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 Carbon Data
List of peer-reviewed publications that cite using Carbon data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
|---|---|---|---|---|
| Impacts of Permafrost Degradation on N<SUB>2</SUB>O Emissions From Natural Terrestrial Ecosystems in Northern High Latitudes: A Process-Based Biogeochemistry Model Analysis | Yuan, Ye, Zhuang, Qianlai, Zhao, Bailu, Shurpali, Narasinha | Carbon, Nitrogen, Soil Water Holding Capacity, Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content, Soil Horizons/Profile | ||
| Improved Modeling of Vegetation Phenology Using Soil Enthalpy | Sun, Xupeng, Lu, Ning, Shen, Miaogen, Qin, Jun | Carbon, Cation Exchange Capacity, Organic Matter | ||
| Harmonized global soil carbon and respiration datasets with derived turnover time and temperature sensitivity | 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), Soil Respiration, Ecosystem Functions, Soil Respiration | ||
| Harnessing green wealth: A two-decade global assessment of forest carbon | Gorain, Subrata, Dutta, Suman, Balo, Sumana, Malakar, Ayushman, Roy Choudhury, Malini, Das, Sumanta | Forest Yields, Biomass, Carbon, Forests | ||
| Higher Sensitivity of Deep Soil Root Productivity to Precipitation Changes | Huo, Xinxing, Zhang, Bingwei, Ciais, Philippe, Luo, Yiqi, Peng, Changhui, Tian, Yuhong, Wu, Xiuchen | Carbon, Cation Exchange Capacity, Organic Matter | ||
| GPP estimation by transfer learning with combined solar-induced chlorophyll fluorescence and eddy covariance data | Ma, Yongming, Guan, Xiaobin, Wang, Yuchen, Li, Yuyu, Lin, Dekun, Shen, Huanfeng | Radiative Flux, Air Temperature, Water Vapor, Carbon, Surface Winds, Photosynthetically Active Radiation, Soil Temperature, Heat Flux | ||
| Integrating remote sensing data with watershed-scale ecohydrological modeling in diverse forest and agricultural landscapes of the Upper Mississippi River Basin | Risal, Avay, Karki, Ritesh, Qi, Junyu | Evapotranspiration, Latent Heat Flux, Biomass, Vegetation Species, Fire Disturbance, Forest Harvesting and Engineering, Carbon, Forests | ||
| Mismatch between coccolithophore-based estimates of particulate inorganic carbon (PIC) concentration and satellite-derived PIC concentration in the Pacific Southern ... | Saavedra-Pellitero, Mariem, Baumann, Karl-Heinz, Bachiller-Jareno, Nuria, Lovell, Harold, Vollmar, Nele Manon, Malinverno, Elisa | Ocean Color, Reflectance, Aerosol Optical Depth/Thickness, Angstrom Exponent, Chlorophyll Concentration, Attenuation/Transmission, Organic Carbon, Inorganic Carbon, Fluorescence, Photosynthetically Active Radiation, Inorganic Carbon, CARBON, Ocean Optics | ||
| Land change, fire, and climate weaken carbon sink in the conterminous United States | Liu, Jinxun, Sleeter, Benjamin M., Zhu, Zhiliang, Cochrane, Mark A., Zhou, Qiang, Wang, Bin, Domke, Grant M., Selmants, Paul C., Windham-Myers, Lisamarie, Zhu, Qiuan, Wilson, Tamara S., Byrd, Kristin B., Ward, Eric J., Sohl, Terry L., Hawbaker, Todd J., Zhang, Zhen, Soulard, Christopher E., Wickland, Kimberly P., Striegl, Robert G. | Biomass, Forests, Grasslands, Alpine/Tundra, Litter Characteristics, Carbon | ||
| Mapping accumulated carbon storage of global mangroves from 2000 to 2020 at a 1 km resolution | Wang, Moran, Zhang, Tianyuan, Xie, Yongjuan, Zhang, Zhiqiang, Wu, Xudong | Biomass, Forests, Grasslands, Alpine/Tundra, Estuary, Normalized Difference Vegetation Index (NDVI), Coastal, Soil Organic Carbon (SOC), Land Use/Land Cover | ||
| Mapping Out the Yields of Energy Crops With DataDriven Global Models, Including Climate and Soil Predictors | Saadaoui, Siwar, Makowski, David, Gabrielle, Benoit, Brunelle, Thierry | Carbon, Cation Exchange Capacity, Organic Matter | ||
| Lightning disaster risk assessment of power distribution grid with Kmeans-SMOTE optimized BO-XGBoost and SHAP | Zhou, Qibin, Deng, Xiaochong, Bian, Xiaoyan, Chen, Kenhan, Chen, Shangjie, Yong, Wu | Carbon, Cation Exchange Capacity, Organic Matter | ||
| Non-stationary streamflow responses to forest harvesting vary along topographic gradients in a sub-alpine watershed of Southwest China | Deng, Shiyu, Zhang, Mingfang, Hou, Yiping, Jiang, Zhiwei, Li, Qiang, Liu, Shirong | Carbon, Cation Exchange Capacity, Organic Matter | ||
| Permafrost, Peatland, and Cropland Regions Are Key to Reconciling North | Foster, Kelsey T., Sun, Wu, Merder, Julian, Hararuk, Oleksandra, Kurz, Werner A., Malhotra, Avni, Metsaranta, Juha, Nesdoly, Andrea, Sinha, Eva, BondLamberty, Ben, Huntzinger, Deborah, Natali, Susan M., Schwalm, Christopher, Michalak, Anna M. | Precipitation Amount, Alpine/Tundra, Biomass, Forests, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Cover, Permafrost, NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Depth, Soil Moisture/Water Content, Soil Respiration, Gross Primary Production (gpp), Snow Depth, Atmospheric Carbon Dioxide, Surface Temperature, Land Use/Land Cover Classification, Land Use Classes, Albedo | ||
| Quantifying the hydrological processes in the Tarim River Basin, China, using a coupled groundwater/surface water model | Chen, Danhong, Zeng, Xiankui, Gui, Dongwei, Wang, Dong, Wu, Jichun | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Carbon, Cation Exchange Capacity, Organic Matter | ||
| Occurrence of flash drought in reservoirs in the semi-arid area of the Ceara State, Brazil | Goncalves, Suellen Teixeira Nobre, Vasconcelos Junior, Francisco das Chagas, Silveira, Cleiton da Silva, da Costa, Jose Micael Ferreira, Marcos Junior, Antonio Duarte | Carbon, Cation Exchange Capacity, Organic Matter | ||
| Probabilistic assessment of water network influence zones and ecosystem responses following the middle route of the South-to-North Water Diversion Project | Jiang, Tianliang, Qu, Yanping, Zhang, Xuejun, Su, Dandan, Han, Yu, Zhao, Ruixuan | Carbon, Cation Exchange Capacity, Organic Matter | ||
| Protracted vegetation recovery after compound drought and hot extreme compared to general drought | Huang, Mengtian, Zhai, Panmao | Carbon, Cation Exchange Capacity, Organic Matter | ||
| Land use change and forest management affect soil carbon stocks in the central hardwoods, U.S. | Nave, Lucas E., DeLyser, Kendall, Domke, Grant M., Holub, Scott M., Kabrick, John M., Keller, Adrienne B., Leopold, Patricia, Peters, Matthew P., Solarik, Kevin A., Swanston, Christopher W. | Biomass, Carbon | ||
| Nitrogen Deposition Significantly Altered the Climatic Sensitivity of Vegetation Phenology | Chen, Yuzhu, Li, Peng, Luo, Yunpeng, Wang, Longjun, Peng, Ying, Li, Tong, Zhou, Xiaolu, Peng, Changhui | Atmospheric Carbon Dioxide, Nitrogen Compounds, Longwave Radiation, Shortwave Radiation, Air Temperature, Precipitation Amount, Agricultural Lands, Land Use/Land Cover Classification, Leaf Characteristics, Soil Chemistry, Soil Classification, Discharge, Soil Depth, Biomass, Soil Moisture/Water Content, Albedo, Photosynthetically Active Radiation, Carbon, Respiration Rate, Atmospheric Water Vapor, Runoff | ||
| Planted Forests in China Have Higher Drought Risk Than Natural Forests | Ma, Longlong, Ma, Jun, Yan, Pu, Tian, Feng, Penuelas, Josep, Rao, Mukund Palat, Fu, Yongshuo, Hu, Zhenhong | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Carbon, Cation Exchange Capacity, Organic Matter | ||
| Insights into terrestrial carbon and water cycling from the global eddy covariance network | Xiao, Jingfeng, Baldocchi, Dennis, Ichii, Kazuhito, Li, Fei, Papale, Dario | Radiative Flux, Air Temperature, Water Vapor, Carbon, Surface Winds, Photosynthetically Active Radiation, Soil Temperature, Heat Flux | ||
| A Lagrangian view on severe haze in Beijing: local and long-range sources of trace gases and primary and secondary aerosols | Foreback, Benjamin, Clusius, Petri, Baykara, Metin, Mahura, Alexander, Pichelstorfer, Lukas, Xavier, Carlton, Zhou, Putian, Kokkonen, Tom V., Kerminen, Veli-Matti, Liu, Yongchun, Xia, Men, Chen, Xin, Hua, Chenjie, Wang, Zongcheng, Palmer, Paul I., Nuterman, Roman, Baklanov, Alexander, Ciarelli, Giancarlo, Sinclair, Victoria A., Liu, Zhi-Song, Ashu, Taiwo, Ashu, Valery, Kulmala, Markku, Paasonen, Pauli, Boy, Michael | Carbon, Cation Exchange Capacity, Organic Matter | ||
| Aboveground biomass mapping of Canada with SAR and optical satellite | Qin, Shuhong, Wang, Hong, Rogers, Cheryl, Bermudez, Jose, Lourenco, Ricardo Barros, Zhang, Jingru, Li, Xiuneng, Chau, Jenny, Tompalski, Piotr, Gonsamo, Alemu | Carbon, Carbon Sequestration, Carbon Flux, Forests | ||
| A time-varying index for agricultural suitability across Europe from 15002000 | Lehner, Alexander, Philippe, Dylan | Carbon, Cation Exchange Capacity, Organic Matter |