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 Sea Ice Data
List of peer-reviewed publications that cite using Sea Ice data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| Geo-spatial assessment of human-induced soil erosion and environmental hazard using the RUSLE model: A path toward sustainable land management in the Duhok ... | Faqe Ibrahim, Gaylan Rasul, Mahmood, Kamaran Wali, Rashed, Srusht Othman | 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 | ||
| An Antarctic ecosystem value index to quantify ecological value across trophic levels and over time | DuVivier, Alice K., Krumhardt, Kristen M., Landrum, Laura L., Sylvester, Zephyr, Sen, Bilgecan, Labrousse, Sara, Che-Castaldo, Christian, Eparvier, Alice, Holland, Marika M., LaRue, Michelle A., Nissen, Cara, Levy, Michael N., Jenouvrier, Stephanie, Brooks, Cassandra | Sea Ice Concentration | ||
| Antarctic seaice loss enhances East Asian summer precipitation through tropical ocean warming | Zhu, Zhu, Liu, Jiping, Song, Mirong, Yang, Qinghua | Sea Ice Concentration | ||
| ASICast: a novel model for daily antarctic sea ice concentration prediction | Hu, Changhong, Ai, Songtao, Ali Shah, Shoukat, Ding, Xi, Cai, Yi, Chu, XinDe, Yuan, Hanxiao, Cui, Meng, Pimpirev, Christo, Peng, Fang | Sea Ice Concentration | ||
| Hydrologically guided transfer learning for ungauged basin prediction: | Li, Jiyu, Ran, Qihua, Ye, Sheng | 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, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Coastal nutrient retrieval using multi-dimensional synergistic MSI/OLCI data with a group-specific feature fusion neural network | Huang, Kai, Fan, Jianchao, Ma, Yujuan | Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction | ||
| Ocean Mesoscale Processes Heat Atmosphere Over the Western Boundary | Wang, Zhiqiao, Jing, Zhao, Wu, Lixin | Heat Flux, Heat Flux, Heat Flux, Heat Flux, Longwave Radiation, Longwave Radiation, Shortwave Radiation, Shortwave Radiation, Water Vapor Tendency, Water Vapor Flux, Cloud Dynamics, Cloud Microphysics, Snow/Ice, Precipitation, Specific Humidity, Ice Fraction, Skin Temperature, Sea Surface Skin Temperature, Skin Temperature | ||
| The Multi-University Consortium for Advanced Data Assimilation Research and Education (CADRE) | Wang, Xuguang, Van Leeuwen, Peter Jan, Poterjoy, Jonathan, Stensrud, David J., Greybush, Steven J., Zhang, Yunji, Santer, Henry, Wang, Yongming, Pu, Zhaoxia, Chen, Xingchao, Stouffer, Braedon C., Chiao, Sen, Ide, Kayo, Lu, Cheng-Hsuan, Johnson, Aaron, Liu, Chengsi, Gasperoni, Nicholas, Yang, Yue, Kim, Jong, Kleist, Daryl, Frolov, Sergey, Carr, Frederick | Sea Ice Concentration | ||
| The importance of initial conditions in seasonal predictions of Antarctic sea ice | Campitelli, Elio, Purich, Ariaan, Arblaster, Julie, Lim, Eun-Pa, Wheeler, Matthew C., Reid, Phillip | Sea Ice Concentration | ||
| The Importance of NonCO2 Greenhouse Gases to Arctic Warming and SeaIce Loss | Liang, YuChiao, Polvani, Lorenzo M., Previdi, Michael, Dong, Yue, Wu, YouTing, England, Mark R., Griffith, Stephen M. | Sea Ice Concentration | ||
| A Coordinated Framework for Global Climate Reanalyses | Cobb, Alison, Bosilovich, Michael G., Buontempo, Carlo, Hersbach, Hans, Kobayashi, Shinya, Kosaka, Yuki, Kumar, Arun, Zhang, Peiqun, Fuentes, Manuel, Mladek, Richard, Shen, Suhung | Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Geopotential Height, Altitude, Surface Temperature, Upper Air Temperature, Dew Point Temperature, Cloud Top Temperature, Atmospheric Winds, Surface Winds, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds | ||
| AlaskaYukon glacier depths from a decade of airborne radar sounding | 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 |
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| First abundance estimate for the east Greenland polar bear subpopulation | Laidre, Kristin L, Marques, Tiago A, Cohen, Benjamin, Hansen, Rikke G, Regehr, Eric V, Zahn, Marie J, Aars, Jon, Ware, Jasmine, Stern, Harry L, Ugarte, Fernando | Sea Ice Concentration, Infrared Radiance, REFLECTED INFRARED, Visible Radiance, Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| Fire in a Central Amazon forest: Lingering top canopy loss and initial understory regrowth revealed by repeated LiDAR | Pontes-Lopes, Aline, Stark, Scott C., Smith, Marielle N., Almeida, Danilo R.A., Shao, Gang, Sato, Luciane Y., Rincon, Nancy L.M., Martins, Giordane A., Goncalves, Nathan B., Ometto, Jean P.H.B., Graca, Paulo M.L.A., Aragao, Luiz E.O.C. | 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 | ||
| Enhancing sea ice knowledge through assimilation of sea ice thickness from ENVISAT and CS2SMOS | Williams, Nicholas, Wang, Yiguo, Counillon, Francois | Sea Ice Concentration | ||
| An assessment of regional variations in cloud characteristics using machine learning models: a case study over north-western and north-eastern regions of India | Mevada, Niyati, Srivastava, Rohit, Shah, Ruchita, Sharma, Som | Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction | ||
| A snow depth model for Arctic sea ice from ICESat-2 and CryoSat-2 freeboards. | 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 | ||
| A snow properties-aware deep learning framework for penetration bias estimation of TanDEM-X DEMs over ice sheets | Becker Campos, Alexandre, Diez-Latteur, Antoine, Bueso-Bello, Jose-Luis, Braun, Matthias H., Rizzoli, Paola | Glacier Elevation/Ice Sheet Elevation, Ice Roughness | ||
| Advancing global sea ice prediction capabilities using a fully coupled climate model with integrated machine learning | Gregory, William, Bushuk, Mitchell, Zhang, Yong-Fei, Adcroft, Alistair, Zanna, Laure, McHugh, Colleen, Jia, Liwei | Sea Ice Concentration | ||
| Accelerating High Mountain Asia Glacier Loss From ICESat and ICESat-2 | Hassan, Javed, Colgan, William, Nielsen, Karina, Bhakta Kayastha, Rijan, Khadka, Mira, Abbas Khan, Shfaqat | Digital Elevation/Terrain Model (DEM), Glacier Elevation/Ice Sheet Elevation, Glacier Topography/Ice Sheet Topography, Ice Roughness, Ice Sheets, Reflectance, Sea Surface Height, Sea Surface Slope, Surface Roughness, Terrain Elevation | ||
| A decade of sea ice concentration retrieved from sentinel-1 | Wulf, Tore, Buus-Hinkler, Jrgen, Singha, Suman, Dasgupta, Nishka, Athanasiadis, Athanasios, Kreiner, Matilde Brandt | Sea Ice Concentration | ||
| Classification of sea-ice concentration from ship-board S-band radar images using open-source machine learning tools | Westbrook, Elizabeth, Gaube, Peter, Culhane, Emmett, Bingham, Frederick, Pacini, Astrid, Schmidgall, Carlyn, Schanze, Julian, Drushka, Kyla | Sea Surface Temperature, Ocean Surface Salinity, SURFACE CONDUCTIVITY, Ocean Temperature, Salinity, Conductivity, Ocean Salinity, Sea Ice Concentration, Sea Ice Concentration, RADAR IMAGERY, RADAR |
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| Characteristics of ocean mesoscale eddies in the Canadian Basin from a high resolution pan-Arctic model | Planat, Noemie, Dufour, Carolina Olivia, Lique, Camille, Rieck, Jan Klaus, Talandier, Claude, Tremblay, Louis Bruno | Sea Ice Concentration | ||
| Characterizing Particulate Matter Impacts of Smoke From 2022 to 2023 | Sablan, Olivia, Ford, Bonne, Gargulinski, Emily, Henery, Giovanna L., Nowell, Holly, Rosen, Zoey, Slater, Kellin, Soja, Amber J., Wiese, Lisa K., Williams, Christine L., Magzamen, Sheryl, Fischer, Emily V., Pierce, Jeffrey R. | Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Cloud Condensation Nuclei, Dust/Ash/Smoke, Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Trace Gases/Trace Species, Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance, Transmittance, Atmospheric Stability, Humidity, Total Precipitable Water, Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, 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, Atmospheric Ozone |
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| Characterization of ice features in the southwest Greenland ablation zone using multi-modal SAR data | Schlenk, Sara-Patricia, Fischer, Georg, Pardini, Matteo, Hajnsek, Irena | Glacier Topography/Ice Sheet Topography, RADAR IMAGERY, Sea Ice Elevation, Snow Cover |