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Publications Citing Land Surface Data

List of peer-reviewed publications that cite using Land Surface data.
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Climate change-driven hydroclimatic shifts and energy prospects: Insights from a snow-fed river basin in Western Himalaya Land Use/Land Cover Classification
Climate-Driven Hydraulic Traits Shift in Natural and Planted Forests: Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff
Combining meta-analysis and machine learning to assess global greenhouse CO<SUB>2</SUB> enrichment for crop yields: Suitability and future climate resilience Carbon, Cation Exchange Capacity, Organic Matter
Commodity-driven deforestation doubles local warming from tropical forest loss Land Use/Land Cover Classification, Albedo, Anisotropy, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Land Surface Temperature, Emissivity
Comparing novel backward hydrological models for watershed-scale precipitation estimation: an evaluation of inverted PDM and Kirchner-hybrid structures Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Ground Water
Comparing the benefits of native and novel ecosystems as urban nature-based solutions: a case study of Johannesburg, South Africa Land Surface Temperature, Emissivity
Comprehensive uncrewed aerial system data for Amazon rainforest at Tiputini Biodiversity Station, Ecuador Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, VEGETATION HEIGHT
Compounded effects on wetland greenhouse gas fluxes from climate change and water management along a saline to freshwater gradient Atmospheric Carbon Dioxide, Methane, Wetlands, Wetlands, Reflectance, Albedo, Anisotropy, Total Surface Water
Comparison of multiple satellite-derived products for assessing Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, VEGETATION PRODUCTIVITY, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff
Comparative analysis of machine learning biomass models against global remote sensing products using ground validation Biomass, Forests, VEGETATION HEIGHT, DISTURBANCE
Comparative analysis of slope and grid units for co-seismic landslide susceptibility mapping using machine learning methods RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Cold-summer and summer-snowfall trends and their impacts on vegetation in a warming Mongolian Plateau Vegetation Index, Normalized Difference Vegetation Index (NDVI)
AVIRIS-3 Rapid Response to January 2025 Los Angeles Wildfires Visible Radiance, Infrared Radiance, Reflectance, REFLECTED INFRARED
Assessment of reanalysis soil temperature products over the pan-Arctic Longwave Radiation, Shortwave Radiation, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content, Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow/Ice, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Assessment of snow water equivalent characteristics in time and space over the Mackenzie River basin Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff
Bayesian Model Averaging Method for Merging Multiple Precipitation Products over the Arid Region of Northwest China Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Air Temperature, Specific Humidity, Wind Speed, Snow Cover, Snow Depth, Skin Temperature, Water Vapor, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Precipitation, Precipitation Amount
Beat the heat: Hotspots for nature-based solutions in Vienna and Land Surface Temperature, Emissivity
Assimilation of solarinduced fluorescence satellite observations in the
European Centre for MediumRange Weather Forecasts
integrated forecast system
Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance
Assessing the geothermal prospect of the West Coast Geothermal Province RADAR IMAGERY, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps
Assessing the impact of aerosol optical depth on solar radiation Reflectance, Albedo, Anisotropy, Shortwave Radiation
Assessment of district scale ecosystem health in India using multi decadal carbon and water use efficiencies Land Use/Land Cover Classification
Assessment of Drought Impacts on Remotely Sensed Seasonal Snow Depletion Patterning: A Case Study Over the Boise River Basin, Idaho Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps
Assessing the Impacts of Long-Term Weather Variability and Urban Development on Crop Production to Analyze Food Security in Iran Land Use/Land Cover Classification, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Precipitation, Rain, Precipitation Amount, Precipitation Rate, Snow
Aridity modulates spatiotemporal changes in carbon allocation to leaves in Northern Hemisphere grasslands Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance
Assessment and intercomparison of 23 global satellite and model-based soil moisture products using cosmic ray neutron sensing observations over Europe Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff
Assessment of spaceborne and airborne lidar metrics using Fay-Herriot Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, VEGETATION HEIGHT, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation
Big data fusion-driven geospatial knowledge graph construction method for sustainable smart cities Albedo, Anisotropy
Bergmann's rule: Why does body size increase with latitude? Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Burned area trends and fire susceptibility in protected areas of Kenya: the potential rolesof human activities and climate Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity, Land Surface Temperature
Camera trap-based spatial patterns and drivers of mammal taxonomic, functional, and phylogenetic diversity in Mainland China Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps
Analysis of the evolutionary patterns and drivers of Capturability of Atmospheric Water (CAW) on the Qinghai-Tibet Plateau Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Analysing the Effect of Climate Change on Photovoltaic Solar Plants in South Africa Surface Temperature, Skin Temperature, Upper Air Temperature, Air Temperature, Atmospheric Winds, Surface Winds, U/V Wind Components, Atmospheric Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Altitude, Boundary Layer Winds, Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Sea Surface Skin Temperature
Anthropogenic Forcings Intensify Droughts More Severely in Drylands than in Humid Regions Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff
Anthropogenic Infrastructures Shape Brown Bear Movements in HumanModified Landscapes Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps
Analyzing Facade Degradation across US Regions: A Model-Based Assessment of Geographic Stressors Emissivity, Land Surface Temperature, Reflectance
Delta-X: An airborne remote sensing framework to calibrate hydrodynamic Hydroperiod, Inundation, Water Channels, Surface Water Processes/Measurements, Estuary, Water Depth, Coastal Bathymetry, Rivers/Stream, Wetlands, Deltas, Digital Elevation/Terrain Model (DEM), Coastal Elevation, Wetlands, Stage Height, Salt Marsh, Coastal, Biomass, Wetlands, Forests, Suspended Solids, Terrain Elevation, Primary Production, Vegetation Species, Plant Characteristics, Sedimentation, Accretion, Isotopic Age, Soil Horizons/Profile, Infrared Radiance, Sedimentation, Sediments, VIEWING GEOMETRY, Vegetation Cover, Geolocation, Visible Radiance, Sediment Transport, Sediment Transport, Attenuation/Transmission, Vegetation Fraction, Sea Level Changes, REFLECTED INFRARED, VISIBLE IMAGERY, Reflectance, Isotopes, Nutrients, Nutrient Cycling, Isotope Ratios, Sediment Transport, Sediment Transport, Nitrogen, Organic Matter, Soil Bulk Density, Carbon, Potassium, Nitrogen, Dominant Species, Discharge/Flow, Soil Rooting Depth, Salinity, Sediment Composition, Organic Matter, Solids, Surface Water Chemistry, Soil Organic Carbon (SOC), Sedimentation, Water Depth, Water Characteristics, Turbidity, Water Temperature, Chlorophyll Concentrations, Sedimentation
Deriving Gridded Soil Moisture Estimates Using Earth Observation Data Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Desert mycobiome of Saudi Arabia is driven by vegetation patterns Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Detecting and Predicting Vegetation Transitions Based on Resilience Dynamics and Land-Cover Changes Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps
Coupled geomorphic and climate-driven biogeochemical processes regulate soil organic carbon stocks in agricultural terraces Carbon, Cation Exchange Capacity, Organic Matter
Consistent Soil Moisture and Vegetation Optical Depth from Relatively Calibrated SMOS Brightness Temperatures with SMAP Brightness Temperature, Surface Soil Moisture, Vegetation Optical Depth
Constraining a data-driven CO2 flux model by ecosystem and 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, Reflectance, Albedo, Anisotropy
Constraining orientation statistics of ice crystals in clouds with observations from deep space Land Use/Land Cover Classification
Correlation and influencing factors of surface urban heat island Land Surface Temperature, Emissivity
Confronting Land Surface Temperature and Ground Station Data for Urban Land Surface Temperature
Conservation of an endangered amazonian primate: priority areas for the Electricity, Energy Production/Use, Human Settlements, Population Distribution, Sustainable Development, Wetlands, Land Use/Land Cover Classification, Inundation
Contrasting temporal dynamics in global karst and non-karst soil respiration Soil Respiration, Ecosystem Functions, Soil Respiration
Contrasting thermophilization among forests, grasslands and alpine summits RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Contrasting Biogenic Isoprene Emission Responses to La Nina and El Nino Driven by Temperature: Insights from HCHO-Based Global Inversion Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance
Correcting Laser Footprint Geolocation Errors in Mountainous Forests by Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, VEGETATION HEIGHT