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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| Improved definition of prior uncertainties in CO and CO fossil fuel fluxes and its impact on multi-species inversion with GEOS-Chem (v12.5) | Super, Ingrid, Scarpelli, Tia, Droste, Arjan, Palmer, Paul I. | Atmospheric Carbon Dioxide, Carbon Dioxide | ||
| Improving the fire weather index system for peatlands using peat-specific hydrological input data | Mortelmans, Jonas, Felsberg, Anne, De Lannoy, Gabrielle J. M., Veraverbeke, Sander, Field, Robert D., Andela, Niels, Bechtold, Michel | Burned Area, Fire Dynamics, Fire Occurrence | ||
| Ground far-red sun-induced chlorophyll fluorescence and vegetation indices in the US Midwestern agroecosystems | Wu, Genghong, Guan, Kaiyu, Kimm, Hyungsuk, Miao, Guofang, Yang, Xi, Jiang, Chongya | Solar Induced Fluorescence, Photosynthesis, Photosynthetically Active Radiation, Vegetation Index | ||
| Measurement of CO<sub>2</sub> Column Concentration Above Cloud Tops With | Mao, Zhihua, Zhang, Yang, Bu, Lingbing, Wang, Qin, Xiao, Wei, Lee, Xuhui, Liang, Dingyuan, Burhan, Khalid Muhammad, Liu, Jiqiao, Chen, Weibiao, Liu, Sihan, Wang, Zhongting | Atmospheric Carbon Dioxide, Carbon Dioxide |
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| Intergovernmental Panel on Climate Change (IPCC) Tier 1 forest biomass estimates from Earth Observation | Hunka, Neha, Duncanson, Laura, Armston, John, Dubayah, Ralph, Healey, Sean P., Santoro, Maurizio, May, Paul, Araza, Arnan, Bourgoin, Clement, Montesano, Paul M., Neigh, Christopher S. R., Grantham, Hedley, Potapov, Peter, Turubanova, Svetlana, Tyukavina, Alexandra, Richter, Jessica, Harris, Nancy, Urbazaev, Mikhail, Pascual, Adrian, Suarez, Daniela Requena, Herold, Martin, Poulter, Benjamin, Wilson, Sylvia N., Grassi, Giacomo, Federici, Sandro, Sanz, Maria J., Melo, Joana | Terrestrial Ecosystems, LIDAR WAVEFORM, Biomass, Vegetation Cover, Forests, Canopy Characteristics, Land Use/Land Cover Classification |
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| Mapping forest-based natural climate solutions | Shanley, Colin S., Graves, Rose A., Drever, C. Ronnie, Schindel, Michael, Robertson, James C., Case, Michael J., Biswas, Tanushree | Forests, Biomass, Carbon, Vegetation Species, Fire Disturbance, Forest Harvesting and Engineering, Carbon | ||
| Mapping global mangrove canopy height by integrating Ice, Cloud, and Land Elevation Satellite-2 photon-counting LiDAR data with multi-source images | Yu, Jianan, Nie, Sheng, Liu, Wenjie, Zhu, Xiaoxiao, Sun, Zhongyi, Li, Jiatong, Wang, Cheng, Xi, Xiaohuan, Fan, Hongchao | Mangroves, Digital Elevation/Terrain Model (DEM), Canopy Characteristics | ||
| Mapping coastal wetland changes from 1985 to 2022 in the US Atlantic and Gulf Coasts using Landsat time series and national wetland inventories | Di Vittorio, Courtney A., Wiles, Melita, Rabby, Yasin W., Movahedi, Saeed, Louie, Jacob, Hezrony, Lily, Cifuentes, Esteban Coyoy, Hinchman, Wes, Schluter, Alex | Intertidal Zone, Wetlands, Sea Level Rise, Tidal Height, Coastal Elevation, Carbon Flux, Carbon, Carbon, Coastal Processes, Wetlands | ||
| Mapping aboveground biomass and carbon in salt marshes across the contiguous United States | Campbell, Anthony D., Fatoyinbo, Lola | Coastal, Biomass | ||
| Mangrove ecosystems in Southeast Asia region: Mangrove extent, blue carbon potential and CO2 emissions in 19962020 | Rahman, Ceanturi, Ardan, Tuahatu, Juliana W., Lokollo, Frijona F., Supusepa, Junita, Hulopi, Mahriyana, Permatahati, Yustika Intan, Lewerissa, Yona A., Wardiatno, Yusli | Coastal, Biomass, Wetlands, Canopy Characteristics | ||
| Mangrove extraction from super-resolution images generated by deep learning models | Hong, Yu, Que, Xiang, Wang, Zhe, Ma, Xiaogang, Wang, Hui, Salati, Sanaz, Liu, Jinfu | Coastal, Biomass, Wetlands, Canopy Characteristics | ||
| Leveraging SAR and Optical Remote Sensing for Enhanced Biomass Estimation in the Amazon with Random Forest and XGBoost Models | Antunes, Rodrigo, Junior, Luiz, Costa, Gilson, Feitosa, Raul, Bias, Edilson de Souza, Cereda Junior, Abimael, Almeida, Catherine, La Rosa, Laura E. Cue, Happ, Patrick, Chiamulera, Leonardo | Decomposition, Crown, Canopy Characteristics, Forests, Biomass | ||
| Multi-resolution gridded maps of vegetation structure from GEDI | Burns, Patrick, Hakkenberg, Christopher R., Goetz, Scott J. | Canopy Characteristics, Biomass, Vegetation Height, Forest Composition/Vegetation Structure, LIDAR WAVEFORM, Terrain Elevation, Plant Phenology, Vegetation Cover, Lidar, Topography, Digital Elevation/Terrain Model (DEM), Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Grasslands, VIEWING GEOMETRY, Terrestrial Ecosystems |
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| Patterns of marsh surface accretion rates along salinity and hydroperiod gradients between active and inactive coastal deltaic floodplains | Cassaway, Andy F., Twilley, Robert R., Rovai, Andre S., Snedden, Gregg A. | Intertidal Zone, Wetlands, Sea Level Rise, Tidal Height, Coastal Elevation | ||
| Quantifying and correcting geolocation error in spaceborne LiDAR forest canopy observations using high spatial accuracy data: A Bayesian model approach | Shannon, Elliot S., Finley, Andrew O., Hayes, Daniel J., Noralez, Sylvia N., Weiskittel, Aaron R., Cook, Bruce D., Babcock, Chad | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Land Use/Land Cover, Forests, Carbon, Biomass | ||
| Invasion of Pine Wilt Disease: A threat to forest carbon storage in China | Hu, Bohai, Huang, Wenjiang, Hao, Zhuoqing, Guo, Jing, Huang, Yanru, Cheng, Xiangzhe, Zhao, Jing, Jiao, Quanjun, Zhang, Biyao | Photosynthesis, Primary Production, Vegetation Productivity, Carbon, Carbon Sequestration, Carbon Flux, Forests | ||
| Modeling microbial carbon fluxes and stocks in global soils from 1901 to 2016 | He, Liyuan, Rodrigues, Jorge L. Mazza, Mayes, Melanie A., Lai, Chun-Ta, Lipson, David A., Xu, Xiaofeng | Carbon, Cation Exchange Capacity, Organic Matter, Soil Respiration, Ecosystem Functions, Soil Respiration | ||
| A biomass map of the Brazilian Amazon from multisource remote sensing | Ometto, Jean Pierre, Gorgens, Eric Bastos, de Souza Pereira, Francisca Rocha, Sato, Luciane, de Assis, Mauro Lucio Rodrigures, Cantinho, Roberta, Longo, Marcos, Jacon, Aline Daniele, Keller, Michael | Lidar, Forest Composition/Vegetation Structure, Digital Elevation/Terrain Model (DEM), Canopy Characteristics | ||
| The carbon transfer from plant to soil is more efficient in less productive ecosystems | Fan, Xianlei, Bai, Edith, Zhang, Jing, Wang, Xuhui, Yuan, Wenping, Piao, Shilong | Litter Characteristics, Droughts, Land Use/Land Cover, Biomass, Forests, Carbon | ||
| Stakeholder perceptions of wildfire management strategies as nature-based solutions in two Iberian biosphere reserves | Lecina-Diaz, Judit, Campos, Joao, Pais, Silvana, Carvalho-Santos, Claudia, Azevedo, Joao, Fernandes, Paulo, Goncalves, Joao, Aquilue, Nuria, Roces-Diaz, Jose V., Agrelo de la Torre, Maria, Brotons, Lluis, Chas-Amil, Maria-Luisa, Lomba, Angela, Duane, Andrea, Moreira, Francisco, Touza, Julia, Hermoso, Virgilio, Sil, Angelo, Vicente, Joana, Honrado, Joao, Regos, Adrian | Burned Area, Fire Dynamics, Fire Occurrence | ||
| Structural complexity biases vegetation greenness measures | Zeng, Yelu, Hao, Dalei, Park, Taejin, Zhu, Peng, Huete, Alfredo, Myneni, Ranga, Knyazikhin, Yuri, Qi, Jianbo, Nemani, Ramakrishna R., Li, Fa, Huang, Jianxi, Gao, Yongyuan, Li, Baoguo, Ji, Fujiang, Kohler, Philipp, Frankenberg, Christian, Berry, Joseph A., Chen, Min | Lidar, Forest Composition/Vegetation Structure, Digital Elevation/Terrain Model (DEM), Canopy Characteristics | ||
| Sources of Formaldehyde in US Oil and Gas Production Regions | Dix, Barbara, Li, Meng, Roosenbrand, Esther, Francoeur, Colby, Brown, Steven S., Gilman, Jessica B., Hanisco, Thomas F., Keutsch, Frank, Koss, Abigail, Lerner, Brian M., Peischl, Jeff, Roberts, James M., Ryerson, Thomas B., St. Clair, Jason M., Veres, Patrick R., Warneke, Carsten, Wild, Robert J., Wolfe, Glenn M., Yuan, Bin, Veefkind, J. Pepijn, Levelt, Pieternel F., McDonald, Brian C., de Gouw, Joost | Gas Flaring, Heat, Methane | ||
| Spatial heterogeneity of global forest aboveground carbon stocks and fluxes constrained by spaceborne lidar data and mechanistic modeling | Ma, Lei, Hurtt, George, Tang, Hao, Lamb, Rachel, Lister, Andrew, Chini, Louise, Dubayah, Ralph, Armston, John, Campbell, Elliott, Duncanson, Laura, Healey, Sean, O'NeilDunne, Jarlath, Ott, Lesley, Poulter, Benjamin, Shen, Quan | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Terrestrial Ecosystems, Biomass, LIDAR WAVEFORM, Carbon, Carbon Sequestration, Carbon Flux, Forests, Terrain Elevation | ||
| Seeing the Disturbed Forest for the Trees: Remote Sensing Is | Hwang, Kyotaek, Harpold, Adrian A., Tague, Christina L., Lowman, Lauren, Boisrame, Gabrielle F. S., Lininger, Katherine B., Sullivan, Pamela L., Manning, Aidan, Graup, Louis, Litvak, Marcy, Lewis, Gabriel, Miller, Kate, Brooks, Paul D., Barnard, Holly R. | Soil Moisture/Water Content, Root Zone Soil Moisture, Canopy Characteristics, Biomass | ||
| Satellite-based global maps are rarely used in forest reference levels submitted to the UNFCCC | Melo, Joana, Baker, Timothy, Nemitz, Dirk, Quegan, Shaun, Ziv, Guy | Land Surface/Agriculture Indicators, Plant Phenology, Vegetation Cover, Enhanced Vegetation Index (EVI), Coastal, Biomass, Wetlands, Canopy Characteristics, Biomass Dynamics, Carbon |