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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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| Meta-analysis of North American Arctic and boreal aboveground biomass datasets: assessing accuracy, dynamics, and similarities | Liang, Wanwan, Bauck, Kirsten, Maloney, Devon, Hoy, Elizabeth, Montesano, Paul, Lara, Mark J, Yang, Daryl, Forsythe, Jeremy, Duncanson, Laura, Walker, Xanthe, Wang, Jonathan A | Biomass, Forests, Grasslands, Alpine/Tundra, Carbon, Vegetation Cover, Land Use/Land Cover Classification, Land Use Classes, Biomass Dynamics |
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| Investigating the contributions of herbaceous vegetation biomass to soil | Jensen, Daniel, Solohin, Elena, Castaneda-Moya, Edward, Simard, Marc, Thompson, David R., Jones, Cathleen E., Christensen, Alexandra, Rovai, Andre, Fontenot, Andy, Twilley, Robert | Reflected Infrared, Deltas, VISIBLE IMAGERY, Wetlands, Reflectance, Salinity, Water Depth, Water Depth, Inundation, Surface Water Processes/Measurements, Sedimentation, Erosion/Sedimentation, Accretion, Soil Bulk Density, Organic Matter, Soil Organic Carbon (SOC), Sedimentation, Infrared Radiance, Estuary, Sediments, VIEWING GEOMETRY, Vegetation Cover, Geolocation, Visible Radiance, Biomass, Forests, Wetlands, Soil Rooting Depth, Vegetation Fraction, Primary Production |
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| Investigating the spatiotemporal behavior of VIC model parameters over the Tibetan plateau via global sensitivity analysis and machine learning | Li, Yazhen, Che, Tao, Dai, Liyun, Wu, Adan, Wang, Jing | Soil Classification, Soil Chemistry, Soil Bulk Density, Nitrogen, Carbon, Soil Horizons/Profile, Soil Moisture/Water Content, Soil Water Holding Capacity | ||
| Initial Estimates of Soil Mercury Emissions Induced by Soil Heating During Global Wildfires | Wang, Danyu, Chen, Long, Shen, Yuzhe, Chen, Qinzheng, Zhou, Qi, Ma, Tianqi, Yan, Jingjing, Li, Yumin, Wang, Yongjie, Yang, Yi | Carbon, Cation Exchange Capacity, Organic Matter | ||
| 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 | ||
| Optimizing fertilizer use for sustainable crops with Agrivoltaics in Mediterranean climates | Rapella, Lia, Viovy, Nicolas, Faranda, Davide, Drobinski, Philippe | Carbon, Nitrogen, Soil Water Holding Capacity, Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content, Soil Horizons/Profile | ||
| Optimizing Soil Moisture-Runoff Coupling Strength With Remotely Sensed | Feng, Huihui, Zhou, Jianhong, Wu, Zhiyong, Dong, Jianzhi, Brocca, Luca, Zhao, Long, He, Hai, Fan, Hui | Carbon, Cation Exchange Capacity, Organic Matter, Land Use/Land Cover Classification, Surface Soil Moisture | ||
| 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 | ||
| Exploring the Potential of Sub-Daily Microwave Remote Sensing Observations for Estimating Evaporation in Forests | Tronquo, Emma, Lievens, Hans, Steele-Dunne, Susan C., Verhoest, Niko E. C., Miralles, Diego G. | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Vegetation Cover, Land Use/Land Cover Classification, Carbon, Nitrogen, Soil Water Holding Capacity, Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content, Soil Horizons/Profile |
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| Experimental analysis and formula development for natural soil water infiltration processes in cold region freeze-thaw environments | Yao, Chuanhui, Liu, Yanli, Wang, Zejun, Diao, Yanfang, Tu, Weiming, Bao, Jing, Jin, Junliang, Ma, Yufei | Carbon, Cation Exchange Capacity, Organic Matter | ||
| 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 | ||
| Comparing modeled and measured carbon dioxide data at five canadian peatlands revealed highly variable non-growing season fluxes | Hettinga, E. Kathryn, Rezanezhad, Fereidoun, Persaud, Bhaleka D., Slowinski, Stephanie, Strack, Maria, Liu, Haojie, Lennartz, Bernd, Humphreys, Elyn, Wu, Jianghua, Skeeter, June, Knox, Sara H., Alcock, Haley, Sonnentag, Oliver, Detto, Matteo, Van Cappellen, Philippe | Land Use/Land Cover Classification, Fire Occurrence, Land Surface Temperature, THERMAL ANOMALIES, Root Zone Soil Moisture, Surface Soil Moisture, Gross Primary Production (gpp), Heterotrophic Respiration (rh), NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Organic Carbon (SOC) |
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| 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 | ||
| Assessing the role of tropical cyclones on drought characteristics in the Hurricane Region of the Americas between 1983 and 2024 | Herrera, Dimitris A., Dominguez, Christian, Centella, Abel, SanchezMurillo, Ricardo, Hidalgo, Hugo G., Cook, Benjamin I., Maxwell, Justin T., Pons, Diego, Bregy, Joshua C., SierraLorenzo, Maibys, Bezanilla, Arnoldo, Carrillo, Carlos M., Zhu, Yijie, Nunez Ocasio, Kelly, Taylor, Michael, Stephenson, Tannecia, Jones, Jhordanne, Hammel, Jordyn, Holliday, Karson | Carbon, Nitrogen, Soil Water Holding Capacity, Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content, Soil Horizons/Profile | ||
| Land carbon sink distribution in Northern Eurasia is driven by climate change | Melnikova, I., Yokohata, T., Schepaschenko, D., Sitch, S., Maksyutov, S. | Forest Yields, Biomass, Carbon, 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 |