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Publications Citing Soil Moisture/Water Content Data

List of peer-reviewed publications that cite using Soil Moisture/Water Content data.
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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)
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
Detecting and Mapping Permafrost: Preliminary Data from a Novel Frequency Domain Electromagnetic Induction Device Soil Depth, Active Layer, Soil Moisture/Water Content
Development and preliminary validation of an EnKF-like image 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
Development of low latency, high resolution SMAP soil moisture retrievals in support of near-real-time applications ANTENNA TEMPERATURE, Brightness Temperature, Surface Soil Moisture
Differential Effects of Soil Moisture and Air Temperature on Vegetation 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, Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI)
Inferential modeling of dry deposition across the Ammonia Monitoring Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Evaporation, Evapotranspiration, Rain, Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content, Soil Temperature, Albedo, Land Surface Temperature, Snow Water Equivalent, Runoff, Land Use/Land Cover Classification, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Photosynthetically Active Radiation
Physics-Embedded Deep Learning for Wildfire Risk Assessment: Integrating Statistical Mechanics into Neural Networks for Interpretable Environmental Modeling Vegetation Water Content, Soil Moisture/Water Content, Skin Temperature, Vegetation Index, Normalized Difference Vegetation Index (NDVI)
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
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
Cloudburst or hybrid phenomenon? Dissecting the Dharali flood disaster of 2025 Root Zone Soil Moisture, Surface Soil Moisture
Comparative machine learning and deep learning approaches for Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff, Reflectance, Emissivity
Confidently uncertain: validating satellite ECV measurement uncertainty estimates Brightness Temperature, Surface Soil Moisture
Cover crop decomposition and nitrogen release over three years of precipitation variability in the Western Corn Belt Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Evaporation, Evapotranspiration, Rain, Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content, Soil Temperature, Albedo, Land Surface Temperature, Snow Water Equivalent, Runoff
CANSD v1. 0: the first map of agricultural nitrogen surplus across China from 2000 to 2022 Air Temperature, Evapotranspiration, Rain, Soil Moisture/Water Content, Total Runoff
Catchment precipitation partitioning in the Budyko framework is controlled by root zone storage capacity Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance, Soil Depth, Soil Horizons/Profile, Soil Water Holding Capacity, Soil Texture, Soil Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Soil Moisture/Water Content
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
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
DeepProfile: An inverse fusion framework for root zone soil moisture Land Use/Land Cover Classification, Soil Temperature, Soil Moisture/Water Content
LongTerm Discharge Records from United States and European Karst Springs: Data Limitations in Trend Analysis 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, Natural Hazards, Infrastructure, Sustainability, Land Use/Land Cover
National Oceanic and Atmospheric Administration Soil Moisture Operational Product System: An overview and data assimilation applications Brightness Temperature, Surface Soil Moisture
Next-generation Metop ASCAT surface soil moisture datasets from EUMETSAT H SAF 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
Nonlinear trend decomposition for reconstructing terrestrial water 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
Soil moisture impact on convective initiation Brightness Temperature, Surface Soil Moisture, Vegetation Optical Depth