snow Water Equivalent , Vapor Pressure
Fusing ERA5-Land and SMAP L4 for an improved global soil moisture product (19502025)
2026
Wang, Wenhong, Feng, Shiao, Zhang, Yonggen, Wei, Zhongwang, Dong, Jianzhi, Weihermuller, Lutz, Liu, Cong-Qiang, Vereecken, Harry
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
Geodetic evidence of water mass loss from global navigation satellite system measured land uplift in Turkiye
2026
Ansari, Kutubuddin, Kaykc, Emine Tanr
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 , Terrestrial Water Storage, Ground Water , Glacier Mass Balance/Ice Sheet Mass Balance
From grid to ground: how well do gridded products represent soil moisture dynamics in natural ecosystems during precipitation events?
2026
Nunez-Ibarra, Daniel A., Zambrano-Bigiarini, Mauricio, Galleguillos, Mauricio
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
Explainable AIBased Study of the Interactions between Remote Sensing and Ground-Truth Climate Variables and Lake Chad's Level Fluctuations
2026
Djimadoumngar, Kim-Ndor
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
Examining the Potential for Remotely Sensed Snow Information to Predict Seasonal Water Supply across Dimensions of Aspect, Elevation, and Slope
2026
Bishay, Kaitlyn, Livneh, Ben, Pflug, Justin, Rajagopalan, Balaji
Snow Depth , Snow Water Equivalent
Rainforest Monitoring Using Deep Learning and Short Time Series of
2026
Dal Molin, Ricardo, Thirion-Lefevre, Laetitia, Guinvarch, Regis, Rizzoli, Paola
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
Revealing park visitation under dual environmental threats in a socially stratified city: Evidence from smartphone mobility data in Dallas
2026
Gong, Wenjing, Wu, Ling, Zhu, Chunwu, Song, Yang, Ye, Xinyue
Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation
Plant diversity within communities, not among them, stabilizes grassland productivity across spatial scales
2026
Huang, Mengjiao, Granjel, Rodrigo R., Montoya, Daniel, Xiao, Yao, Liu, Xiang, Hautier, Yann
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
Reconstructing reservoir water levels using basin-scale GRACE TWS and
2026
Besnier, Jessica, Getirana, Augusto, Biswas, Nishan Kumar, Lakshmi, Venkataraman
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 , Terrestrial Water Storage
Photosynthetic Recovery Dynamics Reveal Declining Vegetation Functional
2026
Behera, Subhrasita, Diao, Chan, Bathiany, Sebastian, Boers, Niklas, Dutta, Debsunder
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
Public pool usage as adaptation against urban heat
2026
Borsky, Stefan, Fesselmeyer, Eric
Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation
Quantifying SnowGround Backscatter Uncertainty: A Bayesian Approach Using Multifrequency SAR and In-Situ Observations
2026
Rai, Ashwani, Barros, Ana P.
Snow Density, Snow Depth , Snow Grain Size, Snow/Ice Temperature, Snow Stratigraphy, Snow Water Equivalent , Liquid Water Content, Snow Density, Snow Depth , Snow Grain Size, Snow/Ice Temperature, Snow Stratigraphy, Snow Water Equivalent
Quantifying the changes in soil moisture caused by vegetation greening and climate change across different drought gradient in China
2026
Zhao, Yinghan, Wang, Zijun, Wang, Zongsen, Xue, Tingyi, Liu, Yangyang, Wen, Zhongming, Hu, Ercha, Shi, Haijing, Wang, Zhenqian, Wang, Zhaoqi, Han, Peidong
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
Preventing subsoil enhanced nitrification to safeguard agroecosystem sustainability
2026
Wang, Yao, Luo, Xin, Jobbagy, Esteban G., Basu, Nandita B., Zhang, Ganlin, Zheng, Yi, Gu, Baojing, Zhang, Shaoliang, Yu, Yiqi, Wang, Fenfang, Lu, Zeyang, Yan, Ruifeng, Chang, Scott X., Lu, Yonglong, Chen, Nengwang
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
Remote control of North China autumn rainfall by Tibetan Plateau soil conditions
2026
Mi, Jiaqin, Xie, Yongkun, Bao, Zhongrui, Zhao, Min, Su, Zifan
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
Remotely sensed surface water storage shows distinct patterns from SWATsimulated data
2026
Dolan, W., Vanderhoof, M. K., Christensen, J. R., Golden, H. E., Lane, C. R., Rajib, A., Keenan, W., Zheng, Q., Khare, A.
Root Zone Soil Moisture, Surface Soil Moisture, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation
RusWeather-GF: A gap-filled daily weather dataset for Russia (19802023) with integrated topographic data
2026
Margarita, Tkachenko, Dmitriy, Fomin
Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation
Seasonal NDVI Shifts: Assessing Vegetation Responses to Hydro-Climatic Changes across Diverse Agro-Climatic Zones of India
2026
Samykannu, Venkadesh, Goroshi, Sheshakumar, Palanisamy, Ramaraj, Pai, D.S., Mohapatra, Mrutyunjay
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
Short-term SAR change detection for soil moisture retrieval: A case study over Danish test sites.
2026
Negre Dou, Miquel, Merryman Boncori, John Peter
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