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Publications Citing Land Surface Data

List of peer-reviewed publications that cite using Land Surface data.
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ERA5-Land: soil moisture dry-downs detection over the Argentine Pampas Land Use/Land Cover Classification
Estimates of high spatiotemporal resolution solar shortwave radiation from Himawari-8 radiation products in mountainous areas Reflectance, Albedo, Anisotropy
Estimating the Near-Surface Air Temperature Field Using Satellite-Based Remote Sensing of Land Surface Temperatures Albedo, Anisotropy, Land Surface Temperature, Emissivity, Reflectance
Development of the long-term harmonized multi-satellite SIF (LHSIF) dataset at 0.05 resolution (19952024) Atmospheric Carbon Dioxide, Solar Induced Fluorescence, Land Use/Land Cover Classification, Reflectance, Primary Production, Chlorophyll, Photosynthesis, Leaf Characteristics, Albedo, Anisotropy
Driving mechanisms of vegetation carbon sink distribution based on explainable machine learning and evaluation of carbon sequestration in open-pit mines Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY
Effect of Climatic Aridity on Above-Ground Biomass, Modulated by Forest Fragmentation and Biodiversity in Ghana Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, VEGETATION HEIGHT
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)
Dynamics of snow and glacier cover in the Upper Karnali Basin, Nepal: an analysis of its relationship with climatic and topographic parameters Snow Cover, Land Surface Temperature, Emissivity
Early dispersal of Neolithic populations in the ancient Pearl River RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
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
Effects of green infrastructure composition and configuration on runoff Runoff, Soil Texture
Environmental Degradation in Iraq: Attribution of Climatic Change and Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Evapotranspiration, Latent Heat Flux, Land Surface Temperature, Emissivity
Environmental dynamics recorded at Dupljaja loess section (southeastern Carpathian Basin, northern Serbia) Vegetation Index, Vegetation Cover, Vegetation Index, Deciduous Vegetation, Reflectance
Evaluating the influence of climate change on the deterioration and Emissivity, Land Surface Temperature
Evaluating urban flood risk and retention potential using InVEST-UFRM: a case study from Gurugram, India Runoff, Soil Texture
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
Evaluation of ERA5, FLDAS and AIRS temperature data in Central Java and Its utilization as a basis for climate-based policy 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, Carbon Monoxide, Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Outgoing Longwave Radiation, Upper Air Temperature, Humidity, Total Precipitable Water, Water Vapor, Water Vapor Profiles, Cloud Liquid Water/Ice, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Skin Temperature, Sea Surface Temperature
Evaluation of arsenic and nitrate contamination in groundwater from alluvium aquifers: Hydrogeochemical features, water quality and health risk assessment RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Emissivity-Driven Directional Biases in Geostationary Satellite Land Surface Temperature: Integrated Comparison and Parametric Analysis Across Complex Terrain in Hunan, China Topographical Relief Maps, Terrain Elevation, Digital Elevation/Terrain Model (DEM)
Eco-evolutionary dynamics shaping biodiversity in the urban mosaic Land Surface Temperature, Emissivity, Population Density
Earth observation and machine-learning-based mapping of 0-1 m soil Soil Moisture/Water Content, Soil Depth, Active Layer
Earth observation for land representation: implementing the Paris Agreement requirements for greenhouse gas reporting Land Use/Land Cover Classification
Earth observation-based land degradation mapping and prediction: the Moroccan test region case study Land Surface Temperature, Emissivity
Enhancing 5-day particulate matter (PM10) forecasts in Morocco using U-net: A deep learning approach Land Use/Land Cover Classification
Enhancing aboveground biomass estimation in tropical dry forests with GEDI, Sentinel-1/2 and national Forest inventory data Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, VEGETATION HEIGHT, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation
Enhancing Estimation of Fine Particulate Matter Chemical Composition across North America by Including Geophysical A Priori Information in Deep Learning with ... Land Use/Land Cover Classification
Drought indices predict changes in live fuel moisture content (LFMC) Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area
Elevation uncertainties in the Mekong Delta quantified using a transferable approach Digital Elevation/Terrain Model (DEM), Climate Adaptation
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)
Enhanced effect of warming on the leaf-onset date of boreal deciduous broadleaf forest Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index, Land Use/Land Cover Classification
Enhancing water science in Earth's second lung: AI-generated centenary hydrological insights from two decades of satellite data in the Congo Basin 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
Drought propagation in china: Uncertainties originate more from dataset 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
DroughtDriven Water Insecurity in an Emerging Indian Megacity: A Coupled MultiAgent Systems Approach for Policy Evaluation Socioeconomics, Land Use/Land Cover
Do CMIP6 earth system models outperform their predecessors in simulating Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification
Drivers and regional heterogeneity of cropland net ecosystem productivity across China's three major plains Soil Respiration, Ecosystem Functions, Soil Respiration, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Distribution, conservation, and indigenous knowledge of finger millet germplasm in different agroecologies in Uganda 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
DTRF2020: The ITRS 2020 realization of DGFI-TUM 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
Dual stage Spectral and Spatial Analyser (DSSA) - A novel deep learning model for methane detection from hyperspectral images Reflectance, Water Vapor
Disentangling the effects of orographic forcing and soil moisture on shallow cumulus in a semi-arid grassland Reflectance
Dynamic Modeling of Ammonia Emissions and Nitrogen Deposition via Online Coupling of WRFChem and NoahMPCN Land Use/Land Cover Classification
Disturbance history and canopy structure drive growing season albedo RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Divergent demographic responses of boreal-breeding ducks to growing season variability Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Divergent Effects of Climate Change on the Potential Habitats of Two RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Family imprint reveals basin-wide patterns of Amazon forest embolism resistance Wetlands, Land Use/Land Cover Classification, Inundation
Fault Stability Assessment in Tectonically Active Geothermal Fields Through Integrated Stress Analysis Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps
Exploring the potential of Harmonized Landsat-Sentinel-2 in predicting boreal forest structure from UAV-LiDAR data in Northwestern America Vegetation Cover, Forests, Canopy Characteristics, Land Use/Land Cover Classification, Alpine/Tundra, Reflectance, Dominant Species, Plant Phenological Changes, Normalized Difference Vegetation Index (NDVI), Plant Phenology, Evergreen Vegetation, Vegetation Index
Exploring the Seven Climate Zones of China: How Soil Moisture and Vapor Pressure Deficit Influence Vegetation Productivity Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), 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
Geological regulation of nitrous oxide emission risks in rivers globally Land Use/Land Cover Classification
Geospatial Analysis of Agrivoltaic Suitability in the Philippines Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps
Hydropedological clustering: improving the representation of low Reforestation, Terrestrial Ecosystems, Permafrost, Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Growth/Melt, Ice Roughness, Ice Temperature, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Reflectance, Sea Ice Motion, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice, Snow Cover, Landslides, Aeolian Landforms, Coastal Landforms, Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms, Land Use/Land Cover Classification, Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Terrain Elevation, Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Roughness, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Sea Ice Motion, Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes, Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice