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Publications Citing SMAP L-Band Radiometer Data

Read peer-reviewed publications that cite SMAP L-Band Radiometer data.

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Shrinking groundwater in India's population epicentre Land Use/Land Cover Classification, Brightness Temperature, Surface Soil Moisture
Satellite-Based Fraction of Available Water Reveals Soil Moisture Deficits Preceding Major Wildfires Vegetation Water Content, Soil Moisture/Water Content, Skin Temperature, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Root Zone Soil Moisture, Surface Soil Moisture, RADAR IMAGERY, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Land Use/Land Cover Classification, Topographical Relief Maps, Plant Phenology, Enhanced Vegetation Index (EVI), Brightness Temperature, SIGMA NAUGHT
Satellite-based detection of agricultural flash droughts and associated vegetation responses in southeastern South America Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Photosynthesis, Primary Production, Vegetation Productivity, Evapotranspiration, Latent Heat Flux, Reflectance, Root Zone Soil Moisture, Surface Soil Moisture
What is the uncertainty of the uncertainty and (why) does it matter? improving the uncertainty estimates of merged multi-satellite soil moisture data sets Brightness Temperature
Transferring soil moisture estimation skills to evapotranspiration and Carbon, Cation Exchange Capacity, Organic Matter, Surface Soil Moisture
Validation of high-resolution surface soil moisture time series retrieved by means of SAR interferometry Surface Soil Moisture
A fused soil moisture product integrating linear fusion method and error characteristics approach Brightness Temperature, Microwave Imagery, Soil Moisture/Water Content, Vegetation Water Content, Surface Soil Moisture
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 satellite soil moistureand radar rainfallbased methodology for slope-scale seepagestability modelling of rainfall-induced landslides Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture
Improved management reduces carbon losses in semi-arid grasslands: An Root Zone Soil Moisture, Surface Soil Moisture
Improving Global Surface Soil Moisture Prediction Through PhysicsGuided Deep Learning and ClusterBased Regionalization Brightness Temperature, Surface Soil Moisture
Characterization of uncertainty in ground-based validation of soil 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, Surface Soil Moisture
Cloudburst or hybrid phenomenon? Dissecting the Dharali flood disaster of 2025 Root Zone Soil Moisture, Surface Soil Moisture
Confidently uncertain: validating satellite ECV measurement uncertainty estimates Brightness Temperature, Surface Soil Moisture
Capturing Mesoscale and Submesoscale Ocean Fronts in the Gulf of Mexico Salinity
Divergent Subtropical Forest Functional and Structural Responses to the Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification, Surface Soil Moisture
Downscaling SMAP soil moisture using a hybrid machine-learning algorithm Brightness Temperature, Surface Soil Moisture
Ensemble numerical simulation of permafrost thermal regimes over the Tibetan Plateau using the Flexible Permafrost Model: 19502023 Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Brightness Temperature, Surface Soil Moisture
Environmental drivers of bushfire warning categories: insights from official records, meteorology, and drought data in Western Australia Root Zone Soil Moisture, Surface Soil Moisture
Forecasting Soil Moisture Dynamics from SMAP Observations via Signal Decomposition Brightness Temperature, Surface Soil Moisture
From near surface to root zone soil water losses: a new model validated Root Zone Soil Moisture, Surface Soil Moisture
Heavy precipitation-induced Yangtze River runoff greatly regulates heterotrophic prokaryotes production and induces P-limited growth in the northern East China Sea Salinity, Surface Winds
Pathways of forward energy cascades in the northern Bay of Bengal Surface Winds, Salinity
PeatDepth-ML: a global map of peat depth predicted using machine learning Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity, Normalized Difference Vegetation Index (NDVI), Vegetation Index, Brightness Temperature, Surface Soil Moisture
Sea surface salinity variability assessment in a tropical coast using integrated all-weather satellite data Surface Winds, Salinity, Salinity

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