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Publications Citing Land Surface Data

List of peer-reviewed publications that cite using Land Surface data.
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A bio-inspired artificial intelligence framework leveraging remote sensing for groundwater storage modeling in climate-stressed regions Land Surface Temperature, Emissivity
A 1-km resolution dataset of affordability-constrained accessibility to elderly care facilities in China RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A 10 m High-precision Canopy Height Product for Nanping City, Fujian Province, China Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height
A 30 m Multi-Year Dataset of Major Crop Distributions in Xinjiang, China (20132024) Based on Harmonized LandsatSentinel-2 Data Reflectance, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps
A bayesian framework for dynamic monthly curve number conditioning using Runoff, Soil Texture
A near-global dataset of dissolved organic carbon concentrations and yields in forested headwater streams Autotrophic Respiration (ra), Heterotrophic Respiration (rh), Photosynthesis, Primary Production, Vegetation Productivity
A New Addition to Global Soil Moisture Mapping: CFOSAT Scatterometer Land Use/Land Cover Classification
A high-resolution (daily and 1 km) atmospheric moisture collection over the North China Plain during 20032020 Land Use/Land Cover Classification, Aerosol Optical Depth/Thickness, Land Surface Temperature, Emissivity
A High-Resolution Forest Soil Organic Carbon Dataset for China Derived from an Enhanced Quantile Regression Forest Model Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Photosynthesis, Primary Production, Vegetation Productivity
A Holistic Assessment of Climate Change, Land Use, and Water Governance Through Complex Water Systems 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, Total Runoff
A model of water extraction from the subglacial hydrologic system under idealized conditions Ice Velocity, Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation
A machine learning-based wildfire susceptibility mapping framework for Photosynthesis, Primary Production, Vegetation Productivity, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps
A hybrid machine learning model for flood prediction with recursive feature elimination informed by training performance RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Land Use/Land Cover Classification, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Total Surface Precipitation Rate
A Hybrid Physics-Guided Machine Learning for Soil Moisture Monitoring and Drought Assessment From CYGNSS in Complex Terrain 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, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Brightness Temperature, Surface Soil Moisture, Radar Cross-Section, Radar Reflectivity
A localized plant species-specific BVOC emission rate library of China established using a developed statistical approach based on field measurements Land Use/Land Cover Classification
A long-term daily 500 m snow cover extent product over China (19812000) Land Use/Land Cover Classification
A machine learning approach coupling immediate and lagged drivers to predict sand and dust storms in Northern China Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity
A Model for Dry Deposition of Atmospheric Micro-and Nanoplastic Fibers Land Use/Land Cover Classification
A new index used to characterise the extent of Antarctic marine coastal winds in climate projections 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
A new model for estimating topography-modulated daily net radiation under all-sky conditions Reflectance, Albedo, Anisotropy, Shortwave Radiation
A new, long-term root zone soil moisture dataset for operational agricultural drought monitoring over Africa 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, Surface Temperature, Humidity, Surface Winds, Precipitation Rate, Ground Water
A novel active-microwave method to estimate 1 km vegetation optical depth over the Heihe River Basin Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Surface Soil Moisture
A Novel Deep Learning Framework combining optical-SAR Data to Generate Gap-Free 20 M LAI Time Series for Crop Monitoring Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps
Anthropogenic impacts on aggrevating fluvial hazards: a Case of nagavali river basin, india RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Anthropogenic Infrastructures Shape Brown Bear Movements in HumanModified Landscapes Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps