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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| 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 | ||
| 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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| 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 | ||
| 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 | ||
| 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 | ||
| 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) | ||
| 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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| 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 | ||
| 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 | ||
| 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 | ||
| Intra-settlement scaling across the urban-rural continuum: material | Yang, Yiwei, Grammer, Benedikt, Prieto-Curiel, Rafael, Frantz, David, Haberl, Helmut, Wiedenhofer, Dominik | Fossil Fuel Burning, Atmospheric Carbon Dioxide | ||
| Quantifying urban fossil fuel CO2 emissions through | Liang, Ailin, Yang, Wanqing, Xiang, Chengzhi, Duan, Miaomiao | Carbon Flux | ||
| Seasonal and diurnal controls on methane and nitrous oxide dynamics in a | Cindrella, Joseph Joy, V., Sudheesh, Busala, Siva Kiran Kumar, Resmi, T.R., Renjith, K.R. | Atmospheric Carbon Dioxide, Methane, Wetlands, Wetlands | ||
| State of Wildfires 2024-2025 | Kelley, Douglas I., Burton, Chantelle, Di Giuseppe, Francesca, Jones, Matthew W., Barbosa, Maria L. F., Brambleby, Esther, McNorton, Joe R., Liu, Zhongwei, Bradley, Anna S. I., Blackford, Katie, Burke, Eleanor, Ciavarella, Andrew, Di Tomaso, Enza, Eden, Jonathan, Ferreira, Igor Jose M., Fiedler, Lukas, Hartley, Andrew J., Keeping, Theodore R., Lampe, Seppe, Lombardi, Anna, Mataveli, Guilherme, Qu, Yuquan, Silva, Patricia S., Spuler, Fiona R., Steinmann, Carmen B., Torres-Vazquez, Miguel Angel, Veiga, Renata, van Wees, Dave, Wessel, Jakob B., Wright, Emily, Bilbao, Bibiana, Bourbonnais, Mathieu, Gao, Cong, Di Bella, Carlos M., Dintwe, Kebonye, Donovan, Victoria M., Harris, Sarah, Kukavskaya, Elena A., N'Dri, Aya Brigitte, Santin, Cristina, Selaya, Galia, Sjostrom, Johan, Abatzoglou, John T., Andela, Niels, Carmenta, Rachel, Chuvieco, Emilio, Giglio, Louis, Hamilton, Douglas S., Hantson, Stijn, Meier, Sarah, Parrington, Mark, Sadegh, Mojtaba, San-Miguel-Ayanz, Jesus, Sedano, Fernando, Turco, Marco, van der Werf, Guido R., Veraverbeke, Sander, Anderson, Liana O., Clarke, Hamish, Fernandes, Paulo M., Kolden, Crystal A. | Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Fire Dynamics | ||
| Synthesis of a National Soil Dataset Across Productive Land in Mexico: | ArroyoCruz, Carlos E., Prado, Blanca, Kolb, Melanie, MoraPalomino, Lucy Natividad, ToddBrown, Katherine, Guevara, Mario | Soil Organic Carbon (SOC), Soil Bulk Density, Organic Matter | ||
| Separating and quantifying facility-level methane emissions with overlapping plumes for spaceborne methane monitoring | Pang, Yiguo, Tian, Longfei, Hu, Denghui, Gao, Shuang, Liu, Guohua | Methane, Emissions, Urban Areas, Infrastructure | ||
| Satellite quantification of methane emissions from South American countries: a high-resolution inversion of TROPOMI and GOSAT observations | Hancock, Sarah E., Jacob, Daniel J., Chen, Zichong, Nesser, Hannah, Davitt, Aaron, Varon, Daniel J., Sulprizio, Melissa P., Balasus, Nicholas, Estrada, Lucas A., Cazorla, Maria, Dawidowski, Laura, Diez, Sebastian, East, James D., Penn, Elise, Randles, Cynthia A., Worden, John, Aben, Ilse, Parker, Robert J., Maasakkers, Joannes D. | Wetlands, Methane, Emissions | ||
| Using hydrological modelling to improve the Fire Weather Index system | Mortelmans, J., Apers, S., De Lannoy, G. J. M., Veraverbeke, S., Field, R. D., Andela, N., Page, S. E., Bechtold, M. | Burned Area, Fire Dynamics, Fire Occurrence | ||
| What can we learn about tropospheric OH from satellite observations of methane? | Penn, Elise, Jacob, Daniel J., Chen, Zichong, East, James D., Sulprizio, Melissa P., Bruhwiler, Lori, Maasakkers, Joannes D., Nesser, Hannah, Qu, Zhen, Zhang, Yuzhong, Worden, John | 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 | ||
| TorchGeo: Deep Learning With Geospatial Data | Stewart, Adam J., Robinson, Caleb, Corley, Isaac A., Ortiz, Anthony, Lavista Ferres, Juan M., Banerjee, Arindam | Coastal, Biomass, Wetlands, Canopy Characteristics | ||
| Toward improving our understanding on land surface interactions using geoinformatics: the expected contribution of LISTEN-EO project | Petropoulos, George P., Detsikas, Spyridon E., Lekka, Christina | Atmospheric Carbon Dioxide, Carbon Dioxide | ||
| The utility of dynamic forest structure from GEDI lidar fusion in tropical mammal species distribution models | Burns, Patrick, Kaszta, Zaneta, Cushman, Samuel A., Brodie, Jedediah F., Hakkenberg, Christopher R., Jantz, Patrick, Deith, Mairin, Luskin, Matthew Scott, Ball, James G. C., Mohd-Azlan, Jayasilan, Burslem, David F. R. P., Cheyne, Susan M., Haidir, Iding, Hearn, Andrew James, Slade, Eleanor, Williams, Peter J., Macdonald, David W., Goetz, Scott J. | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, LIDAR WAVEFORM, Terrain Elevation, Digital Elevation/Terrain Model (DEM) | ||
| The North American Greenhouse Gas Budget: Emissions, Removals, and | Poulter, Benjamin, MurrayTortarolo, Guillermo, Hayes, Daniel J., Ciais, Philippe, Andrew, Robbie M., Bastos, Ana, Byrne, Brendan, Butman, David, Canadell, Josep G., Chatterjee, Abhishek, Domke, Grant, Feldman, Andrew, Foster, Kelsey, Hunka, Neha, Jackson, Robert B., Kurz, Werner A., Lindquist, Ayia, Liu, Maodian, Luijkx, Ingrid, Mialon, Arnaud, Michalak, Anna M., Miller, John, Obermeier, Wolfgang A., Pan, Naiqin, Randerson, James T., Raymond, Peter A., Regnier, Pierre, Resplandy, Laure, RocherRos, Gerard, RodriguezFernandez, Nemesio, Rosentreter, Judith, SalazarNeira, Julio Cesar, Tank, Suzanne E., Tian, Hanqin, Vargas, Rodrigo, Villalobos, Yohanna, Wang, Jonathan A., Wei, Xinyuan, Wickland, Kimberly P., Williams, Christopher, WindhamMyers, Lisamarie, Woodall, Christopher, Ying, Qing, Zhang, Zhen | Autotrophic Respiration (ra), Heterotrophic Respiration (rh) |