標題: | Surface deformation from persistent scatterers SAR interferometry and fusion with leveling data: A case study over the Choushui River Alluvial Fan, Taiwan |
作者: | Hung, Wei-Chia Hwang, Cheinway Chen, Yi-An Chang, Chung-Pai Yen, Jiun-Yee Hooper, Andrew Yang, Chin-Yi 土木工程學系 Department of Civil Engineering |
關鍵字: | Choushui River;Leveling;Subsidence;Persistent scatterer;DInSAR |
公開日期: | 15-Apr-2011 |
摘要: | The Choushui River Alluvial Fan (CRAF), one of the most important agricultural areas in Taiwan, suffers severe subsidence caused by groundwater withdrawal. We use 20 ENVISAT images from 2006 to 2008 to derive vertical deformation over CRAF by persistent scatterer interferometry (PSI), which effectively reduces errors affecting conventional DInSAR techniques. The pixel density over CRAF is 107.6 pixels/km(2), compared to 0.19 points/km(2) of the leveling benchmarks. PSI yields vertical displacements matching the leveling result to 0.6 cm/year (RMS), and provides a higher spatial resolution of subsidence than the latter. We also develop a data fusion method that considers the high-precision, low point-density leveling result as a smoothed correction to the PSI result. The combined field is more representative of overall deformation characteristics than the PSI-only or leveling-only field, and it is better suited for the assessment of the impact of subsidence over CRAF. (C) 2010 Elsevier Inc. All rights reserved. |
URI: | http://dx.doi.org/10.1016/j.rse.2010.11.007 http://hdl.handle.net/11536/8997 |
ISSN: | 0034-4257 |
DOI: | 10.1016/j.rse.2010.11.007 |
期刊: | REMOTE SENSING OF ENVIRONMENT |
Volume: | 115 |
Issue: | 4 |
起始頁: | 957 |
結束頁: | 967 |
Appears in Collections: | Articles |
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