An Optimal Transport Framework for WaterEnergy Coupling in SoilVegetationAtmosphere Continuum
2025
Mishra, Debasish, Sehgal, Vinit, Mohanty, Binayak P.
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux
An LSTM approach to deciphering irrigation operations from remote
2025
Wei, Shiqi, Xu, Tianfang
Evapotranspiration , Latent Heat Flux
An Ensemble Machine Learning Approach for High-Resolution Estimation of Groundwater Storage Anomalies
2025
Yuan, Yanbin, Shen, Dongyang, Cao, Yang, Wang, Xiang, Zhang, Bo, Dong, Heng
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 , Total Surface Precipitation Rate
An ensemble machine learning approach for predicting groundwater storage for sustainable management of water resources
2025
Uddin, Mohammed Sakib, Mitra, Bijoy, Mahmud, Khaled, Rahman, Syed Masiur, Chowdhury, Shakhawat, Rahman, Muhammad Muhitur
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
An Artificial IntelligenceBased Framework for Modeling Vegetation Photosynthesis Anomalies in India Corresponding to Tropical Oceanic Variability
2025
Varghese, Roma, Behera, Swadhin, Behera, Mukunda Dev
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 , Land Use/Land Cover Classification
Assessing the influence of model inputs on performance of the EMT plus
2025
Fischer, Samantha C., Niemann, Jeffrey D., Scalia, Joseph, Bullock, Matthew D., Proulx, Holly E., Kim, Boran, Green, Timothy R., Grazaitis, Peter J.
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 , Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture
Assessment of land deformation and groundwater depletion using Sentinel-1 PS InSAR, GRACE, and Borehole data
2025
Gulzar, Hamid, Ghuffar, Sajid, Mahmood, Syed Amer, Akhter, Saif Ullah, Arif, Hania, Kucher, Dmitry E., Tariq, Aqil
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
Assessment of spatial and temporal variations in precipitation using mixing methods based on multiple precipitation products on the Chinese Loess Plateau
2025
Zhang, YuanYuan, Zhang, MingJun, Du, QinQin, Sun, MeiPing, Che, CunWei, Li, BeiBei
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 , Surface Temperature , Humidity , Surface Winds , Precipitation Rate , Precipitation , Precipitation Amount, Total Surface Precipitation Rate
Assessment of the Effectiveness of GRACE Observations in Monitoring Groundwater Storage in Poland
2025
Solovey, Tatiana, SliwinskaBronowicz, Justyna, Janica, Rafa, Brzezinska, Agnieszka
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
Assessing Pan-Canada wildfire susceptibility by integrating satellite data with novel hybrid deep learning and black widow optimizer algorithms
2025
Khosravi, Khabat, Mosallanejad, Ashkan, Bateni, Sayed M., Kim, Dongkyun, Jun, Changhyun, Shahvaran, Ali Reza, Farooque, Aitazaz A., Karbasi, Massoud, Ali, Mumtaz
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
Assessing the impact of extreme climate events on European gross primary
2025
Zhang, Huihui, Loaiciga, Hugo A, Okujeni, Akpona, Liu, Ji, Tan, Min, Sauter, Tobias
Land Use/Land Cover Classification , Photosynthesis, Primary Production, Vegetation Productivity, Evapotranspiration , Latent Heat Flux
Assessing the impact of groundwater seepage on hydrologic features and
2025
Abbas, Salam A., Bailey, Ryan T., Arnold, Jeffrey G., White, Michael J.
Evapotranspiration , Photosynthesis, Primary Production
Assessing drought trends and vegetation health in arid regions using advanced remote sensing techniques: a case study in Saudi Arabia
2025
Alqadhi, Saeed, Mallick, Javed, Hang, Hoang Thi
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Reflectance
Assessing evapotranspiration dynamics across central Europe in the context of landatmosphere drivers
2025
Fluhrer, Anke, Baur, Martin J., Piles, Maria, Bayat, Bagher, Rahmati, Mehdi, Chaparro, David, Dubois, Clemence, Hellwig, Florian M., Montzka, Carsten, Kubert, Angelika, Mueller, Marlin M., Augscheller, Isabel, Jonard, Francois, Schellenberg, Konstantin, Jagdhuber, Thomas
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 , Latent Heat Flux
Asian Drylands EcoHealth Progress For Land Degradation Neutrality
2025
Kayumba, Patient Mindje, Chen, Yaning, Mindje, Mapendo, Ali, Sikandar, Mindje, Richard, DeFreese, Michelle, Nyirambangutse, Brigitte, Hu, Yanan
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 , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Applicability of a Sine-Random Forest Hybrid Method for meteorological
2025
Zhang, Siyao, Li, Jianzhu, Zhang, Ting, Tian, Jiyang, Feng, Ping
Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate , Snow/Ice , Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , Wind Speed , U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, 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 , Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation , Snow Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) , Surface Pressure, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Snow, Land Surface Temperature , Snow Water Equivalent , Runoff , Land Use/Land Cover Classification
MERRA-2 tavg1_2d_flx_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Surface Flux Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXFLX) at GES DISC MERRA-2 tavg1_2d_lnd_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXLND) at GES DISC GLDAS Noah Land Surface Model L4 3 hourly 0.25 x 0.25 degree V2.1 (GLDAS_NOAH025_3H) MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 500m SIN Grid V061 MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 500m SIN Grid V006 GLDAS Noah Land Surface Model L4 3 hourly 0.25 x 0.25 degree V2.0 (GLDAS_NOAH025_3H)
Analyzing the dihedral scattering component of P-band SAR signals for trunk permittivity estimation a concept study
2025
Fluhrer, Anke, Alemohammad, Hamed, Jagdhuber, Thomas
Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Evapotranspiration , Latent Heat Flux
Assimilation of L-band interferometric synthetic aperture radar (InSAR) snow depth retrievals for improved snowpack quantification
2025
Shrestha, Prabhakar, Barros, Ana P.
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 , Liquid Water Content, Snow Density, Snow Depth , Snow Grain Size, Snow/Ice Temperature, Snow Stratigraphy, Snow Depth
Background Wind Speeds Outweigh Urban Heat Islands in Downwind
2025
Ding, Mingze, Zheng, XiaoTong, Li, Dan, Sun, Ting
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 , Precipitation , Precipitation Amount
Atmospheric Aerosols Versus Total Atmospheric Deposition in Guadeloupe
2025
XuYang, Yangjunjie, Losno, Remi, Dessert, Celine, Monna, Fabrice, Mahowald, Natalie M., Tharaud, Mickael
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
Benchmarking of snow water equivalent (SWE) products based on outcomes of the SnowPEx Intercomparison Project
2025
Mudryk, Lawrence, Mortimer, Colleen, Derksen, Chris, Elias Chereque, Aleksandra, Kushner, Paul
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 , Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Infiltration, Soil Infiltration, 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) , Ground Water
Characterizing three-dimensional spatiotemporal dynamics of flash drought across three contrasting climate regimes in China
2025
Li, Jiayun, Wu, Chuanhao, Yeh, Pat J.-F., Xia, Chuan-An, Liu, Weili, Ju, Jiali, Zhou, Jun, Hu, Bill X., Yuan, Shanshui, Lv, Wenhan, Huang, Guoru, Lei, Yong
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 , Vegetation Cover, Land Use Classes
CETD, a global compound events detection and visualisation toolbox and dataset
2025
Yin, Cong, Ting, Mingfang, Kornhuber, Kai, Horton, Radley M., Yang, Yaping, Jiang, Yelin
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
Climate Extremes Lead to Divergent Variabilities in Snow Regimes From
2025
Peng, Shilei, Xu, Xianli, He, Binghui, Mihara, Kunihito, Tang, Zhixiong, Li, Xiaohan, Wang, Bin, Zhang, Chengming, Kuramochi, Kanta, Toma, Yo, Hatano, Ryusuke
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 , Surface Temperature , Humidity , Surface Winds , Precipitation Rate
Climate change impacts on groundwater: a growing challenge for water resources sustainability in Brazil
2025
Hirata, Ricardo, Goodarzi, Leila, Rorig, Fernando Schuh, Alves, Lincoln Muniz, Bertolo, Reginaldo
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps