A new, long-term root zone soil moisture dataset for operational agricultural drought monitoring over Africa
2026
Maidment, Ross I., Quaife, Tristan, Pinnington, Ewan, Black, Emily, Ejigu, Amsalework, Kumar, Dhirendra, Thomas, Simon
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
Mapping 1 April SWE in the Western US Using Standardized Anomalies and Quantiles From SWE Reanalysis and In Situ Stations
2026
Besso, Hannah, Mower, Ross, Pflug, Justin M., Lundquist, Jessica D.
Snow Water Equivalent , Snow Depth
Multi-scale snow depth mapping in Interior Alaska using remote sensing
2026
Brodylo, David, Douglas, Thomas A., Vas, Dragos A., Zhang, Caiyun
Land Use/Land Cover Classification , Forests, Vegetation Cover, Alpine/Tundra, Reflectance , Dominant Species, Snow Depth
Improvement of Arctic Sea Ice Type Concentration Retrieval from Microwave Remote Sensing Data
2026
Luo, Yanbing, Ye, Yufang, Huang, Yawen, Shokr, Mohammed, Chen, Zhuoqi, Cheng, Xiao
Brightness Temperature, Sea Ice Concentration, Sea Ice Motion , Snow Depth
Long-Term Snow Avalanche Trends in High Mountain Asia: Climatic Drivers
2026
Caiserman, Arnaud, Sidle, Roy C., Steiner, Jakob, Shibkov, Evgenii
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
Evaluation of ERA5, FLDAS and AIRS temperature data in Central Java and Its utilization as a basis for climate-based policy
2026
Harmoko, Iis Widya, Zainuri, Muhammad, Wirasatriya, Anindya, Supari
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 , Carbon Monoxide , Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Outgoing Longwave Radiation, Upper Air Temperature, Humidity , Total Precipitable Water, Water Vapor, Water Vapor Profiles, Cloud Liquid Water/Ice, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Skin Temperature, Sea Surface Temperature
Empirical classification of dry-wet snow status in Antarctica using multi-frequency passive microwave observations
2026
Leduc-Leballeur, Marion, Picard, Ghislain, Zeiger, Pierre, Macelloni, Giovanni
Brightness Temperature, Sea Ice Concentration, Sea Ice Motion , Snow Depth
Examining the Potential for Remotely Sensed Snow Information to Predict Seasonal Water Supply across Dimensions of Aspect, Elevation, and Slope
2026
Bishay, Kaitlyn, Livneh, Ben, Pflug, Justin, Rajagopalan, Balaji
Snow Depth , Snow Water Equivalent
Holocene sea ice and paleoenvironment conditions in the Beaufort Sea (Canadian Arctic) reconstructed with lipid biomarkers
2026
Santos, Madeleine, Broder, Lisa, O'Regan, Matt, Hernandez-Almeida, Ivan, Tesi, Tommaso, Bigler, Lukas, Haghipour, Negar, Nelson, Daniel B., Fritz, Michael, Lattaud, Julie
Brightness Temperature, Sea Ice Concentration, Sea Ice Motion , Snow Depth
Model sensitivity across scales: a case study of simulating an offshore low-level jet
2026
Hawbecker, Patrick, Lassman, William, Juliano, Timothy W., Kosovic, Branko, Haupt, Sue Ellen
Sea Surface Temperature , 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, Sea Surface Topography , Vertical Profiles, Ozone Profiles, Sea Surface Temperature , Sea Surface Temperature , Sea Surface Temperature , Sea Surface Temperature , 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) , Heat Flux, Heat Flux, Heat Flux, Heat Flux, Longwave Radiation, Shortwave Radiation, Water Vapor Tendency, Water Vapor Flux, Cloud Dynamics, Cloud Microphysics, Ice Fraction, Sea Surface Skin Temperature, Skin Temperature
GHRSST Level 4 OSPO Global Foundation Sea Surface Temperature Analysis (GDS version 2) 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) at GES DISC MERRA-2 const_2d_asm_Nx: 2d, constants 0.625 x 0.5 degree V5.12.4 (M2C0NXASM) at GES DISC MERRA-2 inst6_3d_ana_Np: 3d,6-Hourly,Instantaneous,Pressure-Level,Analysis,Analyzed Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I6NPANA) at GES DISC GHRSST Level 4 MUR Global Foundation Sea Surface Temperature Analysis (v4.1) GHRSST NOAA/STAR GOES-16 ABI L3C America Region SST v2.70 dataset in GDS2 GHRSST Level 4 K10_SST Global 10 km Analyzed Sea Surface Temperature from Naval Oceanographic Office (NAVO) in GDS2.0 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 MERRA-2 inst6_3d_ana_Nv: 3d,6-Hourly,Instantaneous,Model-Level,Analysis,Analyzed Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I6NVANA) at GES DISC MERRA-2 tavg1_2d_ocn_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Ocean Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXOCN) at GES DISC GHRSST Level 4 CMC0.1deg Global Foundation Sea Surface Temperature Analysis (GDS version 2)
Plant diversity within communities, not among them, stabilizes grassland productivity across spatial scales
2026
Huang, Mengjiao, Granjel, Rodrigo R., Montoya, Daniel, Xiao, Yao, Liu, Xiang, Hautier, Yann
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
Rainforest Monitoring Using Deep Learning and Short Time Series of
2026
Dal Molin, Ricardo, Thirion-Lefevre, Laetitia, Guinvarch, Regis, Rizzoli, Paola
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
Assessment of reanalysis soil temperature products over the pan-Arctic
2026
Li, Yanjie, Wang, Lingxiao, Zhao, Lin, Hu, Guojie, Wu, Yifan, Li, Yan, Li, Xiangfei, Wang, Meng, Zhao, Jianting, Li, Zhibin
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) , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Assessment of snow water equivalent characteristics in time and space over the Mackenzie River basin
2026
Soltani, Mohsen, Fletcher, Christopher G., Erler, Andre, Bunn, Melissa I., Russell, Hazen A.J
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
Bayesian Model Averaging Method for Merging Multiple Precipitation Products over the Arid Region of Northwest China
2026
Yang, Yong, Chen, Rensheng, Lu, Xinyu, Mao, Weiyi, Liu, Zhangwen, Wang, Xueliang
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, Specific Humidity, Wind Speed , Snow Cover , Snow Depth , Skin Temperature, Water Vapor, Snow/Ice , Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Precipitation , Precipitation Amount
Arctic hydrology: a water balance study of Imnavait Creek and Kuparuk
2026
Youcha, Emily K., Stuefer, Svetlana L.
Snow Depth , WETNESS
A snow depth model for Arctic sea ice from ICESat-2 and CryoSat-2 freeboards.
2026
Liu, Xin, Huang, Ziqian, Yin, Gaoying, Li, Hui, Gao, Jinggui, Guo, Jinyun
Freeboard, Ice Depth/Thickness , Ice Roughness, Sea Ice Elevation, Snow Depth , Sea Ice Concentration, Snow Density, Snow Depth
Quantifying SnowGround Backscatter Uncertainty: A Bayesian Approach Using Multifrequency SAR and In-Situ Observations
2026
Rai, Ashwani, Barros, Ana P.
Snow Density, Snow Depth , Snow Grain Size, Snow/Ice Temperature, Snow Stratigraphy, Snow Water Equivalent
The State of Knowledge from Operational Ice Service Perspectives: Previous and Future Mandates
2026
Brightness Temperature, Sea Ice Concentration, Sea Ice Motion , Snow Depth
Spatiotemporal dynamics and drivers of water and carbon use efficiency in the Yellow River basin with harmonized MODIS and GLASS data
2026
Zhou, Shilun, Lyu, Ruiting, Wang, Feiyang, Guan, Xiaodan, Nie, Ning
Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, Aerosol Optical Depth/Thickness , 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)
MODIS/Terra Gross Primary Productivity Gap-Filled 8-Day L4 Global 500m SIN Grid V061 MODIS/Terra Gross Primary Productivity Gap-Filled 8-Day L4 Global 500m SIN Grid V006 MERRA-2 inst3_2d_gas_Nx: 2d,3-Hourly,Instantaneous,Single-Level,Assimilation,Aerosol Optical Depth Analysis 0.625 x 0.5 degree V5.12.4 (M2I3NXGAS) at GES DISC MERRA-2 tavgM_2d_lnd_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXLND) at GES DISC
Tree size-dependent effects of tree diversity on aboveground biomass during development in subtropical coniferous forests
2026
Zhu, Yu, Wang, Chen, Wang, Jiajia, Li, Quanlin, Zhu, Liangjun, Zhao, Meifang, Gao, Fei, Wang, Zhao, Liu, Shuguang
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, Heat Flux, Water Vapor, Precipitation Rate , 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, Precipitation , 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) at GES DISC 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) at GES DISC 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
A New Classification of In Situ and Anvil Cirrus Clouds Uncovers Their
2025
Mu, Qingyu, Ge, Jinming, Huang, Jianping, Hu, Xiaoyu, Peng, Nan, Li, Yize, Wang, Meihua, Zhang, Jie, Xu, Ziyang, Zhang, Chi, Liu, Bochun
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 numerical sensitivity study on the snow-darkening effect by black carbon deposition over the Arctic in spring
2025
Zhang, Zilu, Zhou, Libo, Zhang, Meigen
Freeboard, Ice Depth/Thickness , Ice Roughness, Sea Ice Concentration, Snow Density, Snow Depth
A multi-frequency altimetry snow depth product over Arctic sea ice
2025
Carret, Alice, Fleury, Sara, Di Bella, Alessandro, Landy, Jack, Lawrence, Isobel, Kurtz, Nathan, Laforge, Antoine, Bouffard, Jerome, Parrinello, Tommaso
Freeboard, Ice Depth/Thickness , Ice Roughness, Sea Ice Elevation, Snow Depth
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
Investigation of Arctic Cloud Properties and Surface Radiation Based on MOSAiC Shipborne Observations
2025
Singh, Jayinder, Diao, Minghui, Desai, Neel, Shi, Yang, Liu, Xiaohong
Brightness Temperature, Sea Ice Concentration, Sea Ice Motion , Snow Depth
Lower growth and production of latewood intra-annual density fluctuations due to drought-triggered forest die-off
2025
Camarero, J. Julio, Colangelo, Michele, Gazol, Antonio, Gonzalez de Andres, Ester, Valeriano, Cristina
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
Mapping the spatio-temporal distribution of burned areas in the Amazon
2025
Abid, Mohamed, Gonzalez, Jonatan A., de Rivera, Oscar Rodriguez, Moraga, Paula
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Land Use/Land Cover Classification , Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Cover , Snow Depth , Snow Water Equivalent , Runoff , Burned Area, Emissivity
Monsoon-Frontal Interactions Drive Cyclone Biparjoy's Wake Recovery in
2025
Kerhalkar, Siddhant, Kannad, Ankitha, Kinsella, Alex, Tandon, Amit, Sprintall, Janet, Lee, Craig M.
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) , Ocean Currents
Multi-Physics Data Assimilation Framework for Remotely Sensed Snowpacks
2025
Shrestha, Prabhakar, Barros, Ana P.
Snow Density, Snow Depth , Snow Grain Size, Snow/Ice Temperature, Snow Stratigraphy, Snow Water Equivalent , Atmospheric Pressure, Atmospheric Temperature , Longwave Radiation, Relative Humidity, Shortwave Radiation, Soil Moisture/Water Content , Soil Temperature, Wind Direction, Wind Speed , Reflectance , Specific Surface Area
Multiscale analysis of existing actual evapotranspiration products over
2025
Etchanchu, Jordi, Demarty, Jerome, Dezetter, Alain, Farhani, Nesrine, Thiam, Pape Biteye, Allies, Aubin, Bodian, Ansoumana, Boulet, Gilles, Chahinian, Nanee, Diop, Lamine, Mainassara, Ibrahim, Ndiaye, Pape Malick, Ollivier, Chloe, Olioso, Albert, Roupsard, Olivier
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) , Land Use/Land Cover Classification
Incremental route planning based on daily risk assessment for Arctic navigation
2025
Wang, Bo, Liu, Yuanmin, Dai, Wen, Li, Jixuan
Freeboard, Ice Depth/Thickness , Ice Roughness, Sea Ice Concentration, Snow Density, Snow Depth
Initial assessment of all-season Arctic sea ice thickness from ICESat-2
2025
Petty, Alek, Cabaj, Alex, Landy, Jack C.
Freeboard, Ice Depth/Thickness , Snow Depth , VISIBLE IMAGERY, Ice Depth/Thickness
Influence of Soil Moisture on Surface Air Temperature in Monsoons
2025
Takaya, Yuhei, Ganeshi, Naresh G., Kosaka, Yu, Liang, X. San, Sato, Tomonori
Air Temperature, Precipitation Rate , 24 Hour Maximum Temperature, 24 Hour Minimum Temperature, 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) , 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
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) 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 MERRA-2 tavgM_2d_rad_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Radiation Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXRAD) at GES DISC
Impacts of Transition From Pack Ice Zone to Marginal Ice Zone in the Arctic Ocean on Heat Exchanges Within the AtmosphereSea IceOcean System
2025
Chen, Ying, Lei, Ruibo, Qu, Meng, Zhang, Fanyi, Pang, Xiaoping, Fan, Pei
Brightness Temperature, Sea Ice Concentration, Sea Ice Motion , Snow Depth
Linking declared and undeclared water demands with climate variability to assess the sustainability of the Aculeo Lagoon in Central Chile
2025
Alaniz, Alberto J., Pantoja, Matias, Vergara, Pablo M., Hidalgo-Corrotea, Claudia, Barrios-Saravia, Alexis, Valdes-Pineda, Rodrigo, Garcia-Chevesich, Pablo, Borquez, Cristian, Garate-Lagos, Jeremy
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
Four-dimensional variational data assimilation with a sea-ice thickness emulator
2025
Durand, Charlotte, Finn, Tobias Sebastian, Farchi, Alban, Bocquet, Marc, Brajard, Julien, Bertino, Laurent
Freeboard, Ice Depth/Thickness , Ice Roughness, Sea Ice Concentration, Snow Density, Snow Depth
Impacts of multiple climate factors and vegetation changes on
2025
Wang, Yanjun, Huang, Xiaorong, Ao, Yi
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
Impacts of benchmarking choices on inferred model skill of the ArcticBoreal terrestrial carbon cycle
2025
Poe, Jeralyn, Huntzinger, Deborah, Collier, Nathan, Schwalm, Christopher, Wells, Jon, Schadel, Christina, Riley, William J, Sitch, Stephen
Carbon , Cation Exchange Capacity, Organic Matter, Snow Water Equivalent , Soil Heat Budget, Snow Depth , Soil Moisture/Water Content , Heat Flux, Land Surface Temperature , Shortwave Radiation, Albedo , Evapotranspiration , Drainage, Precipitation Amount, Drainage, Primary Production, Respiration Rate, Biogeochemical Cycles , Carbon , Biomass, Canopy Characteristics
Impact of topography and meteorological forcing on snow simulation in
2025
Wang, Libo, Mudryk, Lawrence, Melton, Joe R., Mortimer, Colleen, Cole, Jason, Meyer, Gesa, Bartlett, Paul, Lalande, Mickael
Albedo , Anisotropy, Albedo, Snow Depth , Snow Water Equivalent , Snow Cover
Neural network-based snow depth retrieval from AMSR-2 brightness temperatures using ICESat-2 measurement as ground truth
2025
Sun-Mack, Sunny, Hu, Yongxiang, Lu, Xiaomei, Chen, Yan, Omar, Ali
Atmospheric Water Vapor, Precipitation , Brightness Temperature, Sea Ice Concentration, Sea Ice Motion , Snow Depth
Nutritional consistency of macroalgae across a sea ice cover gradient along the Western Antarctic Peninsula
2025
Oswalt, Hannah E., Amsler, Margaret O., Amsler, Charles D., Iken, Katrin, McClintock, James B., Klein, Andrew G., Galloway, Aaron W. E.
Brightness Temperature, Sea Ice Concentration, Sea Ice Motion , Snow Depth
Evaluating the performance of ANN and ANFIS models for spatial
2025
Husrevoglu, Mustafa, Gundogdu, Ismail Bulent
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 , Precipitation , Precipitation Amount, Precipitation Rate
Evaluating the affecting factors of glacier mass balance in Tanggula Mountains using explainable machine learning and the open global glacier model
2025
Xu, Qiangqiang, Kang, Shichang, He, Xiaobo, Xu, Min
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) , Ice Velocity
Evaluating climate shifts and drought regions in the central Indian river basins
2025
Singh, Shekhar, Jain, Vijay, Goyal, Manish Kumar
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)
Drought assessment and development trend in Mu Us Sandy Land based on
2025
Lie, Liang, Xiaohan, Wang, Yan, Chao, Jiamin, Li, Yonghua, Zhu
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), Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY
Efficient and Regionally Transferable Snow Water Equivalent Estimation Using a Long ShortTerm Memory Network
2025
Pflug, Justin M., Kumar, Sujay V., Hall, Dorothy K., Riggs, George A., Konapala, Goutam, Whitney, Kristen M., Wrzesien, Melissa L., Nie, Wanshu, Sun, Ziheng, Arsenault, Kristi R.
Albedo, Snow Cover , Snow Depth , Snow Water Equivalent
Drought Weather in the Northeast United States
2025
Agel, Laurie, Barlow, Mathew, Skinner, Christopher B., Karmalkar, Ambarish V.
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) , 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, Potential Vorticity, Vertical Profiles, Relative Humidity, Ozone Profiles, Heat Flux, Heat Flux, Heat Flux, Heat Flux, Longwave Radiation, Shortwave Radiation, Water Vapor Tendency, Water Vapor Flux, Cloud Dynamics, Cloud Microphysics
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 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) at GES DISC MERRA-2 inst3_3d_asm_Np: 3d,3-Hourly,Instantaneous,Pressure-Level,Assimilation,Assimilated Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I3NPASM) at GES DISC MERRA-2 tavg1_2d_int_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Vertically Integrated Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXINT) at GES DISC
Facilitating open data and open model integration with generic parameter input file generators in the CyberWater framework
2025
Luna, Daniel, Chen, Ranran, Sheba, Ahmed, Young, Ryan, Liang, Yao, Liang, Xu
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 , Surface Pressure, Surface Temperature , Humidity , Convection, Surface Winds
How much water vapour does the Tibetan Plateau release into the atmosphere?
2025
Zheng, Chaolei, Jia, Li, Hu, Guangcheng, Menenti, Massimo, Timmermans, Joris
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 , Latent Heat Flux