Publications Citing Carbon Data

List of peer-reviewed publications that cite using Carbon data.

Title	Year Sort ascending	Author	Topic	Dataset
Meta-analysis of North American Arctic and boreal aboveground biomass datasets: assessing accuracy, dynamics, and similarities	2026	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	Global Aboveground and Belowground Biomass Carbon Density Maps for the Year 2010 ABoVE: Annual Aboveground Biomass for Boreal Forests of ABoVE Core Domain, 1984-2014 Aboveground Biomass Density for High Latitude Forests from ICESat-2, 2020 ABoVE: Landsat-derived Annual Dominant Land Cover in Boreal North America, 1986-2020 ABoVE: Landsat-derived Annual Aboveground Biomass Density and Uncertainty, 1984-2022
Investigating the spatiotemporal behavior of VIC model parameters over the Tibetan plateau via global sensitivity analysis and machine learning	2026	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	Global Soil Data Products CD-ROM Contents (IGBP-DIS)
Investigating the contributions of herbaceous vegetation biomass to soil	2026	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	Delta-X: AVIRIS-NG L2 Surface Reflectance, MRD Louisiana, 2021 Delta-X: Delft3D FM, Extended Domain Hydrodynamic Model Delta-X: AVIRIS-NG BRDF-Adjusted Surface Reflectance and Mosaics, MRD, LA, 2021, V3 Delta-X: Feldspar Sediment Accretion Measurements, MRD, LA, USA, 2019-2023, Version 4 Delta-X: AVIRIS-NG L1B Spectral Radiance Products, MRD, Louisiana, 2021 Delta-X AVIRIS-NG and UAVSAR L3 Derived Forest Aboveground Biomass, MRD, LA Delta-X: Belowground Biomass and Necromass across Wetlands, MRD, LA, USA, 2021, V2 Delta-X: Aboveground Biomass and Necromass across Wetlands, MRD, Louisiana, 2021, V2 Delta-X: AVIRIS-NG L2B Derived Fractional Cover, MRD, LA, USA, 2021 Delta-X: AVIRIS-NG L3 Derived Herbaceous Aboveground Biomass, MRD, Louisiana, USA, V3
Initial Estimates of Soil Mercury Emissions Induced by Soil Heating During Global Wildfires	2026	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	Regridded Harmonized World Soil Database v1.2
Human pressure and biodiversity modify forest resilience after extreme multi-year droughts	2026	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	Global Vegetation Greenness (NDVI) from AVHRR GIMMS-3G+, 1981-2022 Regridded Harmonized World Soil Database v1.2
Optimizing fertilizer use for sustainable crops with Agrivoltaics in Mediterranean climates	2026	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	Global Gridded Surfaces of Selected Soil Characteristics (IGBP-DIS)
Optimizing Soil Moisture-Runoff Coupling Strength With Remotely Sensed	2026	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	Regridded Harmonized World Soil Database v1.2 MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 500m SIN Grid V006 MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 500m SIN Grid V061
Reconfiguring China's interprovincial rice distribution to support low-carbon goals under climate change	2026	Yang, Jintao, Zhao, Fang-He, Li, Manchun, Jiang, Penghui, Hu, Zhepeng	Carbon, Cation Exchange Capacity, Organic Matter	Regridded Harmonized World Soil Database v1.2
Transferring soil moisture estimation skills to evapotranspiration and	2026	Feng, Huihui, Zhou, Jianhong, Wu, Zhiyong, Dong, Jianzhi, Zhao, Long, Brocca, Luca, He, Hai	Carbon, Cation Exchange Capacity, Organic Matter, Surface Soil Moisture	Regridded Harmonized World Soil Database v1.2
Coupled geomorphic and climate-driven biogeochemical processes regulate soil organic carbon stocks in agricultural terraces	2026	Zhao, Pengzhi, Fallu, Daniel J., Doetterl, Sebastian, Cucchiaro, Sara, Tarolli, Paolo, Pears, Ben R., Lang, Andreas, Mainka, Moritz F., Ou, Xiaojing, Whitaker, Jeanette, Wang, Zhengang, Brown, Antony G., Six, Johan, Van Oost, Kristof	Carbon, Cation Exchange Capacity, Organic Matter	Regridded Harmonized World Soil Database v1.2
Delta-X: An airborne remote sensing framework to calibrate hydrodynamic	2026	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, Rivers/Stream, Wetlands, Deltas, Digital Elevation/Terrain Model (DEM), Coastal Elevation, Wetlands, Stage Height, Salt Marsh, Coastal, Biomass, Wetlands, Forests, Suspended Solids, Terrain Elevation, Primary Production, Vegetation Species, Plant Characteristics, Sedimentation, Accretion, Isotopic Age, Soil Horizons/Profile, Infrared Radiance, Sedimentation, Sediments, 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, Discharge/Flow, Soil Rooting Depth, Salinity, Sediment Composition, Organic Matter, Solids, Surface Water Chemistry, Soil Organic Carbon (SOC), Sedimentation, Water Depth, Water Characteristics, Turbidity, Water Temperature, Chlorophyll Concentrations, Sedimentation	Delta-X: Delft3D FM, Weighted Mean Hydroperiod, MRD, Louisiana, USA Delta-X: Sonar Bathymetry Survey of Channels, MRD, Louisiana, 2021 Pre-Delta-X: Channel Bathymetry of the Atchafalaya Basin, LA, USA, 2016 Delta-X: Digital Elevation Model, MRD, LA, USA, 2021 Delta-X: UAVSAR L3 Water Level Changes, MRD, Louisiana, 2021 Delta-X: Aboveground Biomass and Necromass across Wetlands, MRD, Louisiana, 2021, V2 Delta-X AVIRIS-NG and UAVSAR L3 Derived Forest Aboveground Biomass, MRD, LA Delta-X: Total Suspended Solids Concentration across MRD, LA, USA, 2021, Version 2 Delta-X: UAVSAR L1 Single Look Complex (SLC) Stack Products, MRD, Louisiana, 2021 Delta-X: AirSWOT Level 1B Interferogram Products in Radar Coordinates, 2021 Delta-X: AVIRIS-NG L3 Derived Herbaceous Aboveground Biomass, MRD, Louisiana, USA, V3 Delta-X: UAVSAR L3 Gridded Open Water Channels, MRD, LA, USA, 2021, V2 Delta-X: Aboveground Vegetation Structure, Herbaceous Wetlands, MRD, LA, USA, V2 Delta-X: Soil Accretion Rates from Cs-137 Activity and NUMAR Validation, MRD, LA Delta-X: AVIRIS-NG L1B Spectral Radiance Products, MRD, Louisiana, 2021 Delta-X: Delft3D Broad-Scale Sediment Model, Terrebonne Basin, MRD, Louisiana, USA Pre-Delta-X: UAVSAR-derived Water Level Change Maps, Atchafalaya Basin, LA, USA, 2016 Delta-X: In situ Beam Attenuation and Particle Size from LISST-200X, 2021 Delta-X: AVIRIS-NG L2B Derived Fractional Cover, MRD, LA, USA, 2021 Delta-X: UAVSAR L2 Interferometric Products, MRD, Louisiana, 2021 Delta-X: AVIRIS-NG L2 Surface Reflectance, MRD Louisiana, 2021 Delta-X: Root Stable Isotopes from Herbaceous Wetlands, MRD, LA, USA, August 2021 Delta-X: NUMAR Predictive Model for Marsh Accretion Rates and Chemical Properties Delta-X: Matlab Model for Wax Lake Delta Land Accretion Delta-X: Delft3D Sediment Model, Site 421, Terrebonne Basin, MRD, Louisiana, USA Delta-X: Soil Properties for Herbaceous Wetlands, MRD, Louisiana, 2021, V3 Delta-X: Foliar Stable Isotopes, MRD, LA, USA, 2021 Delta-X: Acoustic Doppler Current Profiler Channel Surveys, MRD, Louisiana, 2021, V2 Delta-X: Ecogeomorphic Cell Products across the MRD, LA, USA, 2021 Delta-X: UAVSAR L1B Interferometric Products, MRD, Louisiana, 2021 Delta-X: Belowground Biomass and Necromass across Wetlands, MRD, LA, USA, 2021, V2 Delta-X: Delft3D FM, Weighted Mean Salinity, MRD, Louisiana, USA Delta-X: Delft3D Broad-Scale Sediment Model, Atchafalaya Basin, MRD, Louisiana, USA Delta-X: Particulate Organic Carbon Concentration from Water Samples, MRD, LA, 2021 Delta-X: Feldspar Sediment Accretion Measurements, MRD, LA, USA, 2019-2023, Version 4 Delta-X: Delft3D FM, Extended Domain Hydrodynamic Model Delta-X: In-situ Water Surface Elevation, MRD, Louisiana, USA, 2021 Delta-X: In Situ Water Quality Indicators across MRD, LA, USA, 2021, Version 2 Delta-X: NUMAR Soil Accretion Modeled to 2100, MRD, Louisiana, USA
Emergent turnover time and temperature sensitivity of global soil carbon	2026	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)	Global Gridded Surfaces of Selected Soil Characteristics (IGBP-DIS) Global Gridded 1-km Soil and Soil Heterotrophic Respiration Derived from SRDB v5
A review of forward modelling and retrieval approaches for forest soil	2026	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)	Near Real-time SMAP L2 Radiometer Half-Orbit 36 km EASE-Grid Soil Moisture V107
Assessing the impact of hurricanes on the carbon cycle using SMAP satellite and in-situ observations: Role of land cover and precipitation	2026	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)	CMS: Modeled Net Ecosystem Exchange at 3-hourly Time Steps, 2004-2010 MODIS/Terra Vegetation Indices 16-Day L3 Global 250m SIN Grid V061 MODIS/Terra Vegetation Indices 16-Day L3 Global 250m SIN Grid V006
Climate impacts from North American boreal forest fires	2026	van Gerrevink, Max J., Veraverbeke, Sander, Cooperdock, Sol, Potter, Stefano, Zhong, Qirui, Moubarak, Michael, Virkkala, Anna-Maria, Goetz, Scott J., Mack, Michelle C., Randerson, James T., Schutgens, Nick, Turetsky, Merritt R., van der Werf, Guido R., Rogers, Brendan M.	Radiative Forcing, Forests, Alpine/Tundra, Albedo, Vegetation Cover, Biomass Burning, Surface Temperature, Precipitation Amount, Fire Dynamics, Fire Occurrence, Carbon, Burned Area, Biomass, Soil Moisture/Water Content, Topographic Effects, Emissions, Carbon, Land Use/Land Cover Classification, Reflectance, Dominant Species, Respiration Rate, Carbon Flux, Atmospheric Carbon Dioxide, Gross Primary Production (gpp), Soil Respiration, NET ECOSYSTEM CO2 EXCHANGE (NEE), Anisotropy	ABoVE: MODIS-Derived Daily Mean Blue Sky Albedo for Northern North America, 2000-2017 ABoVE: Synthesis of Burned and Unburned Forest Site Data, AK and Canada, 1983-2016 ABoVE: Burned Area, Depth, and Combustion for Alaska and Canada, 2001-2019 ABoVE: Landsat-derived Annual Dominant Land Cover Across ABoVE Core Domain, 1984-2014 Machine learning-based Arctic-boreal terrestrial ecosystem CO2 fluxes, 2001-2020 MODIS/Terra+Aqua BRDF/Albedo Model Parameters Daily L3 Global - 500m V006 MODIS/Terra+Aqua BRDF/Albedo Model Parameters Daily L3 Global - 500m V061
Climate change mitigation potential of producing wood-based materials and energy from restoring degraded land in Indonesia A nation-wide scenario analysis	2026	Aryapratama, Rio, Schulte, Simon, Pauliuk, Stefan	Carbon, Cation Exchange Capacity, Organic Matter	Regridded Harmonized World Soil Database v1.2
Combining meta-analysis and machine learning to assess global greenhouse CO<SUB>2</SUB> enrichment for crop yields: Suitability and future climate resilience	2026	Sun, Jiejie, Wang, Tongli, Black, Thomas Andrew, Zhang, Jiaen, Qian, Jing, Luo, Dawei, Ye, Zhengyang, Wang, Guiyun, Shi, Zhaoji, Xu, Wenhuan, Hu, Xiaodong, Xu, Ming	Carbon, Cation Exchange Capacity, Organic Matter	Regridded Harmonized World Soil Database v1.2
Forest aboveground biomass in the southwestern US from MISR and GEDI:	2026	Chopping, Mark J., Wang, Zhuosen, Schaaf, Crystal B., Bull, Michael	Terrestrial Ecosystems, LIDAR WAVEFORM, Biomass, Canopy Characteristics, Vegetation Cover, Droughts, Land Use/Land Cover, Litter Characteristics, Forests, Carbon	GEDI L4B Gridded Aboveground Biomass Density, Version 2.1 CMS: LiDAR-derived Biomass, Canopy Height and Cover, Sonoma County, California, 2013 CMS: LiDAR Biomass Improved for High Biomass Forests, Sonoma County, CA, USA, 2013 CMS: Forest Carbon Stocks, Emissions, and Net Flux for the Conterminous US: 2005-2010 LiDAR-Derived Aboveground Biomass and Uncertainty for California Forests, 2005-2014 NACP Aboveground Biomass and Carbon Baseline Data, V.2 (NBCD 2000), U.S.A., 2000
Forest bird diversity increases with fragmentation per se in landscapes following forest gains	2026	Martin, Amanda E., Riva, Federico, GalanAcedo, Carmen, Fahrig, Lenore	Carbon, Forest Composition/Vegetation Structure	NACP NAFD Project: Forest Disturbance History from Landsat, 1986-2010
ForestScan: a unique multiscale dataset of tropical forest structure across 3 continents including terrestrial, UAV and airborne LiDAR and in-situ forest census data	2026	Chavana-Bryant, Cecilia, Wilkes, Phil, Yang, Wanxin, Burt, Andrew, Vines, Peter, Bennett, Amy C., Pickavance, Georgia C., Cooper, Declan L. M., Lewis, Simon L., Phillips, Oliver L., Brede, Benjamin, Lau, Alvaro, Herold, Martin, McNicol, Iain M., Mitchard, Edward T. A., Coomes, David A., Jackson, Toby D., Makaga, Loic, Milamizokou Napo, Heddy O., Ngomanda, Alfred, Ntie, Stephan, Medjibe, Vincent, Dimbonda, Pacome, Soenens, Luna, Daelemans, Virginie, Proux, Laetitia, Nilus, Reuben, Labriere, Nicolas, Jeffery, Kathryn, Burslem, David F. R. P., Clewley, Dan, Moffat, David, Qie, Lan, Bartholomeus, Harm, Vincent, Gregoire, Barbier, Nicolas, Derroire, Geraldine, Abernethy, Katharine, Scipal, Klaus, Disney, Mathias	Carbon, Forests, Biomass	AfriSAR: Aboveground Biomass for Lope, Mabounie, Mondah, and Rabi Sites, Gabon
Fire severity and carbon combustion from tussock tundra fires in Southwest Alaska	2026	Diaz, Lucas R, Saperstein, Lisa B, van Gerrevink, Max J, Wangchuk, Sonam, Hessilt, Thomas D, Janssen, Thomas A J, Scholten, Rebecca C, Delcourt, Clement J F, Veraverbeke, Sander	Vegetation Cover, Forests, Biomass Burning, Surface Temperature, Precipitation Amount, Fire Dynamics, Fire Occurrence, Carbon, Burned Area, Biomass, Soil Moisture/Water Content, Topographic Effects	ABoVE: Synthesis of Burned and Unburned Forest Site Data, AK and Canada, 1983-2016
Global crop-specific energy demand for irrigation	2026	Chiarelli, Davide Danilo, DOdorico, Paolo, Fiori, Aldo, Nanesha, Harsh, Unnikrisnan, Akhil, Lombardich, Ivan, Rulli, Maria Cristina	Carbon, Cation Exchange Capacity, Organic Matter	Regridded Harmonized World Soil Database v1.2
Arctic and Boreal Wildfires Impact Climate by Releasing Ancient Carbon and Light-Absorbing Particles	2026	Ruppel, Meri. M., Somero, Markus, Sippula, Olli, Ihalainen, Mika, Louhisalmi, Juho, Tissari, Jarkko, Haghipour, Negar, Strom, Johan, Valiranta, Minna, Koster, Kajar, Vakkari, Ville, Jaars, Kerneels, Huang, Lin, Smittenberg, Rienk H.	Vegetation Cover, Forests, Biomass Burning, Surface Temperature, Precipitation Amount, Fire Dynamics, Fire Occurrence, Carbon, Burned Area, Biomass, Soil Moisture/Water Content, Topographic Effects	ABoVE: Synthesis of Burned and Unburned Forest Site Data, AK and Canada, 1983-2016
Atmospheric CO2 observations reveal seasonality bias in Arcticboreal carbon flux estimates	2026	Wen, Jiaming, Sun, Wu, Foster, Kelsey T, Bond-Lamberty, Ben, Miller, Charles E, Feng, Liang, Michalak, Anna M	Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Atmospheric Carbon Dioxide, Methane, Atmospheric Carbon Monoxide, Atmospheric Ozone, Water Vapor, Respiration Rate, Carbon Flux, Gross Primary Production (gpp), Soil Respiration, NET ECOSYSTEM CO2 EXCHANGE (NEE), Boundary Layer Winds, Upper Air Temperature, Humidity, Wind Speed, Wind Dynamics, Solar Induced Fluorescence, Reflectance, Primary Production, Photosynthesis, Chlorophyll	MODIS/Terra+Aqua Leaf Area Index/FPAR 8-Day L4 Global 500m SIN Grid V006 MODIS/Terra+Aqua Leaf Area Index/FPAR 8-Day L4 Global 500m SIN Grid V061 CARVE: L2 Merged Atmospheric CO2, CO, O3 and CH4 Concentrations, Alaska, 2012-2015 Machine learning-based Arctic-boreal terrestrial ecosystem CO2 fluxes, 2001-2020 CARVE: L4 Gridded Footprints from WRF-STILT model, 2012-2016 ABoVE: Atmospheric Profiles of CO, CO2 and CH4 Concentrations from Arctic-CAP, 2017 ABoVE: Level-4 WRF-STILT Footprint Files for Circumpolar Receptors, 2016-2019 L2 Daily Solar-Induced Fluorescence (SIF) from MetOp-A GOME-2, 2007-2018, V2
China's lake expansion amplified rapid CO2 emissions	2026	Feng, Shuailong, Zhang, Shuai, Bing, Haijian, Zhu, Qing, Huang, Qi, Liao, Kaihua, Ji, Yulai, Gao, Junfeng, Huang, Jiacong	Carbon, Cation Exchange Capacity, Organic Matter	Regridded Harmonized World Soil Database v1.2