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Publications Citing Soils Data

List of peer-reviewed publications that cite using Soils data.
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Widespread peat carbon losses driven by the 2025 Scottish megafire Brightness Temperature, Surface Soil Moisture
Wind-Driven Regime of GNSS-R Signatures in Northern Lakes for Lake Ice Detection Surface Soil Moisture, Digital Elevation/Terrain Model (DEM), Land Use/Land Cover Classification, Normalized Difference Vegetation Index (NDVI), Soil Classification, Soil Texture, Surface Roughness
Towards global sensitivity analysis of large-scale flood loss models Suspended Solids, Soil Classification, Soil Texture
Tracking water dynamics of a temperate forest under drought and nondrought conditions using active and passive microwave and optical remote sensing Vegetation Water Content, Soil Moisture/Water Content, Skin Temperature, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance, Snow Grain Size, Snow Cover, Surface Soil Moisture
Transfer Learning for TransformerBased Drought Forecasting Across Diverse Precipitation Products in India 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, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Infiltration, Soil Infiltration, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content, Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow/Ice, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI)
Fine-scale simulation and projection of aboveground biomass dynamics in subtropical forests of Central-southern China: coupling remote sensing data and dynamic ... Reflectance, Discharge, Soil Depth, Biomass, Soil Moisture/Water Content, Albedo, Leaf Characteristics, Photosynthetically Active Radiation, Carbon, Respiration Rate, Atmospheric Water Vapor, Runoff
GCN10: An MPI-parallelized framework for processing global curve number Runoff, Soil Texture
Generating High-Resolution DEMs from Two Different Resolution Data for 2D Flood Mapping. Runoff, Soil Texture
Geodetic evidence of water mass loss from global navigation satellite system measured land uplift in Turkiye 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, Terrestrial Water Storage, Ground Water, Glacier Mass Balance/Ice Sheet Mass Balance
Global spatially detailed water footprint of crop production over five Runoff, Soil Texture
Global sublinear scaling between soil microbial biomass carbon and soil organic carbon across biomes Carbon, Nitrogen, Phosphorus
Harvest date estimation over corn and sunflower fields using Sentinel-1 and RADARSAT constellation mission data and machine learning algorithms Root Zone Soil Moisture, Surface Soil Moisture
History matching of soil moisture and evapotranspiration over Europe using iterative ensemble smoothers Surface Soil Moisture
Comparing modeled and measured carbon dioxide data at five canadian peatlands revealed highly variable non-growing season fluxes Land Use/Land Cover Classification, Fire Occurrence, Land Surface Temperature, THERMAL ANOMALIES, Root Zone Soil Moisture, Surface Soil Moisture, Gross Primary Production (gpp), Heterotrophic Respiration (rh), NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Organic Carbon (SOC)
Comparison of Soil Mineralogy From EMIT Imaging Spectroscopy and Soil Chemistry
Cross-Attention-Based Spatiotemporal Learning Network for Generating Land Use/Land Cover Classification, Surface Soil Moisture
DeepSoil: Physics-Guided Learning for High-Resolution Soil Moisture Mapping from Surface to Root-Zone via Multimodal Sensing and Process-Based Modeling Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Soil Temperature, Soil Moisture/Water Content
An operational global L-band soil moisture and vegetation optical depth dataset from optimized 40 SMOS brightness temperatures for 20102024 Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology, Brightness Temperature, Surface Soil Moisture
Analysis of runoff dynamics and flood formation: An investigation through an explainable deep learning framework 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, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Analyzing meteorological effects on crop yield and yield prediction through machine learning with different data partitioning approaches: A case study from Czech Republic Root Zone Soil Moisture, Surface Soil Moisture
Anthropogenic, biophysical, and climate-driven spatiotemporal dynamics of terrestrial ecosystem carbon sink capacity in the North China Plain region (20052024) Autotrophic Respiration (ra), Heterotrophic Respiration (rh)
Application of machine learning to improve reanalysis soil temperatures 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
Cause-effect discovery in hydrometeorological systems: evaluation of causal discovery methods 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
Assessing rockbed performance in Deep Winter Greenhouses under varying design parameters and operating conditions Root Zone Soil Moisture, Surface Soil Moisture
Assessing the impacts of urbanization and climate variability on Precipitation, Rain, Precipitation Amount, Precipitation Rate, Snow, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Ground Water, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Latent Heat Flux, Emissivity