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Publications Citing SMAP L-Band Radar Data

Browse a list of academic papers that cite data provided by NASA’s Soil Moisture Active Passive (SMAP) L-Band Radar.

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A socio-hydrological system analysis to classify the state of water insecurity in the Awash River Basin, Ethiopia Soil Moisture/Water Content
Assessing SMAP for enhanced wildfire danger prediction in boreal-Arctic ecosystems Soil Temperature, Soil Moisture/Water Content, Soil Horizons/Profile, Soil Depth, Active Layer, Brightness Temperature, Surface Soil Moisture
Post-disturbance ice-wedge degradation in Alaskan tundra fire scars using space-for-time substitution remote sensing Active Layer, Freeze/Thaw, Permafrost, Soil Depth
Understanding deforestation dynamics in Amazonian protected areas through land-use change models informed by conservation discourses Brightness Temperature, Soil Moisture/Water Content
A global dataset of remote sensing-based soil critical point and permanent wilting point Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI), Brightness Temperature, Soil Moisture/Water Content
An Interpretable Machine Learning Framework for Unraveling the Dynamics of Surface Soil Moisture Drivers Soil Organic Carbon (SOC), Gross Primary Production (gpp), Heterotrophic Respiration (rh), NET ECOSYSTEM CO2 EXCHANGE (NEE)
Capturing constraints on boreal gross primary productivity using the Reflectance, Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Brightness Temperature, Freeze/Thaw, Transition Direction, Soil Organic Carbon (SOC), Root Zone Soil Moisture, Surface Soil Moisture
How Does Assimilating SMAP Soil Moisture Improve Characterization of the Terrestrial Water Cycle in an Integrated Land Surface-Subsurface Model? Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content, Surface Soil Moisture
Dynamic vegetation parameter retrieval algorithm for SMAP L-band radiometer observations Soil Moisture/Water Content, Soil Temperature
Decoding the spatiotemporal complexities of the permafrost carbon feedback with multimodal ensemble learning Respiration Rate, Biogeochemical Cycles, Primary Production, Gross Primary Production (gpp), Heterotrophic Respiration (rh), NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Organic Carbon (SOC)
Soil Surface Roughness in Temperate Forest During SMAPVEX19-22 Brightness Temperature, Soil Moisture/Water Content
Soil Moisture Monitoring Method and Data Products: Current Research 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, Brightness Temperature, Vegetation Water Content
Soil moisture gradients strengthen intense thunderstorms Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content
Soil moisture gradients strengthen mesoscale convective systems by increasing wind shear Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content
Short-term satellite soil moisture for agricultural drought 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, Brightness Temperature
A Theory of Maximum Entropy Production and Its Application to Microwave Reflectance, Soil Moisture/Water Content, Soil Temperature, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Brightness Temperature, Surface Soil Moisture
A novel validation of satellite soil moisture using SM2RAIN-derived rainfall estimates Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation, Soil Classification, Soil Depth, Soil Porosity, Soil Texture, Terrain Elevation, Surface Soil Moisture
A novel land surface temperature reconstruction method and its application for downscaling surface soil moisture with machine learning Vegetation Index, Normalized Difference Vegetation Index (NDVI), Plant Phenology, Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity, Reflectance, Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content, Root Zone Soil Moisture, Surface Soil Moisture
Estimates of soil taxonomic change due to near-surface permafrost loss Active Layer, Freeze/Thaw, Permafrost, Soil Depth
Estimating Backward Scattering using GNSS-Reflectometry Measurements for Soil Moisture Retrieval Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content, Surface Soil Moisture
Forward and backward full-pol scattering analysis using SMAP reflectometer and radar datasets Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content
Evaluation of SMAP and CYGNSS Soil Moistures in Drought Prediction Using Multiple Linear Regression and GLDAS Product 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, Total Surface Precipitation Rate, Brightness Temperature, SIGMA NAUGHT
Conceptual of soil moisture based on remote sensing and reanalysis dataset SIGMA NAUGHT, Soil Moisture/Water Content
Diurnal Vegetation Moisture Cycle in the Amazon and Response to Water Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content, Radar Cross-Section, Radar Reflectivity, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Surface Soil Moisture, SENSOR COUNTS
Deducing land-atmosphere coupling regimes from SMAP soil moisture Carbon Monoxide, Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Air Temperature, 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, Altitude, Surface Temperature, Skin Temperature, Dew Point Temperature, Atmospheric Winds, Surface Winds, U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Sea Level Pressure, Specific Humidity, Atmospheric Water Vapor, Oxygen Compounds, Boundary Layer Winds, Total Ozone, Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content, Surface Soil Moisture

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