Multitemporal Multitrack Monitoring of Wetland Water Levels in the Florida Everglades Using ALOS PALSAR Data With Interferometric Processing

被引:37
作者
Hong, S. -H. [1 ,2 ]
Wdowinski, S. [2 ]
机构
[1] Korea Aerosp Res Inst, Satellite Informat Res Ctr, Taejon 305333, South Korea
[2] Univ Miami, Div Marine Geol & Geophys, Miami, FL 33149 USA
关键词
Absolute water level; everglades; interferometric synthetic aperture radar (InSAR) time series; multitrack; small temporal baseline subset (STBAS); temporal resolution; Water Conservation Area 1 (WCA1); wetlands;
D O I
10.1109/LGRS.2013.2293492
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
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.
引用
收藏
页码:1355 / 1359
页数:5
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