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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| CADF-Net: A Conflict-Aware Adaptive Distillation Network for Fusing Multi-Source Land-Cover Products for Key Vegetation Classes in Cross-Border Regions | Zhang, Yubo, Fu, Long, Li, Zehong, Yang, Yuanyuan, Chen, Hongbing, Zhang, Shuwen | Land Use/Land Cover Classification, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Calibration and Evaluation of GPM Satellite Rainfall for Estimating Annual Maximum Rainfall at Ungauged Sites in the Rea Watershed | Udara, I Gusti Ngurah Ketut, Sulistiyono, Heri, Hartana | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | ||
| Cloud gap filling for continuous normalized difference snow index snow cover using the dynamic seasonally recurrent snow depletion pattern over a mountainous watershed | Woodruff, C.D., Qualls, R.J., Humes, K.S. | Snow Cover | ||
| Cloud liquid water path detectability and retrieval accuracy from airborne passive microwave observations over Arctic sea ice | Risse, Nils, Mech, Mario, Prigent, Catherine, Muller, Joshua J., Crewell, Susanne | Atmospheric Water Vapor, Precipitation, Brightness Temperature | ||
| Cloud-Top Relative Humidity Modulates Aerosol Effects Across Marine | Liu, Fan, Mao, Feiyue, Pan, Zengxin, Rosenfeld, Daniel, Gong, Wei, Zang, Lin | Dust/Ash/Smoke, Carbonaceous Aerosols, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Dimethyl Sulfide, Aerosol Particle Properties, Particulate Matter, Aerosols, Surface Pressure, Pressure Thickness, Relative Humidity, Sea Salt, Black Carbon, Air Mass/Density | ||
| Cloudburst or hybrid phenomenon? Dissecting the Dharali flood disaster of 2025 | Vijayalekshmi, Gopika, Goel, N. K., Arora, Manohar, Sharma, M. L., Narayanan, R. Unni, Vishnoi, R. K. | Root Zone Soil Moisture, Surface Soil Moisture | ||
| CloudViT: exploring cloud type classification with vision transformers in global satellite data | Lenhardt, Julien, Quaas, Johannes, Sejdinovic, Dino, Klocke, Daniel | Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance, Transmittance, Clouds, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Precipitable Water, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Cloud Types | ||
| CLUES A Comprehensive Workflow for Integrating Geospatial Data in Biomedical Research | Jentsch, Marcel, Polemiti, Elli, Renner, Paul, Hese, Soren, Schepanski, Kerstin, Eils, Roland, Marquand, Andre, Twardziok, Sven, Schumann, Gunter, Aden, Rieke, Agunbiade, Kofoworola, Andreassen, Ole A., Ask, Helga, Athanasiadis, Anastasios-Polykarpos, Banaschewski, Tobias, Bernas, Antoine, Bottger, Sarah J., Brandlistuen, Ragnhild, Calhoun, Vince D., Chang, Xiao, Chen, Di, Christmann, Nina, Claus, Isabelle, Clinton, Nicholas, Dai, Yuxiang, Desrivieres, Sylvane, Eiroa-Orosa, Francisco Jose, Feixas, Guillem, Fernandez-Cabello, Sara, Forstner, Andreas J., Gallego, Jaime, Heilmann-Heimbach, Stefanie, Heinz, Andreas, Hitchen, Esther, Hoffmann, Per, Holz, Nathalie, Itatani, Reiya, Janson, Karina, Jia, Tianye, Jirsa, Viktor, Kebir, Hedi, Kjelkenes, Rikka, Kohler, Vanessa, Lett, Tristram A., Li, Yuzhu, Mathey, Carina M., Meyer-Lindenberg, Andreas, Miller, Abigail J., Nees, Frauke, Neidhart, Maja, Novarino, Gaia, Nothen, Markus M., Ogoh, George, Patraskaki, Myrto, Pearmund, Charlie, Petkoski, Spase, Ralser, Markus, Rapp, Michael A., Roy, Jean-Charles, Schikowski, Tamara, Schmitt, Karen, Schwalber, Ameli, Schwarz, Emanuel, Schutz, Tatjana, Seefried, Beke, Serin, Emin, Slater, Mel, Sommer, Peter, Spanlang, Bernhard, Stahl, Bernd C., Taron, Ulrike H., Thompson, Paul, Tost, Heike, Tschorn, Mira, Vaidya, Nilakshi, van der Meer, Dennis, Walter, Henrik, Westlye, Lars T., Wilbertz, Johannes H., Xia, Yunman, Young, Allan H., Yu, Xinyang, Yuan, Jiacan, Zhang, Yanqing, Zhang, Zuo | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Co-occurrence patterns of malnutrition indicators among children in sub-Saharan Africa | Seiler, Johannes, Muller, Benjamin, Gunther, Isabel, Wetscher, Mattias, Stauffer, Reto, Umlauf, Nikolaus, Harttgen, Kenneth | Land Use/Land Cover Classification | ||
| Coal plants persist as a large barrier to the global solar energy transition | Song, Rui, Yin, Feng, Muller, Jan-Peter, Povey, Adam C., Swain, Basudev, Huang, Chenchen, Grainger, Roy G. | Aerosol Optical Depth/Thickness | ||
| Coastal groundwater-level trends reveal global susceptibility to | Nolte, Annika, Bender, Steffen, Hartmann, Jens, Baltruschat, Stefan, Moosdorf, Nils, Reinecke, Robert | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps, Population Density | ||
| Cold waves and Environmental Degradation: A Case Study of Tree Mortality in Sharbazher District of Sulaymaniyah Province | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | |||
| Collaborative Neural Networks significantly Improve Global Aerosol Retrievals From Multi-Angle Polarimeters | Fu, Guangliang, Lu, Sha, Gao, Meng, Rietjens, Jeroen, Hasekamp, Otto | Ocean Optics, Infrared Wavelengths, Sensor Characteristics, Visible Wavelengths | ||
| Combined effects of site and model parameterization for soil respiration components in a Canadian wildfire chronosequence | Zobitz, John, Zhou, Xuan, Aaltonen, Heidi, Koster, Egle, Berninger, Frank, Pumpanen, Jukka, Koster, Kajar | Photosynthesis, Primary Production, Vegetation Productivity, Reflectance, Land Surface Temperature, Emissivity |
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| Combined Retrieval of Cloud Parameters for TEMPO Measurements Over | Fehr, Lukas, Bourassa, Adam, Degenstein, Doug, Zawada, Daniel, McLinden, Chris, Griffin, Debora, Nowlan, Caroline, Chong, Heesung, Wang, Huiqun | Atmospheric Radiation, Radiative Flux, Solar Irradiance, Cloud Top Pressure, Cloud Fraction, Albedo, Anisotropy, Reflectance |
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| Combining remote sensing and cell-phone users mobility data to monitor the impact of transportation on NO 2 concentrations in India * |
Grainger, Corbett, Theising, Adam, Zhang, Fan | Nitrogen Dioxide | ||
| Comparative machine learning and deep learning approaches for | Azizi, Mahan, Abbasi, Ali, Asli Charandabi, Mohammad Reza | 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, Reflectance, Emissivity |
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| Comparison of Sentinel-2 and MODIS for estimating GPP along an ecosystem gradient in eastern Germany | Sayeed, Mostafa, Ahmadpour, Somayeh, Trachte, Katja | Reflectance, Albedo, Anisotropy, Land Surface Temperature, Emissivity |
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| Concurrent climate extremes and biological carryover effects dominate | Luo, Yiting, Yang, Hui, Xu, Hao, Huntingford, Chris, Orth, Rene, Li, Xiangyi, Penuelas, Josep | Reflectance, Anisotropy | ||
| Confidently uncertain: validating satellite ECV measurement uncertainty estimates | Verhoelst, Tijl, Povey, Adam C., Gruber, Alexander, Bulgin, Claire E., Keppens, Arno, Compernolle, Steven, Lambert, Jean-Christopher | Brightness Temperature, Surface Soil Moisture | ||
| Context dependence of ecological responses to photovoltaic power plants in drylands: evidence from a meta-analysis | Ye, Peng, Yang, Fan, Abulikemu, Abuduwaili, Ma, Mingjie, Liu, Junjian, Zhang, Miaomiao | Land Use/Land Cover Classification | ||
| Continental-scale mapping of forest tree density in North America using remote sensing and deep learning with uncertainty quantification | Ahmad, Mustak, Tang, Yun, Lister, Andrew J., Gamarra, Javier G.P., Powell, William G., Beane, Nathan R., Choi, Wook Jin, Mitra, Ankita, Kumar, Amit, Cuchietti, Anibal, Paquette, Alain, Searle, Eric, Chen, Jiaxin, Chen, Han Y.H., Bongers, Frans, Meave, Jorge A., Guevara, Mario, Barreras, Aylin, de la Rosa, Jose Armando Alanis, Mayorga Saucedo, Rafael, Cuenca Lara, Rubi Angelica, Moreno Garcia, Cesar, Godinez Valdivia, Carlos Isaias, Delgado Caballero, Carina Edith, de los Angeles Soriano Luna, Maria, Aldrete Leal, Metzli Ileana, Medina Casillas, Sandra Liliana, Romero Correa, Johny, Villela Gaytan, Sergio Armando, Corral Rivas, J. Javier, Vega-Nieva, Jose Daniel, Briseno-Reyes, Jaime, Lopez-Serrano, Pablito Marcelo, Fayle, Tom M., Altman, Jan, Johnson, Daniel J., Liang, Jingjing | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Evapotranspiration, Latent Heat Flux | ||
| Contrasting precipitation controls on autumn phenology across eastern | Li, Xiaolu, Donnelly, Alison, Wang, Yetang | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| Control of Vegetation and Temperature on Topsoil Water Losses | Baur, Martin J., Vargas Zeppetello, Lucas R., Friend, Andrew D., Entekhabi, Dara | Vegetation Index, Plant Phenology, Normalized Difference Vegetation Index (NDVI), Plant Phenological Changes, Enhanced Vegetation Index (EVI) | ||
| Corn-soybean expansion nears threshold for adverse nitrogen effects in the Great Plains | Waterman, Breanna Rivera, Hansen, Amy T, Loecke, Terrance D, Kirk, Matthew F | Evapotranspiration, Latent Heat Flux |