Remote sensing for drought monitoring & impact assessment: Progress, past challenges and future opportunities
Drought is a common hydrometeorological phenomenon and a pervasive global hazard. As
our climate changes, it is likely that drought events will become more intense and frequent …
our climate changes, it is likely that drought events will become more intense and frequent …
Ground, proximal, and satellite remote sensing of soil moisture
Soil moisture (SM) is a key hydrologic state variable that is of significant importance for
numerous Earth and environmental science applications that directly impact the global …
numerous Earth and environmental science applications that directly impact the global …
Validation of SMAP surface soil moisture products with core validation sites
Abstract The NASA Soil Moisture Active Passive (SMAP) mission has utilized a set of core
validation sites as the primary methodology in assessing the soil moisture retrieval algorithm …
validation sites as the primary methodology in assessing the soil moisture retrieval algorithm …
Generating surface soil moisture at 30 m spatial resolution using both data fusion and machine learning toward better water resources management at the field scale
Soil moisture has a considerable impact on the hydrological cycle, runoff generation,
drought development, and water resources management. Soil moisture products provided …
drought development, and water resources management. Soil moisture products provided …
Soil moisture retrieval from remote sensing measurements: Current knowledge and directions for the future
Soil moisture (SM) is an essential parameter for understanding the interactions and
feedbacks between the atmosphere and the Earth's surface through energy and water …
feedbacks between the atmosphere and the Earth's surface through energy and water …
The SMAP and Copernicus Sentinel 1A/B microwave active-passive high resolution surface soil moisture product
NN Das, D Entekhabi, RS Dunbar, MJ Chaubell… - Remote Sensing of …, 2019 - Elsevier
Abstract Soil Moisture Active Passive (SMAP) mission of NASA was launched in January
2015. Currently, SMAP has an L-band radiometer and a defunct L-band radar with a rotating …
2015. Currently, SMAP has an L-band radiometer and a defunct L-band radar with a rotating …
Multi-layer high-resolution soil moisture estimation using machine learning over the United States
L Karthikeyan, AK Mishra - Remote Sensing of Environment, 2021 - Elsevier
The lack of proper understanding of multi-layer soil moisture (SM) profile (signals) remains a
persistent challenge in sustainable agricultural water management and food security …
persistent challenge in sustainable agricultural water management and food security …
Validation of soil moisture data products from the NASA SMAP mission
The National Aeronautics and Space Administration Soil Moisture Active Passive (SMAP)
mission has been validating its soil moisture (SM) products since the start of data production …
mission has been validating its soil moisture (SM) products since the start of data production …
Generation of spatially complete and daily continuous surface soil moisture of high spatial resolution
Surface soil moisture (SSM), as a vital variable for water and heat exchanges between the
land surface and the atmosphere, is essential for agricultural production and drought …
land surface and the atmosphere, is essential for agricultural production and drought …
Multivariate remotely sensed and in-situ data assimilation for enhancing community WRF-Hydro model forecasting
Flood is one of the most catastrophic natural disasters in the United States, particularly in the
Southeast states where hurricanes and tropical storms are most prevalent, causing billions …
Southeast states where hurricanes and tropical storms are most prevalent, causing billions …