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.
Filters
| Title | Year Sort ascending | Author | Topic | Dataset |
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| Permafrost, Peatland, and Cropland Regions Are Key to Reconciling North | Foster, Kelsey T., Sun, Wu, Merder, Julian, Hararuk, Oleksandra, Kurz, Werner A., Malhotra, Avni, Metsaranta, Juha, Nesdoly, Andrea, Sinha, Eva, BondLamberty, Ben, Huntzinger, Deborah, Natali, Susan M., Schwalm, Christopher, Michalak, Anna M. | Precipitation Amount, Alpine/Tundra, Biomass, Forests, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Cover, Permafrost, NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Depth, Soil Moisture/Water Content, Soil Respiration, Gross Primary Production (gpp), Snow Depth, Atmospheric Carbon Dioxide, Surface Temperature, Land Use/Land Cover Classification, Land Use Classes, Albedo | ||
| Monsoon-Frontal Interactions Drive Cyclone Biparjoy's Wake Recovery in | Kerhalkar, Siddhant, Kannad, Ankitha, Kinsella, Alex, Tandon, Amit, Sprintall, Janet, Lee, Craig 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), Ocean Currents | ||
| Multi-Physics Data Assimilation Framework for Remotely Sensed Snowpacks | Shrestha, Prabhakar, Barros, Ana P. | Snow Density, Snow Depth, Snow Grain Size, Snow/Ice Temperature, Snow Stratigraphy, Snow Water Equivalent, Atmospheric Pressure, Atmospheric Temperature, Longwave Radiation, Relative Humidity, Shortwave Radiation, Soil Moisture/Water Content, Soil Temperature, Wind Direction, Wind Speed, Reflectance, Specific Surface Area | ||
| Multiscale analysis of existing actual evapotranspiration products over | Etchanchu, Jordi, Demarty, Jerome, Dezetter, Alain, Farhani, Nesrine, Thiam, Pape Biteye, Allies, Aubin, Bodian, Ansoumana, Boulet, Gilles, Chahinian, Nanee, Diop, Lamine, Mainassara, Ibrahim, Ndiaye, Pape Malick, Ollivier, Chloe, Olioso, Albert, Roupsard, Olivier | 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, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Infiltration, Soil Infiltration, 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 |
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| Predicting Freeze-Thaw States in Alaska Permafrost Landscapes using | Ahajjam, A., Soaper, M., Chance, R., Chandler, J., Pasch, T. | 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, 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, Total Ozone, 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), Brightness Temperature, Transition Direction |
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| Potential of long-term satellite observations and reanalysis products for characterising soil drying: trends and drought events | Hirschi, Martin, Stradiotti, Pietro, Crezee, Bas, Dorigo, Wouter, Seneviratne, Sonia I. | 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) | ||
| Substantial short-term increases in brown macroalgal cover and total macroalgal biomass with decreased sea ice on the Western Antarctic Peninsula | Amsler, CD, Amsler, MO, Klein, AG, McClintock, JB, Iken, K, Galloway, AWE | Brightness Temperature, Sea Ice Concentration, Sea Ice Motion, Snow Depth | ||
| Spire Near-nadir GNSS-R for Sea Ice Detection: First Results | Li, Ming, Zhang, Jiahua, Weiss, Jan-Peter, Braun, John J., Gullotta, William, Sleziak-Sallee, Maggie | Brightness Temperature, Sea Ice Concentration, Freeboard, Ice Depth/Thickness, Ice Roughness, Snow Density, Snow Depth | ||
| Spatiotemporal Patterns of Intermittent Snow Cover From PlanetScope Imagery Using Deep Learning | Wang, Zhaocheng, Jaya Baskar, Jaya Venkatesh, Sistla Naga Sai, Maneesh Sarma, Svoma, Bohumil, Vivoni, Enrique R. | Snow Cover, Snow Depth | ||
| Spatial prediction of InSAR-derived hillslope velocities via deep learning | He, Jun, Tanyas, Hakan, Dahal, Ashok, Huang, Da, Lombardo, Luigi | 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 | ||
| Spatiotemporal analysis of sea ice in the Weddell Sea of Antarctic based | Ding, Y. R., Liu, X., Dai, X. F., Yang, Y., Yin, G. Y., Sun, H. P., Guo, J. Y. | Brightness Temperature, Sea Ice Concentration, Snow Cover, Sea Ice Motion, Snow Depth |
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| Spatiotemporal trends of compound extremes and their impacts in Southeast Asia from 1983 to 2022 | Jian, Wei, Lestari, Diah Valentina, Lo, Edmond Yatman | 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), Vertical Profiles, Ozone Profiles |
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| Snow depth measurements from Arctic tundra and boreal forest collected during NASA SnowEx Alaska campaign | Stuefer, Svetlana L., Hale, Katherine, May, Lora D., Mason, Megan, Vuyovich, Carrie, Marshall, Hans-Peter, Vas, Dragos, Elder, Kelly | Digital Elevation/Terrain Model (DEM), Snow Depth, Vegetation Height, WETNESS, Forest Composition/Vegetation Structure, Liquid Water Content, Snow Density, Snow Depth, Snow Grain Size, Snow/Ice Temperature, Snow Stratigraphy, Snow Water Equivalent | ||
| Space-time explainable modelling of regional hillslope deformation, an | He, Jun, Tanyas, Hakan, Huang, Da, Lombardo, Luigi | 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 | ||
| Spatial disaggregation of coarse-scaled gridded rainfall data using open-source earth observation in a semi-arid region for water resources management | Karan, Kunal, Singh, Dharmaveer, Laskar, Amzad Hussain, Noble, Jacob, Kumar, Nikhil, Chatterjee, Debrupa, Wilson, John P. | 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 | ||
| The impact of rainfall value on the accuracy of the SCS-CN model: selection of model parameters | Sun, Qiang, Liu, Jiahao | 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, Skin Temperature, Sea Surface Skin Temperature, 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, Air Temperature, Specific Humidity, Water Vapor, Precipitation Rate, 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 |
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| Visitor Dynamics under Disturbance: Exploring the Interplay of Air Quality, Wildfires, and US National Park Visitation Patterns | Yu, Hong-Wen, Liu, Wan-Yu | 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 | ||
| Wildfires offset the increasing but spatially heterogeneous Arcticboreal CO2 uptake | Virkkala, Anna-Maria, Rogers, Brendan M., Watts, Jennifer D., Arndt, Kyle A., Potter, Stefano, Wargowsky, Isabel, Schuur, Edward A. G., See, Craig R., Mauritz, Marguerite, Boike, Julia, Bret-Harte, M. Syndonia, Burke, Eleanor J., Burrell, Arden, Chae, Namyi, Chatterjee, Abhishek, Chevallier, Frederic, Christensen, Torben R., Commane, Roisin, Dolman, Han, Edgar, Colin W., Elberling, Bo, Emmerton, Craig A., Euskirchen, Eugenie S., Feng, Liang, Gockede, Mathias, Grelle, Achim, Helbig, Manuel, Holl, David, Jarveoja, Jarvi, Karsanaev, Sergey V., Kobayashi, Hideki, Kutzbach, Lars, Liu, Junjie, Luijkx, Ingrid T., Lopez-Blanco, Efren, Lunneberg, Kyle, Mammarella, Ivan, Marushchak, Maija E., Mastepanov, Mikhail, Matsuura, Yojiro, Maximov, Trofim C., Merbold, Lutz, Meyer, Gesa, Nilsson, Mats B., Niwa, Yosuke, Oechel, Walter, Palmer, Paul I., Park, Sang-Jong, Parmentier, Frans-Jan W., Peichl, Matthias, Peters, Wouter, Petrov, Roman, Quinton, William, Rodenbeck, Christian, Sachs, Torsten, Schulze, Christopher, Sonnentag, Oliver, St. Louis, Vincent L., Tuittila, Eeva-Stiina, Ueyama, Masahito, Varlagin, Andrej, Zona, Donatella, Natali, Susan M. | Precipitation Amount, Alpine/Tundra, Biomass, Forests, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Cover, Permafrost, NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Depth, Soil Moisture/Water Content, Soil Respiration, Gross Primary Production (gpp), Snow Depth, Atmospheric Carbon Dioxide, Surface Temperature, Respiration Rate, Carbon Flux | ||
| Vegetation structure and phenology primarily shape the spatiotemporal pattern of ecosystem respiration | Zhao, Cenliang, Zhu, Wenquan | Precipitation Amount, Alpine/Tundra, Biomass, Forests, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Cover, Permafrost, NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Depth, Soil Moisture/Water Content, Soil Respiration, Gross Primary Production (gpp), Snow Depth, Atmospheric Carbon Dioxide, Surface Temperature, Land Surface Temperature, Emissivity, Leaf Characteristics, Photosynthetically Active Radiation, Reflectance, Anisotropy |
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| using spaceborne lidar for snow depth retrievals: recent findings and utility for hydrologic applications | Fair, Zachary, Vuyovich, Carrie, Neumann, Thomas, Pflug, Justin, Shean, David, Enderlin, Ellyn M., Zikan, Karina, Besso, Hannah, Lundquist, Jessica, Deschamps-Berger, Cesar, Treichler, Desiree | Snow Water Equivalent, Digital Elevation/Terrain Model (DEM), Snow Depth, Vegetation Height, VISIBLE IMAGERY | ||
| 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 | ||
| Tundra recovery post-fire in the YukonKuskokwim Delta, Alaska | Clayton, Leah K, Schaefer, Kevin, Hoy, Elizabeth E, Elder, Clayton D, French, Nancy H F, Frost, Gerald V, Wig, Elizabeth, Lee, Xuhui | Soil Depth, Active Layer, Soil Moisture/Water Content, RIVER/LAKE ICE BREAKUP, River Ice Depth/Extent, Plant Phenological Changes, Snow Depth, Range Changes, Vegetation Species, Rural Areas, Conservation, Vulnerable Populations, Use/Feeding Habitats, Active Layer, Permafrost, Permafrost, PERMAFROST MELT | ||
| The Negative ElevationDependent Pattern of NonGrowing Season CO2 Loss From Alpine Frozen Ground | Deng, Zhaoheng, Fan, Jiabin, Wei, Da, Qi, Yahui, Tao, Jing, Wang, Zhuangzhuang, Hua, Liqin, Wang, Xiaodan | Precipitation Amount, Alpine/Tundra, Biomass, Forests, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Cover, Permafrost, NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Depth, Soil Moisture/Water Content, Soil Respiration, Gross Primary Production (gpp), Snow Depth, Atmospheric Carbon Dioxide, Surface Temperature | ||
| Transient modeling and control strategies for WT-PV integrated hydrogen production system | Zhang, Xiyuan, Wang, Bowen, Zhang, Fan, Wu, Kangcheng, Li, Ye, Li, Bin, Jiao, Kui | 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) | ||
| 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 |