Remote sensing-based deformation monitoring of pagodas at the Bagan cultural heritage site, Myanmar

被引:15
作者
Chen, Fulong [1 ,2 ,3 ,4 ]
Zhou, Wei [3 ,4 ]
Tang, Yunwei [3 ]
Li, Ru [3 ]
Lin, Hui [1 ,2 ]
Balz, Timo [5 ]
Luo, Jin [1 ,2 ]
Shi, Pilong [3 ,4 ]
Zhu, Meng [3 ,4 ]
Fang, Chaoyang [1 ,2 ]
机构
[1] Jiangxi Normal Univ, Minist Educ, Key Lab Poyang Lake Wetland & Watershed Res, Nanchang, Jiangxi, Peoples R China
[2] Jiangxi Normal Univ, Sch Geog & Environm, Nanchang, Jiangxi, Peoples R China
[3] Chinese Acad Sci, Aerosp Informat Res Inst, Key Lab Digital Earth Sci, Beijing, Peoples R China
[4] Int Ctr Space Technol Nat & Cultural Heritage Aus, Beijing, Peoples R China
[5] State Key Lab Informat Engn Surveying Mapping & R, Wuhan, Peoples R China
基金
中国国家自然科学基金;
关键词
InSAR; cultural heritage; Bagan; deformation monitoring; UNESCO; pagoda; PERMANENT SCATTERERS; SAR; RADAR; TOOL;
D O I
10.1080/17538947.2022.2062466
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
As a World Cultural Heritage site with sacred landscape featuring an exceptional range of Buddhist art and architecture, much attention has been focused on the sustainable development of Bagan (Myanmar). Particularly, the monitoring of landscape surface subsidence and monument instability is of great importance to the protection and development planning of the Bagan heritage site. In this study, we applied high resolution TerraSAR-X imagery acquired from 2019 to 2020 for deformation monitoring based on the small baseline subset (SBAS) and persistent scatterer synthetic aperture radar interferometry (PSInSAR) approaches. We identified several hotspots and pagodas with displacement anomalies linked to land cover change and previous earthquakes. The cross comparison between SBAS and PSInSAR and the precision of height estimates derived by PSInSAR indicated a millimetric precision of the derived deformation products. The combination of the two multi-temporal SAR interferometry approaches satisfies the two-scale monitoring requirements from landscapes to monuments, particularly for large-scale World Heritage sites. The non-contact monitoring method has potential when traditional methods using field accessibility and surveillance are constrained.
引用
收藏
页码:770 / 788
页数:19
相关论文
共 35 条
[1]   UNESCO World Heritage properties in changing and dynamic environments: change detection methods using optical and radar satellite data [J].
Agapiou, Athos .
HERITAGE SCIENCE, 2021, 9 (01)
[2]  
[Anonymous], 2001, Radar interferometry: Data interpretation and error analysis
[3]  
[Anonymous], 1996, Soil Mechanics in Engineering Practice, DOI DOI 10.1097/00010694-194911000-00029
[4]   Statistical comparison of InSAR tropospheric correction techniques [J].
Bekaert, D. P. S. ;
Walters, R. J. ;
Wright, T. J. ;
Hooper, A. J. ;
Parker, D. J. .
REMOTE SENSING OF ENVIRONMENT, 2015, 170 :40-47
[5]   A new algorithm for surface deformation monitoring based on small baseline differential SAR interferograms [J].
Berardino, P ;
Fornaro, G ;
Lanari, R ;
Sansosti, E .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2002, 40 (11) :2375-2383
[6]   Random forests [J].
Breiman, L .
MACHINE LEARNING, 2001, 45 (01) :5-32
[7]   Understanding the relationship between the water crisis and sustainability of the Angkor World Heritage site [J].
Chen, Fulong ;
Guo, Huadong ;
Ishwaran, Natarajan ;
Liu, Jie ;
Wang, Xinyuan ;
Zhou, Wei ;
Tang, Panpan .
REMOTE SENSING OF ENVIRONMENT, 2019, 232
[8]   Radar interferometry offers new insights into threats to the Angkor site [J].
Chen, Fulong ;
Guo, Huadong ;
Ma, Peifeng ;
Lin, Hui ;
Wang, Cheng ;
Ishwaran, Natarajan ;
Hang, Peou .
SCIENCE ADVANCES, 2017, 3 (03)
[9]   SAR monitoring of progressive and seasonal ground deformation using the permanent scatterers technique [J].
Colesanti, C ;
Ferretti, A ;
Novali, F ;
Prati, C ;
Rocca, F .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2003, 41 (07) :1685-1701
[10]   Detection of Single Scatterers in Multidimensional SAR Imaging [J].
De Maio, Antonio ;
Fornaro, Gianfranco ;
Pauciullo, Antonio .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2009, 47 (07) :2284-2297