Title :
Potential of Sentinel-1 for high-resolution soil moisture monitoring
Author :
Gruber, Aritanan ; Wagner, Wolfgang ; Hegyiova, Alena ; Greifeneder, Felix ; Schlaffer, Stefan
Author_Institution :
Dept. of Geodesy & Geoinf., Vienna Univ. of Technol., Vienna, Austria
Abstract :
Soil moisture is a crucial variable for a large variety of applications with different requirements on the spatial and temporal resolution of the observations. Coarse-scale instruments can provide data operationally with a nearly-daily global coverage at a spatial resolution of several hundreds of square kilometers, whereas SAR instruments provide a spatial resolution of less than one hectare to about one square kilometer but with a revisit time varying from several days to several months. This study uses coarse-scale MetOp ASCAT data and higher resolution Envisat ASAR data taken in the GM mode and the WS mode together with in-situ measurements to demonstrate (i) the potential of Sentinel-1 to capture very local soil moisture variations and (ii) the expected impact of the significantly improved radiometric accuracy of Sentinel-1 compared to existing soil moisture missions.
Keywords :
hydrological techniques; moisture; radiometry; remote sensing by radar; soil; synthetic aperture radar; GM mode data; SAR instruments; Sentinel-1 radiometric accuracy; WS mode data; coarse scale MetOp ASCAT data; coarse scale instruments; high resolution Envisat ASAR data; high resolution soil moisture monitoring; local soil moisture variations; observation spatial resolution; observation temporal resolution; Accuracy; Correlation; Instruments; Radiometry; Soil measurements; Soil moisture; Spatial resolution; Sentinel-1; Soil Moisture; Synthetic Aperture Radar;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4799-1114-1
DOI :
10.1109/IGARSS.2013.6723717