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 CMS Data
List of peer-reviewed publications that cite using CMS data.
Filters
| Title | Year Sort ascending | Author | Topic | Dataset |
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| Constraining 20102020 Amazonian carbon flux estimates with satellite solar-induced fluorescence (SIF) | Dayalu, Archana, Mountain, Marikate, Rastogi, Bharat, Miller, John B., Gatti, Luciana | Atmospheric Carbon Dioxide, Respiration Rate, Air Temperature, Surface Winds, Net Radiation, Heat Flux, Photosynthesis, Biogeochemical Cycles, Vegetation Water Potential, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Carbon, Soil Moisture/Water Content, Primary Production, Soil Temperature | ||
| Differences and uncertainties in land-use CO2 flux estimates | Obermeier, Wolfgang A., Schwingshackl, Clemens, Ganzenmuller, Raphael, Grassi, Giacomo, Heinrich, Viola, Luijkx, Ingrid T., Bastos, Ana, Ciais, Philippe, Sitch, Stephen, Pongratz, Julia | Biomass, Forests, Land Use/Land Cover Classification | ||
| Detecting Burned Vegetation Areas by Merging Spectral and Texture Features in a ResNet Deep Learning Architecture | Fan, Jiahui, Yao, Yunjun, Li, Yajie, Zhang, Xueyi, Chen, Jiquan, Fisher, Joshua B., Zhang, Xiaotong, Jiang, Bo, Liu, Lu, Xie, Zijing, Zhang, Luna, Qiu, Fei | Burned Area, Fire Dynamics, Fire Occurrence | ||
| DeepAir: Deep learning and satellite imagery to estimate high-resolution PM2. 5 at scale | Guo, Wenxuan, Hu, Zhaoping, Jin, Ling, Xu, Yanyan, Gonzalez, Marta C | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fossil Fuel Burning, Atmospheric Carbon Dioxide | ||
| Current and future methane emissions from boreal-Arctic wetlands and lakes | Kuhn, McKenzie, Olefeldt, David, Arndt, Kyle A., Bastviken, David, Bruhwiler, Lori, Crill, Patrick, DelSontro, Tonya, Fluet-Chouinard, Etienne, Grosse, Guido, Hovemyr, Mikael, Hugelius, Gustaf, MacIntyre, Sally, Malhotra, Avni, McGuire, A. David, Oh, Youmi, Poulter, Benjamin, Treat, Claire C., Turetsky, Merritt R., Varner, Ruth K., Walter Anthony, Katey M., Watts, Jennifer D., Zhang, Zhen | Methane, Surface Water Processes/Measurements, Wetlands | ||
| ESD Ideas: Near-real-time preliminary detection of carbon dioxide source and sink areas using a Laplacian filter | Savytska, Yana, Smolii, Viktor, Weitzel, Nils | Atmospheric Carbon Dioxide, Carbon Dioxide, Land Use/Land Cover Classification |
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| Incorporating environmental stress improves estimation of photosynthesis | Gao, Lun, Guan, Kaiyu, Jiang, Chongya, Lu, Xiaoman, Wang, Sheng, Ainsworth, Elizabeth A., Wu, Xiaocui, Chen, Min | Reflectance, Photosynthetically Active Radiation, Plant Characteristics, REFLECTED INFRARED, Gross Primary Production (gpp), Land Use/Land Cover Classification |
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| Hybrid vegetation-seawall coastal systems for wave hazard reduction: analytics for cost-effective design from optimized features | Amini, Erfan, Marsooli, Reza, Moazeni, Somayeh, Ayyub, Bilal M. | Wetlands, Accretion, Tidal Range, Sea Level Rise, Land Use/Land Cover Classification, Tidal Height, Inundation, Coastal | ||
| Impacts of fire on canopy structure and its resilience depend on successional stage in Amazonian secondary forests | Vedovato, Laura B., Aragao, Luiz E. O. C., Almeida, Danilo R. A., Bartholomew, David C., Assis, Mauro, Dalagnol, Ricardo, Gorgens, Eric B., SilvaJunior, Celso H. L., Ometto, Jean P., PontesLopes, Aline, Silva, Carlos A., Valbuena, Ruben, Feldpausch, Ted R. | Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Lidar, Forest Composition/Vegetation Structure, Digital Elevation/Terrain Model (DEM), Canopy Characteristics | ||
| Harmonized global soil carbon and respiration datasets with derived turnover time and temperature sensitivity | Hashimoto, Shoji, Ito, Akihiko, Nishina, Kazuya | Carbon, Nitrogen, Soil Water Holding Capacity, Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content, Soil Horizons/Profile, Autotrophic Respiration (ra), Heterotrophic Respiration (rh), Soil Respiration, Ecosystem Functions, Soil Respiration | ||
| H-GIS and Digital Strategies for the Documentation and Preservation of the Serenissima's Cultural Heritage: Spatio-Temporal Mapping of Itineraries along the Adriatic Coast | DellAmico, Anna, Dellabartola, Gianlorenzo | Biomass, Canopy Characteristics, Vegetation Cover | ||
| High-resolution aboveground biomass mapping: the benefits of biome-specific deep learning models | Perpinya-Valles, Marti, Cendagorta-Galarza, Daniel, Ameztegui, Aitor, Huertas, Claudia, Escorihuela, Maria Jose, Romero, Laia | Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics, Decomposition, Crown | ||
| Integrating remote sensing data with watershed-scale ecohydrological modeling in diverse forest and agricultural landscapes of the Upper Mississippi River Basin | Risal, Avay, Karki, Ritesh, Qi, Junyu | Evapotranspiration, Latent Heat Flux, Biomass, Vegetation Species, Fire Disturbance, Forest Harvesting and Engineering, Carbon, Forests | ||
| Integrating Manual and Digital Techniques in Heritage Documentation: Developing Sustainable Frameworks for Architectural Pedagogy in India | Rajendran, Maniyarasan, Battepatti, Abhigna, Changali, Sridevi, Paul, Rosie | Biomass, Canopy Characteristics, Vegetation Cover | ||
| Marinesourced sediment supply supports salt marsh resilience to sea level rise in the Northeastern US | Teng, Wenxiu, Yellen, Brian, Yu, Qian, Ganju, Neil K., Peck, Erin K., Cook, Tim, Woodruff, Jonathan D. | Intertidal Zone, Wetlands, Sea Level Rise, Tidal Height, Coastal Elevation | ||
| Land change, fire, and climate weaken carbon sink in the conterminous United States | Liu, Jinxun, Sleeter, Benjamin M., Zhu, Zhiliang, Cochrane, Mark A., Zhou, Qiang, Wang, Bin, Domke, Grant M., Selmants, Paul C., Windham-Myers, Lisamarie, Zhu, Qiuan, Wilson, Tamara S., Byrd, Kristin B., Ward, Eric J., Sohl, Terry L., Hawbaker, Todd J., Zhang, Zhen, Soulard, Christopher E., Wickland, Kimberly P., Striegl, Robert G. | Biomass, Forests, Grasslands, Alpine/Tundra, Litter Characteristics, Carbon | ||
| Interplay between temperature and redox conditions regulates wetland biogeochemistry and greenhouse gas emissions | Ho, Long, Pham, Kim, Debognies, Andries, Bode, Samuel, Vermeir, Pieter, Boeckx, Pascal, De Vrieze, Jo, Goethals, Peter | Wetlands, Methane, Emissions | ||
| Mangroves and their services are at risk from tropical cyclones and sea level rise under climate change | Hulsen, Sarah, Dee, Laura E., Kropf, Chahan M., Meiler, Simona, Bresch, David N. | Coastal, Biomass, Wetlands, Canopy Characteristics | ||
| Mapping accumulated carbon storage of global mangroves from 2000 to 2020 at a 1 km resolution | Wang, Moran, Zhang, Tianyuan, Xie, Yongjuan, Zhang, Zhiqiang, Wu, Xudong | Biomass, Forests, Grasslands, Alpine/Tundra, Estuary, Normalized Difference Vegetation Index (NDVI), Coastal, Soil Organic Carbon (SOC), Land Use/Land Cover | ||
| Mapping mangrove deforestation and blue carbon loss in global supply chains between 2000 and 2019 | Ge, Naishun, Xin, Yu, Tian, Peipei, Yu, Yang, Zhang, Zengkai, Zhong, Honglin, Feng, Kuishuang | Coastal, Biomass, Wetlands, Canopy Characteristics, Vegetation Cover, Estuary, Erosion, Normalized Difference Vegetation Index (NDVI), Erosion, Land Resources, Mangroves, Anthropogenic/Human Influenced Ecosystems | ||
| Non-parametric spatiotemporal trends in fire: An approach to identify | Karami, Peyman, Tavakoli, Sajad | Burned Area, Fire Dynamics, Fire Occurrence | ||
| Orbital river gauge from optical and passive microwave radiometry. A comparison of capabilities | Kugler, Zsofia, Horvath, Viktor Gyozo | Biomass, Canopy Characteristics, Vegetation Cover | ||
| Permanence risks limit blue carbon financing strategies to safeguard Southeast Asian mangroves | Kwan, Valerie, Friess, Daniel A., Sarira, Tasya Vadya, Zeng, Yiwen | Coastal, Biomass, Wetlands, Canopy Characteristics | ||
| Quantification of regional net CO2 flux errors in the Orbiting Carbon Observatory-2 (OCO-2) v10 model intercomparison project (MIP) ensemble using airborne ... | Yun, Jeongmin, Liu, Junjie, Byrne, Brendan, Weir, Brad, Ott, Lesley E., McKain, Kathryn, Baier, Bianca C., Gatti, Luciana V., Biraud, Sebastien C. | Atmospheric Carbon Dioxide, Carbon Dioxide, Biogeochemical Cycles, Primary Production, Respiration Rate, Carbon Flux, Photosynthesis |
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| Observation and Simulation of Methane Plumes During the Morning Boundary | Hu, XiaoMing, Honeycutt, Wesley T., Wang, Chenghao, Weng, Binbin, Zhou, Bowen, Xue, Ming | Wetlands, Methane, Emissions |