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Publications Citing ORNL DAAC Data

List of peer-reviewed publications that cite using ORNL DAAC data.
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Shrinking groundwater in India's population epicentre Land Use/Land Cover Classification
Significant Increase in Summer Vegetation Growth (NDVI) in Eastern Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Time-lag and cumulative drought effects decouple vegetation sensitivity from damage risk in the upper Yangtze River basin Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Water quality estimation using machine learning and deep learning neural networks Water Characteristics, Turbidity, Water Temperature, Estuary, Chlorophyll Concentrations
Transferability of Aboveground Biomass Estimation Using Sentinel-1/2 and GEDI Data in Subtropical Forests of Complex Terrain, China Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics
Transferring soil moisture estimation skills to evapotranspiration and Carbon, Cation Exchange Capacity, Organic Matter
Validation of National and Global Satellite-Derived Products for Mapping Burned Areas in Russia Forests, Fire Occurrence, Reforestation, Burned Area
Understanding multi-hazard risk for U.S. coastal cities Maximum/Minimum Temperature, Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation
Uncertainty and retrieval sensitivity in TROPOMI-based methane inversions over the North Slope of Alaska 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
The sensitivity of smoke aerosol dispersion to smoke injection height and source-strength: a multi-model AeroCom study 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
Tracking seasonal variability in plant traits from spaceborne PRISMA and Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Albedo, Anisotropy, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Shortwave Radiation, Vapor Pressure
Three-dimensional mapping of key soil properties with multi-stage validation and big data Stratigraphic Sequence, Digital Elevation/Terrain Model (DEM), Soil Depth, Sediments
The influence and underlying mechanism of snow variations on fractional vegetation cover in Eurasia from 1981 to 2022 Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Topography and functional traits shape the distribution of key shrub plant functional types in low-Arctic tundra Infrared Imagery, VISIBLE IMAGERY, Infrared Radiance, Visible Radiance, Reflectance, Surface Temperature, Precipitation Amount, Paleoclimate Reconstructions, Evaporation, Snow, Solar Radiation
Phenology-Aligned multi-task temporal fusion framework for satellite-based triple-seasonal rice yield estimation in Southeast Asia Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance
Post-disturbance ice-wedge degradation in Alaskan tundra fire scars using space-for-time substitution remote sensing Active Layer, Freeze/Thaw, Permafrost, Soil Depth
Physical presence, practical absence: Accessibility of timber inventory in the eastern US DISTURBANCE, Deforestation, Forests
Predicting LULC Changes and Assessing their Impact on Surface Runoff Runoff, Soil Texture
Plant diversity's positive effect on soil respiration diminishes with increasing productivity in global forests Soil Respiration, Ecosystem Functions, Soil Respiration
Potential Capabilities of UAV-Borne Ground Penetrating Radar for Remote Sensing of Active-Layer Tundra Soil Thickness and Moisture Soil Texture, Active Layer, Cation Exchange Capacity, Soil Moisture/Water Content, Soil Bulk Density, Soil Porosity, Organic Matter
Phenological Responses to Canopy Structure Depend on Vegetation Biomes Across the United States Precipitation Amount, Maximum/Minimum Temperature, Shortwave Radiation, Snow Water Equivalent, Vapor Pressure, Plant Phenology, Leaf Characteristics
Observed declining strength of vegetation-atmosphere coupling Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance, Land Use Classes, Albedo
Productivity-driven decoupling of microbial carbon use efficiency and respiration across global soils Biomass, Forests, Grasslands, Alpine/Tundra, Leaf Area Index (LAI), Normalized Difference Vegetation Index (NDVI)
Public pool usage as adaptation against urban heat Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Shortwave Radiation, Vapor Pressure
Yield From Iowa's First Commercial Miscanthus Fields: Implications of Spatial Variability for Productivity and Sustainability Beyond Research Plots Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Shortwave Radiation, Vapor Pressure