Delivery of new Suomi National Polar-orbiting Partnership (Suomi NPP) satellite observations will cease on November 2, 2026. Data users should transition now to alternative products from NOAA-21 and NOAA-20.
Suomi NPP data announcement
Publications Citing Carbon Data
List of peer-reviewed publications that cite using Carbon data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| A review of forward modelling and retrieval approaches for forest soil | Colliander, Andreas, Schwank, Mike, Zhou, Yiwen, Kurum, Mehmet, Vittucci, Cristina, Tsang, Leung, Roy, Alex, Berg, Aaron | Brightness Temperature, Surface Soil Moisture, Gross Primary Production (gpp), Heterotrophic Respiration (rh), NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Organic Carbon (SOC) |
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| Reconfiguring China's interprovincial rice distribution to support low-carbon goals under climate change | Yang, Jintao, Zhao, Fang-He, Li, Manchun, Jiang, Penghui, Hu, Zhepeng | Carbon, Cation Exchange Capacity, Organic Matter | ||
| Transferring soil moisture estimation skills to evapotranspiration and | Feng, Huihui, Zhou, Jianhong, Wu, Zhiyong, Dong, Jianzhi, Zhao, Long, Brocca, Luca, He, Hai | Carbon, Cation Exchange Capacity, Organic Matter, Surface Soil Moisture | ||
| 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 | ||
| A global, daily carbon budget for terrestrial ecosystems constrained by satellite observations of soil moisture: The SMAP Level 4 carbon product at ten years | Endsley, K. Arthur, Kimball, John S., Reichle, Rolf H., Ardizzone, Joseph V., Kundig, Tobias, Colligan, Thomas, Heinke, Jens, Kato, Etsushi, Knauer, Jurgen, Ma, Lei, Nutzel, Tobias, Sun, Qing, Yuan, Wenping | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Root Zone Soil Moisture, Surface Soil Moisture, Gross Primary Production (gpp), Heterotrophic Respiration (rh), NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Organic Carbon (SOC), Atmospheric Carbon Dioxide, Respiration Rate, Air Temperature, Surface Winds, Net Radiation, Heat Flux |
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| 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 | ||
| ABCFlux v2: Arcticboreal CO2 and CH4 monthly flux observations and ancillary information across terrestrial and freshwater ecosystems | Virkkala, Anna-Maria, Wargowsky, Isabel, Vogt, Judith, Kuhn, McKenzie A., Madaan, Simran, Windholz, Tiffany, Arndt, Kyle A., Rocher-Ros, Gerard, Gockede, Mathias, Olefeldt, David, Schuur, Edward A. G., Bastviken, David, O'Keefe, Richard, Rogers, Brendan M., Watts, Jennifer D., Kent, Kelcy, Aalstad, Kristoffer, Aho, Kelly, Ala-Konni, Joonatan, Alcock, Haley, Althuizen, Inge, Arp, Christopher D., Asanuma, Jun, Aurela, Mika, Balathandayuthabani, Sivakiruthika, Attermeyer, Katrin, Barr, Alan, Barret, Maialen, Batkhishig, Ochirbat, Biasi, Christina, Bjorkman, Mats P., Black, Andrew, Blanc-Betes, Elena, Bodmer, Pascal, Boike, Julia, Bolek, Abdullah, Bouchard, Frederic, Bussmann, Ingeborg, Cabrol, Lea, Canfora, Eleonora, Carey, Sean, Castro-Morales, Karel, Chae, Namyi, Christen, Andreas, Christensen, Torben R., Christiansen, Casper T., Chu, Housen, Clark, Graham, Clayer, Francois, Crill, Patrick, Cunada, Christopher, Davidson, Scott J., Dean, Joshua F., Dengel, Sigrid, Detto, Matteo, Dieleman, Catherine, Domine, Florent, Dyukarev, Egor, Edgar, Colin, Elberling, Bo, Emmerton, Craig A., Euskirchen, Eugenie, Falvo, Grant, Friborg, Thomas, Garneau, Michelle, Giamberini, Mariasilvia, Glagolev, Mikhail V., Gonzalez-Meler, Miquel A., Granath, Gustaf, Gumundsson, Jon, Happonen, Konsta, Harazono, Yoshinobu, Harris, Lorna, Hashemi, Josh, Hasson, Nicholas, Heerah, Janna, Heffernan, Liam, Helbig, Manuel, Helgason, Warren, Heliasz, Michal, Henry, Greg, Hensgens, Geert, Hiyama, Tetsuya, Holmes, Beth, Hock, Macall, Holl, David, Holst, Jutta, Holst, Thomas, Hould-Gosselin, Gabriel, Humphreys, Elyn, Hung, Jacqueline, Huotari, Jussi, Ikawa, Hiroki, Ilyasov, Danil V., Ishikawa, Mamoru, Iwahana, Go, Iwata, Hiroki, Jackowicz-Korczynski, Marcin Antoni, Jansen, Joachim, Jarveoja, Jarvi, Jassey, Vincent E. J., Jensen, Rasmus, Jentzsch, Katharina, Jespersen, Robert G., Johannesson, Carl-Fredrik, Jones, Cheristy P., Jonsson, Anders, Jung, Ji Young, Juutinen, Sari, Kane, Evan, Karlsson, Jan, Karsanaev, Sergey, Kasak, Kuno, Kelly, Julia, Kempton, Kasha, Klaus, Marcus, Kling, George W., Kljun, Natascha, Knutson, Jacqueline, Kobayashi, Hideki, Kochendorfer, John, Kohonen, Kukka-Maaria, Kolari, Pasi, Korkiakoski, Mika, Korrensalo, Aino, Kortelainen, Pirkko, Koster, Egle, Koster, Kajar, Kotani, Ayumi, Krishnan, Praveena, Kurbatova, Juliya, Kutzbach, Lars, Kwon, Min Jung, Kyzivat, Ethan D., Lagroix, Jessica, Langhorst, Theodore, Lapshina, Elena, Larmola, Tuula, Larsen, Klaus S., Laurion, Isabelle, Ledman, Justin, Lee, Hanna, Leffler, A. Joshua, Lesack, Lance, Lindroth, Anders, Lipson, David, Lohila, Annalea, Lopez-Blanco, Efren, St. Louis, Vincent L., Lundin, Erik, Luoto, Miska, Machimura, Takashi, Magnani, Marta, Malhotra, Avni, Maljanen, Marja, Mammarella, Ivan, Mannisto, Elisa, Marchesini, Luca Belelli, Marsh, Phil, Martikainen, Pertti J., Marushchak, Maija E., Mastepanov, Mikhail, Mavrovic, Alex, Maximov, Trofim, Minions, Christina, Nadeau, Daniel F., Montemayor, Marco, Morishita, Tomoaki, Murphy, Patrick, Nicholls, Erin, Nilsson, Mats B., Niyazova, Anastasia, Norden, Jenni, Noumonvi, Koffi Dodji, Nykanen, Hannu, Oechel, Walter, Ojala, Anne, Okadera, Tomohiro, Pal, Sujan, Panov, Alexey V., Papakyriakou, Tim, Papale, Dario, Park, Sang-Jong, Parmentier, Frans-Jan W., Pastorello, Gilberto, Peacock, Mike, Peichl, Matthias, Petrov, Roman, St. Pierre, Kyra, Pirk, Norbert, Plein, Jessica, Preskienis, Vilmantas, Prokushkin, Anatoly, Pumpanen, Jukka, Rains, Hilary A., Rakos, Niklas, Rasanen, Aleksi, Rautakoski, Helena, Rinnan, Riikka, Rinne, Janne, Rocha, Adrian, Roulet, Nigel, Roy, Alexandre, Rutgersson, Anna, Sabrekov, Aleksandr F., Sachs, Torsten, Sahlee, Erik, Salazar, Alejandro, Sawakuchi, Henrique Oliveira, Schulze, Christopher, Seco, Roger, Sepulveda-Jauregui, Armando, Serikova, Svetlana, Serrone, Abbey, Silvennoinen, Hanna M., Sjogersten, Sofie, Skeeter, June, Snoalv, Jo, Sobek, Sebastian, Sonnentag, Oliver, Stanley, Emily H., Strack, Maria, Strom, Lena, Sullivan, Patrick, Sullivan, Ryan, Sytiuk, Anna, Tagesson, Torbern, Taillardat, Pierre, Talbot, Julie, Tank, Suzanne E., Tenuta, Mario, Terenteva, Irina, Thalasso, Frederic, Thiboult, Antoine, Thorgeirsson, Halldor, Garcia Tigreros, Fenix, Torn, Margaret, Townsend-Small, Amy, Treat, Claire, Tremblay, Alain, Trotta, Carlo, Tuittila, Eeva-Stiina, Turetsky, Merritt, Ueyama, Masahito, Umair, Muhammad, Vaha, Aki, van Delden, Lona, van Hardenbroek, Maarten, Varlagin, Andrej, Varner, Ruth K., Virtanen, Tarmo, Veretennikova, Elena, Vesala, Timo, Voigt, Carolina, Vonk, Jorien E., Wagner, Robert, Walter Anthony, Katey, Wang, Qinxue, Watanabe, Masataka, Webb, Hailey, Welker, Jeffrey M., Westergaard-Nielsen, Andreas, Westermann, Sebastian, White, Jeffrey R., Wille, Christian, Williamson, Scott N., Zolkos, Scott, Zona, Donatella, Natali, Susan M. | Atmospheric Carbon Dioxide, NET ECOSYSTEM CO2 EXCHANGE (NEE), GREENHOUSE GAS FLUX, Soils, Soil Temperature, Lake/Pond, Soil Moisture/Water Content, Methane, Water Table, Air Temperature, Active Layer, Soil Depth | ||
| Aboveground woody biomass regression and uncertainty estimation from spaceborne lidar and optical datasets | Melzow, Hailey S., Osorio Leyton, Javier, Popescu, Sorin C., Olariu, Horia G., Wu, X. Ben | Vegetation Height, Biomass, Carbon, Forests, Terrestrial Ecosystems, LIDAR WAVEFORM, Evergreen Vegetation, Shrubland/Scrub, Grasslands, Canopy Characteristics, Deciduous Vegetation | ||
| Adaptive policies balancing trade, productivity and cropland increases can support Zambia's nutrition security under future climate shocks | Jennings, Stewart, Challinor, Andrew, Macdiarmid, Jennie I., King, Richard, Pope, Edward, Whitfield, Stephen, Sarku, Rebecca, Chomba, Christian, Nawiko, Masiye, Nkanyani, Shiluva Chauke, Horgan, Graham, Hellin, Jon, Ngendo, Mary, Fisher, Eleanor, You, Liangzhi, Timu, Anne, Pacillo, Grazia, Caroli, Giulia, Belli, Anna, Chilambe, Pedro Anglaze, Girvetz, Evan, Rose, Sabrina, Amarnath, Giriraj, Kennedy-Asser, Alan, Rigby, Richard, Loboguerrero, Ana Maria | Carbon, Cation Exchange Capacity, Organic Matter | ||
| Advancing aboveground biomass mapping in Alaska's boreal forest using UAVSAR polarimetric features and NDVI-normalized field data | Badola, Anushree, Panda, Santosh K., Ford, Elizabeth, Juday, Glenn P., Maiti, Abhisek, Gens, Rudiger | Biomass, Forests, Carbon, Vegetation Cover | ||
| Atmospheric CO2 observations reveal seasonality bias in Arcticboreal carbon flux estimates | Wen, Jiaming, Sun, Wu, Foster, Kelsey T, Bond-Lamberty, Ben, Miller, Charles E, Feng, Liang, Michalak, Anna M | Respiration Rate, Carbon Flux, Atmospheric Carbon Dioxide, Gross Primary Production (gpp), Soil Respiration, NET ECOSYSTEM CO2 EXCHANGE (NEE), Methane, Wind Dynamics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Leaf Characteristics, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Primary Production, Photosynthesis, Reflectance, Chlorophyll, Solar Induced Fluorescence, Atmospheric Carbon Monoxide, Upper Air Temperature, Humidity, Wind Speed, Boundary Layer Winds, Atmospheric Ozone, Water Vapor |
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| Assessing soil organic carbon sequestration in agricultural lands using the RothC model: A multi-country evaluation of the FAO-GSP approach in Congo, Chile, Mexico, and the United States of America | Arroyo-Cruz, Carlos E., Varon-Ramirez, Viviana Marcela, Grunwald, Sabine, Prado, Blanca, Sepulveda-Parada, Maria de los Angeles, Zagal, Erick, Mora, Andrea, Barrera, Juan A., Cordova, Carolin, Koutika, Lydie Stella, Morales, Luis, Duarte, Efrain, Paolo, Luciano Elias Di, Peralta, Guillermo, Vazquez-Lule, Alma, Guevara, Mario | Soil Organic Carbon (SOC), Soil Bulk Density, Organic Matter | ||
| Assessing spatial heterogeneity of active layer thickness over Arctic-foothills tundra, North Slope Alaska | Du, Jinyang, Endsley, K. Arthur, Bakian Dogaheh, Kazem, Kimball, John S., Moghaddam, Mahta, Douglas, Thomas A., Melebari, Asem, Eskandari, Sepehr, Kim, Jinhyuk E., Whitcomb, Jane, Zhao, Yuhuan, Henze, Sophia | Soil Depth, Active Layer, Soil Moisture/Water Content, Alpine/Tundra, Nitrogen, Organic Matter, Carbon, Surface Roughness, Digital Surface Model (DSM), Aquatic Ecosystems, Terrestrial Ecosystems, Vegetation, Soils | ||
| A Biomass Index-Based Approach on Aboveground Biomass Estimation With | Zhang, Qianyin, Zhou, Hui, Ma, Yue, Yan, Shi, Li, Song, Wang, Heng, Wang, Zitian | Forests, Biomass, Carbon | ||
| A case study of radionuclide physicochemical characterization and dispersion modelling at the European Spallation Source under a postulated worst-case scenario | Ramljak, Belikse, Thomasson, August, Raaf, Christopher, Eriksson Stenstrom, Kristina | Soil Classification, Soil Chemistry, Soil Bulk Density, Nitrogen, Carbon, Soil Horizons/Profile, Soil Moisture/Water Content, Soil Water Holding Capacity | ||
| A quantitative evaluation of forest aboveground biomass density map products in Oregon, USA | Hudak, Andrew T, Bakken, Jennifer L, Lister, Andrew, Mauro, Francisco, Gregory, Matthew J, Riley, Karin, Wilson, Barry, Santoro, Maurizio, Healey, Sean, Ma, Lei, Yu, Yifan, Bright, Benjamin C, Byrne, John, Mita, Roy, Houtman, Rachel M, Shaw, John D, Fekety, Patrick A, Domke, Grant, Walters, Brian, Bell, David M, Weiskittel, Aaron, Atkins, Jeff W, Duncanson, Laura, Hunka, Neha, Kennedy, Robert, Babcock, Chad, Saatchi, Sassan, Raczka, Brett, Silva, Carlos, Tang, Hao, Hurtt, George | Biomass, Carbon, Forests, Litter Characteristics, Carbon, Carbon Sequestration, Carbon Flux, Terrestrial Ecosystems, LIDAR WAVEFORM |
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| Delta-X: An airborne remote sensing framework to calibrate hydrodynamic | Simard, Marc, Jones, Cathleen E., Twilley, Robert R., Castaneda-Moya, Edward, Fagherazzi, Sergio, Fichot, Cedric G., Lamb, Michael P., Passalacqua, Paola, Pavelsky, Tamlin M., Thompson, David R., Belhadj-aissa, Saoussen, Biswas, Pradipta, Christensen, Alexandra, Cortese, Luca, Denbina, Michael, Donatelli, Carmine, Flores, Sarah, Fontenot, Andy, Harringmeyer, Joshua P., Jensen, Daniel, Mallard, John, Nghiem, Justin, Oliver-Cabrera, Talib, Payandeh, Ali Reza, Rovai, Andre S., Solohin, Elena, Soloy, Antoine, Varugu, Bhuvan, Wang, Dongchen, Wright, Kyle, Zhang, Xiaohe, Zheng, Yang | Hydroperiod, Inundation, Water Channels, Surface Water Processes/Measurements, Estuary, Water Depth, Coastal Bathymetry, Wetlands, Deltas, RIVERS/STREAMS, Digital Elevation/Terrain Model (DEM), Coastal Elevation, Wetlands, Stage Height, Salt Marsh, Coastal, Biomass, Wetlands, Sediments, Water Temperature, Sediment Transport, Discharge/Flow, Forests, Suspended Solids, Terrain Elevation, Primary Production, Drainage, Vegetation Species, Plant Characteristics, Sedimentation, Accretion, Isotopic Age, Soil Horizons/Profile, Infrared Radiance, Sedimentation, VIEWING GEOMETRY, Vegetation Cover, Geolocation, Visible Radiance, Sediment Transport, Sediment Transport, Attenuation/Transmission, Vegetation Fraction, Sea Level Changes, Reflected Infrared, VISIBLE IMAGERY, Reflectance, Isotopes, Nutrients, Nutrient Cycling, Isotope Ratios, Sediment Transport, Sediment Transport, Nitrogen, Organic Matter, Soil Bulk Density, Carbon, Potassium, Nitrogen, Dominant Species, Soil Rooting Depth, Salinity, Sediment Composition, Organic Matter, Solids, Surface Water Chemistry, Soil Organic Carbon (SOC), Sedimentation, Water Depth, Water Characteristics, Turbidity, Chlorophyll Concentrations, Sedimentation |
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| Depth-dependent hydrological and substrate dynamics enhance methane modeling and inform water management in rice systems | Tang, Rongyun, Li, Bonan, Moreno-Garcia, Beatriz, Tajfar, Elahe, Reba, Michele, Guan, Kaiyu, Peng, Bin, Oikawa, Patty, Runkle, Benjamin R.K. | Grasslands, Carbon, Nitrogen, Phosphorus, Agricultural Lands, Sulfur, Forests, Savannas | ||
| Climate- and Land-Use Dynamics Shape the Habitat Distribution of Butea monosperma (Lam.) Kuntze in India: An Ensemble Species Distribution Modeling Approach | Mathur, Manish, Mathur, Preet | Photosynthetically Active Radiation, Carbon, Forests, Respiration Rate, Primary Production, Heat Flux, Sediment Transport, Soil Respiration, Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance, Cropland, Water Resources | ||
| Carbon and nutrient mobilization across inundation gradients in an emerging freshwater delta | Berens, Matthew J., Schwaner, Geoff, Herndon, Elizabeth M. | Water Characteristics, Turbidity, Water Temperature, Estuary, Chlorophyll Concentrations, Nitrogen, Organic Matter, Wetlands, Soil Bulk Density, Carbon, Potassium, Surface Water Processes/Measurements, Sediments, Sedimentation, Soil Organic Carbon (SOC) | ||
| Human pressure and biodiversity modify forest resilience after extreme multi-year droughts | Wu, Tianjing, Liu, Yanxu, Chen, Liangzhi, Fu, Zheng, Fu, Bojie, Li, Yan, Wu, Xutong, Ding, Jingyi, Li, Changjia, Wang, Shuai, Zhao, Wenwu, Gessler, Arthur | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Carbon, Cation Exchange Capacity, Organic Matter | ||
| Human activity increases Arctic fire occurrence within and near lit areas | Akandil, Cengiz, Heim, Ramona J., Plekhanova, Elena, Rietze, Nils, Roman, Miguel O., Wang, Zhuosen, Furrer, Reinhard, Schaepman-Strub, Gabriela | Emissivity, Land Surface Temperature, Respiration Rate, Carbon Flux, Atmospheric Carbon Dioxide, Gross Primary Production (gpp), Soil Respiration, NET ECOSYSTEM CO2 EXCHANGE (NEE) | ||
| Hydrological cycle intensification and permafrost thaw drive increased freshwater and organic carbon inputs to northern Alaska estuaries | Rawlins, Michael A., Connolly, Craig T., McClelland, James W. | Carbon, Nitrogen, Soil Water Holding Capacity, Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content, Soil Horizons/Profile, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation, Leaf Area Index (LAI), Normalized Difference Vegetation Index (NDVI) | ||
| Increasing river sediment concentration and flux across the pan-Arctic | Tian, Shang, Li, Dongfeng, Zhang, Ting, McClelland, James W., Overeem, Irina, Lane, Stuart N., Spencer, Robert G. M., Wohl, Ellen, Sha, Anmeng, Zhao, Yi, Miao, Chiyuan, Ning, Munan, Yuan, Li, Ni, Jinren | Landscape Processes, Permafrost, Carbon, Periglacial Processes, Topography | ||
| Incorporating observed fire severity in refined emissions estimates for boreal and temperate forest fires in the carbon budget model CBM-CFS3 v1.2 | Thompson, Dan K., Whitman, Ellen, Hafer, Mark, Hararuk, Oleksandra, Hanes, Chelene, Manvailer Goncalves, Vinicius, Hudson, Ben | Vegetation Cover, Forests, Biomass Burning, Surface Temperature, Precipitation Amount, Fire Dynamics, Fire Occurrence, Carbon, Burned Area, Biomass, Soil Moisture/Water Content, Topographic Effects |