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Publications Citing ORNL DAAC Data

List of peer-reviewed publications that cite using ORNL DAAC data.
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Lagged precipitation effects on plant production across terrestrial biomes Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Vegetation Index
Mapping Floral Resources in Montane Landscapes Using Unmanned Aerial Systems and Two-step Random Forest Classifications Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation
Mapping global distributions, environmental controls, and uncertainties of apparent topsoil and subsoil organic carbon turnover times Photosynthesis, Primary Production, Vegetation Productivity, Litter Characteristics
Methane emission hotspots in a boreal forest-fen mosaic potentially linked to deep taliks Soil Depth, Soil Moisture/Water Content, Soil Horizons/Profile, Active Layer, Terrain Elevation, Land Use/Land Cover Classification, Soil Temperature, Soil Biogeochemistry, Microfauna
Modeling carbon and water fluxes in agro-pastoral systems under Biomass Dynamics, Primary Production, Biomass
Modeling ecosystem services in Armenia using InVEST: a scenario-based Runoff, Soil Texture
Modeling Forest Growth Under Current and Future Climate Canopy Characteristics, Photosynthesis
Deep insights into the diversified cropping and their impact on arbuscular mycorrhizal fungi: A global meta-analysis Carbon, Cation Exchange Capacity, Organic Matter
DeepAir: Deep learning and satellite imagery to estimate high-resolution PM2. 5 at scale Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fossil Fuel Burning, Atmospheric Carbon Dioxide
Deforestation Could Push Amazonia Close to a Tipping Point Under Future Climate Change Deforestation, Land Use/Land Cover Classification
Detecting Burned Vegetation Areas by Merging Spectral and Texture Features in a ResNet Deep Learning Architecture Burned Area, Fire Dynamics, Fire Occurrence
Detecting Change in Belowground Carbon Stocks: Statistical Feasibility and Future Opportunities from Loblolly Pine Forests Soil Respiration, Ecosystem Functions, Soil Respiration, Organic Matter, Soil Chemistry
Degradation and deforestation increase the sensitivity of the Amazon Forest to climate extremes Forest Composition/Vegetation Structure, Soils, Vegetation Height, Biomass, Forests
Derivation of soil hydraulic properties (SHPs) using a Physics-Based Soil Temperature, Soil Moisture/Water Content
Deriving leaf-scale chlorophyll index (CIleaf) from canopy reflectance Primary Production, Agricultural Lands, Leaf Characteristics, Chlorophyll, Photosynthetically Active Radiation, Reflectance
Flood detection using PolSAR decomposition, feature selection, and deep learning RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation
Flood Frequency Analysis in West Africa Carbon, Cation Exchange Capacity, Organic Matter
Flood prediction: analyzing land use scenarios and strategies in Sumber Runoff, Soil Texture
Floodplain forests drive fruit- eating fish diversity at the Amazon Digital Elevation/Terrain Model (DEM)
Future Trends of Global Agricultural Emissions of Ammonia in a Changing Climate Carbon, Nitrogen, Soil Water Holding Capacity, Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content, Soil Horizons/Profile
GEDI and Sentinel data integration for quantifying agroforestry tree height and stocks LIDAR WAVEFORM, Evergreen Vegetation, Deciduous Vegetation, Canopy Characteristics, Biomass, Shrubland/Scrub, Forests, Grasslands
GEDI reveals decline in overstorey and increase in understorey canopy Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, Vegetation Height, LIDAR WAVEFORM
gediDB: A toolbox for processing and providing Global Ecosystem Dynamics Investigation (GEDI) L2A-B and L4A-C data Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM
Gemmatirosa adaptations to arid and low soil organic carbon conditions worldwide Phosphorus, Soil Chemistry
From Air to Space: A Comprehensive Approach to Optimizing Aboveground Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics