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 Cryosphere Data
List of peer-reviewed publications that cite using Cryosphere data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| Bayesian Model Averaging Method for Merging Multiple Precipitation Products over the Arid Region of Northwest China | Yang, Yong, Chen, Rensheng, Lu, Xinyu, Mao, Weiyi, Liu, Zhangwen, Wang, Xueliang | 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, Skin Temperature, Water Vapor, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Precipitation, Precipitation Amount, Total Surface Precipitation Rate |
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| Arctic hydrology: a water balance study of Imnavait Creek and Kuparuk | Youcha, Emily K., Stuefer, Svetlana L. | Snow Depth, WETNESS | ||
| Assessing the impact of Earth Observation data-driven calibration of the melting coefficient on the LISFLOOD snow module | Premier, Valentina, Moschini, Francesca, Casado-Rodriguez, Jesus, Bavera, Davide, Marin, Carlo, Pistocchi, Alberto | Albedo, Snow Cover | ||
| Assessment of Drought Impacts on Remotely Sensed Seasonal Snow Depletion Patterning: A Case Study Over the Boise River Basin, Idaho | Woodruff, Craig D., Qualls, Russell J., Clark, Patrick E. | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Albedo, Snow Cover | ||
| Assessing future ice shelf hydrofracture vulnerability in the ISMIP6 ensemble | Reynolds, Benjamin, Nowicki, Sophie | Basins, Coastline, Grounding Line, Ice Shelves, Ice Velocity | ||
| 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 | ||
| A New Process-Based Approach for Evaluating Gridded Precipitation Products in Mountain Watersheds: Test Cases From the Central Andes of Argentina | Toum, Ezequiel, Rivera, Juan A., Espinoza, JhanCarlo, Masiokas, Mariano H. | Snow Cover | ||
| A Framework for Characterizing 3-D Structures of Crevasses and Rifts | Pang, Ao, Liang, Qi, Hulbe, Christina, Yang, Tian, Zhou, Quan, Forbes, Martin, Cheng, Xiao | Grounding Line, Ice Velocity, 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 | ||
| A decade of winter supraglacial lake drainage across Northeast Greenland using C-band SAR | Dean, Connor Wolfgang, Scharien, Randall, Willis, Ian, McDougall, Kali Ann | Land Ice/Ocean Classification, Ice Velocity, Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| 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 | ||
| 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 | ||
| Bulk radiativeconvective equilibrium is common over midlatitude land | Matthews, Aidan, McColl, Kaighin A., Kuang, Zhiming | 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, 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 | ||
| Brief communication: Updated grounding line mapping in the Amundsen Sea Embayment, Antarctica, from one day repeat Sentinel-1 SAR data | Andersen, Jonas K., Millan, Romain, Rignot, Eric, Gimenes, Lucille, Scheuchl, Bernd, Barre, Jean Baptiste, Bjrk, Anders A. | Grounding Line, Ice Velocity, Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation | ||
| Biogeochemical reservoirs in the ice: Microbial, DOC, and TN storage and export from retreating Tibetan glaciers | Liu, Yongqin, Ma, Jing, Liu, Meng, Fang, Pengcheng, Guo, Bixi, Liu, Jiaojiao, Liu, Junzhi | Glacier Ablation, Glacier Accumulation, Glacier Area, Glacier Mass, Glacier Melt, Glacier Refreeze, Glacier Runoff | ||
| Model sensitivity across scales: a case study of simulating an offshore low-level jet | Hawbecker, Patrick, Lassman, William, Juliano, Timothy W., Kosovic, Branko, Haupt, Sue Ellen | Sea Surface Temperature, 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, Sea Surface Topography, Vertical Profiles, Ozone Profiles, Sea Surface Temperature, Sea Surface Temperature, Sea Surface Temperature, Sea Surface Temperature, 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), Heat Flux, Heat Flux, Heat Flux, Heat Flux, Longwave Radiation, Shortwave Radiation, Water Vapor Tendency, Water Vapor Flux, Cloud Dynamics, Cloud Microphysics, Ice Fraction, Sea Surface Skin Temperature, Skin Temperature |
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| Prior weight dilution in Bayesian model averaging for groundwater | Hu, Haoxin, Zeng, Xiankui, Wu, Jichun, Wang, Dong | Snow Cover, Total Surface Precipitation Rate | ||
| Impact of InterBasin Interactions on ENSOAssociated Hadley Circulation Adjustments | Miao, Yujie, Lian, Tao, Wang, Ya, Yu, Yueyue, Hou, Yurong, Wang, Weiqi, Li, Yadi, Tao, Weichen, Li, Xichen | 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, Atmospheric Ozone, Sea Level Pressure, Surface Pressure, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Relative Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles |
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| Improvement of Arctic Sea Ice Type Concentration Retrieval from Microwave Remote Sensing Data | Luo, Yanbing, Ye, Yufang, Huang, Yawen, Shokr, Mohammed, Chen, Zhuoqi, Cheng, Xiao | Brightness Temperature, Sea Ice Concentration, Sea Ice Motion, Snow Depth | ||
| Increased heat transport through Barrow Canyon and its impact on subsurface warming in the western Arctic Ocean | Itoh, Motoyo, Nishino, Shigeto, Kikuchi, Takashi, Melling, Humfrey, Zimmermann, Sarah, Williams, William J., Carmack, Eddy C. | Sea Ice Concentration | ||
| Lake Unloading Drives Fault Slip and Rift Asymmetry in Southern Tibet | Li, Chunrui, Li, Haibing, Chevalier, MarieLuce, Pan, Jiawei, Liu, Fucai | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, 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, 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 | ||
| Probabilistic Seismic Hazard Analysis based on Microtremor Data: A Site Effect Study for Earthquake Disaster Mitigation at Malang Regency, Indonesia | Ilham, Susilo, Adi, Juwono, Alamsyah M., Sukanta, I.Nyoman, Amaninida, Haura Dhiya, Ginting, Rika Adelina, Zarkoni, Ahmad, Bery, Andy Anderson, Hasan, Muhammad Fathur Rouf | 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 | ||
| Seasonal grounding line migration at Orville Coast, West Antarctica, based on a 4.5-year Sentinel-1 time series | Tympalski, Michal, Sompolski, Marek, Kopec, Anna, Milczarek, Wojciech | Grounding Line |