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Publications Citing ORNL DAAC Data

List of peer-reviewed publications that cite using ORNL DAAC data.
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Mangrove extraction from super-resolution images generated by deep learning models Coastal, Biomass, Wetlands, Canopy Characteristics
Mapping aboveground biomass and carbon in salt marshes across the contiguous United States Coastal, Biomass
Mapping aboveground biomass in Indonesian lowland forests using GEDI and hierarchical models Terrestrial Ecosystems, Biomass, LIDAR WAVEFORM
Mapping coastal wetland changes from 1985 to 2022 in the US Atlantic and Gulf Coasts using Landsat time series and national wetland inventories Intertidal Zone, Wetlands, Sea Level Rise, Tidal Height, Coastal Elevation, Carbon Flux, Carbon, Carbon, Coastal Processes, Wetlands
Mapping Daily Air Temperature Over the Hawaiian Islands From 1990 to 2021 via an Optimized Piecewise Linear Regression Technique Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Shortwave Radiation, Vapor Pressure
Mapping every adult baobab (Adansonia digitata L.) across the Sahel and relationships to rural livelihoods Carbon, Cation Exchange Capacity, Organic Matter
Machine Learning and Deep Learning for Wildfire Spread Prediction: A Review Fire Occurrence, Fire Dynamics, Burned Area
Modelling the water isotope distribution in the Mediterranean Sea using a high-resolution oceanic model (NEMO-MED12-watiso v1. 0): evaluation of model results ... Discharge/Flow
Modeling Kharif Crop Yield Using NDVI and Artificial Neural Network in Raipur, Chhattisgarh, India Land Use/Land Cover Classification
Modeling microbial carbon fluxes and stocks in global soils from 1901 to 2016 Carbon, Cation Exchange Capacity, Organic Matter, Soil Respiration, Ecosystem Functions, Soil Respiration
Modeling the ecological niche of rhamnus prinoides L. under climate change scenarios: a MaxEnt modeling approach Carbon, Cation Exchange Capacity, Organic Matter
Modeling the Effects of Artificial Drainage on Agriculture-Dominated Watersheds Using a Fully Distributed Integrated Hydrology Model Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Shortwave Radiation, Vapor Pressure
Modeling the effects of irrigated agricultural development on the hydroclimate of the Lake Urmia Basin Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Land Use/Land Cover Classification, Land Use Classes, Vegetation Cover, Albedo
Modeling the Global Impact of Chlorine Chemistry on Secondary Organic Aerosols Atmospheric Carbon Monoxide, Carbonaceous Aerosols, Air Quality, Trace Gases/Trace Species, Non-methane Hydrocarbons/Volatile Organic Compounds, Industrial Emissions, Fossil Fuel Burning, Biomass Burning, Atmospheric Carbon Dioxide, Sulfur Compounds, Halocarbons And Halogens, Atmospheric Ozone
Modelling Multi-Scenario Ecological Network Patterns and Dynamic Spatial Conservation Priorities in Mining Areas Biomass, Forests, Grasslands, Alpine/Tundra
Mesic vegetation persistence: A new approach for monitoring spatial and temporal changes in water availability in dryland regions using cloud computing and the ... Maximum/Minimum Temperature, Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation
Nationwide estimation of daily ambient PM2.5 from 2008 to 2020 at 1 km2 in India using an ensemble approach Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, 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
Naturalized species drive functional trait shifts in plant communities Nitrogen Compounds, Nitrogen Oxides
Nature-based solutions potential for flood risk reduction under extreme rainfall events Runoff, Soil Texture
NDVI joint process-based models drive a learning ensemble model for accurately estimating cropland net primary productivity (NPP) Discharge, Soil Depth, Biomass, Soil Moisture/Water Content, Albedo, Leaf Characteristics, Photosynthetically Active Radiation, Carbon, Respiration Rate, Atmospheric Water Vapor, Runoff
Multi-resolution gridded maps of vegetation structure from GEDI Canopy Characteristics, Biomass, VEGETATION HEIGHT, Forest Composition/Vegetation Structure, LIDAR WAVEFORM, Terrain Elevation, Plant Phenology, Vegetation Cover, Lidar, Topography, Digital Elevation/Terrain Model (DEM), Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Grasslands, VIEWING GEOMETRY, Terrestrial Ecosystems
Moths versus Bees: Contrasts in Habitat Preferences Across Barrens of the Northeastern USA Maximum/Minimum Temperature, Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation
Multi-scale lidar measurements suggest miombo woodlands contain substantially more carbon than thought Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics
Multi-scenario evolutionary simulation of land cover-based carbon stock during rapid urbanization: a case of shijiazhuang city Biomass, Forests, Grasslands, Alpine/Tundra
Multi-source machine learning and spaceborne remote sensing data accurately predict three-dimensional soil moisture in an in-service uranium disposal cell Land Surface Temperature, Emissivity, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Shortwave Radiation, Vapor Pressure
Near surface camera informed agricultural land monitoring for climate smart agriculture Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index
Multiparameter Detection of Summer Open Fire Emissions: The Case Study of GAW Regional Observatory of Lamezia Terme (Southern Italy) 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
Multiple aspects of tree beta diversity in coastal ecosystems in Brazil Carbon, Nitrogen, Soil Water Holding Capacity, Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content, Soil Horizons/Profile
Multiscale assessment of North American terrestrial carbon balance Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation, Atmospheric Carbon Dioxide, Nitrogen Compounds, Longwave Radiation, Shortwave Radiation, Air Temperature, Precipitation Amount, Agricultural Lands, Land Use/Land Cover Classification, Soil Chemistry, Soil Classification
Increasing Methane Emissions and Widespread Cold-Season Release From High-Arctic Regions Detected Through Atmospheric Measurements 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
Increasing phosphorus loss despite widespread concentration decline in US rivers Stratigraphic Sequence, Digital Elevation/Terrain Model (DEM), Soil Depth, Sediments
Increasing Soil Water Drought in Response to Altered Precipitation Timing Across the Western United States Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Shortwave Radiation, Vapor Pressure
Integrating multi-source remote sensing data for mapping boreal forest canopy height and species in interior Alaska in support of radar modeling Aquatic Ecosystems, Terrestrial Ecosystems, Vegetation, Soils
Integrating State Data Assimilation and Innovative Model Carbon, Forests, Biomass, Vegetation Cover
Influence of terrestrial nitrogen dynamics on mesoscale nearsurface meteorological fields Land Use/Land Cover Classification, Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance
Impacts of wildfires on boreal forest ecosystem carbon dynamics from 1986 to 2020 Fire Occurrence, Forest Fire Science, Burned Area
Integrating counts from rigorous surveys and participatory science to Land Use/Land Cover Classification, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Shortwave Radiation, Vapor Pressure
Long-Term Decline of the Spotted Salamander (Ambystoma maculatum) in an Undeveloped Landscape Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Shortwave Radiation, Vapor Pressure
Long-term monthly 0.05 terrestrial evapotranspiration dataset (19822018) for the Tibetan Plateau Carbon, Cation Exchange Capacity, Organic Matter
Limitations of catchment area estimates and river basin boundaries from the Central Water Commission and the water resources information system Discharge/Flow
Limited Immediate Effects of Wildfire on Alaska Moose Harvest Land Use/Land Cover Classification, Forests, Vegetation Cover, Alpine/Tundra, Reflectance, Dominant Species
Learning from wildfires: A scalable framework to evaluate treatment LIDAR WAVEFORM, Canopy Characteristics, Terrain Elevation
Learning Global Evapotranspiration Dataset Corrections from a Water Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Ecosystem Functions, Precipitation Amount, Radiative Flux, Maximum/Minimum Temperature, Terrestrial Ecosystems, Land Use/Land Cover Classification, Trace Gases/Trace Species, Soil Gas/Air
Leveraging a decade of Landsat-8 spectral records for mapping blue carbon storage in tidal salt marshes Wetlands, Carbon
Leveraging browse and grazing forage estimates to optimize index-based livestock insurance Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation, Biomass, Deserts, Shrubland/Scrub, Carbon, Canopy Characteristics, Leaf Area Index (LAI)
Leveraging gauge networks and strategic discharge measurements to aid the development of continuous streamflow records Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Shortwave Radiation, Vapor Pressure
Leveraging legacy data with targeted field sampling for low-cost mapping Precipitation Amount, Maximum/Minimum Temperature, Shortwave Radiation, Snow Water Equivalent, Vapor Pressure
Leveraging SAR and Optical Remote Sensing for Enhanced Biomass Estimation in the Amazon with Random Forest and XGBoost Models Decomposition, Crown, Canopy Characteristics, Forests, Biomass
Leveraging satellite observations to reveal ecological drivers of pest densities across landscapes Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Shortwave Radiation, Vapor Pressure
Leveraging the next generation of spaceborne Earth observations for fuel monitoring and wildland fire management Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, VEGETATION HEIGHT, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Terrestrial Ecosystems, Biomass, LIDAR WAVEFORM, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Forests, Grasslands