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
Access publications citing NASA Earth science data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| Integrating machine learning models to map springshed potential zones using key environmental variables in high-altitude Himalayan terrain | Kadaverugu, Rakesh, Dhole, Asha, Nidheesh, P. V. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Integrating Satellite Retrievals, Numerical Models, and Machine Learning for Global Groundwater Recharge Estimation | Soylu, M. E., Entekhabi, D., Bras, R. L. | Precipitation, Rain, Precipitation Amount, Precipitation Rate, Snow | ||
| Integrating tree species composition with height-driven allometry for enhanced aboveground biomass mapping | Liu, Pan, Ren, Chunying, Wang, Yeqiao, Xi, Yanbiao, Ren, Huixin, Xia, Chenzhen, Yang, Guang, Jia, Mingming, Wang, Zongming | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Intensified drought and vegetation-specific responses in the Tianshan Mountains, Central Asia | Wang, Huaijun, Chen, Yaning, Ren, Liang, Li, Zhi, Feng, Ru, Ren, Zhiguo, Li, Yuanqiao, Yang, Yaxue, Pan, Yingping | Vegetation Index, Normalized Difference Vegetation Index (NDVI) | ||
| Mapping Paddy Rice Cropping Intensity and Planting Dates in Monsoon Asia at 20 m Resolution during 20182021 from Multi-source Satellite Data | Chen, Yongzhe, Liang, Shunlin, Liu, Jia, Ma, Han, Li, Wenyuan, Sucharitakul, Phuping, Luo, Ning, Chen, Zhongxin, Fang, Husheng, Zhang, Fengjiao, Xu, Jianglei | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | ||
| Mapping Quartz and Feldspar Areal Abundance and Grain Sizes Using Integrated VTIR Data | Grant, Kathleen, Brodrick, Philip G., Perez GarciaPando, Carlos, Goncalves Ageitos, Maria, Celestian, Aaron J., West, A. Joshua | Emissivity, Vegetation Index, Snow Cover, Emissivity, Vegetation Index, Snow Cover, Land Surface Temperature |
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| Mapping sea ice concentration using Nimbus-5 ESMR and local dynamical tie points | Tellefsen, Emil Haaber, Tonboe, Rasmus Tage, Kolbe, Wiebke Margitta | Brightness Temperature | ||
| Mapping spatiotemporal variability of vegetation and climate sensitivity in northern Iran using google earth engine | Mehrjou, Mehrdad, Ahmadi, Hassan | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity | ||
| Mapping the global development likelihood of wastewater treatment plants using a novel positive-unlabeled deep neural network | Li, Wenkai, Liu, Hongliang, Li, Mingxuan | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification | ||
| Mapping the local effectiveness of mass drug administration for malaria using transportability methods | Roh, Michelle E., Tong, Yanwei, Heitmann, Gabriella Barratt, Jia, Junran, Ba, El-hadji Konko Cire, Ndiaye, Jean Louis, Fogelson, Ari, Milligan, Paul, Seck, Amadou, Diallo, Abdoulaye, Lo, Aminata Colle, Baiocchi, Michael, Gosling, Roly, Bennett, Adam, Hsiang, Michelle S., Benjamin-Chung, Jade | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity, Land Surface Temperature | ||
| Mapping vegetation loss and associated carbon emission estimates in cocoa landscapes of Cote d'Ivoire: Spatial insights for sustainable interventions | Aja, Daniel, Sylvester, Janelle M., Vanegas, Martha, Castro-Nunez, Augusto | Photosynthesis, Primary Production, Vegetation Productivity, Biomass, Forests, Grasslands, Alpine/Tundra | ||
| Marine heatwave in the Bohai-Yellow Seas enhanced the July 2025 rainstorm in Beijing and its surrounding areas | Yang, Mengzhou, Zhao, Ning, Wang, Shuya, Li, Shixue, Zhou, Xiaohui, Qiao, Yu-Xiang, Lu, Er | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Sea Ice Concentration, Sea Surface Temperature, Sea Ice Concentration, Sea Surface Temperature |
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| Marine Heatwaves Have Increased in Frequency, Duration, and Depth Across Southeast Asia | Gulakaram, Venkata Sai, Samanta, Dhrubajyoti, Horton, Benjamin P., Morgan, Kyle | Population | ||
| Measurement report: Insights into the high temporal variability of atmospheric carbon dioxide (CO2) at a suburban station in the Indo-Gangetic Plain | Vazhathara, Vimal Jose, Kunchala, Ravi Kumar, Philip, Sajeev, Rathore, Jaswant, Ganguly, Dilip, Dey, Sagnik, Nakayama, Tomoki, Matsumi, Yutaka, Patra, Prabir K. | Carbon Flux, Albedo, Anisotropy, Reflectance | ||
| Mechanisms driving transport and accretion of mud from channels to islands in a riverdominated delta | Nghiem, Justin A., Salter, Gerard, Li, Gen K., Wright, Kyle, Passalacqua, Paola, Lamb, Michael P. | Surface Water Processes/Measurements, Water Channels, Sediment Transport, Sediments, Water Pressure, Turbidity, Sedimentation, Surface Pressure, Sedimentation, Discharge/Flow, Wetlands, Deltas, Digital Elevation/Terrain Model (DEM), Coastal Elevation |
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| Mechanistic dichotomy in permafrost thaw between Alaska and the Qinghai-Tibet Plateau | Li, Guanji, Zhang, Mingyi, Pei, Wansheng, Bai, Ruiqiang, Zhou, Yanqiao, Wang, Jiwei, Yang, Xiaoman | Vegetation Index, Normalized Difference Vegetation Index (NDVI) | ||
| Methods for substituting onsite ambient ultraviolet radiation measurements for personal exposure studies | Lubitz, F., Helletzgruber, S., Danhel, H., Radmanovac, D., Dzwonek, A., Kitz, E., Weihs, P., Schmalwieser, A. W. | Ultraviolet Radiation | ||
| Microphysical properties of various precipitation systems worldwide classified via objective methods based on dual-frequency precipitation radar observations | Zhang, Yujia, Zhang, Xiaodong, Ni, Xiang | Atmospheric Water Vapor, Precipitation, RADAR | ||
| Migration routes of three closely related species lead to different non-breeding regions with contrasting environmental conditions | Rime, Yann, Lutgen, Dave, Peter, Aron, Alaei Kakhki, Niloofar, Illa, Marc, Wong, Joanna B., Hauser, Gilles, Pilati, Marco, Andriopoulos, Pavlos, Sjoberg, Sissel, Sandor, Attila D., Burri, Reto | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Model-Based Data Integration Improves Species Distribution Models for | Makinen, Jussi, Cohen, Jeremy, Jetz, Walter | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Model-Based Spatial Data Fusion | Gelfand, Alan E., Schliep, Erin M. | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | ||
| Intensifying precipitation extremes and landslide susceptibility using machine learning in the Upper Ganga Sub-Basin, India | Upadhyaya, Anup, Rai, Abhishek Kumar | Population, Reforestation, Terrestrial Ecosystems, Permafrost, Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Growth/Melt, Ice Roughness, Ice Temperature, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Reflectance, Sea Ice Motion, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice, Snow Cover, Landslides, Aeolian Landforms, Coastal Landforms, Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms, Land Use/Land Cover Classification, Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Terrain Elevation, Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Roughness, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Sea Ice Motion, Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes, Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice | ||
| 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 | ||
| Interannual variations in terrestrial carbon uptake are dominated by temperature and the vapor pressure deficit rather than water availability | Jiang, Dong, Yu, Zhe, Wang, Jianhua, Hao, Mengmeng, Zhang, Xingxing, Yan, Xiaoxi, Liu, Jinglei, Li, Zhaoxing, Liu, Zhaofei | Land Use/Land Cover Classification, Gross Primary Production (gpp), Vegetation Cover, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Primary Production | ||
| Intercalibration of the newest Microwave Radiation Imagers onboard the Chinese Fengyun-3 satellites | Tang, Wenbin, Zhou, Ji, Wang, Ziwei | Atmospheric Water Vapor, Precipitation |