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/Ice Data
List of peer-reviewed publications that cite using Snow/Ice data.
Filters
| Title | Year Sort ascending | Author | Topic | Dataset |
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| Comparison of satellite passive microwave with modeled snow water equivalent estimates in the Red River of the North Basin | Schroeder, Ronny, Jacobs, Jennifer M., Cho, Eunsang, Olheiser, Carrie M., DeWeese, Michael M., Connelly, Brian A., Cosh, Michael H., Jia, Xinhua, Vuyovich, Carrie M., Tuttle, Samuel E. | Snow Water Equivalent, Snow Water Equivalent, Brightness Temperature, Microwave Imagery | ||
| Essential gaps and uncertainties in the understanding of the roles and functions of Arctic sea ice | Gerland, Sebastian, Barber, David, Meier, Walt, Mundy, Christopher J, Holland, Marika, Kern, Stefan, Li, Zhijun, Michel, Christine, Perovich, Donald K, Tamura, Takeshi | Sea Ice Concentration, Snow Cover | ||
| Estimating alpine snow depth by combining multifrequency passive radiance observations with ensemble snowpack modeling | Kim, Rhae Sung, Durand, Michael, Li, Dongyue, Baldo, Elisabeth, Margulis, Steven A., Dumont, Marie, Morin, Samuel | Snow Water Equivalent, Snow Water Equivalent | ||
| Decomposing shortwave Top-of-Atmosphere and surface radiative flux variations in terms of surface and atmospheric contributions | Loeb, Norman G., Wang, Hailan, Rose, Fred G., Kato, Seiji, Smith, William L., Sun-Mack, Sunny | Sea Ice Concentration, Snow Cover | ||
| Estimation of Groundwater Temperatures in Paris, France | Hemmerle, Hannes, Hale, Sina, Dressel, Ingo, Benz, Susanne A., Attard, Guillaume, Blum, Philipp, Bayer, Peter | Land Surface Temperature, Emissivity, Albedo, Albedo, Snow Cover, Snow Cover | ||
| Evaluation and intercomparison of multiple snow water equivalent products over the Tibetan Plateau | Bian, Qingyun, Xu, Zhongfeng, Zhao, Long, Zhang, Yong-Fei, Zheng, Hui, Shi, Chunxiang, Zhang, Shuai, Xie, Conghui, Yang, Zong-Liang | Snow Water Equivalent, Snow Water Equivalent | ||
| Investigating the relationship between satellite-based freeze/thaw products and land surface temperature | Johnston, Jeremy, Maggioni, Viviana, Houser, Paul | Emissivity, Land Surface Temperature, Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature, Evaporation, Humidity, Convection, Surface Winds, Rain, Heat Flux, Evapotranspiration, Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content, Soil Temperature, Albedo, Snow Water Equivalent, Runoff, Freeze/Thaw, Transition Direction |
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| Major Ice Sheet Change in the Weddell Sea Sector of West Antarctica Over the Last 5,000 Years | Siegert, Martin J., Kingslake, Jonathan, Ross, Neil, Whitehouse, Pippa L., Woodward, John, Jamieson, Stewart S. R., Bentley, Michael J., Winter, Kate, Wearing, Martin, Hein, Andrew S., Jeofry, Hafeez, Sugden, David E. | Ice Velocity | ||
| Massive tree mortality from flood pulse disturbances in Amazonian floodplain forests: The collateral effects of hydropower production | Resende, Angelica Faria de, Schongart, Jochen, Streher, Annia Susin, Ferreira-Ferreira, Jefferson, Piedade, Maria Teresa Fernandez, Silva, Thiago Sanna Freire | 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 | ||
| Melt at grounding line controls observed and future retreat of Smith, Pope, and Kohler glaciers | Lilien, David A., Joughin, Ian, Smith, Benjamin, Gourmelen, Noel | Ice Velocity, Glacier Elevation/Ice Sheet Elevation, Glacier Thickness/Ice Sheet Thickness, Glacier Elevation/Ice Sheet Elevation, Ice Roughness | ||
| Insights into seismogenic deformation during the 2018 Hualien, Taiwan, earthquake sequence from InSAR, GPS, and modeling | Yen, JiunYee, Lu, ChihHeng, Dorsey, Rebecca J., KuoChen, Hao, Chang, ChungPai, Wang, ChunChin, Chuang, Ray Y., Kuo, YuTing, Chiu, ChiYu, Chang, YoHo, Bovenga, Fabio, Chang, WenYen | 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 | ||
| Meteorological conditions leading to the 2015 Salgar flash flood: lessons for vulnerable regions in tropical complex terrain | Hoyos, Carlos D., Ceballos, Lina I., Perez-Carrasquilla, Jhayron S., Sepulveda, Julian, Lopez-Zapata, Silvana M., Zuluaga, Manuel D., Velasquez, Nicolas, Herrera-Mejia, Laura, Hernandez, Olver, Guzman-Echavarria, Gisel, Zapata, Mauricio | Total Surface Precipitation Rate, 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, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | ||
| Geoinformatics based assessment of coastal multi-hazard vulnerability along the East Coast of India | Basheer Ahammed, K. K., Pandey, Arvind Chandra | 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 | ||
| Global Assessment of the SMAP Freeze/Thaw Data Record and Regional | Kim, Youngwook, Kimball, John S., Xu, Xiaolan, Dunbar, R. Scott, Colliander, Andreas, Derksen, Chris | Transition Direction, Brightness Temperature, Soil Moisture/Water Content, Reflectance, Total Surface Water, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Soil Organic Carbon (SOC), Freeze/Thaw |
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| Four decades of Antarctic surface elevation changes from multi-mission satellite altimetry | Schroder, Ludwig, Horwath, Martin, Dietrich, Reinhard, Helm, Veit, van den Broeke, Michiel R., Ligtenberg, Stefan R. M. | Ice Velocity, Terrain Elevation | ||
| Evolution of ice shelf rifts: Implications for formation mechanics and morphological controls | Walker, C.C., Gardner, A.S. | Glacier Elevation/Ice Sheet Elevation, Glacier Thickness/Ice Sheet Thickness, Glacier Elevation/Ice Sheet Elevation, Ice Roughness, Ice Velocity, Glacier Elevation/Ice Sheet Elevation, Glacier Topography/Ice Sheet Topography, Glacier Topography/Ice Sheet Topography, Ice Sheets, Ice Sheets, Reflectance, Reflectance | ||
| Global hydro-environmental sub-basin and river reach characteristics at high spatial resolution | Linke, Simon, Lehner, Bernhard, Ouellet Dallaire, Camille, Ariwi, Joseph, Grill, Gunther, Anand, Mira, Beames, Penny, Burchard-Levine, Vicente, Maxwell, Sally, Moidu, Hana, Tan, Florence, Thieme, Michele | Population Size, Albedo, Snow Cover | ||
| Gravity Recovery and Climate Experiment (GRACE) storage change characteristics (2003-2016) over major surface basins and principal aquifers in the conterminous United States | Fan, Lei, Atkinson, Peter M. | Snow Water Equivalent, Snow Water Equivalent | ||
| Gravity Recovery and Climate Experiment (GRACE) storage change characteristics (20032016) over major surface basins and principal aquifers in the conterminous ... | Velpuri, Naga Manohar, Senay, Gabriel B., Driscoll, Jessica M., Saxe, Samuel, Hay, Lauren, Farmer, William, Kiang, Julie | Snow Water Equivalent, Snow Water Equivalent | ||
| Greenland Ice Sheet solid ice discharge from 1986 through 2017 | Mankoff, Kenneth D., Colgan, William, Solgaard, Anne, Karlsson, Nanna B., Ahlstrm, Andreas P., van As, Dirk, Box, Jason E., Khan, Shfaqat Abbas, Kjeldsen, Kristian K., Mouginot, Jeremie, Fausto, Robert S. | Glacier Elevation/Ice Sheet Elevation, Ice Velocity, Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| Ice Sheet Elevation Change in West Antarctica From Ka-Band Satellite | Otosaka, Ines, Shepherd, Andrew, McMillan, Malcolm | Glacier Elevation/Ice Sheet Elevation, Ice Roughness, Terrain Elevation, Ice Velocity | ||
| Exceptional retreat of Kangerlussuaq Glacier, east Greenland, between 2016 and 2018 | Brough, Stephen, Carr, J. Rachel, Ross, Neil, Lea, James M. | Terrain Elevation, Ice Velocity, Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness | ||
| Object-oriented monitoring of forest disturbances with alos/palsar time-series | Marshak, Charles, Simard, Marc, Denbina, Michael | 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 | ||
| Monthly gridded data product of northern wetland methane emissions based on upscaling eddy covariance observations | Peltola, Olli, Vesala, Timo, Gao, Yao, Raty, Olle, Alekseychik, Pavel, Aurela, Mika, Chojnicki, Bogdan, Desai, Ankur R., Dolman, Albertus J., Euskirchen, Eugenie S., Friborg, Thomas, Gockede, Mathias, Helbig, Manuel, Humphreys, Elyn, Jackson, Robert B., Jocher, Georg, Joos, Fortunat, Klatt, Janina, Knox, Sara H., Kowalska, Natalia, Kutzbach, Lars, Lienert, Sebastian, Lohila, Annalea, Mammarella, Ivan, Nadeau, Daniel F., Nilsson, Mats B., Oechel, Walter C., Peichl, Matthias, Pypker, Thomas, Quinton, William, Rinne, Janne, Sachs, Torsten, Samson, Mateusz, Schmid, Hans Peter, Sonnentag, Oliver, Wille, Christian, Zona, Donatella, Aalto, Tuula | Land Surface Temperature, Emissivity, Snow Cover, Reflectance, Albedo, Wetlands, Methane, Emissions, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Water, Landscape Patterns, Land Use/Land Cover Classification |
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| Monitoring Forest Loss in ALOS/PALSAR Time-Series with Superpixels | Marshak, Charlie, Simard, Marc, Denbina, Michael | 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 |