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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 harmonized 20002024 dataset of daily river ice concentration and annual phenology for major Arctic rivers Reflectance
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 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
A Physically Driven Interpretable Machine Learning Framework for Early Forecasting of Summer Hypoxia in the Semi-Enclosed Bohai Sea Using Remote Sensing Data Tropospheric Ozone, Tropopause, Methane, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Surface Temperature, Air Temperature, Upper Air Temperature, Layered Precipitable Water, Total Precipitable Water, Water Vapor Profiles, Cloud Fraction, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Precipitation Rate, Emissivity, Skin Temperature, Sea Surface Temperature
A Python-Based Workflow for Producing Soil Electromagnetic Properties 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
A remote sensing framework for mapping agricultural water priority areas and hot spots in northeast Italy Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity
A satellite soil moistureand radar rainfallbased methodology for slope-scale seepagestability modelling of rainfall-induced landslides Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture
A socio-hydrological system analysis to classify the state of water insecurity in the Awash River Basin, Ethiopia Soil Moisture/Water Content
A Stepwise Approach for Monitoring Spring Maize Phenology Using Fused Land Use/Land Cover Classification
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 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 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 New Addition to Global Soil Moisture Mapping: CFOSAT Scatterometer Land Use/Land Cover Classification
A new model for estimating topography-modulated daily net radiation under all-sky conditions Reflectance, Albedo, Anisotropy, Shortwave Radiation
A new paradigm for understanding Earths marine ice sheets Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation
Climate risks of global deployed solar photovoltaic systems Land Use/Land Cover Classification
Climate warming reshapes vegetation responses in China from temperature to precipitation 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
Climate warming strengthened but droughts eliminated the coupling between productivity and tree growth in semi-arid plantations Chlorophyll, Leaf Characteristics, Solar Induced Fluorescence, Reflectance, Photosynthesis, Primary Production
Climate, carbon, and soil stability: a key link in coffee-growing landscapes of the Peruvian Amazon RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Climate-dominated, LUCC-enhanced waterecosystem responses in the humid temperate Tumen River basin Land Surface Temperature, Emissivity, 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, Snow Water Equivalent, Runoff, Land Use/Land Cover Classification, Terrestrial Water Storage, Ground Water, Glacier Mass Balance/Ice Sheet Mass Balance
Climate-induced shifts and lengthening of growing seasons across Pakistan's major vegetation types Land Use/Land Cover Classification
Cloudburst or hybrid phenomenon? Dissecting the Dharali flood disaster of 2025 Root Zone Soil Moisture, Surface Soil Moisture