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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| Impacts of benchmarking choices on inferred model skill of the ArcticBoreal terrestrial carbon cycle | Poe, Jeralyn, Huntzinger, Deborah, Collier, Nathan, Schwalm, Christopher, Wells, Jon, Schadel, Christina, Riley, William J, Sitch, Stephen | Carbon, Cation Exchange Capacity, Organic Matter, 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, Primary Production, Respiration Rate, Biogeochemical Cycles, Carbon, Biomass, Canopy Characteristics | ||
| Impacts of multiple climate factors and vegetation changes on | Wang, Yanjun, Huang, Xiaorong, Ao, Yi | 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 | ||
| Improving Dryland Depth to Water Table Estimate Using an Integrated Model With Three Submodels | Chen, Shaohui | Land Surface Temperature, Emissivity, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff, Brightness Temperature, Surface Soil Moisture | ||
| Gross primary production variations dominate the response of Indian terrestrial carbon fluxes to global climatic phenomena | Singha Roy, Emili, Philip, Sajeev, Johnson, Matthew S., Baker, David F., Liu, Junjie, Basu, Sourish, Chevallier, Frederic, Jiang, Fei, Li, Xing, Liu, Zhiqiang, Miller, Scot M., Xiao, Jingfeng, Zeng, Ning | 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) | ||
| Heterogenous impact of China's place-based environmental regulations on | Cheng, Nieyan, Zhang, Wendong, Xiong, Tao | 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, Total Runoff | ||
| Initial assessment of all-season Arctic sea ice thickness from ICESat-2 | Petty, Alek, Cabaj, Alex, Landy, Jack C. | Freeboard, Ice Depth/Thickness, Snow Depth, VISIBLE IMAGERY, Ice Depth/Thickness | ||
| Mechanistic Modeling of Aedes aegypti Mosquito Habitats for | Yasanayake, C. N., Zaitchik, B. F., Gnanadesikan, A., Gardner, L. M., Shet, A. | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, 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, 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, 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, Snow/Ice, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) |
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| Land Cover Changes Redistribute China's Water Resources Through | An, Qiang, Liu, Liu, Staal, Arie, Yang, Kun, Cheng, Yongming, Liu, Jing, Huang, Guanhua | 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, Plant Phenology, Enhanced Vegetation Index (EVI) | ||
| Linking declared and undeclared water demands with climate variability to assess the sustainability of the Aculeo Lagoon in Central Chile | Alaniz, Alberto J., Pantoja, Matias, Vergara, Pablo M., Hidalgo-Corrotea, Claudia, Barrios-Saravia, Alexis, Valdes-Pineda, Rodrigo, Garcia-Chevesich, Pablo, Borquez, Cristian, Garate-Lagos, Jeremy | 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 | ||
| Lower growth and production of latewood intra-annual density fluctuations due to drought-triggered forest die-off | Camarero, J. Julio, Colangelo, Michele, Gazol, Antonio, Gonzalez de Andres, Ester, Valeriano, Cristina | 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 | ||
| Investigation of Arctic Cloud Properties and Surface Radiation Based on MOSAiC Shipborne Observations | Singh, Jayinder, Diao, Minghui, Desai, Neel, Shi, Yang, Liu, Xiaohong | Brightness Temperature, Sea Ice Concentration, Sea Ice Motion, Snow Depth | ||
| Mapping the spatio-temporal distribution of burned areas in the Amazon | Abid, Mohamed, Gonzalez, Jonatan A., de Rivera, Oscar Rodriguez, Moraga, Paula | Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Land Use/Land Cover Classification, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff, Burned Area, Emissivity |
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| 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 | ||
| 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 | ||
| Performance Evaluation and Spatiotemporal Dynamics of Nine Reanalysis | Liu, Yujie, Wang, Wen, Zhao, Tianqing, Huo, Zhiyuan | 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, Total Runoff, Average Flow, Average Flow, Precipitation, Snow/Ice, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) |
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| Quantifying the Impacts of Dynamic Lapse Regimes on Snow Simulations over Complex Terrains | Whitney, Kristen M., Kumar, Sujay V., Mocko, David M., Pflug, Justin M., Bolten, John D., Maina, Fadji Z., Wrzesien, Melissa L., Hain, Christopher R. | Snow Depth, Snow Water Equivalent | ||
| Quantifying the independent contributions of ecological restoration projects: An efficacy evaluation study of Yimeng Mountain | Ding, Honghao, Sun, Ranhao, Pang, Xixiang, Ding, Xiaodong, Jiang, Wenpeng | 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 | ||
| Nutritional consistency of macroalgae across a sea ice cover gradient along the Western Antarctic Peninsula | Oswalt, Hannah E., Amsler, Margaret O., Amsler, Charles D., Iken, Katrin, McClintock, James B., Klein, Andrew G., Galloway, Aaron W. E. | Brightness Temperature, Sea Ice Concentration, Sea Ice Motion, Snow Depth | ||
| Neural network-based snow depth retrieval from AMSR-2 brightness temperatures using ICESat-2 measurement as ground truth | Sun-Mack, Sunny, Hu, Yongxiang, Lu, Xiaomei, Chen, Yan, Omar, Ali | Atmospheric Water Vapor, Precipitation, Brightness Temperature, Sea Ice Concentration, Sea Ice Motion, Snow Depth, Terrain Elevation, Vegetation Height, Sea Ice Concentration, Snow Depth |
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| 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) | ||
| A multi-frequency altimetry snow depth product over Arctic sea ice | Carret, Alice, Fleury, Sara, Di Bella, Alessandro, Landy, Jack, Lawrence, Isobel, Kurtz, Nathan, Laforge, Antoine, Bouffard, Jerome, Parrinello, Tommaso | Freeboard, Ice Depth/Thickness, Ice Roughness, Sea Ice Elevation, Snow Depth | ||
| A Multi-Scale Comprehensive Evaluation for Nine Evapotranspiration Products Across Mainland China Under Extreme Climatic Conditions | Qian, Long, Wu, Lifeng, Dong, Ning, Dai, Tianjin, Yu, Xingjiao, Bai, Xuqian, Yang, Qiliang, Liu, Xiaogang, Chen, Junying, Zhang, Zhitao | 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, Surface Temperature, Humidity, Surface Winds, Precipitation Rate, Ground Water, Latent Heat Flux |
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