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 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
Regional nudged storylines for the European hot and dry summers 20182022: response of evapotranspiration regimes to climate change
2026
Klimiuk, Tatiana, Sanchez-Benitez, Antonio, Ludwig, Patrick, Pinto, Joaquim G.
Brightness Temperature, SIGMA NAUGHT, 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 Moisture/Water Content , Soil Horizons/Profile, Soil Temperature, 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
Monitoring fine-scale gross primary productivity along the Canadian
2026
Melser, R., Coops, N. C., Travers-Smith, H., Wulder, M. A., Derksen, C., Knox, S. H.
Reflectance , Root Zone Soil Moisture, Surface Soil Moisture, Soil Organic Carbon (SOC), Brightness Temperature, Freeze/Thaw , Transition Direction
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
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
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
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
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), Earthquakes , Plate Tectonics, Volcanic Activity, Glaciers/Ice Sheets , Vegetation
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
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
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
Dynamic vegetation parameter retrieval algorithm for SMAP L-band radiometer observations
2025
Konkathi, Preethi, Karthikeyan, L.
Soil Moisture/Water Content , Soil Temperature
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
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
The application of satellite sensors, current state of utilization, and sources of remote sensing dataset in hydrology for water resource management
2024
Abegeja, Daniel
Brightness Temperature, Microwave Imagery, Soil Moisture/Water Content , Vegetation Water Content, Root Zone Soil Moisture, Surface Soil Moisture
Spatially Interpolated CYGNSS Data Improve Downscaled 3 km SMAP/CYGNSS
2024
Wernicke, Liza J., Chew, Clara C., Small, Eric E.
Reflectance , Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture, Radar Cross-Section, Radar Reflectivity, Flight Data Logs, Soil Moisture/Water Content , Soil Temperature
Understanding Terrestrial Water and Carbon Cycles and Their Interactions
2024
Cao, Zhijiong, Xue, Yongkang, Nayak, Hara Prasad, Lettenmaier, Dennis P., Frankenberg, Christian, Kohler, Philipp, Li, Ziwei
Atmospheric Carbon Dioxide, Solar Induced Fluorescence, Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content
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
Multi-Decadal Soil Moisture and Crop Yield VariabilityA Case Study With the Community Land Model (CLM5)
2024
Boas, Theresa, Bogena, Heye, Ryu, Dongryeol, Western, Andrew, Hendricks Franssen, HarrieJan
Brightness Temperature, SIGMA NAUGHT, Soil Moisture/Water Content