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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| 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 | ||
| 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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| Tall Bornean forests experience higher canopy disturbance rates than those in the eastern Amazon or Guiana shield | Jackson, Toby D., Fischer, Fabian J., Vincent, Gregoire, Gorgens, Eric B., Keller, Michael, Chave, Jerome, Jucker, Tommaso, Coomes, David A. | Lidar, Forest Composition/Vegetation Structure, Digital Elevation/Terrain Model (DEM), Canopy Characteristics | ||
| Temporal Error Correlations in a Terrestrial Carbon Cycle Model Derived by Comparison to Carbon Dioxide Eddy Covariance Flux Tower Measurements | Wesloh, Daniel, Keller, Klaus, Feng, Sha, Lauvaux, Thomas, Davis, Kenneth J. | Respiration Rate, Primary Production, Carbon, Ecosystems | ||
| The effect of fire-induced forest-degradation on rainfall: a causal inference analysis of the case of the Brazilian Amazon | F. Morello R. Silva, Thiago | Burned Area, Fire Dynamics, Fire Occurrence | ||
| The Canadian Fire Spread Dataset | Barber, Quinn E., Jain, Piyush, Whitman, Ellen, Thompson, Dan K., Guindon, Luc, Parks, Sean A., Wang, Xianli, Hethcoat, Matthew G., Parisien, Marc-Andre | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Vegetation Index, Landscape Patterns, Fire Dynamics, Surface Radiative Properties, Land Surface Temperature, Burned Area, Fire Occurrence |
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| Urban landscape affects scaling of transportation carbon emissions across geographic scales | Jung, Meen Chel, Wang, Tianzhe, Kang, Mingyu, Dyson, Karen, Dawwas, Emad B., Alberti, Marina | Fossil Fuel Burning, Atmospheric Carbon Dioxide | ||
| US oil and gas system emissions from nearly one million aerial site measurements | Sherwin, Evan D., Rutherford, Jeffrey S., Zhang, Zhan, Chen, Yuanlei, Wetherley, Erin B., Yakovlev, Petr V., Berman, Elena S. F., Jones, Brian B., Cusworth, Daniel H., Thorpe, Andrew K., Ayasse, Alana K., Duren, Riley M., Brandt, Adam R. | Methane, Petroleum Production/Use, Natural Gas Production/Use, Methane Production/Use | ||
| Underestimation of methane emissions from the Sudd wetland: Unraveling the impact of wetland extent dynamics | Dong, Bogang, Peng, Shushi, Liu, Gang, Pu, Tianjiao, GerleinSafdi, Cynthia, Prigent, Catherine, Lin, Xin | Methane, Surface Water Processes/Measurements, Wetlands | ||
| VR Reconstruction of Amazonian Geoglyphs Using LiDAR Data | Zhou, Albert, Wang, Fang, Walker, Robert S., Sturm, Mike, Nalmas, Amith, Murrell, Scottie | Lidar, Forest Composition/Vegetation Structure, Digital Elevation/Terrain Model (DEM), Canopy Characteristics | ||
| Vulnerability and climate risk analysis of the mangrove socio-ecosystem in Colombia | Herrera Carmona, Julio Cesar, Prussmann Uribe, Johanna, Abud Hoyos, Melissa, Zapata Padilla, Luis Alonso | Coastal, Biomass, Wetlands, Canopy Characteristics, Vegetation Height | ||
| Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on aerial lidar | Tolan, Jamie, Yang, Hung-I, Nosarzewski, Benjamin, Couairon, Guillaume, Vo, Huy V., Brandt, John, Spore, Justine, Majumdar, Sayantan, Haziza, Daniel, Vamaraju, Janaki, Moutakanni, Theo, Bojanowski, Piotr, Johns, Tracy, White, Brian, Tiecke, Tobias, Couprie, Camille | Lidar, Forest Composition/Vegetation Structure, Digital Elevation/Terrain Model (DEM), Canopy Characteristics, Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Terrain Elevation | ||
| Twenty Years of Progress, Challenges, and Opportunities in Measuring and | BondLamberty, Ben, Ballantyne, Ashley, Berryman, Erin, FluetChouinard, Etienne, Jian, Jinshi, Morris, Kendalynn A., Rey, Ana, Vargas, Rodrigo | Autotrophic Respiration (ra), Heterotrophic Respiration (rh) | ||
| Unveiling complementarities between mangrove restoration and global sustainable development goals. | Gong, Mimi, Teller, Noah, Golebie, Elizabeth J., Aczel, Miriam, Jiang, Zhimeng, Van Zeghbroeck, Joris, Liu, Jianguo | Vegetation Cover, Estuary, Erosion, Normalized Difference Vegetation Index (NDVI), Erosion, Land Resources, Mangroves, Coastal, Anthropogenic/Human Influenced Ecosystems | ||
| Unveiling complementarities between national sustainable development strategies through network analysis | Gong, Mimi, Yu, Ke, Xu, Zhenci, Xu, Ming, Qu, Shen | Vegetation Cover, Estuary, Erosion, Normalized Difference Vegetation Index (NDVI), Erosion, Land Resources, Mangroves, Coastal, Anthropogenic/Human Influenced Ecosystems | ||
| Changes in vegetation ecosystem carbon sinks and their response to drought in the karst concentration distribution area of Asia | Yang, Shunfu, Li, Yuan, Zhao, Yuluan, Lan, Anjun, Zhou, Chunfang, Lu, Hongxing, Zhou, Luanyu | Autotrophic Respiration (ra), Heterotrophic Respiration (rh) | ||
| Design and performance of the Climate Change Initiative Biomass global retrieval algorithm | Santoro, Maurizio, Cartus, Oliver, Quegan, Shaun, Kay, Heather, Lucas, Richard M., Araza, Arnan, Herold, Martin, Labriere, Nicolas, Chave, Jerome, Rosenqvist, Ake, Tadono, Takeo, Kobayashi, Kazufumi, Kellndorfer, Josef, Avitabile, Valerio, Brown, Hugh, Carreiras, Joao, Campbell, Michael J., Cavlovic, Jura, Bispo, Polyanna da Conceicao, Gilani, Hammad, Khan, Mohammed Latif, Kumar, Amit, Lewis, Simon L., Liang, Jingjing, Mitchard, Edward T.A., Pacheco-Pascagaza, Ana Maria, Phillips, Oliver L., Ryan, Casey M., Saikia, Purabi, Schepaschenko, Dmitry, Sukhdeo, Hansrajie, Verbeeck, Hans, Vieilledent, Ghislain, Wijaya, Arief, Willcock, Simon, Seifert, Frank Martin | Carbon, Forests, Lidar Backscatter, Biomass | ||
| Atmospheric data support a multi-decadal shift in the global methane budget towards natural tropical emissions | Drinkwater, Alice, Palmer, Paul I., Feng, Liang, Arnold, Tim, Lan, Xin, Michel, Sylvia E., Parker, Robert, Boesch, Hartmut | 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, Wetlands, Methane | ||
| Anthropogenic CO <sub>2</sub> emission estimates in the Tokyo | Ohyama, Hirofumi, Frey, Matthias M., Morino, Isamu, Shiomi, Kei, Nishihashi, Masahide, Miyauchi, Tatsuya, Yamada, Hiroko, Saito, Makoto, Wakasa, Masanobu, Blumenstock, Thomas, Hase, Frank | Biogeochemical Cycles, Primary Production, Respiration Rate, Carbon Flux, Photosynthesis | ||
| Allometric Equation for Aerial Carbon Estimation (AGC) of Rhizophora racemosa and Avicennia germinans Mangroves of Olende and Ozouri in the Ogooue ... | Aken, Igor Akendengue, Okanga-Guay, Marjolaine, Abaker, Madi, Dumont, Estelle, Boubala, Silas Davy Mbadinga, Ngombi-Pemba, Lauriss, Nieguitsila, Adelaide | Coastal, Biomass, Wetlands, Canopy Characteristics | ||
| A Methodological Framework for Mapping Canopy Cover Using ICESat-2 in | Narine, Lana L., Popescu, Sorin C., Malambo, Lonesome | Canopy Characteristics, Digital Elevation/Terrain Model (DEM), Forests | ||
| A Spatial Model Comparing Above-and Belowground Blue Carbon Stocks in Southwest Florida Mangroves and Salt Marshes | Radabaugh, Kara R., Moyer, Ryan P., Chappel, Amanda R., Breithaupt, Joshua L., Lagomasino, David, Dontis, Emma E., Russo, Christine E., Rosenheim, Brad E., Chambers, Lisa G., Peneva-Reed, Elitsa I., Smoak, Joseph M. | Coastal, Biomass, Wetlands, Canopy Characteristics | ||
| A spatially varying model for small area estimates of biomass density across the contiguous United States | May, Paul, McConville, Kelly S., Moisen, Gretchen G., Bruening, Jamis, Dubayah, Ralph | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Terrestrial Ecosystems, Biomass, LIDAR WAVEFORM, Forests, Carbon | ||
| 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 | ||
| Above Ground Carbon Biomass Estimate with Physics-Informed Deep Network | Nathaniel, Juan, Nyirjesy, Gabrielle, Watson, Campbell D., Albrecht, Conrad M., Klein, Levente J. | LIDAR WAVEFORM, Evergreen Vegetation, Deciduous Vegetation, Canopy Characteristics, Biomass, Shrubland/Scrub, Forests, Grasslands, Vegetation Cover |