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Publications Citing ORNL DAAC Data

List of peer-reviewed publications that cite using ORNL DAAC data.
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Global sublinear scaling between soil microbial biomass carbon and soil organic carbon across biomes Carbon, Nitrogen, Phosphorus
Harnessing Satellite Synergy and Machine Learning Model Towards Sustainable Biomass Monitoring in Agro-Ecological Region Land Use/Land Cover Classification, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Biomass, Forests, Grasslands, Alpine/Tundra
Divergent population trajectories despite similar response to temperature in a widespread aerial insectivore Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation
Do Deep-Learning Models Perform Better Than Process-Based Models? A Diagnostic Evaluation Using Synthetic Streamflow Simulation Under Various Sources of Uncertainties Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation
Drivers and implications of declining fossil fuel CO2 concentrations in Chinese cities revealed by radiocarbon 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
Drought influence on carbon assimilation and water use efficiency in Mediterranean ecosystems Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity, Land Surface Temperature, Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance
Contextualizing Early to Middle Pleistocene hominin ecology in the Indian Subcontinent Biomass Dynamics, Primary Production, Biomass
DeepSoil: Physics-Guided Learning for High-Resolution Soil Moisture Mapping from Surface to Root-Zone via Multimodal Sensing and Process-Based Modeling Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Soil Temperature, Soil Moisture/Water Content
Detecting and Mapping Permafrost: Preliminary Data from a Novel Frequency Domain Electromagnetic Induction Device Soil Depth, Active Layer, Soil Moisture/Water Content
In Situ and SpaceBased CO2 Observations Reveal MoistureInduced Seasonal Compensation of the Western US Carbon Cycle Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Soil Organic Carbon (SOC), Primary Production, Gross Primary Production (gpp), Reflectance
Optimizing wild bird fecal surveillance sites for HPAI through risk estimation using machine learning algorithms LIDAR WAVEFORM, Canopy Characteristics, Terrain Elevation
Paving the way: redlining and contemporary transportation emissions in US cities Atmospheric Carbon Dioxide, Petroleum Production/Use, Industrial Emissions, Fossil Fuel Burning, Emissions, Transportation
Physics-Embedded Deep Learning for Wildfire Risk Assessment: Integrating Statistical Mechanics into Neural Networks for Interpretable Environmental Modeling Vegetation Water Content, Soil Moisture/Water Content, Skin Temperature, Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Plant Functional Traits and Vegetation Structure Explain Pollination Networks at Scale Canopy Characteristics, Biomass, Vegetation Height, Forest Composition/Vegetation Structure
Intensity-resolved classification of forest fire smoke via fused 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
Intra-settlement scaling across the urban-rural continuum: material Fossil Fuel Burning, Atmospheric Carbon Dioxide
Isotopic constraints in methane inversions reveal larger trends in wetland emissions with improved linkage to terrestrial water storage Atmospheric Carbon Dioxide, Atmospheric Carbon Monoxide, Halocarbons And Halogens, Trace Gases/Trace Species, Methane, Carbon And Hydrocarbon Compounds
Land carbon sink distribution in Northern Eurasia is driven by climate change Forest Yields, Biomass, Carbon, Forests
Can Channel Network Topology govern prediction of ungauged design floods? Watershed Characteristics, Maximum/Minimum Temperature, Evapotranspiration, Precipitation Amount, Discharge/Flow
Characterizing the role of climate and urbanization on multi-decade stream hydrology: implications for watershed management Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation
Cloud-Resilient Forest Monitoring for Sustainable Urban Land Management: L-Band SAR Assessment of Charcoal-Driven Peri-Urban Woodland Change in Lusaka, Zambia Terrestrial Ecosystems, Biomass, LIDAR WAVEFORM
Exploring biases in the GISS ModelE Earth system model brown carbon representation with in-situ flight observations Atmospheric Ozone, Sea Level Pressure, Surface Pressure, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Air Temperature, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles, Biomass Burning, Halocarbons And Halogens, Trace Gases/Trace Species, Sulfur Compounds, Air Quality, Atmospheric Carbon Monoxide, Non-methane Hydrocarbons/Volatile Organic Compounds, Fossil Fuel Burning, Industrial Emissions, Atmospheric Carbon Dioxide, Carbonaceous Aerosols, Carbon Monoxide, Methane
Extreme droughts shrink suitable habitats and reduce fitness for large mammals in the American West LIDAR WAVEFORM, Evergreen Vegetation, Deciduous Vegetation, Canopy Characteristics, Biomass, Shrubland/Scrub, Forests, Grasslands
Contrasting precipitation controls on autumn phenology across eastern Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation
Cuban coral traces annual hydrologically driven variability in U values since the end of the Little Ice Age Discharge/Flow