A Distributed Machine Learning Model for Blue and Green Water Resources With Transferable Applications in Similar Climatic Zones
2025
Li, Zhibin, Sahotra, Haroon, Ahmad, Sajjad, Wang, Wei, Yang, Zhe, Wu, Pute, Khan, Eakalak, Zhuo, La
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
Abiotic Factors and Plant Communities Shape the Distribution of Soil Pathogenic Oomycetes in Chinese Grasslands
2025
Ke, Junsheng, Zhu, Chen, Jiang, Peixi, Zhang, Peng, Hu, Kui, Dang, Yilin, Xiao, Yao, Liu, Mu, Liu, Huiying, Liu, Xiang, Friman, VillePetri
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
Accounting for seasonal retrieval errors in the merging of multi-sensor satellite soil moisture products
2025
Stradiotti, Pietro, Gruber, Alexander, Preimesberger, Wolfgang, Dorigo, Wouter
Soil Temperature, Soil Moisture/Water Content
Advancing polar prediction: Enhancing short-range forecasting accuracy with Polar WRF at Bharati and Maitri stations in Antarctica
2025
Kumar, Anikender, Kumar, Vivek, Das, Anand Kumar, Rawat, Shivani, Jena, Chinmay Kumar, Bist, Sanjay, Soni, Vijay Kumar, Pai, D S
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)
A three-dimensional Budyko framework with terrestrial water storage
2025
He, Qing, Fok, Hok Sum, Zhou, Hao, Ferreira, Vagner, Sun, Yilin
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 , Photosynthesis, Primary Production, Latent Heat Flux, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A Three-Stage Optimal Energy Management Strategy for Co-Phase Power Supply Systems with Integration of Renewable Energy
2025
Gao, Shengfu, Li, Qunzhan, Ding, Juxia, Liu, Wei, Xu, Qian, Li, Songyuan
Geopotential Height, Altitude, Surface Temperature , Skin Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone, Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties , Albedo , Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Sea Surface Skin Temperature, 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)
MERRA-2 tavg1_2d_slv_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXSLV) MERRA-2 tavg1_2d_rad_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Radiation Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXRAD) 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)
Advancing Ensemble Streamflow Prediction Through Satellite-Based
2025
Peng, Kaidi, Wright, Daniel B., Derin, Yagmur, Alexander, G. Aaron, Pradhan, Ankita, Zoccatelli, Davide, Hartke, Samantha H., Li, Zhe, Tan, Jackson
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Root Zone Soil Moisture, Surface Soil Moisture
Advancing forest carbon projections requires improved convergence between ecological and economic models
2025
Fuller, Madisen R., Ganjam, Manaswini, Baker, Justin S., Abt, Robert C.
Solar Radiation , Cooling Degree Days, Air Temperature, Evapotranspiration , Precipitation Amount, Ecosystem Functions, Decomposition, Forests, Biomass, Canopy Characteristics, Forest Composition/Vegetation Structure, Litter Characteristics, Nitrogen, Soil Moisture/Water Content , Soil Water Holding Capacity
Biome-Specific Responses of GOSIF Gross Primary Productivity to
2025
Gu, Xingli, Zhou, Lei, Liang, Qin'ou, Xu, Enxiang, Chi, Yonggang
Air Temperature, Evapotranspiration , Rain , Soil Moisture/Water Content , Total Runoff, Land Use/Land Cover Classification , Land Surface Temperature , Emissivity, Plant Phenology, Enhanced Vegetation Index (EVI)
CAMELS-IND: hydrometeorological time series and catchment attributes for 228 catchments in Peninsular India
2025
Mangukiya, Nikunj K., Kumar, Kanneganti Bhargav, Dey, Pankaj, Sharma, Shailza, Bejagam, Vijaykumar, Mujumdar, Pradeep P., Sharma, Ashutosh
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 , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Can discharge be used to inversely correct precipitation?
2025
Manoj J, Ashish, Loritz, Ralf, Gupta, Hoshin, Zehe, Erwin
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)
Can real-time NDVI observations better constrain SMAP soil moisture
2025
Feng, Sijia, Gao, Lun, Qiu, Jianxiu, Liu, Xiaoping, Crow, Wade T., Zhao, Tianjie, Tan, Chao, Wang, Shaohua, Wigneron, Jean-Pierre
Normalized Difference Vegetation Index (NDVI), Plant Phenology, Enhanced Vegetation Index (EVI), Vegetation Index , Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Brightness Temperature, Surface Soil Moisture
Can Typical Land Surface Model Parameterizations Support the Expected
2025
Zhou, Jianhong, Dong, Jianzhi, Feng, Huihui, Yang, Kun, Crow, Wade T., Wu, Zhiyong, Tian, Xin, Tian, Jiaxin, Ma, Xiaogang, 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 , Surface Soil Moisture
Bridging GRACE/GRACE-FO data gaps with ESTConvS2S for enhanced water storage monitoring
2025
Gu, Songwei, Zhou, Yun, Jing, Yinghong, She, Xiaojun, Zhao, Yinjun, Pan, Yun, Li, Yao
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
Brief communication: Monitoring snow depth using small, cheap, and easy-to-deploy snowground interface temperature sensors
2025
Bachand, Claire L., Wang, Chen, Dafflon, Baptiste, Thomas, Lauren N., Shirley, Ian, Maebius, Sarah, Iversen, Colleen M., Bennett, Katrina E.
Atmospheric Pressure, Atmospheric Temperature , Longwave Radiation, Relative Humidity, Shortwave Radiation, Snow Depth , Soil Moisture/Water Content , Soil Temperature, Wind Direction, Wind Speed
Beyond meteorological data: Modelling tree growth with ERA5-Land
2025
Schonauer, Marian, Pucher, Christoph, Altman, Jan, Weibacher, Josef, Sprengel, Lars, Rewald, Boris
Digital Elevation/Terrain Model (DEM) , Climate Adaptation , Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture
Beyond the Mean: Cold and Warm Tail Temperature Trends Reveal Asymmetric
2025
Peng, Xiao, Liu, Ziwei, Ziegler, Alan D., Zhang, Chao, Liu, Zhanwei, He, Xiaogang
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)
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
Challenges in surface mass balance estimation at Dome C: stake farm comparisons, measurement uncertainties, and station-induced biases
2025
Stefanini, Claudio, Stenni, Barbara, Masiol, Mauro, Dreossi, Giuliano, Favier, Vincent, Becherini, Francesca, Scarchilli, Claudio, Ciardini, Virginia, Carugati, Gabriele, Frezzotti, Massimo
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)
Challenges in Unifying Physically Based and Machine Learning Simulations
2025
Ahmad, Shahryar K., Kumar, Sujay V., Draper, Clara, Reichle, Rolf H.
Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Humidity , Convection, Surface Winds , Rain , Land Surface Temperature , Brightness Temperature, Surface Soil Moisture
Carbon emissions from fires in Eastern Siberian larch forests
2025
Delcourt, Clement J. F., Rogers, Brendan M., Akhmetzyanov, Linar, Izbicki, Brian, Scholten, Rebecca C., Shestakova, Tatiana A., van Wees, Dave, Mack, Michelle C., SassKlaassen, Ute, Veraverbeke, Sander
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Forest Management, Land Surface Temperature , THERMAL ANOMALIES, Vegetation Cover, Forests, Surface Temperature , Precipitation Amount, Fire Dynamics, Carbon , Biomass, Soil Moisture/Water Content , Topographic Effects
Carbon loss and inequality exacerbated by embodied land redistribution
2025
Meng, Haishan, Yang, Dewei, Zhou, Tian, Zhang, Shuai, Wan, Min, Ji, Yijia, Zhang, Junmei, Yang, Hang, Guo, Ruifang
Soil Classification, Soil Chemistry, Soil Bulk Density, Nitrogen, Carbon , Soil Horizons/Profile, Soil Moisture/Water Content , Soil Water Holding Capacity
Capturing constraints on boreal gross primary productivity using the
2025
Melser, Ramon, Coops, Nicholas C., Wulder, Michael A., Derksen, Chris, Knox, Sara H., Wang, Tongli
Reflectance , Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Brightness Temperature, Freeze/Thaw , Transition Direction, Soil Organic Carbon (SOC), Root Zone Soil Moisture, Surface Soil Moisture
Cascading Spatial Scales in the Hydrological Cycle Over Africa
2025
Zhang, Yan, Rigden, Angela
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Brightness Temperature, Surface Soil Moisture
Development and Evaluation of a Principal Component-Based Composite Drought Index Considering Temporal Lag Dependencies Among Indices
2025
Raziei, Tayeb, Miri, Morteza, Santos, Joao Filipe, Zand, Mehran, Pereira, Luis S.
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