Publications Citing ORNL DAAC Data

List of peer-reviewed publications that cite using ORNL DAAC data.

Title	Year Sort ascending	Author	Topic	Dataset
Influence of seasonal canopy conditions on ICESat-2-based aboveground	2026	Zhou, Jialu, Wang, Pu, Nie, Sheng, Wang, Jinliang, Wang, Cheng, Yang, Zhou, Cheng, Feng, Yang, Xuebo	Canopy Characteristics, Vegetation Cover, Biomass	LiDAR Derived Biomass, Canopy Height, and Cover for New England Region, USA, 2015
Local water use and climate variability drive water stress and alter ecological flows over the conterminous United States	2026	Stets, E G, Cashman, M J, Miller, O, Powlen, K A, Martinez, A J, Padilla, J, Archer, A A	Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation	Daymet: Daily Surface Weather Data on a 1-km Grid for North America, Version 4 R1
Localized BrightnessShapeMoisture Soil Parameterization for Improved PROSAIL-5 Canopy Simulation	2026	Bonnet, Wessel, Cho, Moses Azong, Chirwa, Paxie W., Masemola, Cecilia	Reflectance	BioSCape: AVIRIS-NG L2B Enhanced Surface Reflectance
Leveraging additional VIIRS information to improve wildfire tracking in	2026	Coffield, Shane R., McCabe, Tempest D., Schroeder, Wilfrid, Chen, Yang, Scholten, Rebecca C., Orland, Elijah, Liu, Tianjia, Wiggins, Elizabeth, Randerson, James T., Follette-Cook, Melanie, Morton, Douglas C.	Visible Radiance, THERMAL INFRARED, Infrared Radiance	MASTER: FIREX-AQ Airborne Campaign, Western-Central USA, Summer 2019
K-means classification of long-term global vegetation index variation	2026	Choi, Won-Jun, Song, Hwan-Jin, Gim, Hyeon-Ju, Kim, Myungjin, Park, Hye-Sook	Vegetation Index, Normalized Difference Vegetation Index (NDVI)	Global Vegetation Greenness (NDVI) from AVHRR GIMMS-3G+, 1981-2022
Longterm vegetation changes in elephantrelated areas of concern in Kruger National Park, South Africa	2026	Coetsee, Corli, Kleyn, Linda, Vogeler, Jody C., Filippelli, Steven K., Vermeulen, Liezl M., Wigley, Benjamin J., Ferreira, Sam	Savannas, Vegetation Height, Vegetation Cover, Forest Composition/Vegetation Structure	Greater Kruger National Park, GEDI Canopy Metrics, 2007-2024
Mapping field-scale daily evapotranspiration using unbiased spatio-temporal fusion approach over heterogeneous surface	2026	Guo, Aoxiang, Huang, Sunweiyu, Song, Lisheng, Chu, Dong, Liu, Desheng	LIDAR WAVEFORM, Canopy Characteristics, Terrain Elevation	GEDI L3 Gridded Land Surface Metrics, Version 2
Methane fluxes from Arctic & boreal North America: comparisons between process-based estimates and atmospheric observations	2026	Liu, Hanyu, Ishizawa, Misa, Vogel, Felix R., Zhang, Zhen, Poulter, Benjamin, Feng, Leyang, Chen, Ao, Gagne-Landmann, Anna L., Huntzinger, Deborah N., Melton, Joe R., Yadav, Vineet, Gaeta, Dylan C., Huang, Ziting, Worthy, Douglas E. J., Chan, Douglas, Miller, Scot M.	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	Global Fire Emissions Database, Version 4.1 (GFEDv4)
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
Modeling and optimizing alpine forest management to maximize carbon sequestration	2026	Brocco, Sebastian, Berretti, Roberta, Pilli, Roberto, Morresi, Donato, Garbarino, Matteo, Motta, Renzo, Vacchiano, Giorgio	Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics	GEDI L4A Footprint Level Aboveground Biomass Density, Version 2.1
Deep learning for groundwater level simulation in unconfined aquifers across the contiguous United States: Analyzing simulations at multiple lead times and integrating groundwater signatures	2026	Boo, Kenneth Beng Wee, Chow, Ming Fai, Wong, Wai Peng, Ahmed, Ali Najah, El-Shafie, Ahmed	Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation	Daymet: Daily Surface Weather Data on a 1-km Grid for North America, Version 4 R1
Deep neural network-based approaches for aboveground biomass mapping in Indian Sundarbans	2026	Banerjee, Sinchan, Santra, Abhisek, Bhadra, Tuhin, Mukherjee, Kasturi, Saha, Abinit, Das, Roshan, Sardar, Rupayan, Roy, Soumak, Mitra, Shreyashi S.	Forests, Biomass	Forest Aboveground Biomass for Maine, 2023
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, Wetlands, Deltas, RIVERS/STREAMS, 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
Flocculated Silt, Not Clay, Dominates River Suspended Sediment Load	2026	Nghiem, Justin A., Li, Gen K., ZepedaRosales, Miguel, Li, Youli, Lamb, Michael P.	Surface Water Processes/Measurements, Water Channels, Sediment Transport, Sediments, Sedimentation	Delta-X: Bed and Suspended Sediment Grain Size, MRD, LA, USA, 2019-2021, V3 Delta-X: Sediment Core Grain Size Distribution, Wax Lake Delta, MRD, LA
Flood Hazard Assessment Under Subsidence-Influenced Terrain Using Deformation-Adjusted DEM in an Oil and Gas Field	2026	Al Sulaimani, Mohammed, Abdalla, Rifaat, El-Diasty, Mohammed, Al Abri, Amani, El-Ghali, Mohamed A. K., Tabook, Ahmed	Runoff, Soil Texture	Global Hydrologic Soil Groups (HYSOGs250m) for Curve Number-Based Runoff Modeling
Flood risks to the financial stability of residential mortgage borrowers: an integrated modeling approach	2026	Fitzmaurice, Kieran P., Garcia, Helena M., Sebastian, Antonia, Thomson, Hope, Zeff, Harrison B., Characklis, Gregory W.	Maximum/Minimum Temperature, Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation	Daymet: Annual Climate Summaries on a 1-km Grid for North America, Version 4 R1
GEMS-GER: a machine learning benchmark dataset of long-term groundwater levels in Germany with meteorological forcings and site-specific environmental ...	2026	Ohmer, Marc, Liesch, Tanja, Habbel, Bastian, Heudorfer, Benedikt, Gomez, Mariana, Clos, Patrick, Nolscher, Maximilian, Broda, Stefan	Runoff, Soil Texture	Global Hydrologic Soil Groups (HYSOGs250m) for Curve Number-Based Runoff Modeling
FRIDA-Clim v1. 0.1: a simple climate model with process-based carbon cycle used in the integrated assessment model FRIDAv2. 1	2026	Wells, Christopher D., Ramme, Lennart, Smith, Chris, Breier, Jannes, Muralidhar, Adakudlu, Li, Chao, Gjermundsen, Ada, Schoenberg, William Alexander, Blanz, Benjamin, Mauritzen, Cecilie	Forests, Plant Phenological Changes, Normalized Difference Vegetation Index (NDVI), Plant Phenology, Evergreen Vegetation, Vegetation Index	ABoVE: Landsat Vegetation Greenness Trends, Boreal Forest Biome, 1985-2019
Global atmospheric hydrogen chemistry and source-sink budget equilibrium simulation with the EMAC v2. 55 model	2026	Surawski, Nic, Steil, Benedikt, Bruhl, Christoph, Gromov, Sergey, Klingmuller, Klaus, Martin, Anna, Pozzer, Andrea, Lelieveld, Jos	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	Global Fire Emissions Database, Version 4.1 (GFEDv4)
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
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
Evolving global oceanic nitrogen deposition under future emission pathways and responses to nitrogen emission reductions	2026	Deng, Jialin, Guo, Yixin, Lu, Ni, Ye, Xingpei, Zhao, Yuanhong, Xu, Jiayu, Liu, Lei, Zhang, Lin	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	Global Fire Emissions Database, Version 4.1 (GFEDv4)
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
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

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