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.
Filters
| Title | Year Sort ascending | Author | Topic | Dataset |
|---|---|---|---|---|
| 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 | ||
| 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 | ||
| Water availability shapes temporal patterns of extrafloral nectar secretion and ant visitation to a Neotropical legume | Melati, B., Souza, C., Nogueira, A., Leal, L. 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, Tropopause, Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Sea Surface Temperature, Skin Temperature, Carbon Monoxide, Geopotential Height, Water Vapor Profiles, Cloud Liquid Water/Ice, Outgoing Longwave Radiation, Methane, Atmospheric Ozone, Skin Temperature, Specific Humidity, 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 |
|
|
| Introducing regularization constraints into combination of GRACE monthly terrestrial water storage changes | You, Wei, Qian, Ke, Ran, Jiangjun, Ditmar, Pavel | 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 | ||
| Implementing a dynamic root distribution scheme responsive to soil environment into NoahMPCrop: Improving simulations of soil water, crop growth, and energy ... | Meng, Huimin, Zhan, Chesheng, Hu, Shi, Li, Zhonghe, Lin, Zhonghui | 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 | ||
| Holistic Assessment of India's Water Security using coupled Climate-Human Intervention Models | Pathak, Shray, Jato-Espino, Daniel, Zevenbergen, Chris | 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 | ||
| Floods in 2025: Climate chronicles | Getirana, Augusto, Collins, Elyssa, Alcantara, Enner, Balsamo, Gianpaolo, Bates, Paul, Dube, Timothy, Marengo, Jose Antonio, Oki, Taikan, Wasko, Conrad | 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 | ||
| Short-term SAR change detection for soil moisture retrieval: A case study over Danish test sites. | Negre Dou, Miquel, Merryman Boncori, John Peter | 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 | ||
| Seasonal NDVI Shifts: Assessing Vegetation Responses to Hydro-Climatic Changes across Diverse Agro-Climatic Zones of India | Samykannu, Venkadesh, Goroshi, Sheshakumar, Palanisamy, Ramaraj, Pai, D.S., Mohapatra, Mrutyunjay | 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 | ||
| Artificial intelligence with earth observations provides continuous | Uddin, Shihab, Rajib, Adnan, Haider, M. Rezaul, Vanderhoof, Melanie, Luk Kim, I., Zhao, Lan | Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES, Burned Area, Reflectance, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation, Evapotranspiration, Latent Heat Flux |
|
|
| Assessing the Contribution of GRACE Data to Snow Water Equivalent Estimation in Comparison with Conventional Snow Measurement Techniques | Mohasseb, Hussein A., Yi, Shuang, Abd-Elmotaal, Hussein A., Abd-Elbaky, Mostafa | 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 | ||
| Advancing aquifer recharge forecasting through hybrid explainable AI and hydrological modeling | Sharma, Chetan, Basagaoglu, Hakan, Schmidt, Logan, Yoosefdoost, Icen, Wootten, Adrienne M., Bertetti, F. Paul, Sahinli, M. Arif, Arshad, Arfan, Samimi, Maryam, Sharp, John M., Yang, Changbing, Mirchi, Ali, Chakraborty, Debaditya | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| An Ecological Dipole in North American MastEating Small Mammal Dynamics | Barton, Jessica H., Widick, Ivy V., Zuckerberg, Benjamin, Strong, Courtenay, Jarzyna, Marta A., LaMontagne, Jalene M. | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| A Hybrid Physics-Guided Machine Learning for Soil Moisture Monitoring and Drought Assessment From CYGNSS in Complex Terrain | Rhadiouini, Charafa El, Jin, Shuanggen, Yeboah, Emmanuel, Sarfo, Isaac, Okrah, Abraham | 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, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Brightness Temperature, Surface Soil Moisture, Radar Cross-Section, Radar Reflectivity |
|
|
| A Python-Based Workflow for Producing Soil Electromagnetic Properties | Brownbridge, Todd R., Russo, Nicholas | 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 | ||
| Increasing carbon emissions despite declining burned area in the Northern Hemisphere wildfires | Shi, Rui, He, Yuhui, Guo, Ruitong, Wang, Xiaofan, Hou, Yaliang, Zhou, Yue, Niu, Xiaoying, Wen, Hui, Liu, Jun, Pu, Wei, Wang, Xin, Wu, Dongyou | 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 | ||
| Interacting effects of human presence and landscape modification on birds and mammals | Oliver, Ruth Y., Yanco, Scott W., Ellis-Soto, Diego, Jesmer, Brett R., Cohen, Juliet, Gao, Song, Patchett, Robert, Avgar, Tal, Bildstein, Keith, Bakner, Nicholas W., Barber, David, Barker, Kristin, Barnes, Joseph G., Bastille-Rousseau, Guillaume, Belant, Jerrold L., Benson, John F., Bety, Joel, Beyer, Dean E., Bird, David, Bowersock, Nathaniel, Boyce, Andy J., Carlson, Ben S., Casazza, Michael L., Chamberlain, Michael J., Cherry, Michael J., Collier, Bret A., Courtemanch, Alyson, Davidson, Sarah C., DeBloois, Darren, DeNicola, Vickie, DeSorbo, Christopher R., Dowler, Robert C., Dupont, Daniel, Elbroch, L. Mark, Elliott, John, Evans, Betsy A., Ford, W. Mark, Hancock, David, Hardesty-Moore, Molly, Hawley, Jason E., Jeffress, Mackenzie R., Jennings, Scott, Kauffman, Matthew J., Kays, Roland, Kelly, Marcella J., Kluever, Bryan M., Lamont, Myles, LaPoint, Scott, LaSharr, Tayler N., Lefebvre, Josee, Legagneux, Pierre, Loretto, Matthias-Claudio, Lumpkin, David, Martinez, Lindsay A., Marzluff, John M., McCauley, Douglas, McDuie, Fiona, Mong, Tony W., Monteith, Kevin L., Mueller, Thomas, Newediuk, Levi, Ortega, Anna C., Ossi, Federico, Overton, Cory, Perkins, J. Clint, Petroelje, Tyler R., Prugh, Laura, Sager-Fradkin, Kimberly A., Seer, Michael, Shawler, Avery L., Skalos, Shannon, Smiley, Rachel A., Sommerfeld, Julia, Stahler, Daniel R., Stephenson, John A., Stevens, Richard D., Svoboda, Nathan J., Therrien, Jean-Francois, Thomas, Phillipe J., VanAcker, Meredith, Vander Wal, Eric, Varland, Dan E., Verzuh, Tana L., Wagler, Brittany L., Warnock, Nils, Webb, Stephen L., Williams, Christopher K., Wilmers, Christopher C., Wolfson, David W., Young, Julie K., Rutz, Christian, Jetz, Walter | Maximum/Minimum Temperature, Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| Lagged climatic drivers of spongy moth (Lymantria dispar dispar) outbreaks revealed by satellite-based defoliation mapping | Scholl, Cameron J., Goodale, Christine L., Xu, Xiangtao | Maximum/Minimum Temperature, Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| 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 | ||
| Identification of dust aerosol source areas and transmission paths along the ChinaPakistan Economic Corridor | Han, Zhijuan, Liu, Jie, Ding, Jianli, Wu, Shu, Lu, Xixi, Hou, Xinlei, Zhao, Xiaonan, Yang, Jiahui | 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, Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Cloud Condensation Nuclei, Dust/Ash/Smoke, Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance | ||
| Identifying key management and environmental drivers of organic fertilizer-induced soil N2O emissions across North America: A meta-analysis | Leschinsky, Gary, Xia, Yushu | Precipitation Amount, Maximum/Minimum Temperature, Shortwave Radiation, Snow Water Equivalent, Vapor Pressure | ||
| Cover crop decomposition and nitrogen release over three years of precipitation variability in the Western Corn Belt | Almeida, Tauana F., Canisares, Lucas, Pesini, Gustavo, Robinson, Emily, Poffenbarger, Hanna, Koehler-Cole, Katja, Basche, Andrea | 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 | ||
| Daily stream water temperature modeling and forecasting for ungaged watersheds at the CONUS scale | Philippus, Daniel, Corona, Claudia R., Hogue, Terri S. | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| Deep LearningBased Streamflow Forecasting in a Snowmelt-Dominated Basin: A Regime-Aware Evaluation | Vazirian, Roya | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation |