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 Depth Data
List of peer-reviewed publications that cite using Snow Depth data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| Within-Stand Boundary Effects on Snow Water Equivalent Distribution in | Webb, R. W., Raleigh, M. S., McGrath, D., Molotch, N. P., Elder, K., Hiemstra, C., Brucker, L., Marshall, H. P. | Snow Density, Snow Depth, Snow Grain Size, Snow/Ice Temperature, Snow Stratigraphy, Snow Water Equivalent, Snow Depth | ||
| Winter Arctic sea ice thickness from ICESat2 freeboards | Petty, Alek A., Kurtz, Nathan T., Kwok, Ron, Markus, Thorsten, Neumann, Thomas A. | Freeboard, Ice Depth/Thickness, Ice Roughness, Sea Ice Concentration, Snow Density, Snow Depth, Snow Depth, Sea Ice Elevation, Terrain Elevation |
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| Validation practices for satellite soil moisture retrievals: What are (the) errors? | Gruber, A., De Lannoy, G., Albergel, C., Al-Yaari, A., Brocca, L., Calvet, J.-C., Colliander, A., Cosh, M., Crow, W., Dorigo, W., Draper, C., Hirschi, M., Kerr, Y., Konings, A., Lahoz, W., McColl, K., Montzka, C., Munoz-Sabater, J., Peng, J., Reichle, R., Richaume, P., Rudiger, C., Scanlon, T., van der Schalie, R., Wigneron, J.-P., Wagner, W. | 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), Brightness Temperature | ||
| Estimation of Sea Ice Production in the Bering Sea From AMSR-E and AMSR2 Data, With Special Emphasis on the Anadyr Polynya | Ohshima, Kay I., Tamaru, Naoya, Kashiwase, Haruhiko, Nihashi, Sohey, Nakata, Kazuki, Iwamoto, Katsushi | Brightness Temperature, Sea Ice Concentration, Sea Ice Concentration, Snow Depth, Snow Depth | ||
| The Impact of the Amundsen Sea Freshwater Balance on Ocean Melting of the West Antarctic Ice Sheet | Bett, David T., Holland, Paul R., Naveira Garabato, Alberto C., Jenkins, Adrian, Dutrieux, Pierre, Kimura, Satoshi, Fleming, Andrew | Brightness Temperature, Sea Ice Concentration, Sea Ice Concentration, Snow Depth, Snow Depth | ||
| Seasonal detections of bearded seal (Erignathus barbatus) vocalizations in Baffin Bay and Davis Strait in relation to sea ice concentration | Boye, Tenna K., Simon, Malene J., Laidre, Kristin L., Riget, Frank, Stafford, Kathleen M. | Brightness Temperature, Sea Ice Concentration, Snow Depth | ||
| Decline in phytoplankton biomass along indian coastal waters due to COVID-19 lockdown | Mishra, Deepak R., Kumar, Abhishek, Muduli, Pradipta R., Equeenuddin, Sk. Md., Rastogi, Gurdeep, Acharyya, Tamoghna, Swain, Debadatta | 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, 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, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) | ||
| ArcticBoreal lake dynamics revealed using CubeSat imagery | Cooley, Sarah W., Smith, Laurence C., Ryan, Jonathan C., Pitcher, Lincoln H., Pavelsky, Tamlin M. | Snow Water Equivalent, Soil Heat Budget, Snow Depth, Soil Moisture/Water Content, Heat Flux, Land Surface Temperature, Shortwave Radiation, Albedo, Evapotranspiration, Drainage, Precipitation Amount, Drainage, Lakes/Reservoirs, Forests, Total Surface Water, Alpine/Tundra | ||
| Annual Cycle of Planetary Boundary Layer Heights Estimated From Wind | Molod, Andrea, Salmun, Haydee, Marquardt Collow, Allison B. | 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, 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), Potential Vorticity, Vertical Profiles, Relative Humidity, Ozone Profiles, Heat Flux, Water Vapor, Precipitation Rate, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction |
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| An Attempt to Improve Snow Depth Retrieval Using Satellite Microwave Radiometry for Rough Antarctic Sea Ice | Kern, Stefan, Ozsoy, Burcu | Brightness Temperature, Sea Ice Concentration, Sea Ice Motion, Snow Depth, Brightness Temperature, Sea Ice Concentration, Snow Depth |
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| A high-resolution airborne color-infrared camera water mask for the NASA ABoVE campaign | Kyzivat, Ethan D., Smith, Laurence C., Pitcher, Lincoln H., Fayne, Jessica V., Cooley, Sarah W., Cooper, Matthew G., Topp, Simon N., Langhorst, Theodore, Harlan, Merritt E., Horvat, Christopher, Gleason, Colin J., Pavelsky, Tamlin M. | VISIBLE IMAGERY, Rivers/Stream, Infrared Imagery, Lake/Pond, Surface Water Features, Total Surface Water, Droughts, Floods, Inundation, Lakes/Reservoirs, Rivers/Streams, Radar Backscatter, Terrain Elevation, RADAR IMAGERY, Forests, Vegetation, Methane, Atmospheric Carbon Dioxide, Permafrost, Alpine/Tundra, Aquatic Ecosystems, Terrestrial Ecosystems, Soils, Snow Water Equivalent, Soil Heat Budget, Snow Depth, Soil Moisture/Water Content, Heat Flux, Land Surface Temperature, Shortwave Radiation, Albedo, Evapotranspiration, Drainage, Precipitation Amount, Drainage |
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| A Comparison of Widespread Flexible Residential Electric Heating and | Rasku, Topi, Kiviluoma, Juha | 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), Atmospheric Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature | ||
| A comprehensive validation of the SMAP Enhanced Level-3 Soil Moisture product using ground measurements over varied climates and landscapes | Zhang, Runze, Kim, Seokhyeon, Sharma, Ashish | 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), Land Use/Land Cover Classification | ||
| A Year-Round Subseasonal-to-Seasonal Sea Ice Prediction Portal | Wayand, N. E., Bitz, C. M., BlanchardWrigglesworth, E. | Freeboard, Ice Depth/Thickness, Ice Roughness, Sea Ice Concentration, Snow Density, Snow Depth | ||
| Acquiring the Arctic-Scale Spatial Distribution of Snow Depth Based on AMSR-E Snow Depth Product | Nie, Yafei, Wang, Yuzhe, Lv, Xianqing | Freeboard, Ice Depth/Thickness, Ice Roughness, Sea Ice Elevation, Snow Depth, Brightness Temperature, Sea Ice Concentration, Sea Ice Concentration, Snow Depth | ||
| Retrieval of snow depth on sea ice in the arctic using the FengYun-3B microwave radiation imager | Li, Lele, Chen, Haihua, Guan, Lei | Freeboard, Ice Depth/Thickness, Ice Roughness, Sea Ice Elevation, Snow Depth, Brightness Temperature, Microwave Imagery | ||
| Improving Permafrost Modeling by Assimilating Remotely Sensed Soil | Zwieback, S., Westermann, S., Langer, M., Boike, J., Marsh, P., Berg, A. | 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) | ||
| Impact of assimilating sea ice concentration, sea ice thickness and snow depth in a coupled oceansea ice modelling system | Fritzner, Sindre, Graversen, Rune, Christensen, Kai H., Rostosky, Philip, Wang, Keguang | Freeboard, Ice Depth/Thickness, Ice Roughness, Sea Ice Elevation, Snow Depth | ||
| On the retrieval of sea-ice thickness using SMOS polarization differences | GUPTA, MUKESH, GABARRO, CAROLINA, TURIEL, ANTONIO, PORTABELLA, MARCOS, MARTINEZ, JUSTINO | Freeboard, Ice Depth/Thickness, Ice Roughness, Sea Ice Elevation, Snow Depth | ||
| Surface Energy Budgets of Arctic Tundra During Growing Season | El Sharif, Husayn, Zhou, Wenbo, Ivanov, Valeriy, Sheshukov, Aleksey, Mazepa, Valeriy, Wang, Jingfeng | Surface Pressure, Air Temperature, Specific Humidity, Surface Winds, Wind Speed, Geopotential Height, 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), Ecosystem Functions, Precipitation Amount, Radiative Flux, Maximum/Minimum Temperature, Terrestrial Ecosystems, Land Use/Land Cover Classification, Trace Gases/Trace Species, Soil Gas/Air |
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| Spatial and Temporal Variations in the Extent and Thickness of Arctic Landfast Ice | Li, Zixuan, Zhao, Jiechen, Su, Jie, Li, Chunhua, Cheng, Bin, Hui, Fengming, Yang, Qinghua, Shi, Lijuan | Freeboard, Ice Depth/Thickness, Ice Roughness, Sea Ice Concentration, Snow Density, Snow Depth | ||
| The role of GRACE total water storage anomalies, streamflow and rainfall in stream salinity trends across Australia's Murray-Darling Basin during and post the ... | Heimhuber, V., Tulbure, M.G., Broich, M., Xie, Z., Hurriyet, M. | 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) | ||
| Fine-scale oceanographic features characterizing successful Adelie penguin foraging in the SW Ross Sea | Ballard, G, Schmidt, AE, Toniolo, V, Veloz, S, Jongsomjit, D, Arrigo, KR, Ainley, DG | Brightness Temperature, Sea Ice Concentration, Sea Ice Concentration, Snow Depth, Snow Depth | ||
| Modeling the Seasonal Cycle of Iron and Carbon Fluxes in the Amundsen Sea Polynya, Antarctica | StLaurent, P., Yager, P. L., Sherrell, R. M., Oliver, H., Dinniman, M. S., Stammerjohn, S. E. | Brightness Temperature, Sea Ice Concentration, Sea Ice Concentration, Snow Depth, Snow Depth | ||
| Improving oil spill trajectory modelling in the Arctic | Nordam, Tor, Beegle-Krause, CJ, Skancke, Jrgen, Nepstad, Raymond, Reed, Mark | Brightness Temperature, Sea Ice Concentration, Sea Ice Concentration, Snow Depth, Snow Depth |