Title :
Multitemporal Multitrack Monitoring of Wetland Water Levels in the Florida Everglades Using ALOS PALSAR Data With Interferometric Processing
Author :
Hong, S.-H. ; Wdowinski, S.
Author_Institution :
Satellite Inf. Res. Center, Korea Aerosp. Res. Inst., Daejeon, South Korea
Abstract :
We present an improved wetland interferometric synthetic aperture radar (InSAR) technique that uses multitrack SAR data and ground-based stage (water level) data to calculate a time series of high spatial resolution water level maps throughout wide wetland areas. The technique was applied to a wetland area in the northern Everglades, Florida, using a four-year-long Advanced Land Observing Satellite (ALOS) Phased Array L-band Synthetic Aperture Rada (PALSAR) data set acquired during 2007-2011. Although the temporal resolution of ALOS PALSAR interferograms is low (multiples of the satellite´s 46-day revisit cycle), the multitrack algorithm combines results from the four tracks and significantly improves the observation frequency up to seven days in the best case. A quality control analysis indicates that the average root-mean-square error of the differences between the InSAR- and stage-based water levels is 4.2 cm. The end products of absolute water level time series with improved temporal and high spatial resolutions can be used as excellent constraints for high spatial resolution wetland flow models and other water resource applications.
Keywords :
hydrological techniques; mean square error methods; phased array radar; radar interferometry; remote sensing by radar; synthetic aperture radar; time series; water resources; AD 2007 to 2011; ALOS PALSAR data; ALOS PALSAR interferograms; Florida; InSAR technique; absolute water level time series; advanced land observing satellite; average root-mean-square error; ground-based stage data; high spatial resolution water level maps; high spatial resolution wetland flow models; improved wetland interferometric synthetic aperture radar technique; interferometric processing; multitemporal multitrack SAR monitoring; northern Everglades; phased array L-band synthetic aperture rada data set; quality control analysis; stage-based water levels; water resource applications; wetland water levels; Monitoring; Satellites; Spatial resolution; Synthetic aperture radar; Time series analysis; Water conservation; Water resources; Absolute water level; Water Conservation Area 1 (WCA1); everglades; interferometric synthetic aperture radar (InSAR) time series; multitrack; small temporal baseline subset (STBAS); temporal resolution; wetlands;
Journal_Title :
Geoscience and Remote Sensing Letters, IEEE
DOI :
10.1109/LGRS.2013.2293492