Delivery of new Suomi National Polar-orbiting Partnership (Suomi NPP) satellite observations will cease on November 2, 2026. Data users should transition now to alternative products from NOAA-21 and NOAA-20.
Suomi NPP data announcement
Publications Citing Snow Water Equivalent Data
List of peer-reviewed publications that cite using Snow Water Equivalent data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| A novel framework for modeling monthly building energy consumption at the mesoscale community level during the zoning phase | Lin, Qi, Guan, ChengHe | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| Al-Based LVB's Water Storage Products | Awange, Joseph L. | 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 | ||
| An ecological cascade links climatic variability to avian irruptions and zoonotic salmonellosis outbreaks | Tonelli, Benjamin A., Youngflesh, Casey, Tingley, Morgan W. | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation, Forest Management | ||
| A new, long-term root zone soil moisture dataset for operational agricultural drought monitoring over Africa | Maidment, Ross I., Quaife, Tristan, Pinnington, Ewan, Black, Emily, Ejigu, Amsalework, Kumar, Dhirendra, Thomas, Simon | 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, Root Zone Soil Moisture, Surface Soil Moisture |
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| Public pool usage as adaptation against urban heat | Borsky, Stefan, Fesselmeyer, Eric | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| Revealing park visitation under dual environmental threats in a socially stratified city: Evidence from smartphone mobility data in Dallas | Gong, Wenjing, Wu, Ling, Zhu, Chunwu, Song, Yang, Ye, Xinyue | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| Rainforest Monitoring Using Deep Learning and Short Time Series of | Dal Molin, Ricardo, Thirion-Lefevre, Laetitia, Guinvarch, Regis, Rizzoli, Paola | 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 | ||
| Quantifying SnowGround Backscatter Uncertainty: A Bayesian Approach Using Multifrequency SAR and In-Situ Observations | Rai, Ashwani, Barros, Ana P. | Snow Density, Snow Depth, Snow Grain Size, Snow/Ice Temperature, Snow Stratigraphy, Snow Water Equivalent, Liquid Water Content, Snow Density, Snow Depth, Snow Grain Size, Snow/Ice Temperature, Snow Stratigraphy, Snow Water Equivalent | ||
| Remote control of North China autumn rainfall by Tibetan Plateau soil conditions | Mi, Jiaqin, Xie, Yongkun, Bao, Zhongrui, Zhao, Min, Su, Zifan | 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 |
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| A climate-informed statistical framework to indirectly estimate trends in future seasonal high flows in snow-dominated watersheds using short-term climate variability indices | Gonzalez-Mora, Andres F., Foulon, Etienne, Rousseau, Alain N. | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| A Decadal Survey of the Near-Surface Seismic Velocity Response to Hydrological Variations in Utah, United States | Feng, KuanFu, Denolle, Marine, Lin, FanChi, van Dam, Tonie | Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Evaporation, Evapotranspiration, Rain, Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content, Soil Temperature, Albedo, Land Surface Temperature, Snow Water Equivalent, Runoff | ||
| Temporal evolution and origin of radionuclide fallout and contaminants recorded in sediment from the Kerguelen Archipelago fjord system | Xu-Yang, Yangjunjie, Evrard, Olivier, Foucher, Anthony, Chaboche, Pierre-Alexis, Lefevre, Irene, Taraconat, Nirina, Kobler, Judith, Alewell, Christine, Merchel, Silke, Steier, Peter, Michel, Elisabeth, Thiebault, Thomas, Chapron, Emmanuel, Chassiot, Leo, Ayrault, Sophie | 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 | ||
| Stagewise crop yield prediction with multisource functional indices | Zou, Jing, Okhrin, Ostap | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| Synergizing Machine Learning and Hydrological Model to Enhance Water Availability and Demand Forecasting in Godawari, Nepal | Agaasti, Mukunda Prasad, Shrestha, Sahil, Regmi, Ram Krishna, Poudel, Govinda Prasad, Karki, Bhesh Kumar, Paudel, Shukra Raj | 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 | ||
| Stratified mortality risk estimation across the ozone distribution: interactions with PM2.5, NO2, and population characteristics | Wendt Hess, Judy, Chan, Wenyaw | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation, Particulate Matter, Particulates, Nitrogen Dioxide | ||
| Spatiotemporal mapping of invasive yellow sweetclover blooms using Sentinel-2 and high-resolution drone imagery | Saraf, Sakshi, John, Ranjeet, Kolluru, Venkatesh, Jain, Khushboo, Henebry, Geoffrey M., Chen, Jiquan, Lafortezza, Raffaele | Precipitation Amount, Maximum/Minimum Temperature, Shortwave Radiation, Snow Water Equivalent, Vapor Pressure, Albedo, Snow Cover | ||
| Spatiotemporal assessment of actual evapotranspiration using remote sensing-based PySEBAL model over lowland rice irrigation scheme in the Philippines | Felipe, Alvin John B., Saludes, Ronaldo B., Lampayan, Rubenito M., Relativo, Patrick Lemuel P. | 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 | ||
| Understanding multi-hazard risk for U.S. coastal cities | Poudel, Subash, Bista, Sunil, Bhattarai, Saurav, Sharma, Sanjib, Talchabhadel, Rocky | Maximum/Minimum Temperature, Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| The trend and interannual variability in the global terrestrial | Chen, Huiling, Zhang, Kun, Zhu, Gaofeng, Fan, Lei, Li, Xin, Wang, Yunquan, Wang, Xufeng, Shang, Shasha, Jia, Jia, Zhu, Yongtai, Xiao, Jingfeng | 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 | ||
| Tracking seasonal variability in plant traits from spaceborne PRISMA and | Ji, Fujiang, Zheng, Ting, Shiklomanov, Alexey N., Yang, Ruqi, Townsend, Philip A., Li, Fa, Hao, Dalei, Dashti, Hamid, Kovach, Kyle R., You, Hangkai, Zhou, Junxiong, Chen, Min | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Albedo, Anisotropy, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| Trend shifts and hydroclimatic drivers of Caspian Sea Level (20032024) revealed by GRACE and multi-source observations | Wang, Mengxuan, Vigo, M. Isabel, Garcia-Garcia, David, Vargas-Alemany, Juan Adrian | 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 | ||
| A large-scale, multitask, multisensory dataset for climate-aware crop monitoring in the US from 20182022 | Hohl, Adrian, Ofori-Ampofo, Stella, Fernandez-Torres, Miguel-Angel, Kuzu, Rdvan Salih, Zhu, Xiao Xiang | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| The interaction between vegetation greenness and hydro-climatic factors in China | Xu, Yuyue, Liao, Jiangling, Liu, Qing, Li, Yuchen, Pi, Junzheng, Ke, Chang-Qing, Chen, Jianli, Pan, Hang, Wang, Lixin, He, Liyin, Yao, Ling, Zhou, Chenghu | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), 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 | ||
| The ISIMIP groundwater sector: a framework for ensemble modeling of global change impacts on groundwater | Reinecke, Robert, Akhter, Tanjila, Bathge, Annemarie, Dietrich, Ricarda, Gnann, Sebastian, Gosling, Simon N., Grogan, Danielle, Hartmann, Andreas, Kollet, Stefan, Kumar, Rohini, Lammers, Richard, Liu, Sida, Liu, Yan, Moosdorf, Nils, Naz, Bibi, Nazari, Sara, Orazulike, Chibuike, Pokhrel, Yadu, Schewe, Jacob, Smilovic, Mikhail, Strokal, Maryna, Thiery, Wim, Wada, Yoshihide, Zuidema, Shan, de Graaf, Inge | Glacier Ablation, Glacier Accumulation, Glacier Area, Glacier Mass, Glacier Melt, Glacier Refreeze, Glacier Runoff, 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 | ||
| The subseasonal evolution of Indian rainfall dipole and its local impact in recent decades | Sarat, C., Venugopal, V., Muddu, Sekhar | 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 |