Climate warming reshapes vegetation responses in China from temperature to precipitation
2026
Wang, Meihong, Zhao, Hui, Wei, Da, Chen, Zhaojie, Zhang, Hongsheng, Jiang, Shizhong, Deng, Wei
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
Comparative machine learning and deep learning approaches for
2026
Azizi, Mahan, Abbasi, Ali, Asli Charandabi, Mohammad Reza
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 , Reflectance , Emissivity
Arctic Sea Ice Thickness Retrieval From SMOS Using Unsupervised-ClassificationBased Selection of Representative Tie Points
2026
Li, Jiaxing, Zhang, Shengkai, Xiao, Feng, Geng, Tong, Ma, Jie, Li, Fei
Sea Ice Concentration, Brightness Temperature, Sea Ice Motion , Snow Depth
Disentangling the impact of climate and ecological restoration measures on ecosystem service: A case study in Yimeng mountains
2026
Ding, Honghao, Leng, Song, Xin, Haoran, Zhu, Henghua, Sun, Ranhao
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 , Terrestrial Ecosystems , Biomass, LIDAR WAVEFORM
Global performance evaluation of an unstructured mesh ocean-sea ice coupled model (E3SMv2-MPAS)
2026
Lv, Xinyuan, Wang, Huizan, Cao, Yu, Ren, Kaijun, Wang, Yangjun, Bao, Senliang, Ding, Hao
Ice Depth/Thickness , Snow Depth
Estimating Arctic sea ice thickness from satellite-based ice history
2026
Kimura, Noriaki, Hasumi, Hiroyasu
Ice Depth/Thickness , Snow Depth
Evaluating snow depth measurements from ground-penetrating radar and airborne lidar in boreal forest and tundra environments during the NASA SnowEx 2023 ...
2026
Holland-Goon, Kajsa, Bonnell, Randall, McGrath, Daniel, Baxter, W. Brad, Meehan, Tate, Webb, Ryan, Larsen, Christopher F., Marshall, Hans-Peter, Mason, Megan, Vuyovich, Carrie
Ice Depth/Thickness , Snow Depth , Snow Water Equivalent , Two-Way Travel Time, Forest Composition/Vegetation Structure, Liquid Water Content, Snow Density, Snow Depth , Snow Grain Size, Snow/Ice Temperature, Snow Stratigraphy, WETNESS, Digital Elevation/Terrain Model (DEM) , Vegetation Height
Increasing carbon emissions despite declining burned area in the Northern Hemisphere wildfires
2026
Shi, Rui, He, Yuhui, Guo, Ruitong, Wang, Xiaofan, Hou, Yaliang, Zhou, Yue, Niu, Xiaoying, Wen, Hui, Liu, Jun, Pu, Wei, Wang, Xin, Wu, Dongyou
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
Informing Robust Functional Relationship Benchmarks: An Evaluation of the Temperature Sensitivity of Ecosystem Respiration Across the ArcticBoreal Region
2026
Poe, Jeralyn, Huntzinger, Deborah, Riley, William J., Wells, Jon M., Schuur, Edward A. G., Schwalm, Christopher, Berner, Logan T., Rodenhizer, Heidi, Bouskill, Nicholas J., Brovkin, Victor, Burke, Eleanor J., Ciais, Philippe, Georgievski, Goran, Gustafson, Adrian, Lawrence, David M., MacDougall, Andrew H., Mekonnen, Zelalem A., Melton, Joe R., Meyer, Gesa, Pongracz, Alexandra, Qiu, Chunjing, Sulman, Benjamin N., Swenson, Sean C., Tao, Jing, Warlind, David, Xi, Yi, Yuan, Fengming, Zhu, Qing, Schadel, Christina
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)
Interpretable Machine Learning for Revealing Main and Interactive
2026
Bai, Yang, Chen, Xueyang, Li, Zhengqiang, Zhou, Hao, Li, Ruobin, Han, Yinghui
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)
Large Overestimation of Projected Western US Wildfire Burned Forest Area
2026
Cheng, Yu, McColl, Kaighin A., Mickley, Loretta J., Feng, Xu
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 , 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, Skin Temperature
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 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) at GES DISC
Lead and Floe Detection From CryoSat-2 Radar and ICESat-2 Laser
2026
Tilling, R., Egido, A., Harbeck, J., Kurtz, N., Petty, A., Ridout, A., Shepherd, A., Wimert, J., Yi, D.
Sea Ice Concentration, Brightness Temperature, Sea Ice Motion , Snow Depth , Sea Ice Elevation, Freeboard
Impacts of atmospheric rivers in central Greenland: Snowfall, clouds, and atmospheric state
2026
Wedum, A. E., Pettersen, C., Guy, H., Gallagher, M. R., Shupe, M. D., Mattingly, K. S.
Snow Depth
Impacts of Salinity Stratification on Sub-Seasonal SST Warming in the Northern Indian Ocean
2026
Kerhalkar, S., Tandon, A., MacKinnon, J. A.
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)
Preventing subsoil enhanced nitrification to safeguard agroecosystem sustainability
2026
Wang, Yao, Luo, Xin, Jobbagy, Esteban G., Basu, Nandita B., Zhang, Ganlin, Zheng, Yi, Gu, Baojing, Zhang, Shaoliang, Yu, Yiqi, Wang, Fenfang, Lu, Zeyang, Yan, Ruifeng, Chang, Scott X., Lu, Yonglong, Chen, Nengwang
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
Publicly available soil moisture datasets: an overview and the UB-SMDC portal
2026
Mohseni, Farzane, Haunert, Jan-Henrik
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) , Total Runoff
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_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 MERRA-2 tavgU_2d_lnd_Nx: 2d,diurnal,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TUNXLND) at GES DISC
Retrieval of Sea Ice Concentration and Thickness During the Arctic
2026
Xu, Xin, Shi, Lijian, Zou, Bin, Ren, Peng, Shi, Yingni, Zeng, Tao, Lu, Xiaoqing, Tang, Qi, Hu, Shuhan, Qiu, Shiyuan, Li, Jiahua, Liu, Yilin, Liu, Xin, Liu, Zongqiang
Ice Depth/Thickness , Snow Depth
Neural Network Algorithms for Estimating Snow Depth and Scattering Mean Free Path from ICESat-2 Measurements of Multiple Scattering Inside Snow
2026
Zhou, Yinuo, Hu, Kyle, Lu, Xiaomei
Brightness Temperature, Sea Ice Concentration, Sea Ice Concentration, Snow Depth , Snow Depth
Snow effects on altimeter waveforms over sea ice in the Weddell Sea-Part
2026
Zhou, Lu, Skourup, Henriette, Stroeve, Julienne, Kacimi, Sahra, Arndt, Stefanie, Zhu, Weixin, Petty, Alek, Huang, Lanqing, Xu, Shiming
Freeboard, Ice Depth/Thickness , Ice Roughness, Sea Ice Elevation, Snow Depth , VISIBLE IMAGERY, Glacier Elevation/Ice Sheet Elevation, Glacier Topography/Ice Sheet Topography, RADAR IMAGERY, Sea Ice Elevation, Snow Cover
Uncertain dynamic response of mid-latitude winter precipitation
2026
Gu, Lei, Schumacher, Dominik L., Sippel, Sebastian, Fischer, Erich M., Dunkl, Istvan, Noyelle, Robin, Singh, Jitendra, Pierini, Lorenzo, Knutti, Reto
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)
Transfer Learning for TransformerBased Drought Forecasting Across Diverse Precipitation Products in India
2026
Pathania, Ashish, Gupta, Vivek
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 , 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)
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
Land Cover Changes Redistribute China's Water Resources Through
2025
An, Qiang, Liu, Liu, Staal, Arie, Yang, Kun, Cheng, Yongming, Liu, Jing, Huang, Guanhua
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) , Land Use/Land Cover Classification , Plant Phenology, Enhanced Vegetation Index (EVI)
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
Mechanistic Modeling of Aedes aegypti Mosquito Habitats for
2025
Yasanayake, C. N., Zaitchik, B. F., Gnanadesikan, A., Gardner, L. M., Shet, A.
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , 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, Snow/Ice , Snow Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI)
GPM IMERG Final Precipitation L3 Half Hourly 0.1 degree x 0.1 degree V07 (GPM_3IMERGHH) 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 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_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