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Publications Citing ORNL DAAC Data

List of peer-reviewed publications that cite using ORNL DAAC data.
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A climate-informed statistical framework to indirectly estimate trends in future seasonal high flows in snow-dominated watersheds using short-term climate variability indices Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Shortwave Radiation, Vapor Pressure
A 30 m spatial resolution dataset of ecosystem services in China for 2000, 2010, and 2020 Biomass, Forests, Grasslands, Alpine/Tundra
A dataset of multispectral UAV imagery and ground-observed leaf chlorophyll content and leaf area index from the wheat experimental area in Gaocheng, Hebei Province in 2024 Vegetation Cover, Vegetation Species, Chlorophyll, Leaf Characteristics
A large-scale, multitask, multisensory dataset for climate-aware crop monitoring in the US from 20182022 Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Shortwave Radiation, Vapor Pressure
A fundamental trade-off among resilience, resistance, efficiency, and Wetlands, Wetlands, Coastal, Gross Primary Production (gpp), Intertidal Zone
Investigating the spatiotemporal behavior of VIC model parameters over the Tibetan plateau via global sensitivity analysis and machine learning Soil Classification, Soil Chemistry, Soil Bulk Density, Nitrogen, Carbon, Soil Horizons/Profile, Soil Moisture/Water Content, Soil Water Holding Capacity
Interpreting Changes in Global Methane Budget in a Chemistry-Climate Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance
Integration of Google's Alpha Earth Foundations into biomass estimation combined with GEDI spaceborne lidar and field inventory data Biomass
Interannual Variability in Fall Ecosystem Metabolism Using CO2: O2 Stoichiometry Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index
Investigating the contributions of herbaceous vegetation biomass to soil REFLECTED INFRARED, Deltas, VISIBLE IMAGERY, Wetlands, Reflectance, Salinity, Water Depth, Water Depth, Inundation, Surface Water Processes/Measurements, Sedimentation, Erosion/Sedimentation, Accretion, Soil Bulk Density, Organic Matter, Soil Organic Carbon (SOC), Sedimentation, Infrared Radiance, Estuary, Sediments, VIEWING GEOMETRY, Vegetation Cover, Geolocation, Visible Radiance, Biomass, Forests, Wetlands, Soil Rooting Depth, Vegetation Fraction, Primary Production
Machine learningbased prediction of cereal rye cover crop biomass across diverse agroecosystems Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Shortwave Radiation, Vapor Pressure
Mapping field-scale daily evapotranspiration using unbiased spatio-temporal fusion approach over heterogeneous surface LIDAR WAVEFORM, Canopy Characteristics, Terrain Elevation
Longterm vegetation changes in elephantrelated areas of concern in Kruger National Park, South Africa Savannas, VEGETATION HEIGHT, Vegetation Cover, Forest Composition/Vegetation Structure
Mapping Spatial Synergies and Trade-Offs: A Geographically Weighted Analysis of Ecosystem Services and Carbon Sequestration in Southern Italy Biomass, Forests, Grasslands, Alpine/Tundra
Modeling of rainfall-runoff and flooding using HEC-HMS model through GIS Runoff, Soil Texture
Natural climate change and social population ageing reconstruct the flood risk gap between inland and coastal cities in China Runoff, Soil Texture
Multi-scale snow depth mapping in Interior Alaska using remote sensing Land Use/Land Cover Classification, Forests, Vegetation Cover, Alpine/Tundra, Reflectance, Dominant Species, Snow Depth
Increased deciduous tree dominance reduces wildfire carbon losses in boreal forests Wildfires
Increased spread of global flash droughts threatens vegetation productivity resilience Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance
Initial Estimates of Soil Mercury Emissions Induced by Soil Heating During Global Wildfires Carbon, Cation Exchange Capacity, Organic Matter
Influence of seasonal canopy conditions on ICESat-2-based aboveground Canopy Characteristics, Vegetation Cover, Biomass
Impacts of Transport Uncertainty on CO2 Over North America: Insights Water Vapor Mixing Ratio Profiles, Methane, Atmospheric Carbon Dioxide, Atmospheric Carbon Monoxide, Cloud Top Height, Planetary Boundary Layer Height, Aerosol Backscatter, Atmospheric Ozone, Carbon And Hydrocarbon Compounds, Halocarbons And Halogens, Trace Gases/Trace Species
Local water use and climate variability drive water stress and alter ecological flows over the conterminous United States Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Shortwave Radiation, Vapor Pressure
Localized BrightnessShapeMoisture Soil Parameterization for Improved PROSAIL-5 Canopy Simulation Reflectance
Leveraging additional VIIRS information to improve wildfire tracking in Visible Radiance, THERMAL INFRARED, Infrared Radiance
GEMS-GER: a machine learning benchmark dataset of long-term groundwater levels in Germany with meteorological forcings and site-specific environmental ... Runoff, Soil Texture
FRIDA-Clim v1. 0.1: a simple climate model with process-based carbon cycle used in the integrated assessment model FRIDAv2. 1 Forests, Plant Phenological Changes, Normalized Difference Vegetation Index (NDVI), Plant Phenology, Evergreen Vegetation, Vegetation Index
Fire severity and carbon combustion from tussock tundra fires in Southwest Alaska Vegetation Cover, Forests, Biomass Burning, Surface Temperature, Precipitation Amount, Fire Dynamics, Fire Occurrence, Carbon, Burned Area, Biomass, Soil Moisture/Water Content, Topographic Effects
Flocculated Silt, Not Clay, Dominates River Suspended Sediment Load Surface Water Processes/Measurements, Water Channels, Sediment Transport, Sediments, Sedimentation
Flood Hazard Assessment Under Subsidence-Influenced Terrain Using Deformation-Adjusted DEM in an Oil and Gas Field Runoff, Soil Texture
ForestScan: a unique multiscale dataset of tropical forest structure across 3 continents including terrestrial, UAV and airborne LiDAR and in-situ forest census data Carbon, Forests, Biomass
Impacts of inter-annual rainfall variability and hydrological cycle intensification on groundwater in an Amazon micro catchment Wetlands, Land Use/Land Cover Classification, Inundation
Impacts of land use change and climate-forcing scenarios on carbon storage dynamics in the Farallones de Cali national natural park Biomass, Forests, Grasslands, Alpine/Tundra
Impact of Reoptimization Frequency on Dynamic Adaptation of Reservoir Control Policies under Climate Change Forest Composition/Vegetation Structure, Land Use/Land Cover Classification
Northward shift of boreal tree cover confirmed by satellite record Vegetation Cover, Forests, Canopy Characteristics
Estimation of distribution of vegetation fire zones in the Russian Far East Burned Area, Fire Dynamics, Fire Occurrence
Development of the global chemistry-climate coupled model BCC-GEOS-Chem v2. 0: improved atmospheric chemistry performance and new capability of chemistry ... 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
Dynamics of forest vegetation in East Asia over the past 40 years and its response to hydrothermal conditions Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Effects of River Channel Structural Modifications on High-Flow Characteristics Using 2D Rain-on-Grid HEC-RAS Modelling: A Case of Chongwe River Catchment in Zambia Runoff, Soil Texture
Ecovoltaic solar energy development effects to microclimate, temperature, and soil moisture in panel array interspaces in a warm desert Maximum/Minimum Temperature, Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation
Effects of green infrastructure composition and configuration on runoff Runoff, Soil Texture
Environmental Drivers of Xylogenesis in Taxodium Distichum (Bald Cypress) in the Southeastern United States Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Shortwave Radiation, Vapor Pressure
Environmental dynamics recorded at Dupljaja loess section (southeastern Carpathian Basin, northern Serbia) Vegetation Index, Vegetation Cover, Vegetation Index, Deciduous Vegetation, Reflectance
Evaluating the Suitability of NLDAS-2 Climate Data for Watershed Modeling: A Case Study of AnnAGNPS in Goodwin Creek Experimental Watershed in Mississippi Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Shortwave Radiation, Vapor Pressure
Evaluating urban flood risk and retention potential using InVEST-UFRM: a case study from Gurugram, India Runoff, Soil Texture
Evaluating post-fire watershed response to varying burn severity and precipitation regimes using fully-distributed and integrated hydrologic models Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Shortwave Radiation, Vapor Pressure
Evaluating and comparing the performance of ICESat-2 and GEDI data for estimating aboveground biomass in mangroves Mangroves, Digital Elevation/Terrain Model (DEM), Canopy Characteristics, Coastal, Forest Composition/Vegetation Structure, Terrain Elevation, Lidar
Ecohydrological Effects of Photovoltaic Plants in Kubuqi Desert Based on Ecohydrological Modelling and Field Observation Nitrogen Compounds, Nitrogen Oxides
Earth observation and machine-learning-based mapping of 0-1 m soil Soil Moisture/Water Content, Soil Depth, Active Layer
Emergent turnover time and temperature sensitivity of global soil carbon Carbon, Nitrogen, Soil Water Holding Capacity, Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content, Soil Horizons/Profile, Autotrophic Respiration (ra), Heterotrophic Respiration (rh)