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 |
|---|---|---|---|---|
| Long-term ozone formation sensitivity in China: spatiotemporal evolution and machine learning attribution | Lin, Jinglan, Wu, Liqing, Chen, Chujun, Wu, Yongkang, Lin, Rui, Wang, Xuemei, Chen, Weihua | Nitrogen Dioxide, Carbon And Hydrocarbon Compounds |
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| Long-Term Probabilistic Forecast of Vegetation Conditions Using Climate Attributes in the Four Corners Region | McPhillips, Erika, Lee, Hyeongseong, Xie, Xiangyu, Baylis, Kathy, Funk, Chris, Gu, Mengyang | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Long-term spatiotemporal prediction and changing patterns of | Liu, Yannan, Qian, Yingzhi, Zhu, Yan, Li, He, Wang, Kang | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology, Plant Phenological Changes | ||
| Long-term trace gas and black carbon measurements at the high-altitude station Mount Kenya: tropical atmospheric variability and the influence of African emissions | Bernet, Leonie, Brem, Benjamin T., Bukowiecki, Nicolas, Henne, Stephan, Klausen, Jorg, Mutuku, Mathew, Njiru, David, Nying'uro, Patricia, Zellweger, Christoph, Steinbacher, Martin | Wetlands, Methane, Emissions | ||
| LongTerm Variability of Homogenized GPSDerived Precipitable Water Vapor Over Chinese Stations (20002020) | Bai, Jingna, Van Malderen, Roeland, Pottiaux, Eric, Zhang, Weixing, Lou, Yidong, Liu, Jingnan | 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, Trace Gases/Trace Species, Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance, Transmittance, Atmospheric Stability, Humidity, Total Precipitable Water, Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms, Atmospheric Ozone | ||
| Low-intensity urban development delays the spring departures of | Adams, Carrie Ann, Tomaszewska, Monika A., Henebry, Geoffrey M., La Sorte, Frank A., Horton, Kyle G. | Land Surface Temperature, Emissivity | ||
| Lower Atmospheric Drivers of Upper Atmospheric DaytoDay Variability Over Alaska in Arctic 20182019 Winter | Phillips, Sophie R., Bossert, Katrina, Kumari, Komal, Becker, Erich, Frissell, Nathaniel, Harvey, V. Lynn | Atmospheric Ozone, Sea Level Pressure, Surface Pressure, Pressure Thickness, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Air Temperature, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Cloud Fraction, Altitude, Geopotential Height, Ozone Profiles | ||
| MACH: A Multi-Attribute Catchment Hydrometeorological dataset | Sink, Katharine, Brikowski, Tom | Vegetation Index, Normalized Difference Vegetation Index (NDVI) | ||
| Machine learning assessment of aerosol and meteorological impacts on atmospheric boundary layer height in eastern China: Highlighting the role of aerosol ... | Tian, Yunhang, Wang, Yuying, Lu, Chunsong, Zhu, Bin, Yang, Yuanjian, Yan, Xing, Wang, Nan, Han, Zhanghanshu | 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) | ||
| Machine learning reveals hidden bias in ERA5 cloud heights over Earth's third pole | Zhao, W., Wang, Y. N., Pan, Y. B., Pan, L. J., Bi, Y. H., Wu, X., Tian, Y. F., Qiu, Y. H., Wang, T. Q., Lu, D. R. | Cloud Types, Cloud Properties, Cloud Liquid Water/Ice, Land Use/Land Cover Classification | ||
| Machine learning technique for net ecosystem exchange of carbon dioxide simulation and assessment: a regional analysis of Japanese islands | Gorbarenko, Artem, Gorbarenko, Elizaveta, Mikhailov, Dmitry, Vlasov, Alexander, Saeed, Muhammad | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, Vegetation Productivity | ||
| Machine Learning-Based Geospatial Risk Modeling of Global Avian | Jindal, Mehak, Lim, Samsung, MacIntyre, C. Raina | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Macrolitter accumulation in tidal marsh wrack deposits in a large | Garces-Ordonez, Ostin, Canals, Miquel, Noyce, Genevieve L., Rovai, Andre, Collin, Rachel, Thiel, Martin | Intertidal Zone, Wetlands, Sea Level Rise, Tidal Height, Coastal Elevation | ||
| Major fires in Indonesian Borneo are possible under all ENSO phases | Lam, Timothy, Catto, Jennifer L., Kay, Gillian, Dunstone, Nick, Barciela, Rosa, Harper, Anna B. | Canopy Characteristics, Digital Elevation/Terrain Model (DEM), Lidar | ||
| Making a Dust Source Map: Can We Build, Implement, and Learn From a Reflectance Derived Sediment Supply Map in the Unified Forecast System (UFS)? | Faber, E., Baker, B., Rocha Lima, A., Schepanski, K. | Reflectance | ||
| Managed rainforests support higher carbon density and sequestration in the Congo Basin | Sagang, Le Bienfaiteur, Dalagnol, Ricardo, White, Lee, George-Chacon, Stephanie, Favrichon, Samuel, Li, Shuang, Wagner, Fabien, Liu, Zhihua, Zhang, Dafeng, Ngomanda, Alfred, Medjibe, Vincent, Sonke, Bonaventure, Barbier, Nicolas, Ordway, Elsa M., Saatchi, Sassan | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Terrestrial Ecosystems, Plant Characteristics, Terrain Elevation | ||
| Mapping crop types in smallholder mono- and intercropping systems with multi-sensor data in regions with multiple growing cycles | Akinyemi, Felicia O., Rufin, Philippe, Ibrahim, Esther Shupel, Hostert, Patrick, Ogunsumi, Lucia O., Egbetokun, Olugbenga A., Ifejika Speranza, Chinwe | Land Use/Land Cover Classification | ||
| Mapping four decades of change: Deep learning and Google Earth Engine | Tahmi, Sadiq, Rui, Xiaoping, Guechi, Imen, Hannache, Faris, Wang, Xuege, Chebika, Housseyn | Land Use/Land Cover Classification | ||
| 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 | ||
| 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 |