Delivery of Suomi National Polar-orbiting Partnership (Suomi NPP) satellite data products will cease on November 1, 2026. Data users should transition now to alternative products from NOAA-21 and NOAA-20.
Suomi NPP data announcement
Publications Citing Snow Cover Data
List of peer-reviewed publications that cite using Snow Cover data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| The thermal conductivity of vegetation ground covers in permafrost areas | Ozeritskiy, Konstantin, Hayley, Jocelyn L | 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 | ||
| Topoclimatic factors create favourable conditions for carbon-dense forests in the Central Himalayas | Khanal, Shiva, Nolan, Rachael H., Medlyn, Belinda E., Boer, Matthias M. | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Land Surface Temperature, Net Radiation, Snow Cover, Snow Water Equivalent, Soil Moisture/Water Content | ||
| Understanding flood dynamics in the Indus River Basin: Lessons from the | Aryal, Aashutosh, Kim, Kyung Y., Lakshmi, Venkataraman | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Land Surface Temperature, Emissivity, Surface Soil Moisture, Albedo, Snow Cover |
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| Tropical landuse change disrupts zetadiversity across taxa | ParraSanchez, Edicson, Latombe, Guillaume, Mills, Simon C., Socolar, Jacob B., Edwards, Felicity A., MartinezRevelo, Diego, PerezEscobar, Oscar A., Davies, Robert W., Bousfield, Christopher G., Cerullo, Gianluca R., OchoaQuintero, Jose Manuel, Haugaasen, Torbjrn, Barlow, Jos, Freckleton, Robert P., Edwards, David P. | 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 | ||
| Triggers of the Record-Breaking 2023 Canadian Wildfires: Extreme Heat | Wu, Dongyou, Zhang, Jinxia, Niu, Xiaoying, Shi, Rui, Wang, Xiaofan, Liu, Jun, Wen, Hui, Zhou, Yue, Pu, Wei, Zhang, Baoqing, Zhang, Daizhou, 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, Specific Humidity, Wind Speed, Snow Cover, Snow Depth, Aerosols, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 10), PARTICULATE MATTER (PM 1.0), Geopotential Height, Atmospheric Ozone, Sea Level Pressure, Upper Air Temperature, Vertical Profiles, U/V Wind Components, U/V Wind Components, Ozone Profiles, Skin Temperature, Atmospheric Winds, Atmospheric Pressure, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Oxygen Compounds, Altitude, Boundary Layer Winds, Aerosol Backscatter, Aerosol Radiance, Cloud Condensation Nuclei, Nitrate Particles, Trace Gases/Trace Species, Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance, Transmittance, Atmospheric Stability, Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Optical Depth/Thickness, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms |
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| The Short Life of Upvalley Wind in a High-Altitude Valley in the Colorado Rocky Mountains | Adler, Bianca, Caicedo, Vanessa, Butterworth, Brian J., Bianco, Laura, Cox, Christopher J., de Boer, Gijs, Gutman, Ethan, Intrieri, Janet M., Meyers, Tilden, Sedlar, Joseph, Turner, David D., Wilczak, James | Albedo, Snow Cover | ||
| The Simulated Role of the Antecedent Snow and Soil Moisture Conditions on the 1316 March 2021 Dust Storm in East Asia | Letcher, Theodore, LeGrand, Sandra, Sparrow, Kent, Eylander, John | Reflectance, Albedo, Anisotropy, Surface Soil Moisture, Albedo, Snow Cover | ||
| The Impact of Oil Palm Plantations and Pastures on Benthic Prokaryotic | RojasCastillo, Oscar Alberto, Hakimzadeh, Ali, Tedersoo, Leho, Jacobsen, Dean, KepferRojas, Sebastian | 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 | ||
| The Evaluation of Hydroclimatic Variables Over Nordic Fennoscandia Using | Muzic, Iris, Hodnebrog, ivind, Yilmaz, Yeliz A., Berntsen, Terje K., Lawrence, David M., Sobhani, Negin | Albedo, Snow Cover | ||
| Uttarakhand: A Hotspot for Extreme Events? | Sundriyal, Yaspal, Kaushik, Sameeksha, Kumar, Vipin, Dimri, A.P., Chauhan, Neha, Kumar, Sandeep, Rana, Naresh | 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 | ||
| Enhancing assimilated soil moisture prediction from environmental data using advanced machine learning | Arshad, Sana, Ashraf, Amna, Al-Dalahmeh, Main, Harsanyi, Endre, Mohammed, Safwan | 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 | ||
| Dynamics of Changes in NDVI, Black Carbon, and Soil Moisture at the Burtinskaya Steppe Site of the Orenburg Nature Reserve According to Satellite and Ground ... | Rodionova, N. V. | 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, Aerosols, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 10), PARTICULATE MATTER (PM 1.0) | ||
| Growing Imbalance Between Supply and Demand for Flood Regulation Service in the Asian Water Tower and Its Downstream Region | Li, Lei, He, Chunyang, Huang, Qingxu, Liu, Zhifeng, Li, Jingwei, Zhao, Kaiyu, Lutz, Arthur, Merz, Bruno | Snow Cover | ||
| Applications of Snow-Covered Areas from Unoccupied Aerial Systems (UAS) Visible Imagery: A Demonstration in Southeastern New Hampshire | Johnston, Jeremy M., Jacobs, Jennifer M., Hunsaker, Adam, Wagner, Cameron, Vardaman, Megan | Snow Cover, Snow Cover | ||
| Can vegetation breakpoints in Eastern Mongolia rangeland be detected using Sentinel-1 coherence time series data? | Ji, Shuxin, Gonchigsumlaa, Ganzorig, Damdindorj, Sugar, Tseren, Tserendavaa, Sharavjamts, Densmaa, Otgondemberel, Amartuvshin, Gurjav, Enkh-Amgalan, Puntsagsuren, Munguntsetseg, Tsabatshir, Batnaran, Gungaa, Tumendemberel, Batbold, Narantsetseg, Drees, Lukas, Ganbayar, Bayarchimeg, Orosoo, Dulamragchaa, Lkhamsuren, Bayartsetseg, Ganbat, Badamtsetseg, Damdinsuren, Myagmarsuren, Gombosuren, Gantogoo, Dashpurev, Batnyambuu, Phan, Thanh Noi, Dejid, Nandintsetseg, Muller, Thomas, Lehnert, Lukas | Snow Cover, Snow Cover | ||
| Capability Analysis of Earth Observation Data for Integrated Emergency Management | Wolf, Kristina, Mills, Jon P., Cormier, Luis, Dunn, Ruth, Fairless, Olivia, Falaye, Adewale, Gordon, Stuart, Jayamanne, Oshadee, Morris-Wiltshire, Carrow, Myall, Eleanor, Salgado-Castillo, Francisco, Shukla, Yashvini, Taylor, Luke, Robson, Ellen, Donoghue, Daniel, Dawson, Richard J., Lewis, Elizabeth, Reaney, Sim M., Scott, Elaine, Freedman, Joel, Marshall, Stuart, Walker, Patrick, Hinds, Helen | Albedo, Snow Cover | ||
| Impact of the Western Tibetan Vortex on Springtime Snow Cover Over the Western Tibetan Plateau | Wang, Jingzhi, Li, XiaoFeng, Yang, Song, Forsythe, Nathan, Fowler, Hayley J. | Snow Cover, Snow Cover | ||
| Impact of winter warming on CO2 fluxes in evergreen needleleaf forests | Gharun, Mana, Shekhar, Ankit, Hortnagl, Lukas, Krebs, Luana, Arriga, Nicola, Migliavacca, Mirco, Roland, Marilyn, Gielen, Bert, Montagnani, Leonardo, Tomelleri, Enrico, Sigut, Ladislav, Peichl, Matthias, Zhao, Peng, Schmidt, Marius, Grunwald, Thomas, Korkiakoski, Mika, Lohila, Annalea, Buchmann, Nina | Snow Cover | ||
| An Automated Framework for Interaction Analysis of Driving Factors on Soil Salinization in Central Asia and Western China | 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 | ||
| Groundwater Vulnerability in the Aftermath of Wildfires at the El Suto Spring Area: Model-Based Insights and the Proposal of a Post-Fire Vulnerability Index for Dry Tropical Forests | Guzman-Rojo, Monica, Silva de Freitas, Luiza, Coritza Taquichiri, Enrrique, Huysmans, Marijke | 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 | ||
| Forest birds maintain body condition in Alder-leaf Birch | Zhou, Wenyi, Grossi, Alexandra A., Gustafsson, Daniel R., Wang, Zhengzhen, Zhang, Zhuyang, Han, Yuqing, Wang, Xinyi, Zuo, Anru, Acevedo, Miguel A., Liu, Yang, Robinson, Scott K. | Soil Moisture/Water Content, Surface Pressure, Shortwave Radiation, Air Temperature, Humidity, Rain, Snow, Soil Temperature, Surface Soil Moisture, Land Surface Temperature, Snow Cover, Snow Depth, Snow Melt, Surface Water Processes/Measurements | ||
| Forest covers of the Sinu River basin (Cordoba, Colombia): evidence of | CarrillO-Fajardo, Merly Yenedith, Vidal-Pastrana, Carlos Cesar, Morales-Puentes, Maria Eugenia, Ballesteros-Correa, Jesus | 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, Total Runoff | ||
| FreezeThaw Effects on Daily Sediment Transport in an Alpine River | Skalevag, Amalie, Bronstert, Axel, Korup, Oliver | Albedo, Snow Cover | ||
| Geomorphological development through periglacial landform changes and its contribution to soil diversity in Mount Ilgar in Northeastern Turkiye | Dede, Volkan, Dengiz, Orhan, Demirag Turan, Inci, Senol, Huseyin, Zorlu, Kuttusi, Serin, Soner, Pacci, Sena, Ay, Abdurrahman | 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 | ||
| Geomorphometry using UAV-PPK for mapping inselberg landforms | Lima, Geraldo Marcelo, de Jesus, Jose Rafael Santos, Santos, Pablo Santana, Poggio, Carolina de Almeida | 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 |