A socio-hydrological system analysis to classify the state of water insecurity in the Awash River Basin, Ethiopia
2026
Gebrehiwot, S G, Birhanu, B, Legasse, A M, Tessema, B G, Breuer, L
Soil Moisture/Water Content
Assessing SMAP for enhanced wildfire danger prediction in boreal-Arctic ecosystems
2026
Bourgeau-Chavez, Laura L., Hanes, Chelene, Billmire, Michael, Bosse, Karl, Battaglia, Michael J., Colliander, Andreas
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
2026
Rettelbach, T, Bader, J, Groenke, B, Helm, V, Langer, M, Freytag, J-C, Grosse, G
Active Layer, Freeze/Thaw , Permafrost , Soil Depth
Understanding deforestation dynamics in Amazonian protected areas through land-use change models informed by conservation discourses
2026
Siegel, Katherine J., Mills-Novoa, Megan, Kinnebrew, Eva, Ochoa-Brito, Jose, Shoffner, Elizabeth
Brightness Temperature, Soil Moisture/Water Content
A global dataset of remote sensing-based soil critical point and permanent wilting point
2025
Xu, Yawei, He, Qing, Lu, Hui, Yang, Kun, Entekhabi, Dara, Short Gianotti, Daniel J.
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
2025
Nikraftar, Zahir, Parizi, Esmaeel, Saber, Mohsen, Boueshagh, Mahboubeh, Tavakoli, Mortaza, Esmaeili Mahmoudabadi, Abazar, Ekradi, Mohammad Hassan, Mbuvha, Rendani, Hosseini, Seiyed Mossa
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
2025
Melser, Ramon, Coops, Nicholas C., Wulder, Michael A., Derksen, Chris, Knox, Sara H., Wang, Tongli
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?
2025
Zhao, Haojin, Montzka, Carsten, Keller, Johannes, Li, Fang, Vereecken, Harry, Hendricks Franssen, HarrieJan
Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content , Surface Soil Moisture
Dynamic vegetation parameter retrieval algorithm for SMAP L-band radiometer observations
2025
Konkathi, Preethi, Karthikeyan, L.
Soil Moisture/Water Content , Soil Temperature
Decoding the spatiotemporal complexities of the permafrost carbon feedback with multimodal ensemble learning
2025
Gay, B. A., Pastick, N. J., Watts, J. D., Armstrong, A. H., Miner, K. R., Miller, C. E.
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
2025
Walker, Victoria A., Cosh, Michael H., White, William A., Colliander, Andreas, Kelly, Victoria R., Siqueira, Paul
Brightness Temperature, Soil Moisture/Water Content
Soil Moisture Monitoring Method and Data Products: Current Research
2025
Liu, Ruihao, Chang, Cun, Zhong, Ruisen, Lu, Shiyang
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
2025
Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content
Soil moisture gradients strengthen mesoscale convective systems by increasing wind shear
2025
Barton, Emma J., Klein, Cornelia, Taylor, Christopher M., Marsham, John, Parker, Douglas J., Maybee, Ben, Feng, Zhe, Leung, L. Ruby
Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content
Short-term satellite soil moisture for agricultural drought
2025
Palagiri, Hussain, Pal, Manali, Maity, Rajib
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
2024
Wang, J., Cho, K., NegronJuarez, R. I., Colliander, A., Caravasi, E. C., Revilla, N. S.
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
2024
Do, Son K., Tran, Thanh-Nhan-Duc, Le, Manh-Hung, Bolten, John, Lakshmi, Venkataraman
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
2024
Gungor Sahin, Onur, Gunduz, Orhan
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
2024
Jelinski, N. A., Pastick, N. J., Kholodov, A. L., Sousa, M. J., Galbraith, J. M.
Active Layer, Freeze/Thaw , Permafrost , Soil Depth
Estimating Backward Scattering using GNSS-Reflectometry Measurements for Soil Moisture Retrieval
2024
Perez-Portero, Adrian, Rodriguez-Alvarez, Nereida, Francesc Munoz-Martin, Joan, Bosch-Lluis, Xavier, Oudrhiri, Kamal
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
2024
Perez-Portero, Adrian, Munoz-Martin, Joan Francesc, Rodriguez-Alvarez, Nereida, Bosch-Lluis, Xavier, Oudrhiri, Kamal
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
2024
Edokossi, Komi, Jin, Shuanggen, Calabia, Andres, Molina, Inigo, Mazhar, Usman
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
2024
Veysi, Shadman, Galehban, Eslam
SIGMA NAUGHT, Soil Moisture/Water Content
Diurnal Vegetation Moisture Cycle in the Amazon and Response to Water
2024
Asgarimehr, Milad, Entekhabi, Dara, Camps, Adriano
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
2024
Makhasana, Payal R., Santanello, Joseph A., Lawston-Parker, Patricia M., Roundy, Joshua K.
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