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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| Assessing the impact of hurricanes on the carbon cycle using SMAP satellite and in-situ observations: Role of land cover and precipitation | Ray, Ram L., Kumar, Nirmal, Gurau, Sanjita, Raza, Ali, Khan, Nawab, Singh, Sudhir Kumar, Kayode, Esther Tosin, He, Yiping | Respiration Rate, Primary Production, Carbon, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Soil Moisture, Soil Organic Carbon (SOC) |
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| A fundamental trade-off among resilience, resistance, efficiency, and | Lerner, Joshua E., Feagin, Rusty A., Huff, Thomas P., Najjar, Raymond G., Layton, Astrid, Herrmann, Maria, Fuentes, Jose D. | Wetlands, Wetlands, Coastal, Gross Primary Production (gpp), Intertidal Zone | ||
| A near-global dataset of dissolved organic carbon concentrations and yields in forested headwater streams | Liu, Dong, Chang, Ruiying, Tang, Haiping | Autotrophic Respiration (ra), Heterotrophic Respiration (rh), Photosynthesis, Primary Production, Vegetation Productivity | ||
| Carbon dioxide (CO2) variations across India: Synthesis of observations | Kunchala, Ravi Kumar, Girach, Imran, Das, Chiranjit, Jain, Chaithanya, Deb Burman, Pramit Kumar, Pathakoti, Mahesh, Patra, Prabir K., Tiwari, Yogesh K., Ratnam, M. Venkat, Sinha, Vinayak, Valsala, Vinu, Naja, Manish, Venkataramani, S., Chandra, Naveen, Babu, S Suresh, Pandya, Mehul R, Hakkim, Haseeb, Datta, Savita, Jain, Vaishnavi | Carbon Flux | ||
| Carbon dioxide dynamics across three stages of tropical peatland | Kiew, Frankie, Hirata, Ryuichi, Hirano, Takashi, Wong, Guan Xhuan, Waili, Joseph Wenceslaus, Lo, Kim San, Soosaar, Kaido, Kasak, Kuno, Mander, Ulo, Melling, Lulie | Fire Occurrence, Wildfires, Particulate Matter, Emissions, Fire Dynamics | ||
| Emergent turnover time and temperature sensitivity of global soil carbon | 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) | ||
| Comparative analysis of machine learning biomass models against global remote sensing products using ground validation | Paraseth, Prakash, Khanal, Arpan, Banerjee, Kakoli | Biomass, Forests, Vegetation Height, DISTURBANCE | ||
| Compounded effects on wetland greenhouse gas fluxes from climate change and water management along a saline to freshwater gradient | Doughty, Cheryl L., Ying, Qing, Ward, Eric, Delaria, Erin, Wolfe, Glenn M., Malone, Sparkle L., Reed, David E., Troxler, Tiffany, Kominoski, John S., Castaneda-Moya, Edward, Shoemaker, W. Barclay, Yannick, David, Starr, Gregory, Oberbauer, Steven F., Barenblitt, Abigail, Campbell, Anthony, Charles, Sean, Fatoyinbo, Lola, Gewirtzman, Jonathan, Hanisco, Thomas, Hannun, Reem, Kawa, Stephan, Lagomasino, David, Lait, Leslie, Lindquist, Ayia, Newman, Paul, Raymond, Peter, Rosentreter, Judith, Thornhill, Kenneth, Vaughn, Derrick, Poulter, Benjamin | Water Vapor Mixing Ratio Profiles, Atmospheric Ozone, Atmospheric Carbon Dioxide, Atmospheric Carbon Monoxide, Methane, GREENHOUSE GAS FLUX, Wetlands, Wetlands, Reflectance, Albedo, Anisotropy, Total Surface Water |
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| Estimation of distribution of vegetation fire zones in the Russian Far East | Zubareva, . ., Glagolev, V. A. | Burned Area, Fire Dynamics, Fire Occurrence | ||
| Evaluating and comparing the performance of ICESat-2 and GEDI data for estimating aboveground biomass in mangroves | Yu, Jianan, Nie, Sheng, Liu, Wenjie, Sun, Zhongyi, Wang, Cheng, Xi, Xiaohuan, Zhu, Xiaoxiao, Fang, Mengyang | Mangroves, Digital Elevation/Terrain Model (DEM), Canopy Characteristics, Coastal, Forest Composition/Vegetation Structure, Terrain Elevation, Lidar | ||
| Improved carbon monitoring with identification of two-loss processes in salt marsh ecosystems with very high-resolution satellite imagery and in situ elevation data |
Campbell, Anthony, Fatoyinbo, Temilola, Wang, Yeqiao | Coastal, Biomass | ||
| Influence of seasonal canopy conditions on ICESat-2-based aboveground | Zhou, Jialu, Wang, Pu, Nie, Sheng, Wang, Jinliang, Wang, Cheng, Yang, Zhou, Cheng, Feng, Yang, Xuebo | Canopy Characteristics, Vegetation Cover, Biomass | ||
| Deep neural network-based approaches for aboveground biomass mapping in Indian Sundarbans | Banerjee, Sinchan, Santra, Abhisek, Bhadra, Tuhin, Mukherjee, Kasturi, Saha, Abinit, Das, Roshan, Sardar, Rupayan, Roy, Soumak, Mitra, Shreyashi S. | Forests, Biomass | ||
| Forest aboveground biomass in the southwestern US from MISR and GEDI: | Chopping, Mark J., Wang, Zhuosen, Schaaf, Crystal B., Bull, Michael | Terrestrial Ecosystems, LIDAR WAVEFORM, Biomass, Canopy Characteristics, Vegetation Cover, Droughts, Land Use/Land Cover, Litter Characteristics, Forests, Carbon |
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| Human-induced biospheric carbon sink: Impact from the Taklamakan Afforestation Project | Noor, Salma, Jiang, Xun, Wang, Xinyue, Yang, Jiani, Newman, Sally, Li, King-Fai, Li, Liming, Yu, Le, Li, Xiyu, Yung, Yuk L. | Plant Phenology, Vegetation Index, Carbon Flux | ||
| Impact of Reoptimization Frequency on Dynamic Adaptation of Reservoir Control Policies under Climate Change | Sunkara, Sai Veena, Herman, Jonathan D. | Forest Composition/Vegetation Structure, Land Use/Land Cover Classification | ||
| Soil respiration rate as a spatial feature of the forest-steppe biome | Sukhoveeva, Olga, Karelin, Dmitry, Lebedeva, Tatiana, Pochikalov, Alexander, Sobolev, Nikolay, Zolotukhin, Alipiy | Autotrophic Respiration (ra), Heterotrophic Respiration (rh) | ||
| The Impact of OCO-2 Seasonally Dependent Sampling on Carbon Flux | Liu, Junjie, Basu, Sourish, Byrne, Brendan, Yun, Jeongmin, ODell, Chris | Carbonaceous Aerosols, Nitrogen Oxides, Particulates, Hydrogen Cyanide, Emissions, Non-methane Hydrocarbons/Volatile Organic Compounds, Particulate Matter, Fire Occurrence, Nitrogen Oxides, Sulfur Dioxide, Carbon And Hydrocarbon Compounds, Atmospheric Carbon Dioxide, Atmospheric Carbon Monoxide | ||
| Warm and wet spring compensated for the reduction in carbon sinks due to | Zhang, Yuanyuan, Jiang, Fei, Zhou, Yanlian, Dong, Guanyu, Wu, Dongqiao, He, Wei, Wang, Jun, Wu, Mousong, Wang, Hengmao, Zhang, Lingyu, Jia, Mengwei, Ju, Weimin, Chen, Jing M. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Carbon Flux | ||
| GlyphTrack: Detection of Anomalies Under Canopy Using Remote Sensing, Geomorphometry, and Environmental Niche Modeling | Ersoy, Pnar, Ersahin, Mustafa, Unal, Ece, Arslan, Dorukhan, Karamustafa, Ebubekir | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Phosphorus, Soil Chemistry, Forest Composition/Vegetation Structure, Digital Elevation/Terrain Model (DEM) | ||
| Forest Carbon Diligence: Digital MRV for mapping forest structure and | Anderson, Christopher B., Joseph, Maxwell B., Sothe, Camile, de Souza Mendes, Flavia, Maschler, Thomas, McCarthy, Ryan C., Mascaro, Joseph, OShea, Tara, Rosenthal, Amy, Marvin, David C. | Biomass, Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Grasslands, LIDAR WAVEFORM, Canopy Characteristics, Terrestrial Ecosystems, Carbon |
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| Fuel availability versus flammability: divergent fire controls across Eurasian drylands | Yu, Huiqian, Yang, Siquan, Lu, Nan, Yao, Qichao, Sun, Hongquan, He, Bin, Zhao, Ruxin, Fu, Bojie | Burned Area, Fire Dynamics, Fire Occurrence | ||
| Differentiable land model reveals global environmental controls on latent ecological functions | Fang, Jianing, Bowman, Kevin, Zhao, Wenli, Lian, Xu, Gentine, Pierre | Atmospheric Carbon Dioxide, Carbon Dioxide, Land Use/Land Cover Classification, Carbon, Cation Exchange Capacity, Organic Matter | ||
| 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 | ||
| 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 |