Publications Citing ORNL DAAC Data

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

Title	Year Sort ascending	Author	Topic	Dataset
Earth observation and machine-learning-based mapping of 0-1 m soil	2026	Xiao, Yao, Hu, Guojie, Zhao, Lin, Du, Erji, Xing, Zanpin, Li, Ren, Wu, Tonghua, Wu, Xiaodong, Liu, Guangyue, Zou, Defu, Zhao, Yonghua, Zhou, Nan, Wu, Yifan	Soil Depth, Active Layer, Soil Moisture/Water Content	ABoVE: Soil Moisture and Active Layer Thickness in Alaska, USA and Canada, 2005-2024
Dual stage Spectral and Spatial Analyser (DSSA) - A novel deep learning model for methane detection from hyperspectral images	2026	George, Maria, Sethunadh, R.	Reflectance, Water Vapor	AVIRIS-Classic: L2 Calibrated Reflectance, Facility Instrument Collection, V1
Dynamic analysis of drought propagation in the context of climate change and watershed characterization: a quantitative study based on GAMLSS and Copula models	2026	Li, Min, Feng, Zilong, Zhang, Mingfeng, Shi, Lijie, Yao, Yuhang	Leaf Area Index (LAI), Normalized Difference Vegetation Index (NDVI)	Global Monthly Mean Leaf Area Index Climatology, 1981-2015
Cold-summer and summer-snowfall trends and their impacts on vegetation in a warming Mongolian Plateau	2026	Chen, Zhang, Lv, Junchen, Jiang, Hao, Lei, Dongyang, Xue, Jianguo, Li, Ang, Huang, Jianhui	Vegetation Index, Normalized Difference Vegetation Index (NDVI)	Global Vegetation Greenness (NDVI) from AVHRR GIMMS-3G+, 1981-2022
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
Comparative analysis of machine learning biomass models against global remote sensing products using ground validation	2026	Paraseth, Prakash, Khanal, Arpan, Banerjee, Kakoli	Biomass, Forests, Vegetation Height, DISTURBANCE	Pantropical Forest Height and Biomass from GEDI and TanDEM-X Data Fusion
Development of the global chemistry-climate coupled model BCC-GEOS-Chem v2. 0: improved atmospheric chemistry performance and new capability of chemistry ...	2026	Sun, Ruize, Lu, Xiao, Lin, Haipeng, Wu, Tongwen, Ye, Xingpei, Shen, Lu, Wang, Xuan, Wang, Haolin, Li, Jingyu, Lu, Ni, Su, Jiayin, Zhang, Jie, Zhang, Fang, Xin, Xiaoge, Liu, Xiong, Yang, Xiao, 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)
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
Family imprint reveals basin-wide patterns of Amazon forest embolism resistance	2026	Tavares, Julia Valentim, Gloor, Emanuel, Silva, Thiago S. F., Oliveira, Rafael S., Coelho de Souza, Fernanda, Signori-Muller, Caroline, Diniz, Francisco Carvalho, Pereira, Luciano, Acosta, Martin, Gilpin, Martin, Marca Zevallos, Manuel J., Salas Yupayccana, Carlos A., Perez-Mullisaca, Flor M., Jancoski, Halina, Scalon, Marina Correa, Schwantes Marimon, Beatriz, Marimon Junior, Ben Hur, Malhi, Yadvinder, Oliveras Menor, Imma, Rowland, Lucy, Meir, Patrick, Bittencourt, Paulo, Carlos Lola da Costa, Antonio, Santos, Joao Antonio R., Teixeira de Oliveira, Renata, Esquivel-Muelbert, Adriane, Alvarez-Davila, Esteban, Alexiades, Miguel N., de Oliveira, Edmar Almeida, Andrade, Ana, Aragao, Luiz, Araujo-Murakami, Alejandro, Arroyo, Luzmila, Aymard, Gerardo, Barroso, Jorcely G., Bonal, Damien, Brienen, Roel, Ceron, Carlos, Camargo, Jose Luis, Silva, Richarlly, Castro, Wendeson, Chave, Jerome, Comiskey, James, Daly, Douglas C., Derroire, Geraldine, Disney, Mathias, Dourdain, Aurelie, Fauset, Sophie, Feldpausch, Ted, Flores Llampazo, Gerardo, Herault, Bruno, Hernandez, Lionel, Higuchi, Niro, Honorio Coronado, Euridice N., Jimenez-Rojas, Eliana, Kalamandeen, Michelle, Laurance, Susan, Laurance, William, Lewis, Simon, Lima, Antonio S., Monteagudo-Mendoza, Abel, Morandi, Paulo, NunezVargas, Percy, Neill, David, Palacios, Walter, Parada Gutierrez, Alexander, Pardo-Molina, Guido, Penuela-Mora, Maria Cristina, Pitman, Nigel, Rojas, Rocio, Prieto, Adriana, Rejou-Mechain, Maxime, Ramirez-Angulo, Hirma, Cerruto Ribeiro, Sabina, Ruokolainen, Kalle, Salomao, Rafael P., Serrano, Julio, Sierra, Rodrigo, Ruschel, Ademir R., Silveira, Marcos, ter Steege, Hans, Terborgh, John, Valenzuela Gamarra, Luis, Vasquez Martinez, Rodolfo, Vieira, Ima, Vilanova Torre, Emilio, Vos, Vincent A., Wang, Ophelia, Young, Kenneth, Muscarella, Robert, Dexter, Kyle G., Baker, Timothy R., Phillips, Oliver L., Mencuccini, Maurizio, Galbraith, David	Wetlands, Land Use/Land Cover Classification, Inundation	LBA-ECO LC-07 Wetland Extent, Vegetation, and Inundation: Lowland Amazon Basin
Global perspectives on nitrate aerosol dynamics: a comprehensive sensitivity analysis	2026	Milousis, Alexandros, Scholz, Susanne M. C., Fuchs, Hendrik, Tsimpidi, Alexandra P., Karydis, Vlassis A.	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)
Identifying and quantifying greenhouse gas emissions with the AVIRIS-3	2026	Coleman, Red Willow, Thorpe, Andrew K., Brodrick, Philip G., Chlus, Adam, Fahlen, Jay E., Bue, Brian, Chapman, John, Eckert, Regina F., Jensen, Daniel J., Eastwood, Michael L., Thompson, David R., Elder, Clayton D., Beltran, Sergio Gomez, Amezquita, Diana Rodriguez, Hopkins, Francesca, Green, Robert O.	Carbon And Hydrocarbon Compounds, Methane, Industrial Emissions, Visible Radiance, Infrared Radiance	AVIRIS-3 L2B Greenhouse Gas Enhancements, Facility Instrument Collection AVIRIS-3 L1B Calibrated Radiance, Facility Instrument Collection

Publications Citing ORNL DAAC Data

Find Data

By Platform

By Topic

Data Catalog

Data Tools