MODIS and VIIRS snow-cover extent products
2026
Hall, Dorothy K., Riggs, George A.
Snow Cover
Multi-Sensor Spatiotemporal Fusion for 30-m Daily Gapless Snow Cover
2026
Wu, Jinhang, Zhang, Xueliang, Xiao, Pengfeng, Jia, Yumeng, Tang, Bo, Liu, Yan
Reflectance , Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps, Albedo, Snow Cover
Mapping Quartz and Feldspar Areal Abundance and Grain Sizes Using Integrated VTIR Data
2026
Grant, Kathleen, Brodrick, Philip G., Perez GarciaPando, Carlos, Goncalves Ageitos, Maria, Celestian, Aaron J., West, A. Joshua
Emissivity, Vegetation Index , Snow Cover , Emissivity, Vegetation Index , Snow Cover , Land Surface Temperature
Melt channelization stronger than previously recognized: Ice sheets
2026
Hoffman, Andrew O.
Glacier Topography/Ice Sheet Topography, RADAR IMAGERY, Sea Ice Elevation, Snow Cover
Systematic evaluation of atmospheric forcing, surface datasets, and mesh
2026
Li, Lingcheng, Bisht, Gautam, Xu, Donghui, Hao, Dalei, Liao, Chang, Feng, Dongyu, Tan, Zeli, Li, Hongyi, Shi, Mingjie, Zhou, Tian, Leung, L. Ruby
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Vegetation Productivity, Albedo , Anisotropy, Albedo, Snow Cover
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
Snow Leopard (Panthera uncia) Status in Russian Federation
2026
Karnaukhov, Alexander
Snow Cover , Snow Cover
Spatiotemporal patterns and regional differences of lake ice phenology
2026
Kuluwan, Yimuran, Ke, Chang-Qing, Rusuli, Yusufujiang, Cai, Yu, Maimaitituerxun, Aizemaitijiang
Albedo, Snow Cover
Spatiotemporal mapping of invasive yellow sweetclover blooms using Sentinel-2 and high-resolution drone imagery
2026
Saraf, Sakshi, John, Ranjeet, Kolluru, Venkatesh, Jain, Khushboo, Henebry, Geoffrey M., Chen, Jiquan, Lafortezza, Raffaele
Precipitation Amount, Maximum/Minimum Temperature, Shortwave Radiation, Snow Water Equivalent , Vapor Pressure, Albedo, Snow Cover
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)
Tracking water dynamics of a temperate forest under drought and nondrought conditions using active and passive microwave and optical remote sensing
2026
Hellwig, Florian M., Fluhrer, Anke, Dubois, Clemence, Schellenberg, Konstantin, Chaparro, David, Zehner, Markus, Klosterhalfen, Anne, Piles, Maria, Schmullius, Christiane, Kunstmann, Harald, Jagdhuber, Thomas
Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance , Snow Grain Size, Snow Cover , Surface Soil Moisture
The energy balance behind glacier retreat: A regional reconstruction for Western Canada (19802022)
2026
Draeger, Christina, Radic, Valentina
Albedo, Snow Cover , Radiative Forcing, Forests, Alpine/Tundra, Albedo
The observed near-surface thermal stability from 2002 to 2024 over
2026
Yu, Kexing, Wang, Kaicun
Albedo , Anisotropy, Snow Cover
Understand Surface Deformation of Midyan Peninsula, Northwestern Saudi Arabia Using Differential Interferometry and Hypsometric Index
2026
Alabbasi, Saad, Khan, Shuhab D., Tirmizi, Osman
Reforestation, Terrestrial Ecosystems , Permafrost , Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion , Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers , Ice Sheets, Icebergs , Ice Deformation, Ice Depth/Thickness , Ice Edges, Ice Extent , Ice Floes, Ice Growth/Melt , Ice Roughness, Ice Temperature, Ice Types, Icebergs , Leads, Pack Ice , Polynyas , Reflectance , Sea Ice Motion , Ice Extent , Ice Growth/Melt , Ice Motion, Ice Velocity, Lake Ice , Permafrost , River Ice, Snow Cover , Landslides , Aeolian Landforms , Coastal Landforms , Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms , Land Use/Land Cover Classification , Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Terrain Elevation , Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds , Ice Deformation, Ice Depth/Thickness , Ice Edges, Ice Extent , Ice Floes, Ice Roughness, Ice Types, Icebergs , Leads, Pack Ice , Polynyas , Sea Ice Motion , Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes , Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion , Glacier Topography/Ice Sheet Topography, Glaciers , Ice Sheets, Icebergs , Ice Extent , Ice Growth/Melt , Ice Motion, Ice Velocity, Lake Ice , Permafrost , River Ice
Wetlands set the pace of annual runoff in the northern Great Plains
2026
Rahmani, Javad, Creed, Irena F., Badiou, Pascal, Ameli, Ali A.
Snow Cover
Widespread ecological responses and cascading effects of the 2021 western North American heatwave
2026
Baum, Julia K., Slein, Margaret A., Garen, Josef C., Sang, Zihaohan, Emry, Sandra, Goodwin, Katie J. A., Collins, Courtney G., Lewthwaite, Jayme, Tseng, Michelle, Michaletz, Sean T., Burton, A. Cole, Harley, Christopher D. G., Srivastava, Diane S., Abram, Paul K., Angert, Amy L., Bayne, Erin, Daniels, Lori D., Dickson-Hoyle, Sarah, Earle, Heather, Franklin, Michelle T., Gehman, Alyssa-Lois M., Gharajehdaghipour, Tazarve, Hodder, Dexter, Leston, Lionel, McAfee, Alison, Mitchell, Matthew G. E., Otter, Ken A., Richardson, Tamara, Rosenfeld, Jordan, Sadlier-Brown, Gillian, Sandoval-Acuna, Pablo, Shores, Carolyn, Starko, Samuel, Thiessen, Jason, Timmer, Brian, Tjaden-McClement, Katie, Tseng, Sunny, Uriel, Yonathan, William, Bert
Snow Cover
Validation of the SNOWPACK model and reconstruction of multidecade snow climatology at Ram Mountain (Alberta, Canada) forced with NARR data
2026
Cremel, Kallan, Langlois, Alexandre, Pelletier, Fanie
Albedo, Snow Cover
Vegetation greening reduces land surface temperature differences between
2026
Cui, Guishan, Ding, Nengyang, Liu, Duqi, Xu, Zhen
Albedo, Snow Cover , Albedo , Anisotropy, Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
Urban morphology as a proxy for housing and infrastructure inequality: A machine learning approach using open building footprint data
2026
Bastos Moroz, Cassiano, Thieken, Annegret H.
Reforestation, Terrestrial Ecosystems , Permafrost , Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion , Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers , Ice Sheets, Icebergs , Ice Deformation, Ice Depth/Thickness , Ice Edges, Ice Extent , Ice Floes, Ice Growth/Melt , Ice Roughness, Ice Temperature, Ice Types, Icebergs , Leads, Pack Ice , Polynyas , Reflectance , Sea Ice Motion , Ice Extent , Ice Growth/Melt , Ice Motion, Ice Velocity, Lake Ice , Permafrost , River Ice, Snow Cover , Landslides , Aeolian Landforms , Coastal Landforms , Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms , Land Use/Land Cover Classification , Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Terrain Elevation , Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds , Ice Deformation, Ice Depth/Thickness , Ice Edges, Ice Extent , Ice Floes, Ice Roughness, Ice Types, Icebergs , Leads, Pack Ice , Polynyas , Sea Ice Motion , Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes , Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion , Glacier Topography/Ice Sheet Topography, Glaciers , Ice Sheets, Icebergs , Ice Extent , Ice Growth/Melt , Ice Motion, Ice Velocity, Lake Ice , Permafrost , River Ice
Assessing groundwater storage response to snow cover dynamics in large Moroccan river basins over the last decades using remote sensing data
2026
Bousbaa, Mostafa, Boudhar, Abdelghani, Hssaisoune, Mohammed, Elyoussfi, Haytam, Karaoui, Ismail, Bargam, Bouchra, Nifa, Karima, Hadri, Abdessamad, Acharki, Siham, Vivone, Gemine, Kinnard, Christophe
Albedo, Snow Cover
Applying an Interpretable Deep Learning Model to Identify Wildfire-Prone Areas in Southwest China
2026
Ma, Chenyu, Yang, Siquan, Cui, Jing, Li, Qiang, Yao, Qichao, Zhang, De, Guo, Jiachang, Wang, Xinqian, Qu, Chong
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
Application of machine learning to improve reanalysis soil temperatures
2026
Herrington, Tyler C., Erler, Andre R., Fletcher, Christopher G.
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 remote sensing approach for measuring climatic change effects on snow cover dynamics
2026
Parizia, Francesco, De Petris, Samuele, Perotti, Luigi, Giardino, Marco, Borgogno-Mondino, Enrico
Albedo, Snow Cover
AlaskaYukon glacier depths from a decade of airborne radar sounding
2026
Tober, B. S., Christoffersen, M. S., Holt, J. W., Truffer, M., Larsen, C. F.
RADAR IMAGERY, Glacier Elevation/Ice Sheet Elevation, Glacier/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Sea Ice Elevation, Sea Ice Elevation, Snow Cover , Glacier Topography/Ice Sheet Topography
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 , Root Zone Soil Moisture, Surface Soil Moisture