A century of Sudd wetland's water storage dynamics using reconstructed and downscaled GRACE/GRACE-FO Data
2025
Kudagama, Dinuka, Awange, Joseph, Wang, Jielong, Zerihun, Ayalsew, Luna, Leidy
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
A comparative assessment of a hybrid approach against conventional and machine-learning daily streamflow prediction in ungauged basins
2025
Lee, Seung Cheol, Kim, Daeha
Precipitation Amount, Maximum/Minimum Temperature, Shortwave Radiation, Snow Water Equivalent , Vapor Pressure
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
A global 400-m high-resolution soil moisture dataset derived from multi-sensor remote sensing observations
2025
Fang, Bin, Lakshmi, Venkataraman, Hain, Christopher, Mishra, Vikalp
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, Brightness Temperature
A high resolution, gridded product for vapor pressure deficit using Daymet
2025
Corak, Nicholas K., Thornton, Peter E., Lowman, Lauren E. L.
Land Use/Land Cover Classification , Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation, Surface Pressure, Longwave Radiation, Surface Temperature , Evaporation, Humidity , Convection, Surface Winds , Rain , Land Surface Temperature , Plant Phenology, Enhanced Vegetation Index (EVI)
A global long-term daily multilayer soil moisture dataset derived from machine learning
2025
Wei, Zeyang, Wei, Lifei, Wang, Ting, Lu, Qikai, Tian, Shuang, Zhang, Fei, Zhong, Yanfei
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
Diagnosing aerosolmeteorological interactions on snow within Earth system models: a proof-of-concept study over High Mountain Asia
2025
Roychoudhury, Chayan, He, Cenlin, Kumar, Rajesh, Arellano Jr., Avelino F.
Reflectance , Dust/Ash/Smoke , Carbonaceous Aerosols, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide , Sulfur Oxides, Dimethyl Sulfide, Aerosol Particle Properties, Particulate Matter, Aerosols , Surface Pressure, Pressure Thickness, Relative Humidity, Sea Salt, Black Carbon, Air Mass/Density , Aerosol Concentration, Deposition, Longwave Radiation, Shortwave Radiation, Atmospheric Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties , Albedo , Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature, Land Surface Temperature , Snow Cover , Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, PARTICULATE MATTER (PM 2.5) , PARTICULATE MATTER (PM 1.0) , PARTICULATE MATTER (PM 10) , Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Atmospheric Ozone, Sea Level Pressure, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Air Temperature, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles, Surface Temperature , Dew Point Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , Upper Level Winds, Atmospheric Pressure, Cloud Top Pressure, Sea Level Pressure, Total Precipitable Water, Oxygen Compounds, Boundary Layer Winds, Albedo, Snow Depth , Snow Water Equivalent , Heat Flux, Water Vapor, Snow/Ice , Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , Wind Speed , Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, 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, Snow Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI)
MODIS/Terra+Aqua AOD and Water Vapor from MAIAC, Daily L3 Global 0.05Deg CMG V061 MERRA-2 inst3_3d_aer_Nv: 3d,3-Hourly,Instantaneous,Model-Level,Assimilation,Aerosol Mixing Ratio 0.625 x 0.5 degree V5.12.4 (M2I3NVAER) High Mountain Asia 12 km Modeled Estimates of Aerosol Transport, Chemistry, and Deposition Reanalysis, 2003-2019 V001 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) MODIS/Aqua Land Surface Temperature/Emissivity Daily L3 Global 0.05Deg CMG V006 MERRA-2 tavg1_2d_aer_Nx: 2d,1-Hourly,Time-averaged,Single-Level,Assimilation,Aerosol Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXAER) GPM IMERG Final Precipitation L3 1 day 0.1 degree x 0.1 degree V07 (GPM_3IMERGDF) MODIS/Aqua Land Surface Temperature/Emissivity Daily L3 Global 0.05Deg CMG V061 MERRA-2 inst3_3d_asm_Nv: 3d,3-Hourly,Instantaneous,Model-Level,Assimilation,Assimilated Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I3NVASM) MODIS/Terra Land Surface Temperature/Emissivity Daily L3 Global 0.05Deg CMG V006 MERRA-2 tavgM_2d_slv_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXSLV) High Mountain Asia UCLA Daily Snow Reanalysis V001 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) 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) MODIS/Terra Land Surface Temperature/Emissivity Daily L3 Global 0.05Deg CMG V061 MERRA-2 inst1_2d_asm_Nx: 2d,1-Hourly,Instantaneous,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2I1NXASM)
How Do Different Precipitation Products Perform in a Dry-Climate Region?
2025
Brobst-Whitcomb, Noelle, Maggioni, Viviana
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff , Ground Water
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
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 long-term ecological impact in lower Levisa Watershed: A
2025
Oli, Dipesh, Gyawali, Buddhi R., Upadhaya, Suraj, Gebremedhin, Maheteme, Zourarakis, Demetrio, Pokharel, Bharat
Photosynthesis, Primary Production, Vegetation Productivity, Precipitation Amount, Maximum/Minimum Temperature, Shortwave Radiation, Snow Water Equivalent , Vapor Pressure
Bias correction for near-real-time estimation of snow water equivalent using machine learning algorithms: A case study in the Tuolumne River basin, California
2025
Yang, Kehan, Painter, Thomas H., Deems, Jeffrey S., Molotch, Noah P.
Snow Water Equivalent
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
Cereal rye biomass effects on giant ragweed suppression inform management decisions
2025
Chudzik, Guilherme, Nunes, Jose J., Arneson, Nicholas J., Stoltenberg, David E., Werle, Rodrigo
Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation
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
Carbon emission based predictions of anthropogenic impacts on groundwater storage at typical basins in 2050
2025
Zhao, Ying, Ma, Jiabin, Li, Yuelei, Cheng, Kui, Zhang, Meiling, Liu, Zhuqing, Yang, Fan
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
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
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)
Catchment Attributes and MEteorology for Large-Sample SPATially
2025
Knoben, Wouter J. M., Thebault, Cyril, Keshavarz, Kasra, Torres-Rojas, Laura, Chaney, Nathaniel W., Pietroniro, Alain, Clark, Martyn P.
Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Stratigraphic Sequence, Digital Elevation/Terrain Model (DEM) , Soil Depth, Sediments, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation
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
Compound heat and ozone pollution in the urban environment
2025
Wang, Chenghao, Hu, Xiao-Ming, Feron, Sarah, Leffel, Jessica, Cordero, Raul R.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation
Constrained Earth system models show a stronger reduction in future Northern Hemisphere snowmelt water
2025
Chai, Yuanfang, Miao, Chiyuan, Gentine, Pierre, Mudryk, Lawrence, Thackeray, Chad W., Berghuijs, Wouter R., Wu, Yi, Fan, Xuewei, Slater, Louise, Sun, Qiaohong, Zwiers, Francis
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
Constraining Atmospheric Heat Transport from Earth Energy Budget Observations
2025
Prince, Hamish D., Donohoe, Aaron, LEcuyer, Tristan 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 , Geopotential Height, Atmospheric Ozone, Sea Level Pressure, Upper Air Temperature, Vertical Profiles, Air Temperature, Specific Humidity, U/V Wind Components, U/V Wind Components, Ozone Profiles, Sea Surface Temperature Indices, Heat Flux
Combined Effect of Heat and Outdoor O3 Pollution on Emergency Department visits in Florida
2025
Zhao, Xiuling, Melix, Bertram, Powell, Emily, Harville, Emily W., Uejio, Christopher K.
Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation