Recent progress in retrieving and predicting mining-induced 3D displace-ments using InSAR

doi:10.11947/j.AGCS.2019.20180188

Abstract

Abstract:

This paper firstly presents the basic principle of InSAR techniques in monitoring surface deformations. Then, the existing InSAR-based approaches for retrieving mining-induced 3D displacements are classified, and their technique features and application scopes are also analyzed. Subsequently, the research progress of InSAR-based 3D deformation prediction of mining areas is demonstrated. Finally, some potential research topics in retrieving and predicting mining-induced 3-D displacements using InSAR, such as integrating multi-source data and the analysis of mining subsidence mechanism, are demonstrated.

Key words: InSAR, mining subsidence, geo-hazards, review

CLC Number:

P237
TD17

ZHU Jianjun, YANG Zefa, LI Zhiwei. Recent progress in retrieving and predicting mining-induced 3D displace-ments using InSAR[J]. Acta Geodaetica et Cartographica Sinica, 2019, 48(2): 135-144.

Add to citation manager EndNote|Reference Manager|ProCite|BibTeX|RefWorks

URL: http://xb.chinasmp.com/EN/10.11947/j.AGCS.2019.20180188

http://xb.chinasmp.com/EN/Y2019/V48/I2/135

References

[1] 何国清, 杨伦, 凌赓娣,等. 矿山开采沉陷学[M]. 徐州:中国矿业大学出版社, 1991. HE Guoqing, YANG Lun, LING Gengdi, et al. Mining subsidence science[M]. Xuzhou:China University of Mining and Technology Press, 1991.
[2] BAMLER R, HARTL P. Synthetic aperture radar interferometry[J]. Inverse Problems, 1998, 14(4):R1-R54.
[3] GABRIEL A K, GOLDSTEIN R M, ZEBKER H A. Mapping small elevation changes over large areas:differential radar interferometry[J]. Journal of Geophysical Research, 1989, 94(B7):9183-9191.
[4] CARNEC C, MASSONNET D, KING C. Two examples of the use of SAR interferometry on displacement fields of small spatial extent[J]. Geophysical Research Letters, 1996, 23(24):3579-3582.
[5] CARNEC C, DELACOURT C. Three years of mining subsidence monitored by SAR interferometry, near Gardanne, France[J]. Journal of Applied Geophysics, 2000, 43(1):43-54.
[6] COLESANTI C, LE MOUELIC S, BENNANI M, et al. Detection of mining related ground instabilities using the permanent scatterers technique:a case study in the east of France[J]. International Journal of Remote Sensing, 2005, 26(1):201-207.
[7] GE Linlin, CHANG H C, RIZOS C. Mine subsidence monitoring using multi-source satellite SAR images[J]. Photogrammetric Engineering & Remote Sensing, 2007, 73(3):259-266.
[8] NG A H M, GE Linlin, YAN Yueguan, et al. Mapping accumulated mine subsidence using small stack of SAR differential interferograms in the southern coalfield of New South Wales, Australia[J]. Engineering Geology, 2010, 115(1-2):1-15.
[9] 吴立新, 高均海, 葛大庆, 等. 工矿区地表沉陷DInSAR监测试验研究[J]. 东北大学学报(自然科学版), 2005, 26(8):778-782. WU Lixin, GAO Junhai, GE Daqing, et al. Experimental study on surface subsidence monitoring with DInSAR in mining area[J]. Journal of Northeastern University (Natural Science), 2005, 26(8):778-782.
[10] 杨泽发, 朱建军, 李志伟, 等. 联合InSAR和水准数据的矿区动态沉降规律分析[J]. 中南大学学报(自然科学版), 2015, 46(10):3743-3751. YANG Zefa, ZHU Jianjun, LI Zhiwei, et al. Analysis of law of kinematic mining subsidence by integrating InSAR and leveling measurements[J]. Journal of Central South University (Science and Technology), 2015, 46(10):3743-3751.
[11] 尹宏杰, 朱建军, 李志伟, 等. 基于SBAS的矿区形变监测研究[J]. 测绘学报, 2011, 40(1):52-58. YIN Hongjie, ZHU Jianjun, LI Zhiwei, et al. Ground subsidence monitoring in mining area using DInSAR SBAS algorithm[J]. Acta Geodaetica et Cartographica Sinica, 2011, 40(1):52-58.
[12] HANSSEN R F. Radar interferometry:data interpretation and error analysis[M]. Dordrecht:Kluwer Academic, 2001.
[13] 汪云甲. 矿区生态扰动监测研究进展与展望[J]. 测绘学报, 2017, 46(10):1705-1716. DOI:10.11947/j.AGCS.2017.20170358. WANG Yunjia. Research progress and prospect on ecological disturbance monitoring in mining area[J]. Acta Geodaetica et Cartographica Sinica, 2017, 46(10):1705-1716. DOI:10.11947/j.AGCS.2017.20170358.
[14] 张勤, 黄观文, 杨成生. 地质灾害监测预警中的精密空间对地观测技术[J]. 测绘学报, 2017, 46(10):1300-1307. DOI:10.11947/j.AGCS.2017.20170453. ZHANG Qin, HUANG Guanwen, YANG Chengsheng. Precision space observation technique for geological hazard monitoring and early warning[J]. Acta Geodaetica et Cartographica Sinica, 2017, 46(10):1300-1307. DOI:10.11947/j.AGCS.2017.20170453.
[15] 朱建军, 李志伟, 胡俊. InSAR变形监测方法与研究进展[J]. 测绘学报, 2017, 46(10):1717-1733. DOI:10.11947/j.AGCS.2017.20170350. ZHU Jianjun, LI Zhiwei, HU Jun. Research progress and methods of InSAR for deformation monitoring[J]. Acta Geodaetica et Cartographica Sinica, 2017, 46(10):1717-1733. DOI:10.11947/j.AGCS.2017.20170350.
[16] 廖明生, 林珲. 雷达干涉测量:原理与信号处理基础[M]. 北京:测绘出版社, 2003. LIAO Mingsheng, LIN Hui. Synthetic aperture radar interferometry[M]. Beijing:Surveying and Mapping Press, 2003.
[17] ZEBKER H A, VILLASENOR J. Decorrelation in interferometric radar echoes[J]. IEEE Transactions on Geoscience and Remote Sensing, 1992, 30(5):950-959.
[18] FERRETTI A, PRATI C, ROCCA F. Permanent scatterers in SAR interferometry[J]. IEEE Transactions on Geoscience and Remote Sensing, 2001, 39(1):8-20.
[19] BERARDINO P, FORNARO G, LANARI R, et al. A new algorithm for surface deformation monitoring based on small baseline differential SAR interferograms[J]. IEEE Transactions on Geoscience and Remote Sensing, 2002, 40(11):2375-2383.
[20] HOOPER A, BEKAERT D, SPAANS K, et al. Recent advances in SAR interferometry time series analysis for measuring crustal deformation[J]. Tectonophysics, 2012(514-517):1-13.
[21] FAN Hongdong, GAO Xiaoxiong, YANG Junkai, et al. Monitoring mining subsidence using a combination of phase-stacking and offset-tracking methods[J]. Remote Sensing, 2015, 7(7):9166-9183.
[22] SAMSONOV S, D'OREYE N, SMETS B. Ground deformation associated with post-mining activity at the French-German border revealed by novel InSAR time series method[J]. International Journal of Applied Earth Observation and Geoinformation, 2013, 23:142-154.
[23] ABDIKAN S, ARIKAN M, SANLI F B, et al. Monitoring of coal mining subsidence in peri-urban area of Zonguldak City (NW Turkey) with persistent scatterer interferometry using ALOS-PALSAR[J]. Environmental Earth Sciences, 2014, 71(9):4081-4089.
[24] XING Xuemin, ZHU Jianjun, WANG Yongzhe, et al. Time series ground subsidence inversion in mining area based on CRInSAR and PSInSAR integration[J]. Journal of Central South University, 2013, 20(9):2498-2509.
[25] YANG Zefa, LI Zhiwei, ZHU Jianjun, et al. Deriving dynamic subsidence of coal mining areas using InSAR and logistic model[J]. Remote Sensing, 2017, 9(2):125.
[26] ZHANG Zhengjia, WANG Chao, TANG Yixian, et al. Subsidence monitoring in coal area using time-series InSAR combining persistent scatterers and distributed scatterers[J]. International Journal of Applied Earth Observation and Geoinformation, 2015, 39:49-55.
[27] BECHOR N B D, ZEBKER H A. Measuring two-dimensional movements using a single insar pair[J]. Geophysical Research Letters, 2006, 33(16):L16311.
[28] HE Liming, WU Lixin, LIU Shanjun, et al. Mapping two-dimensional deformation field time-series of large slope by coupling DInSAR-SBAS with MAI-SBAS[J]. Remote Sensing, 2015, 7(9):12440-12458.
[29] WANG Zhiwei, YU Shengwen, TAO Qiuxiang, et al. A method of monitoring three-dimensional ground displacement in mining areas by integrating multiple InSAR methods[J]. International Journal of Remote Sensing, 2018, 39(4):1199-1219.
[30] JO M J, JUNG H S, WON J S, et al. Measurement of slow-moving along-track displacement from an efficient multiple-aperture SAR interferometry (MAI) stacking[J]. Journal of Geodesy, 2015, 89(5):411-425.
[31] MICHEL R, AVOUAC J P, TABOURY J. Measuring ground displacements from SAR amplitude images:application to the Landers Earthquake[J]. Geophysical Research Letters, 1999, 26(7):875-878.
[32] ZHAO Chaoying, LU Zhong, ZHANG Qin. Time-series deformation monitoring over mining regions with SAR intensity-based offset measurements[J]. Remote Sensing Letters, 2013, 4(5):436-445.
[33] HUANG Jilei, DENG Kazhong, FAN Hongdong, et al. An improved pixel-tracking method for monitoring mining subsidence[J]. Remote Sensing Letters, 2016, 7(8):731-740.
[34] CHEN Bingqian, DENG Kazhong, FAN Hongdong, et al. Combining SAR interferometric phase and intensity information for monitoring of large gradient deformation in coal mining area[J]. European Journal of Remote Sensing, 2015, 48(1):701-717.
[35] YAN Shiyong, LIU Guang, DENG Kazhong, et al. Large deformation monitoring over a coal mining region using pixel-tracking method with high-resolution Radarsat-2 imagery[J]. Remote Sensing Letters, 2016, 7(3):219-228.
[36] 胡俊. 基于现代测量平差的InSAR三维形变估计理论与方法[D]. 长沙:中南大学, 2013. HU Jun. Theory and method of estimating three-dimensional displacement with InSAR based on the modern surveying adjustment[D]. Changsha:Central South University, 2013.
[37] NG A H M, GE Linlin, ZHANG Kui, et al. Deformation mapping in three dimensions for underground mining using InSAR-southern highland coalfield in New South Wales, Australia[J]. International Journal of Remote Sensing, 2011, 32(22):7227-7256.
[38] 祝传广, 邓喀中, 张继贤, 等. 基于多源SAR影像矿区三维形变场的监测[J]. 煤炭学报, 2014, 39(4):673-678. ZHU Chuanguang, DENG Kazhong, ZHANG Jixian, et al. Three-dimensional deformation field detection based on multi-source SAR imagery in mining area[J]. Journal of China Coal Society, 2014, 39(4):673-678.
[39] ZHENG Meinan, DENG Kazhong, FAN Hongdong, et al. Monitoring and analysis of mining 3D deformation by multi-platform SAR images with the probability integral method[J]. Frontiers of Earth Science, 2018. DOI:10.1007/s11707-018-0703-2.
[40] PENG S S. Surface subsidence engineering[M]. Metallurgy:Littleton Society for Mining, 1992.
[41] LI Zhiwei, YANG Zefa, ZHU Jianjun, et al. Retrieving three-dimensional displacement fields of mining areas from a single InSAR pair[J]. Journal of Geodesy, 2015, 89(1):17-32.
[42] YANG Zefa, LI Zhiwei, ZHU Jianjun, et al. Deriving time-series three-dimensional displacements of mining areas from a single-geometry InSAR dataset[J]. Journal of Geodesy, 2018, 92(5):529-544.
[43] YANG Zefa, LI Zhiwei, ZHU Jianjun, et al. Retrieving 3-D large displacements of mining areas from a single amplitude pair of SAR using offset tracking[J]. Remote Sensing, 2017, 9(4):338.
[44] YANG Zefa, LI Zhiwei, ZHU Jianjun, et al. An alternative method for estimating 3-D large displacements of mining areas from a single SAR amplitude pair using offset tracking[J]. IEEE Transactions on Geoscience and Remote Sensing, 2018, 56(7):3645-3656.
[45] YANG Zefa, LI Zhiwei, ZHU Jianjun, et al. Time-series 3-D mining-induced large displacement modeling and robust estimation from a single-geometry SAR amplitude data set[J]. IEEE Transactions on Geoscience and Remote Sensing, 2018, 56(6):3600-3610.
[46] RAUCOULES D, DE MICHELE M, MALET J P, et al. Time-variable 3D ground displacements from high-resolution synthetic aperture radar (SAR). application to La Valette landslide (South French Alps)[J]. Remote Sensing of Environment, 2013, 139:198-204.
[47] HU J, LI Z W, DING X L, et al. Resolving three-dimensional surface displacements from InSAR measurements:a review[J]. Earth-Science Reviews, 2014, 133:1-17.
[48] FAN H D, CHENG D, DENG K Z, et al. Subsidence monitoring using D-InSAR and probability integral prediction modelling in deep mining areas[J]. Survey Review, 2015, 47(345):438-445.
[49] YANG Zefa, LI Zhiwei, ZHU Jianjun, et al. InSAR-based model parameter estimation of probability integral method and its application for predicting mining-induced horizontal and vertical displacements[J]. IEEE Transactions on Geoscience and Remote Sensing, 2016, 54(8):4818-4832.
[50] DIAO Xinpeng, WU Kan, HU Dahe, et al. Combining differential SAR interferometry and the probability integral method for three-dimensional deformation monitoring of mining areas[J]. International Journal of Remote Sensing, 2016, 37(21):5196-5212.
[51] WANG Lei, LI Nan, ZHANG Xianni, et al. Full parameters inversion model for mining subsidence prediction using simulated annealing based on single line of sight D-InSAR[J]. Environmental Earth Sciences, 2018, 77(5):161.
[52] YANG Zefa, LI Zhiwei, ZHU Jianjun, et al. An extension of the InSAR-based probability integral method and its application for predicting 3-D mining-induced displacements under different extraction conditions[J]. IEEE Transactions on Geoscience and Remote Sensing, 2017, 55(7):3835-3845.
[53] YANG Zefa, LI Zhiwei, ZHU Jianjun, et al. An InSAR-based temporal probability integral method and its application for predicting mining-induced dynamic deformations and assessing progressive damage to surface buildings[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, 11(2):472-484.
[54] CHEN Bingqian, DENG Kazhong, FAN Hongdong, et al. Large-scale deformation monitoring in mining area by D-InSAR and 3D laser scanning technology integration[J]. International Journal of Mining Science and Technology, 2013, 23(4):555-561.
[55] FROESE C R, MEI Shilong. Mapping and monitoring coal mine subsidence using LiDAR and InSAR[R]. Ottawa:Canadian Geotechnical Society, 2008:1127-1133.