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.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| A US scientific community review of carbon cycle science gaps and | Parazoo, N.C., Carroll, D., Abshire, J.B., Bar-On, Y.M., Birdsey, R.A., Bloom, A.A., Bowman, K.W., Braghiere, R.K., Bruhwiler, L.M., Byrne, B., Chatterjee, A., Crisp, D., Duncanson, L., Feldman, A.F., Fox, A.M., Frankenberg, C., Gay, B.A., Hopkins, F., Hoffman, F.M., Holmquist, J.R., Hutyra, L.R., Keller, M., Koven, C.D., Laughner, J.L., Liu, J., Lovenduski, N.S., MacBean, N., McKinley, G.A., McNicol, G., Menemenlis, D., Michalak, A.M., Miller, C.E., Nesser, H., Oda, T., Ordway, E.M., Ott, L.E., Paustian, K., Pierrat, Z.A., Poulter, B., Reed, S.C., Schimel, D.S., Serbin, S.P., Saatchi, S.S., Suto, H., Windham-Myers, L., Wunch, D. | Biomass, Forests, Vegetation Height, DISTURBANCE | ||
| 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 | ||
| 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 | ||
| 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 | ||
| Blue carbon inventories of Spain and Portugal for their inclusion in | Pineiro-Juncal, Nerea, Serrano, Oscar, de los Santos, Carmen B., Marba, Nuria, Diaz-Almela, Elena, Tuya, Fernando, Mazarrasa, Ines, Garmendia, Joxe Mikel, Otero, Xose Lois, Inostroza, Karina, Pages, Jordi F., Mendez-Martinez, Gonzalo, Fernandez, Emilio, Sousa, Ana I., Camacho, Antonio, Ballesteros, Enric, Baranano, Carlota, Belshe, Fay, Bernabeu, Irene, Brun, Fernando G., Camacho-Santamans, Alba, Delgado, Antonio, Dahl, Martin, Duarte, Carlos M., Espino, Fernando, Franco, Javier, da Conceicao Freitas, Maria, Garcia-Orellana, Jordi, Garrigos, Bernat, Gomis, Enric, Haroun, Ricardo, Hernandez, Ignacio, Juanes, Jose A., Leiva-Duenas, Carmen, Lavery, Paul, Lilleb, Ana I., Lopes, Vera, Majtenyi-Hill, Claudia, Marco-Mendez, Candela, Martins, Marcio, Monnier, Briac, Morant, Daniel, Montero, Natalia, Neto, Joao M., Ondiviela, Barbara, Peralta, Gloria, Picazo, Antonio, Reithmaier, Gloria, Rochera, Carlos, Roman, Marta, Santos, Isaac R., Santos, Rui, Serrano, Eduard, Soler, Montserrat, Yau, Yu Yau, Weitzmann, Boris, Zribi, Imen, Mateo, Miguel Angel | Salt Marsh, Coastal, Salt Marsh | ||
| 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 |
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| 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 | ||
| 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) | ||
| 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) | ||
| 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 | ||
| 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 | ||
| State of the Art in Monitoring Methane Emissions from Arctic-boreal | Mahdianpari, Masoud, Sonnentag, Oliver, Mohammadimanesh, Fariba, Radman, Ali, Marjani, Mohammad, Morse, Peter, Marsh, Phil, Lavoie, Martin, Risk, David, Wu, Jianghua, Suh, Celestine Neba, Gee, David, Giff, Garfield, Ferguson, Celtie, Peichl, Matthias, Granger, Jean | Wetlands, Methane, Emissions | ||
| Source-sink dynamics of coastal blue carbon: a review of mechanisms and drivers | Ge, Meihong, Du, Jinfeng, Han, Yunxiao, Chen, Lehong, Xu, Xuefeng, Wang, Yonglian, Zhong, Changbo, Feng, Dan, Wu, Xiaoyan | Coastal, Biomass, Wetlands, Canopy Characteristics | ||
| Scenario-based mapping reveals soil organic carbon responses to land-use change in the Amazon Basin | Ma, Lanji, Wang, Jiaxue, Wei, Yujiao, Yu, Peiheng, Hong, Yongsheng, Wu, Zihao, Liu, Yaolin, Zhang, Gan-Lin, Dematte, Jose A.M., Minasny, Budiman, Chen, Yiyun | Photosynthesis, Primary Production, Vegetation Productivity, Burned Area, Fire Dynamics, Fire Occurrence, Vegetation Index, Normalized Difference Vegetation Index (NDVI) | ||
| Top-down estimate of regional carbon sinks over East Asia for 2010-2019 | Kim, Mina, Park, Rokjin J., Jung, Jingi, Oh, Sang-Ik, Ha, Eunjo S., Jeong, Jaein I., Yeh, Sang-Wook | Atmospheric Carbon Dioxide, Carbon Dioxide, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Anthropogenic, biophysical, and climate-driven spatiotemporal dynamics of terrestrial ecosystem carbon sink capacity in the North China Plain region (20052024) | Muluneh, Melese Genete, Zhang, Yuanxun, Hopke, Philip K., Traware, Ousseynou, Wang, Lijing, Chen, Junpai | Autotrophic Respiration (ra), Heterotrophic Respiration (rh) | ||
| A hierarchical NFI-GEDI approach for aboveground biomass estimation and | Zhu, Chenghao, Xu, Aijun, Du, Qun, Ji, Biyong, Xie, Binglou | Carbon, Carbon Sequestration, Carbon Flux, Forests | ||
| A Multi-Source Remote Sensing-Based AGB Synergistic Inversion Approach Integrating Terrain-Corrected Canopy Height and Forest-Type Heterogeneity | Zhang, Li, Hui, Zhenyang, Huang, Duan, Liu, Hua, Xie, Xiaowei | Canopy Characteristics, Vegetation Cover, Biomass | ||
| A soil sensing mechanism to reach carbon flux at a country scale | RodriguezAlbarracin, Heidy Soledad, Dematte, Jose A. M., Neto, Miguel Palacio Pelaez Carvalho, Rosin, Nicolas Augusto, Cerri, Carlos Eduardo Pellegrino, da Silva, Carlos Antonio, de Sousa Lima, Jose R., de Souza, Eduardo S., Moitinho, Mara Regina, Darghan Contreras, Aquiles Enrique, Teodoro, Paulo Eduardo, Ratke, Rafael Felippe, dos Santos, Uemeson Jose, Oresca, Denizard | Carbon, Nitrogen, Soil Porosity, Soil Temperature, Leaf Characteristics, Biomass, Soil Respiration, Soil Moisture/Water Content | ||
| 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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| 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 | ||
| Estimation of distribution of vegetation fire zones in the Russian Far East | Zubareva, . ., Glagolev, V. A. | Burned Area, Fire Dynamics, Fire Occurrence | ||
| 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 |