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
History matching of soil moisture and evapotranspiration over Europe using iterative ensemble smoothers
2026
Kaandorp, Mikael L. A., Zhao, Haojin, Poppe Teran, Christian, Hartick, Carl, Rigor, Paul, Hendricks Franssen, HarrieJan
Surface Soil Moisture
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
Global daily 9 km remotely sensed soil moisture (20152025) with microwave radiative transfer-guided learning
2026
Feng, Sijia, Li, Aoyang, Zhou, Rui, Butterbach-Bahl, Klaus, Guan, Kaiyu, Jin, Zhenong, Looms, Majken C., Wang, Sherrie, Igel, Christian, Treat, Claire, Olesen, Jrgen Eivind, Wang, Sheng
Brightness Temperature, Surface Soil Moisture, Air Temperature, Soil Moisture/Water Content , Soil Temperature, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification
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
From near surface to root zone soil water losses: a new model validated
2026
Martini, Tommaso, Olivero, Aurora, Gentile, Alessio, Gisolo, Davide, Ferraris, Stefano
Root Zone Soil Moisture, Surface Soil Moisture
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
Global Natural Soil N<SUB>2</SUB>O Emissions: An Analysis With a Global Biogeochemistry Model From 1990 to 2023
2026
Yuan, Ye, Zhuang, Qianlai
Carbon , Nitrogen, Soil Water Holding Capacity , Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content , Soil Horizons/Profile
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
Fire severity and carbon combustion from tussock tundra fires in Southwest Alaska
2026
Diaz, Lucas R, Saperstein, Lisa B, van Gerrevink, Max J, Wangchuk, Sonam, Hessilt, Thomas D, Janssen, Thomas A J, Scholten, Rebecca C, Delcourt, Clement J F, Veraverbeke, Sander
Vegetation Cover, Forests, Biomass Burning, Surface Temperature , Precipitation Amount, Fire Dynamics, Fire Occurrence, Carbon , Burned Area, Biomass, Soil Moisture/Water Content , Topographic Effects
Mapping Evapotranspiration and Diffuse Recharge via Variational
2026
Mahmood, Asif, Farhadi, Leila
Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Surface Soil Moisture
Intercomparison of Earth Observation products for hyper-resolution
2026
Garcia-Garcia, Almudena, Stradiotti, Pietro, Di Paolo, Federico, Filippucci, Paolo, Fischer, Milan, Orsag, Matej, Brocca, Luca, Peng, Jian, Dorigo, Wouter, Gruber, Alexander, Droppers, Bram, Wanders, Niko, Haag, Arjen, Weerts, Albrecht, Modiri, Ehsan, Rakovec, Oldrich, Frances, Felix, DallAmico, Matteo, Anderson, Martha, Hain, Christopher, Samaniego, Luis
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Surface Soil Moisture
Long-Term Snow Avalanche Trends in High Mountain Asia: Climatic Drivers
2026
Caiserman, Arnaud, Sidle, Roy C., Steiner, Jakob, Shibkov, Evgenii
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
LongTerm Discharge Records from United States and European Karst Springs: Data Limitations in Trend Analysis
2026
Toran, Laura, Baraza, Teresa, Call, Kubra Ozdemir, Finegan, Carly R., Hasenmueller, Elizabeth A., Nyquist, Jonathan, Sarker, Shishir K, Spellman, Patricia
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 , Natural Hazards , Infrastructure , Sustainability , Land Use/Land Cover
Impacts of Salinity Stratification on Sub-Seasonal SST Warming in the Northern Indian Ocean
2026
Kerhalkar, S., Tandon, A., MacKinnon, J. A.
Longwave Radiation, Shortwave Radiation, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content , Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content , Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation , Snow/Ice , Snow Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI)
Implementing a dynamic root distribution scheme responsive to soil environment into NoahMPCrop: Improving simulations of soil water, crop growth, and energy ...
2026
Meng, Huimin, Zhan, Chesheng, Hu, Shi, Li, Zhonghe, Lin, Zhonghui
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
Informing Robust Functional Relationship Benchmarks: An Evaluation of the Temperature Sensitivity of Ecosystem Respiration Across the ArcticBoreal Region
2026
Poe, Jeralyn, Huntzinger, Deborah, Riley, William J., Wells, Jon M., Schuur, Edward A. G., Schwalm, Christopher, Berner, Logan T., Rodenhizer, Heidi, Bouskill, Nicholas J., Brovkin, Victor, Burke, Eleanor J., Ciais, Philippe, Georgievski, Goran, Gustafson, Adrian, Lawrence, David M., MacDougall, Andrew H., Mekonnen, Zelalem A., Melton, Joe R., Meyer, Gesa, Pongracz, Alexandra, Qiu, Chunjing, Sulman, Benjamin N., Swenson, Sean C., Tao, Jing, Warlind, David, Xi, Yi, Yuan, Fengming, Zhu, Qing, Schadel, Christina
Longwave Radiation, Shortwave Radiation, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content , Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content , Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation , Snow/Ice , Snow Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI)
Inferential modeling of dry deposition across the Ammonia Monitoring
2026
Baublitz, Colleen B., Walker, John T., Wu, Zhiyong, Bash, Jesse O., Bell, Michael D., Pan, Da
Heat Flux, Longwave Radiation, Shortwave 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 , Land Use/Land Cover Classification , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) , Photosynthetically Active Radiation
Investigating the spatiotemporal behavior of VIC model parameters over the Tibetan plateau via global sensitivity analysis and machine learning
2026
Li, Yazhen, Che, Tao, Dai, Liyun, Wu, Adan, Wang, Jing
Soil Classification, Soil Chemistry, Soil Bulk Density, Nitrogen, Carbon , Soil Horizons/Profile, Soil Moisture/Water Content , Soil Water Holding Capacity
Interpretable Machine Learning for Revealing Main and Interactive
2026
Bai, Yang, Chen, Xueyang, Li, Zhengqiang, Zhou, Hao, Li, Ruobin, Han, Yinghui
Longwave Radiation, Shortwave Radiation, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content , Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content , Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation , Snow/Ice , Snow Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Introducing regularization constraints into combination of GRACE monthly terrestrial water storage changes
2026
You, Wei, Qian, Ke, Ran, Jiangjun, Ditmar, Pavel
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
Increasing carbon emissions despite declining burned area in the Northern Hemisphere wildfires
2026
Shi, Rui, He, Yuhui, Guo, Ruitong, Wang, Xiaofan, Hou, Yaliang, Zhou, Yue, Niu, Xiaoying, Wen, Hui, Liu, Jun, Pu, Wei, Wang, Xin, Wu, Dongyou
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
Increase in plant reliance on past precipitation associated with greening and drying
2026
Zhang, Hongying, Zhang, Yao, Miralles, Diego G., Tai, Xiaonan, Koppa, Akash, Yang, Hui, Sitch, Stephen, OSullivan, Michael
Land Use/Land Cover Classification , Land Use Classes, Vegetation Cover, Albedo , Vegetation Index , Landscape Patterns, 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
Inclusion of Explicit Soil Freeze-Thaw Dynamics in an Arctic Ecosystem
2026
Savage, Kathleen, Natali, Susan M., Minions, Christina, Rastetter, Edward, Schuur, Edward A. G., Watts, Jennifer D., Sistla, Seeta
Soil Moisture/Water Content , Soil Temperature, Carbon Flux , Atmospheric Carbon Dioxide