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Publications Citing ORNL DAAC Data

List of peer-reviewed publications that cite using ORNL DAAC data.
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GEMS-GER: a machine learning benchmark dataset of long-term groundwater levels in Germany with meteorological forcings and site-specific environmental ... Runoff, Soil Texture
Global atmospheric hydrogen chemistry and source-sink budget equilibrium simulation with the EMAC v2. 55 model 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
Forest aboveground biomass in the southwestern US from MISR and GEDI: Terrestrial Ecosystems, LIDAR WAVEFORM, Biomass, Canopy Characteristics, Vegetation Cover, Droughts, Land Use/Land Cover, Litter Characteristics, Forests, Carbon
Forest bird diversity increases with fragmentation per se in landscapes following forest gains Carbon, Forest Composition/Vegetation Structure
Geostatistical techniques for estimating aboveground biomass in eastern Amazonia Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics
Global perspectives on nitrate aerosol dynamics: a comprehensive sensitivity analysis 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 crop-specific energy demand for irrigation Carbon, Cation Exchange Capacity, Organic Matter
Family imprint reveals basin-wide patterns of Amazon forest embolism resistance Wetlands, Land Use/Land Cover Classification, Inundation
Harvesting insights: interpretable machine learning to understand environmental drivers of US maize and soybean yield Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Shortwave Radiation, Vapor Pressure
Harnessing Deep Learning for Dual Gains in S2SScale Soil Moisture Forecasting and Flash Drought Mechanisms Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Hidden Vulnerability: Extreme Drought Threatens Dryland Plant Communities Under Climate Change Precipitation Amount, Maximum/Minimum Temperature, Shortwave Radiation, Snow Water Equivalent, Vapor Pressure, 24 Hour Precipitation Amount, Snow Water Equivalent
Hierarchical mixture models and high-resolution monitoring data can inform siting and operational strategies to mitigate bat fatalities at wind turbines Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Shortwave Radiation, Vapor Pressure
Bi-decadal changes in selected ecosystem services and their integrated drivers in East Africa Biomass, Forests, Grasslands, Alpine/Tundra
Carbon dioxide dynamics across three stages of tropical peatland Fire Occurrence, Wildfires, Particulate Matter, Emissions, Fire Dynamics
Asymmetric responses of roots and hyphae to inorganic and organic nutrient additions: a global meta-analysis Nitrogen Compounds, Nitrogen Oxides
Bergmann's rule: Why does body size increase with latitude? Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Beyond agroecological delineation: A functional understanding of productivity drivers across row crop agroecosystems in the United States Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Shortwave Radiation, Vapor Pressure
Automatic tree-level based forest inventories retrieval via ultra-high resolution UAV images and deep learning Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics
AVIRIS-3 Rapid Response to January 2025 Los Angeles Wildfires Visible Radiance, Infrared Radiance, Reflectance, REFLECTED INFRARED
Assimilation of solar-induced fluorescence satellite observations in the European Centre for Medium-Range Weather Forecasts integrated forecast system Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance
Assessment of district scale ecosystem health in India using multi decadal carbon and water use efficiencies Land Use/Land Cover Classification
Cold-summer and summer-snowfall trends and their impacts on vegetation in a warming Mongolian Plateau Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Comparative analysis of machine learning biomass models against global remote sensing products using ground validation Biomass, Forests, Vegetation Height, DISTURBANCE
Large streamflow differences between forested and urbanized watersheds in the energylimited eastern United States: The role of evapotranspiration and impervious ... Precipitation Amount, Maximum/Minimum Temperature, Shortwave Radiation, Snow Water Equivalent, Vapor Pressure, 24 Hour Precipitation Amount, Snow Water Equivalent
Leveraging additional VIIRS information to improve wildfire tracking in Visible Radiance, THERMAL INFRARED, Infrared Radiance