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
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
Abiotic influences on continuous conifer forest structure across a subalpine watershed
2025
Worsham, H. Marshall, Wainwright, Haruko M., Powell, Thomas L., Falco, Nicola, Kueppers, Lara M.
Snow Water Equivalent
A Terrestrial Thermometer Using Carbonate Clumped Isotopes From Gar Scales
2025
Gray, Katelyn E., Brandon, Mark T.
Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation
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 stand-alone framework for predicting spatiotemporal errors in satellite-based soil moisture using tree-based models and deep neural networks
2025
Kim, Subin, Kim, Hyunglok, Kwon, Yonghwan, Nguyen, Hoang Hai
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 , Brightness Temperature, Surface Soil Moisture
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
An Effective Geographically Localized Snow Depth Downscaling Approach in
2025
Zhang, Cheng, Jiang, Lingmei, Yang, Jianwei
Snow Water Equivalent
An Automated Framework for Interaction Analysis of Driving Factors on Soil Salinization in Central Asia and Western China
2025
Wang, Lingyue, Hu, Ping, Zheng, Hongwei, Bai, Jie, Liu, Ying, Hellwich, Olaf, Liu, Tie, Chen, Xi, Bao, Anming
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
A Multisource Precipitation Data Fusion Model for Qinghai Province Based on 3D CNN and Bidirectional ConvLSTM
2025
You, Shaojie, Zhang, Xiaodan, Wang, Hongyu, Quan, Chen, Zhao, Tong, Liu, Chang, Huo, Wei, Zhang, Qiyuan, Hu, Naihao
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
A Method to Derive Long-Term Global Hourly Near-Surface Air Temperature by Combining Remote Sensing and Reanalysis Datasets
2025
Wang, Shuo, Wang, Tianxing, Du, Yihan, Wang, Shiyao, Li, Shaodong
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, Heat Flux, Longwave Radiation, Shortwave Radiation, Humidity , Evapotranspiration , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff
A Multi-Scale Comprehensive Evaluation for Nine Evapotranspiration Products Across Mainland China Under Extreme Climatic Conditions
2025
Qian, Long, Wu, Lifeng, Dong, Ning, Dai, Tianjin, Yu, Xingjiao, Bai, Xuqian, Yang, Qiliang, Liu, Xiaogang, Chen, Junying, Zhang, Zhitao
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 , Ground Water , Latent Heat Flux
Assessment of convection-permitting hydroclimate modeling in urban areas across the contiguous United States
2025
Thompson, Liam, Wang, Chenghao, He, Cenlin, Lin, Tzu-Shun, Liu, Changhai, Dudhia, Jimy
Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation
Comprehensive comparison of different gridded precipitation products
2024
Khorrami, Behnam, Sahin, Onur Gungor, Gunduz, Orhan
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
A closer look into variables controlling hillslope deformations in the
2024
Sang, Hongwei, Chang, Ling, Xi, Chuanjie, Dahal, Ashok, Lombardo, Luigi, Van Westen, Cees J., Shi, Bin, Tanyas, Hakan
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
A downscaling-and-fusion framework for generating spatio-temporally complete and fine resolution remotely sensed surface soil moisture
2024
Zhu, Zhongzheng, Bo, Yanchen, Sun, Tongtong, Zhang, Xiaoran, Sun, Mei, Shen, Aojie, Zhang, Yusha, Tang, Jia, Cao, Mengfan, Wang, Chenyu
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
A Copernicus-based evapotranspiration dataset at 100 m spatial
2024
Bartkowiak, Paulina, Ventura, Bartolomeo, Jacob, Alexander, Castelli, Mariapina
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 , RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
A global flash drought inventory based on soil moisture volatility
2024
Osman, Mahmoud, Zaitchik, Benjamin, Otkin, Jason, Anderson, Martha
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
Evaluation of reanalysis soil moisture products using cosmic ray neutron sensor observations across the globe
2024
Zheng, Yanchen, Coxon, Gemma, Woods, Ross, Power, Daniel, Rico-Ramirez, Miguel Angel, McJannet, David, Rosolem, Rafael, Li, Jianzhu, Feng, Ping
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, Heat Flux, Longwave Radiation, Shortwave Radiation, Humidity , Evapotranspiration , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff
Where to draw the line: Physical space partitioning and view privacy in ar-based co-located collaboration for immersive analytics
2024
Ouedraogo, Inoussa, Nguyen, Huyen, Bourdot, Patrick
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)
Which global reanalysis dataset has better representativeness in snow cover on the Tibetan Plateau?
2024
Yan, Shirui, Chen, Yang, Hou, Yaliang, Liu, Kexin, Li, Xuejing, Xing, Yuxuan, Wu, Dongyou, Cui, Jiecan, Zhou, Yue, Pu, Wei, Wang, Xin
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 , Air Temperature, 24 Hour Maximum Temperature, 24 Hour Minimum Temperature, Albedo, Snow Depth , Snow Water Equivalent , 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)
GLDAS Noah Land Surface Model L4 3 hourly 0.25 x 0.25 degree V2.1 (GLDAS_NOAH025_3H) GLDAS Catchment Land Surface Model L4 3 hourly 1.0 x 1.0 degree V2.1 (GLDAS_CLSM10_3H) GLDAS VIC Land Surface Model L4 3 hourly 1.0 x 1.0 degree V2.0 (GLDAS_VIC10_3H) MERRA-2 statD_2d_slv_Nx: 2d,Daily,Aggregated Statistics,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2SDNXSLV) GLDAS Noah Land Surface Model L4 3 hourly 0.25 x 0.25 degree V2.0 (GLDAS_NOAH025_3H) GLDAS Noah Land Surface Model L4 3 hourly 1.0 x 1.0 degree V2.1 (GLDAS_NOAH10_3H) GLDAS Noah Land Surface Model L4 3 hourly 1.0 x 1.0 degree V2.0 (GLDAS_NOAH10_3H) GLDAS Catchment Land Surface Model L4 3 hourly 1.0 x 1.0 degree V2.0 (GLDAS_CLSM10_3H) High Mountain Asia UCLA Daily Snow Reanalysis V001 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) GLDAS VIC Land Surface Model L4 3 hourly 1.0 x 1.0 degree V2.1 (GLDAS_VIC10_3H)
Validation of pan-Arctic soil temperatures in modern reanalysis and data assimilation systems
2024
Herrington, Tyler C., Fletcher, Christopher G., Kropp, Heather
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 , 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 Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI)
Biophysical control of daytime and nighttime soil respiration during growing and non-growing seasons in a temperate deciduous forest
2024
Han, Yajing, Wang, Gangsheng, Xiang, Daifeng, Zhou, Shuhao, Xiong, Lihua
Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation
Assessment of long-term multisource surface and subsurface soil moisture products and estimate methods on the Tibetan Plateau
2024
Zhang, Pei, Zheng, Donghai, van der Velde, Rogier, Zeng, Jiangyuan, Wang, Xin, Wang, Zuoliang, Zeng, Yijian, Wen, Jun, Li, Xin, Su, Zhongbo
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
Bridging the Gap: Enhancing Prominence and Provenance of NASA Datasets in Research Publications
2024
Gerasimov, Irina, Savtchenko, Andrey, Alfred, Jerome, Acker, James, Wei, Jennifer, Kc, Binita
Heat Flux, Longwave Radiation, Shortwave Radiation, Evaporation, Evapotranspiration , Rain , Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Snow Cover , Snow Depth , Snow Melt , Soil Moisture/Water Content , Soil Temperature, Albedo , Land Surface Temperature , Snow Water Equivalent , Rivers/Streams , Floods , Runoff , Bromine Monoxide, Total Surface Precipitation Rate