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 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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| Modeling cropland conversion for conservation prioritization across the United States | Hovis, Ciara, Evans, Jeffery S., Kazanski, Clare, Martin, Brian H., Naugle, David E., Yacobson, Eugene, Fargione, Joseph | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| Modeling decadal snow and ice dynamics and their hydrological impacts in | Guojing, GAN, Jinglu, WU, Ruibiao, YANG, Yanchun, GAO, Beibei, SHEN | 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 | ||
| Leaf Shedding During Drought Reduces Hydraulic Stress in Trees | Quetin, G. R., Anderegg, L. D. L., Trugman, A. T. | 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, Ground Water | ||
| Improved Joint Estimation of Daily Actual Evapotranspiration and Gross Primary Production by Integrating Landsat, Sentinel-2, Sentinel-1, and Climate Data With Machine Learning | Chen, Jiang, Stoy, Paul C., Zhang, Zhou | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| Preventing subsoil enhanced nitrification to safeguard agroecosystem sustainability | Wang, Yao, Luo, Xin, Jobbagy, Esteban G., Basu, Nandita B., Zhang, Ganlin, Zheng, Yi, Gu, Baojing, Zhang, Shaoliang, Yu, Yiqi, Wang, Fenfang, Lu, Zeyang, Yan, Ruifeng, Chang, Scott X., Lu, Yonglong, Chen, Nengwang | 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 the changes in soil moisture caused by vegetation greening and climate change across different drought gradient in China | Zhao, Yinghan, Wang, Zijun, Wang, Zongsen, Xue, Tingyi, Liu, Yangyang, Wen, Zhongming, Hu, Ercha, Shi, Haijing, Wang, Zhenqian, Wang, Zhaoqi, Han, Peidong | 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 | ||
| Analysis of runoff dynamics and flood formation: An investigation through an explainable deep learning framework | Wang, Tian, Zhang, Lidan, Wang, Yuming, Zhou, Zhaoqiang, Dai, Yongjiu | 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, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Application of machine learning to improve reanalysis soil temperatures | Herrington, Tyler C., Erler, Andre R., Fletcher, Christopher G. | 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 | ||
| Assessing dominant uncertainties in future precipitation projections for a HurricaneProne region | Kaiser, Samiul, Ahmadisharaf, Ebrahim, Polatel, Ceyda, Villarini, Gabriele, Misra, Vasubandhu, Asefa, Tirusew, AghaKouchak, Amir | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| Assessing the impacts of urbanization and climate variability on | Shah, Adnan Abbas | Precipitation, Rain, Precipitation Amount, Precipitation Rate, Snow, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Ground Water, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Latent Heat Flux, Emissivity |
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| The HAND of flood mapping: multi-dimensional evaluation across data-rich and data-poor basins using existing maps, ground observations, and remote sensing data | Patel, Krutikkumar, Rajib, Adnan, Biswas, Nishan K, Liu, Zhu, Lofton, Esther N | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| The interplay of habitat quality and temperature shape demographic patterns of mule deer (Odocoileus hemionus) in North America | Janousek, William M., Johnston, Aaron N., Bullock, Sarah L., Dewey, Sarah R., Hall, L. Embere, Hayes, Teagan A., Huggler, Katey S., Kauffman, Matthew J., LaSharr, Tayler N., Lowrey, Blake, Jakopak, Rhiannon P., Monteith, Kevin L., Graves, Tabitha A. | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| The mental health toll of heat stress in India | Fritz, Manuela | 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, Aerosols, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 1.0), PARTICULATE MATTER (PM 10) |
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| Sinkhole risk forecasting in the Lithuania-Latvia Karst region using | Samalavicius, Vytautas, Bikse, Janis, Zaslavsky, Ilya, Lekstutyte, Ieva, Arustiene, Jurga, Zarzojus, Gintaras, Kunsakova, Assemzhan, Retike, Inga, Gadeikiene, Sonata, Gadeikis, Saulius | 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, Ground Water | ||
| Tropical Cyclone Exposure and Risk of Adverse Birth Outcomes in Urban and Rural Areas of Georgia | NING, XUEJUAN, Chen, Kai, Liew, Zeyan, Warren, Joshua L., Heo, Seulkee, Bell, Michelle L, Deziel, Nicole C | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| Reconstructing reservoir water levels using basin-scale GRACE TWS and | Besnier, Jessica, Getirana, Augusto, Biswas, Nishan Kumar, Lakshmi, Venkataraman | 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, Ground Water, Terrestrial Water Storage | ||
| RusWeather-GF: A gap-filled daily weather dataset for Russia (19802023) with integrated topographic data | Margarita, Tkachenko, Dmitriy, Fomin | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| Warm temperatures and severe fire drive a range contraction of an avian old-forest specialist in the Sierra Nevada, USA | Bielski, Luca, Keyser, Spencer R., Peery, M. Zachariah, Wood, Connor M. | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| Water tracer model-assessed contributions of source waters to changing | Park, Hotaek, Kim, Youngwook, Gibson, John, Hiyama, Tetsuya | 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 novel classifier-guided ensemble framework for global terrestrial evapotranspiration estimates | Ni, Le, Wang, Weiguang, Fu, Jianyu, Cao, Mingzhu | 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, Land Use/Land Cover Classification |
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| Transfer Learning for TransformerBased Drought Forecasting Across Diverse Precipitation Products in India | Pathania, Ashish, Gupta, Vivek | 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, 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 Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) |
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| Forecasting Soil Acidification Risk from Wet Deposition Using Deep Learning | Kapilavai, Anjali, Feng, Edwin | Maximum/Minimum Temperature, Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| Geodetic evidence of water mass loss from global navigation satellite system measured land uplift in Turkiye | Ansari, Kutubuddin, Kaykc, Emine Tanr | 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, Terrestrial Water Storage, Ground Water, Glacier Mass Balance/Ice Sheet Mass Balance | ||
| Divergent population trajectories despite similar response to temperature in a widespread aerial insectivore | Taff, Conor C., Shipley, J. Ryan, Ardia, Daniel R., Aborn, David, Albert, Lauren, Belisle, Marc, Belmaker, Amos, Berzins, Lisha L., Blake, Tricia, Bonier, Frances, Brewer, Hannah C., Butler, Michael W., Cameron, Kyle, Case, Samuel B., Chang van Oordt, David, Clark, Robert G., Clotfelter, Ethan D., Cox, Amelia R., Dawson, Russell D., Derryberry, Elizabeth P., Diaz Bohorquez, Ana M., Dunn, Peter O., Ferretti, Valentina, Forsman, Anna M., Fuirst, Matthew, Garant, Dany, Garrett, Daniel R., Gutierrez, Jessica, Hagelin, Julie C., Hardt, Braelei M., Harris, Mercy E., Horton, Kyle, Houle, Carolyne, Houtz, Jennifer L., Jones, Patricia L., Jordan, Kimberley C., Kindel, Amanda S., Klaver, Robert, Knutie, Sarah A., Lauck, Katherine S., Lombardo, Michael P., Lougheed, Stephen C., Love, Ashley C., Mackenzie, Stuart A., McCarty, John P., McKellar, Ann E., Mejia, Nicole, Morrissey, Christy A., Nahom, Mia L., Norris, D. Ryan, Para, Lillian M., Pelletier, Fanie, Porter, Cody K., Rendell, Wallace B., Riddell, Eric A., Rivers, James W., Robertson, Raleigh J., Rose, Alexandra, Rosvall, Kimberly A., Ryan, Thomas A., Shannon, Ryan P., Shutler, Dave, Simons, Victoria F., Stanback, Mark, Tarwater, Corey E., Thorpe, Patrick A., Tingley, Morgan W., Tischer, Christine L., Tonelli, Benjamin A., Truan, Melanie L., Twining, Cornelia W., Uehling, Jennifer J., Vleck, Carol, Vleck, David, Watson, Michael L., Wheelwright, Nathaniel T., Whittingham, Linda A., Winkler, David W., Youngflesh, Casey, Zimmer, Cedric, Vitousek, Maren N. | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| Divergent regional trends in alpine tundra productivity linked to changes in snow-free season length and summer warming | Moore, Miles A, Emery, Nancy C, Elmendorf, Sarah C | 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, Ground Water |