Integrating Maximum Entropy Production Theory and Machine Learning to
2026
Xu, Donghui, Ivanov, Valeriy, Tran, Vinh Ngoc, Feng, Dongyu, Bisht, Gautam, Wang, Jingfeng, Leung, L. Ruby
Evapotranspiration , Latent Heat Flux
Integrating physical drivers for wildfire hazard modelling in support of
2026
Corbea-Perez, Alejandro, Merino, Andres, Navarro, Andres, Garcia-Ortega, Eduardo
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature , Emissivity, Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Lagged Response of Groundwater Storage to Extreme Precipitation Using Machine-Learning-Downscaled GRACE Data at the Watershed Scale
2026
Zheng, Xiaoling, Yu, Yilei, Jiang, Jiyi, Yang, Lihu, Wang, Shiqin
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Land Surface Temperature , Emissivity
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
Influence of Land Use and Land Cover on the Water Cycle in Ouro Preto, MG: Contributions to Water Resource Management
2026
Gaiao, Lucas Mardones, Ferreira, Daniela Arcanjo Paiola, Heldt Junior, Roosevelt, Castro, Paulo de Tarso Amorim
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux
Leaf Shedding During Drought Reduces Hydraulic Stress in Trees
2026
Quetin, G. R., Anderegg, L. D. L., Trugman, A. T.
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
Next-generation Metop ASCAT surface soil moisture datasets from EUMETSAT H SAF
2026
Hahn, Sebastian, Melzer, Thomas, Wagner, Wolfgang
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 , Brightness Temperature, Surface Soil Moisture
More frequent warm and dry spells along persistent cold and wet spells in the Baltics
2026
Kalvane, Gunta, Kalvans, Andis, Briede, Agrita
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux
On the Prediction and Evaluation of Terrestrial and Remote Sensing-Aided Groundwater Level in Tropical Peatlands
2026
Utomo, Waluyo Yogo, Anwar, Syaiful, Tarigan, Suria Darma, Barus, Baba
Evapotranspiration , Latent Heat Flux
Modeling decadal snow and ice dynamics and their hydrological impacts in
2026
Guojing, GAN, Jinglu, WU, Ruibiao, YANG, Yanchun, GAO, Beibei, SHEN
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
Monitoring changes in the landscape water balance: validation of satellite- and model-based evapotranspiration data in Lusatia, Germany
2026
Krocher, Jenny, Ghazaryan, Gohar, Spank, Uwe, Zimmermann, Beate, Beyrich, Frank, Dietrich, Ottfried, Markwitz, Christian, van Ramshorst, Justus, Callejas-Rodelas, Jose Angel, Lischeid, Gunnar
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux
Model Based Groundwater Salinization Dynamics and Mechanisms in a Peaty Shallow Aquifer of the Po River Lowland (Italy)
2026
Gaiolini, Mattia, Sbarbati, Chiara, Mastrocicco, Micol, Colombani, Nicolo
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux
Nonlinear trend decomposition for reconstructing terrestrial water
2026
Nie, Shengkun, You, Wei, Wan, Xiangyu, Yang, Xinchun, Zhao, Ruiqi, Fan, Dongming
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
Observed sensitivity of evapotranspiration to tropical tree cover change
2026
Liu, Xiaoye, Luo, Shuxin, Zhang, Meng, Xie, Shudi, Qin, Yingzuo, Ye, Jianhuai, Guo, Zhilin, Shen, Huizhong, Zeng, Zhenzhong
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux
Modeling hydrologic response to wildfires in the Pacific Northwest with
2026
Kang, Hyunwoo, Naficy, Cameron E., Bladon, Kevin D.
Evapotranspiration , Latent Heat Flux
PhysicsInformed, Differentiable Hydrologic Models for Capturing Unseen Extreme Events
2026
Song, Yalan, Sawadekar, Kamlesh, Frame, Jonathan M., Pan, Ming, Clark, Martyn P., Knoben, Wouter J. M., Wood, Andrew W., Lawson, Kathryn E., Patel, Trupesh, Shen, Chaopeng
Evapotranspiration , Latent Heat Flux
Sinkhole risk forecasting in the Lithuania-Latvia Karst region using
2026
Samalavicius, Vytautas, Bikse, Janis, Zaslavsky, Ilya, Lekstutyte, Ieva, Arustiene, Jurga, Zarzojus, Gintaras, Kunsakova, Assemzhan, Retike, Inga, Gadeikiene, Sonata, Gadeikis, Saulius
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
Strengthening influence of atmospheric rivers on global snow depth dynamics
2026
Li, Haili, Ke, Chang-Qing, Shen, Xiaoyi, Wu, Suhui, Zhu, Qinghui, Cai, Yu, Xiao, Yao, Chen, Deliang, Lu, Xixi, Duan, Zheng, He, Liyin, Xu, Yuyue
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
Streamflow composition in US rivers is shifting toward recent precipitation
2026
Chen, Chuqiang, Husic, Admin
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
State-of-the-art hydrological datasets exhibit low water balance consistency globally
2026
Huang, Hao, Liu, Junguo, Chen, Aifang, Ruiz-Vasquez, Melissa, Orth, Rene
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Vegetation Index , Landscape Patterns, Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Root Zone Soil Moisture, Surface Soil Moisture
Systematic evaluation of atmospheric forcing, surface datasets, and mesh
2026
Li, Lingcheng, Bisht, Gautam, Xu, Donghui, Hao, Dalei, Liao, Chang, Feng, Dongyu, Tan, Zeli, Li, Hongyi, Shi, Mingjie, Zhou, Tian, Leung, L. Ruby
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Vegetation Productivity, Albedo , Anisotropy, Albedo, Snow Cover
Synergizing Machine Learning and Hydrological Model to Enhance Water Availability and Demand Forecasting in Godawari, Nepal
2026
Agaasti, Mukunda Prasad, Shrestha, Sahil, Regmi, Ram Krishna, Poudel, Govinda Prasad, Karki, Bhesh Kumar, Paudel, Shukra Raj
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
Sustainable grazing strategies for balancing soil conservation and
2026
Liu, Le, Chen, Yunming, Peng, Shouzhang, Han, Qinggong, Wu, Yang
Evapotranspiration , Latent Heat Flux, Photosynthesis, Primary Production, Vegetation Productivity, Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Surface energy partitioning biases in major reanalyses revealed by Soil Moisture drying dynamics
2026
He, Qing, Huang, Xin, Lu, Hui, Yang, Kun, Oki, Taikan
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 , Carbon , Cation Exchange Capacity, Organic Matter