利用InSAR技术监测矿区地表形变
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摘要
介绍了InSAR技术在矿区地表形变监测中的应用现状及进展,分析了D-InSAR技术相比于传统测量手段的优势,并指出其在矿区地表形变监测中的不足。针对传统D-InSAR技术的局限性,重点讨论了短基线(SBAS)、永久散射体(PS)和角反射器(CR)等高级差分干涉技术,并结合矿区沉降监测实例,分析了其特点与应用现状,讨论了现有研究中仍存在的问题。高级InSAR技术和高分辨率SAR影像的结合将是矿区地表形变监测的发展趋势。
The application status and research progress of InSAR technique in the monitoring of the ground surface deformation in mining area were introduced.Firstly,the advantages of D-InSAR technique were analyzed by comparing to the traditional surveying methods.Then,the limitations of D-InSAR in the mining deformation detection were described.According to the limitations of the traditional D-InSAR method,the advanced InSAR technique,e.g.,small baseline subset(SBAS),permanent scatterer(PS) and corner reflector(CR) techniques were discussed.Using real mining subsidence monitoring as example,the characteristics and application status of those advanced InSAR techniques were studied,and the key problems still existing in the current research were summarized.Finally,it is indicated that the development trend of InSAR monitoring surface deformation in mining area is the combination of advanced InSAR and high-resolution SAR images.
The application status and research progress of InSAR technique in the monitoring of the ground surface deformation in mining area were introduced.Firstly,the advantages of D-InSAR technique were analyzed by comparing to the traditional surveying methods.Then,the limitations of D-InSAR in the mining deformation detection were described.According to the limitations of the traditional D-InSAR method,the advanced InSAR technique,e.g.,small baseline subset(SBAS),permanent scatterer(PS) and corner reflector(CR) techniques were discussed.Using real mining subsidence monitoring as example,the characteristics and application status of those advanced InSAR techniques were studied,and the key problems still existing in the current research were summarized.Finally,it is indicated that the development trend of InSAR monitoring surface deformation in mining area is the combination of advanced InSAR and high-resolution SAR images.
引文
[1]陈国浒,刘云华,单新建.PS-InSAR技术在北京采空塌陷区地表形变测量中的应用探析[J].中国地质灾害与防治学报,2010,21(2):59-63.CHEN Guo-hu,LIU Yun-hua,SHAN Xin-jian.Application of PS-InSAR technique in the deformation monitoring in mining collapse areas in Beijing[J].The Chinese Journal of Geological Hazard and Control,2010,21(2):59-63.
[2]刘国祥.合成孔径雷达遥感新技术:InSAR介绍[J].四川测绘,2004,27(2):92-95.LIU Guo-xiang.A new technology of microwave remote sensing:Introduction to synthetic aperture radar interferometry[J].Surveying and Mapping of Sichuan,2004,27(2):92-95.
[3]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,2003:111-114.LIAO Ming-sheng,LIN Hui.Synthetic aperture radar intereferometry—Principle and signal processing[M].Beijing:Surveying and Mapping Press,2003:111-114.
[4]李陶.重复轨道星载SAR差分干涉监测地表形变研究[D].武汉:武汉大学,2004.LI Tao.Study on surface deformation monitoring by repeat pass spaceborne SAR differential interferograms[D].Wuhan:Wuhan University,2004.
[5]ZEBKER H A,VILLASENOR J.Decorrelation in interferometric radar echoes[J].IEEE Transactions on Geoscience and Remote Sensing,1992,30(5):950-959.
[6]LIU G X,LI J,XU Z.Surface deformation associated with the 2008 Ms 8.0 Wenchuan earthquake from ALOS L-band SAR interferometry[J].International Journal of Applied Earth Observation and Geoinformation,2011,12:496-505.
[7]ROSEN P A,HENSLEY S,JOUGHIN I R,LI F K,RODRIGUEZ E.Synthetic aperture radar interferometry[C]//Proceedings of IEEE SAN JOSE.USA,2000,88(3):333-382.
[8]张红,王超,吴涛,汤益先.基于相干目标的D-InSAR方法研究[M].北京:科学出版社,2009:4-11.ZHANG Hong,WANG Chao,WU Tao,TANG Yi-xian.Research of coherent target interferometry[M].Beijing:Science Press,2009:4-11.
[9]CLOSA J.The influence of orbit precision in the quality of ERS SAR interferometric data[EB/OL].[1999].http://earthl.esrin.esa.it/.
[10]SCHARROO R,VISSER P N,METS J G.Precise orbit determination and gravity field improvement for the ERS satellites[J].Journal of Geophysical Research,1998,103:8113-8127.
[11]MURAKAMI M,TOBITA M,FUJIWARA S,SAITO T,MASASARU H.Coseismic crustal deformations of the 1994 Northridge,California,earthquake detected by interferometric JERS 1 synthetic aperture radar[J].Journal of Geophysical Research,1996,101:8605-8614.
[12]DING X L,LI Z W,ZHU J J,HUANG C.Atmospheric effects on InSAR measurements and their mitigation[J].Sensors,2008,8(9):5426-5448.
[13]HANSSEN R H.Radar interferometry:Data interpretation and error analysis[M].Netherlands:Kluwer Academic Publishers,2001:72-74.
[14]GOLDSTEIN R M,WERNER C L.Radar interferogram filtering for geophysical applications[J].Geophysical Research Letters,1998,25(21):4035-4038.
[15]LI Z W,DING X L,HUANG C,ZHU J J,CHEN Y L.Improved filtering parameter determination for the goldstein radar interferogram filter[J].ISPRS Journal of Photogrammetry and Remote Sensing,2008,63:621-634.
[16]LEE J S,PAPATHANASSIOU K P,AINSWORTH T L,GRUNES M R,REIGBER A.A new techniques for noise filtering of SAR interferogram phase images[J].IEEE Transactions on Geoscience and Remote Sensing,1998,36(5):1456-1465.
[17]GOLDSTEIN R M,ZEBKER H A,WERNER C L.Satellite radar interferometry:Two-dimensional phase unwrapping[J].Radio Science,1988,23(4):713-720.
[18]CHEN C W,ZEBKER H A.Two-dimensional phase unwrapping with use of statistical models for cost functions in nonlinear optimization[J].Journal of the Optical Society of America,2001,18:338-351.
[19]王桂杰,谢谟文,邱骋,江崎哲郎.D-InSAR技术在大范围滑坡监测中的应用[J].岩土力学,2010,31(4):1337-1344.WANG Gui-jie,XIE Mo-wen,QIU Cheng,ESAKI T.Application of D-InSAR technique to landslide monitoring[J].Rock and Soil Mechanics,2010,31(4):1337-1344.
[20]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(4):3579-3582.
[21]CARNEC C,DELACOURT C.Three years of mining subsidence monitored by SAR Interferometry near Gardanne France[J].Journal of Applied Geophysics,2000,43:43-54.
[22]RAUCOULES D,MAISONS C,CAMEC C,MOUELIC S L,KING C,et al.Monitoring of slow ground deformation by ERS Radar Iinterferometry on the Vauvert Salt Mine(France)—Comparison with ground-based measurement[J].Remote Sensing of Environment,2003,88(4):468-478.
[23]GE L L,RIZOS C,HAN S,ZEBKER H.Mining subsidence monitoring using the combined InSAR and GPS approach[C]//Proceedings of the 10th International Symposium on Deformation Measurements.California:International Federation of Surveyors(FIG),2001:1-10.
[24]GE L L,CHANG H C,RIZOS C.Mine subsidence monitoring using multi-source satellite SAR images[J].Photogrammetric Engineering and Remote Sensing,2007,73(3):259-266.
[25]吴立新,高均海,葛大庆,廖明生.工矿区地表沉陷D-InSAR监测试验研究[J].东北大学学报:自然科学版,2005,26(8):778-782.WU Li-xin,GAO Jun-hai,GE Da-qing,LIAO Ming-sheng.Experimental study on surface subsidence monitoring with D-InSAR in mining area[J].Journal of Northeastern University:Natrual Science Edition,2005,26(8):778-782.
[26]董玉森,GE Lin-lin,CHANG Hsing-chun,张志.基于差分雷达干涉测量的矿区地面沉降监测研究[J].武汉大学学报:信息科学版,2007,32(10):888-892.DONG Yu-sen,GE Lin-lin,CHANG Hsing-chun,ZHANG Zhi.Mine subsidence monitoring by differential InSAR[J].Geomatics and Information Science of Wuhan University,2007,32(10):888-892.
[27]刘国林,张连蓬,成枢,江涛.合成孔径雷达干涉测量与全球定位系统数据融合监测矿区地表沉降的可行性分析[J].测绘通报,2005,11:10-13.LIU Guo-lin,ZHANG Lian-peng,CHENG Shu,JIANG Tao.Feasibility analysis of monitoring mining surface substance using InSAR/GPS data fusion[J].Bulletin of Surveying and Mapping,2005,11:10-13.
[28]宁树正,万余庆,孙顺新.煤矿区沉降与遥感监测方法探讨[J].中国煤炭地质,2008,20(1):10-12.NING Shu-zheng,WAN Yu-qing,SUN Shun-xin.A discussion of coal mining area subsidence and remote sensing monitoring[J].Coal Geology of China,2008,20(1):10-12.
[29]李晶晶,郭增长.基于D-InSAR技术的煤矿区开采沉陷监测[J].河南理工大学学报:自然科学版,2006,25(4):306-309.LI Jing-jing,GUO Zeng-zhang.Basing on the technology of D-InSAR in mining subsidence of coal mine area[J].Journal of Henan Polytechnic University:Natural Science,2006,25(4):306-309.
[30]YANG C S,ZHANG Q,ZHAO C Y,JI L Y.Monitoring mine collapse by D-InSAR[J].Minning Science and Technology,2010,20(5):696-700.
[31]候建国,杨成生,王亚男,王宏宇,等.煤矿开采沉陷监测—基于合成孔径雷达差分干涉测量的研究[J].自然灾害学报,2009,18(6):71-75.HOU Jian-guo,YANG Cheng-sheng,WANG Ya-nan,WANG Hong-yu.Monitoring of subsidence induced by coal mining:a research based on differential SAR interferometry[J].Journal of Natural Disasters,2009,18(6):71-75.
[32]尹宏杰.基于InSAR的矿区地表形变监测研究[D].长沙:中南大学,2009.YIN Hong-jie.Ground subsidence monitoring in mining area using InSAR[D].Changsha:Central South University,2009.
[33]刘国祥.利用雷达干涉技术监测区域地表形变[M].北京:测绘出版社,2006:39-40.LIU Guo-xiang.Monitoring of ground deformations with radar interferometry[M].Beijing:Publishing House of Surveying and Mapping,2006:39-40.
[34]BERARDINO P,FORNARO G,LANARI R,SANSOSTI E,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.
[35]LANARI R,MORA O,MANUNTA M,MALLORQUI J J,BERARDINO P,et al.A small-baseline approach for investigating deformations on full-resolution differential SAR interferograms[J].IEEE Transactions on Geoscience and Remote Sensing,2004,42(7):1377-1386.
[36]赵鸿燕,魏也纳,戴立乾.多基线距D-InSAR反演河南省永城煤矿区地表形变[J].中国地质灾害与防治学报,2010,21(4):91-94.ZHAO Hong-yan,WEI Ye-nan,DAI Li-qian.Surface deformation from 2004 to 2006 on Yongcheng Coal Mining Area by Multibaseline D-InSAR in Henan Province[J].The Chinese Journal of Geological Hazard and Control,2010,21(4):91-94.
[37]尹宏杰,朱建军,李志伟,丁晓利,汪长城.基于SBAS的矿区形变监测研究[J].测绘学报,2011,40(1):52-58.YIN Hong-jie,ZHU Jian-jun,LI Zhi-wei,DING Xiao-li,WANG Chang-cheng.Ground subsidence monitoring in mining area using D-InSAR SBAS algorithm[J].Acta Geodaetica Cartographica Sinica,2011,40(1):52-58.
[38]FERRETTI A,ROCCA F,PRATI C.Permanent Scatters in SAR interferometry[C]//Proceedings of IGARSS 1999.Hanburg:IEEE,1999:1528-1530.
[39]KAMPES B M,HANSSEN R F.Ambiguity resolution for permanent scatterer interferometry[J].IEEE Transactions on Geoscience and Remote Sensing,2004,42(11):2446-2453.
[40]COLESANTI C,LE MOUELIC S,BENNANI M,RAUCOULES D,CARNEC C,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.
[41]JUNG H C,KIM S W,JUNG H S,MIN K D,WON J S.Satellite observation of coal mining subsidence by persistent scatterer analysis[J].Engineering Geology,2007,92(1/2):1-13.
[42]张景发,龚利霞,姜文亮.PSInSAR技术在地壳长期缓慢形变监测中的应用[J].国际地震动态,2006,330(6):1-6.ZHANG Jing-fa,GONG Li-xia,JIANG Wen-liang.Application of PS InSAR technique to measurement of long-term crustal deformation[J].Recent Developments in World Seismology,2006,330(6):1-6.
[43]XIA Y,KAUFMANN H,GUO X F.Landslide monitoring in the Three Gorges area using D-InSAR and corner reflectors[J].Photogrammetric Engineering and Remote Sensing,2004,70(10):1167-1172.
[44]XIA Y,KAUFMANN H,GUO X.Differential SAR interferometry using corner reflectors[C]//International Geoscience and Remote Sensing Symposium.Toronto:IEEE,2002:1243-1246.
[45]XIA Y.CR-based SAR-Interferometry for landslide monitoring[C]//International Geoscience and Remote Sensing Symposium.Boston:IEEE,2008:1239-1242.
[46]TIMMEN L,XIA Y,CRISTOPH R,REIGBER C,HARTMANN R,FIKSEL T.Monitoring of small motions in mining areas by SAR interferometry[J].ESA Special Publications,1996:96.
[47]GE L L,CHENG E,LI X J,RIZOS C.Quantitative subsidence monitoring:The integrated InSAR,GPS and GIS approach[C]//The 6th International Symposium on Satellite Navigation Technology Including Mobile Positioning&Location Serivces.Melbourne,2003:22-25.
[48]CHEN Q,LIU G X,DING X L,HU J C,YUAN L G,et al.Tight integration of GPS observations and persistent scatterer InSAR for detecting vertical ground motion in Hong Kong[J].International Journal of Applied Earth Observation and Geoinformation,2010,12(6):477-486.
[49]陈强,丁晓利,刘国祥.雷达干涉PS网络的基线识别与解算方法[J].地球物理学报,2009,52(9):2230-2236.CHEN Qiang,DING Xiao-li,LIU Guo-xiang.Baseline recognition and parameter estimation of persistent-scatterer network in radar interferometry[J].Chinese Journal of Geophysics,2009,52(9):2230-2236.
[50]XING X M,ZHU J J.Linear subsidence monitoring in mining area using constrained PSInSAR[J].ICIC Express Letters,2010,1(2):247-253.
[51]邢学敏,丁晓利,朱建军,汪长城,丁伟,等.CRInSAR与PSInSAR联合探测区域线性沉降研究[J].地球物理学报,2011,54(5):1193-1204.XING Xue-min,DING Xiao-li,ZHU Jian-jun,WANG Chang-cheng,DING Wei,et al.Radar differential interferometry based on permanent scatterers and its application to detecting regional ground subsidence[J].Chinese Journal of Geophysics,2011,54(5):1193-1204.
[52]TAXIO S,PIETRO T,LUIGI T.Terra SAR-X reveals the impact of the mobile barrier works on Venice coastland stability[J].Remote Sensing of Environment,2009,113(12):2682-2688.
[53]PRATI C,FERRETTI A,PERISSIN D.Recent advances on surface ground deformation measurement by means of repeated space-borne SAR observations[J].Journal of Geodynamics,2010,49(3/4):161-170.
[2]刘国祥.合成孔径雷达遥感新技术:InSAR介绍[J].四川测绘,2004,27(2):92-95.LIU Guo-xiang.A new technology of microwave remote sensing:Introduction to synthetic aperture radar interferometry[J].Surveying and Mapping of Sichuan,2004,27(2):92-95.
[3]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,2003:111-114.LIAO Ming-sheng,LIN Hui.Synthetic aperture radar intereferometry—Principle and signal processing[M].Beijing:Surveying and Mapping Press,2003:111-114.
[4]李陶.重复轨道星载SAR差分干涉监测地表形变研究[D].武汉:武汉大学,2004.LI Tao.Study on surface deformation monitoring by repeat pass spaceborne SAR differential interferograms[D].Wuhan:Wuhan University,2004.
[5]ZEBKER H A,VILLASENOR J.Decorrelation in interferometric radar echoes[J].IEEE Transactions on Geoscience and Remote Sensing,1992,30(5):950-959.
[6]LIU G X,LI J,XU Z.Surface deformation associated with the 2008 Ms 8.0 Wenchuan earthquake from ALOS L-band SAR interferometry[J].International Journal of Applied Earth Observation and Geoinformation,2011,12:496-505.
[7]ROSEN P A,HENSLEY S,JOUGHIN I R,LI F K,RODRIGUEZ E.Synthetic aperture radar interferometry[C]//Proceedings of IEEE SAN JOSE.USA,2000,88(3):333-382.
[8]张红,王超,吴涛,汤益先.基于相干目标的D-InSAR方法研究[M].北京:科学出版社,2009:4-11.ZHANG Hong,WANG Chao,WU Tao,TANG Yi-xian.Research of coherent target interferometry[M].Beijing:Science Press,2009:4-11.
[9]CLOSA J.The influence of orbit precision in the quality of ERS SAR interferometric data[EB/OL].[1999].http://earthl.esrin.esa.it/.
[10]SCHARROO R,VISSER P N,METS J G.Precise orbit determination and gravity field improvement for the ERS satellites[J].Journal of Geophysical Research,1998,103:8113-8127.
[11]MURAKAMI M,TOBITA M,FUJIWARA S,SAITO T,MASASARU H.Coseismic crustal deformations of the 1994 Northridge,California,earthquake detected by interferometric JERS 1 synthetic aperture radar[J].Journal of Geophysical Research,1996,101:8605-8614.
[12]DING X L,LI Z W,ZHU J J,HUANG C.Atmospheric effects on InSAR measurements and their mitigation[J].Sensors,2008,8(9):5426-5448.
[13]HANSSEN R H.Radar interferometry:Data interpretation and error analysis[M].Netherlands:Kluwer Academic Publishers,2001:72-74.
[14]GOLDSTEIN R M,WERNER C L.Radar interferogram filtering for geophysical applications[J].Geophysical Research Letters,1998,25(21):4035-4038.
[15]LI Z W,DING X L,HUANG C,ZHU J J,CHEN Y L.Improved filtering parameter determination for the goldstein radar interferogram filter[J].ISPRS Journal of Photogrammetry and Remote Sensing,2008,63:621-634.
[16]LEE J S,PAPATHANASSIOU K P,AINSWORTH T L,GRUNES M R,REIGBER A.A new techniques for noise filtering of SAR interferogram phase images[J].IEEE Transactions on Geoscience and Remote Sensing,1998,36(5):1456-1465.
[17]GOLDSTEIN R M,ZEBKER H A,WERNER C L.Satellite radar interferometry:Two-dimensional phase unwrapping[J].Radio Science,1988,23(4):713-720.
[18]CHEN C W,ZEBKER H A.Two-dimensional phase unwrapping with use of statistical models for cost functions in nonlinear optimization[J].Journal of the Optical Society of America,2001,18:338-351.
[19]王桂杰,谢谟文,邱骋,江崎哲郎.D-InSAR技术在大范围滑坡监测中的应用[J].岩土力学,2010,31(4):1337-1344.WANG Gui-jie,XIE Mo-wen,QIU Cheng,ESAKI T.Application of D-InSAR technique to landslide monitoring[J].Rock and Soil Mechanics,2010,31(4):1337-1344.
[20]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(4):3579-3582.
[21]CARNEC C,DELACOURT C.Three years of mining subsidence monitored by SAR Interferometry near Gardanne France[J].Journal of Applied Geophysics,2000,43:43-54.
[22]RAUCOULES D,MAISONS C,CAMEC C,MOUELIC S L,KING C,et al.Monitoring of slow ground deformation by ERS Radar Iinterferometry on the Vauvert Salt Mine(France)—Comparison with ground-based measurement[J].Remote Sensing of Environment,2003,88(4):468-478.
[23]GE L L,RIZOS C,HAN S,ZEBKER H.Mining subsidence monitoring using the combined InSAR and GPS approach[C]//Proceedings of the 10th International Symposium on Deformation Measurements.California:International Federation of Surveyors(FIG),2001:1-10.
[24]GE L L,CHANG H C,RIZOS C.Mine subsidence monitoring using multi-source satellite SAR images[J].Photogrammetric Engineering and Remote Sensing,2007,73(3):259-266.
[25]吴立新,高均海,葛大庆,廖明生.工矿区地表沉陷D-InSAR监测试验研究[J].东北大学学报:自然科学版,2005,26(8):778-782.WU Li-xin,GAO Jun-hai,GE Da-qing,LIAO Ming-sheng.Experimental study on surface subsidence monitoring with D-InSAR in mining area[J].Journal of Northeastern University:Natrual Science Edition,2005,26(8):778-782.
[26]董玉森,GE Lin-lin,CHANG Hsing-chun,张志.基于差分雷达干涉测量的矿区地面沉降监测研究[J].武汉大学学报:信息科学版,2007,32(10):888-892.DONG Yu-sen,GE Lin-lin,CHANG Hsing-chun,ZHANG Zhi.Mine subsidence monitoring by differential InSAR[J].Geomatics and Information Science of Wuhan University,2007,32(10):888-892.
[27]刘国林,张连蓬,成枢,江涛.合成孔径雷达干涉测量与全球定位系统数据融合监测矿区地表沉降的可行性分析[J].测绘通报,2005,11:10-13.LIU Guo-lin,ZHANG Lian-peng,CHENG Shu,JIANG Tao.Feasibility analysis of monitoring mining surface substance using InSAR/GPS data fusion[J].Bulletin of Surveying and Mapping,2005,11:10-13.
[28]宁树正,万余庆,孙顺新.煤矿区沉降与遥感监测方法探讨[J].中国煤炭地质,2008,20(1):10-12.NING Shu-zheng,WAN Yu-qing,SUN Shun-xin.A discussion of coal mining area subsidence and remote sensing monitoring[J].Coal Geology of China,2008,20(1):10-12.
[29]李晶晶,郭增长.基于D-InSAR技术的煤矿区开采沉陷监测[J].河南理工大学学报:自然科学版,2006,25(4):306-309.LI Jing-jing,GUO Zeng-zhang.Basing on the technology of D-InSAR in mining subsidence of coal mine area[J].Journal of Henan Polytechnic University:Natural Science,2006,25(4):306-309.
[30]YANG C S,ZHANG Q,ZHAO C Y,JI L Y.Monitoring mine collapse by D-InSAR[J].Minning Science and Technology,2010,20(5):696-700.
[31]候建国,杨成生,王亚男,王宏宇,等.煤矿开采沉陷监测—基于合成孔径雷达差分干涉测量的研究[J].自然灾害学报,2009,18(6):71-75.HOU Jian-guo,YANG Cheng-sheng,WANG Ya-nan,WANG Hong-yu.Monitoring of subsidence induced by coal mining:a research based on differential SAR interferometry[J].Journal of Natural Disasters,2009,18(6):71-75.
[32]尹宏杰.基于InSAR的矿区地表形变监测研究[D].长沙:中南大学,2009.YIN Hong-jie.Ground subsidence monitoring in mining area using InSAR[D].Changsha:Central South University,2009.
[33]刘国祥.利用雷达干涉技术监测区域地表形变[M].北京:测绘出版社,2006:39-40.LIU Guo-xiang.Monitoring of ground deformations with radar interferometry[M].Beijing:Publishing House of Surveying and Mapping,2006:39-40.
[34]BERARDINO P,FORNARO G,LANARI R,SANSOSTI E,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.
[35]LANARI R,MORA O,MANUNTA M,MALLORQUI J J,BERARDINO P,et al.A small-baseline approach for investigating deformations on full-resolution differential SAR interferograms[J].IEEE Transactions on Geoscience and Remote Sensing,2004,42(7):1377-1386.
[36]赵鸿燕,魏也纳,戴立乾.多基线距D-InSAR反演河南省永城煤矿区地表形变[J].中国地质灾害与防治学报,2010,21(4):91-94.ZHAO Hong-yan,WEI Ye-nan,DAI Li-qian.Surface deformation from 2004 to 2006 on Yongcheng Coal Mining Area by Multibaseline D-InSAR in Henan Province[J].The Chinese Journal of Geological Hazard and Control,2010,21(4):91-94.
[37]尹宏杰,朱建军,李志伟,丁晓利,汪长城.基于SBAS的矿区形变监测研究[J].测绘学报,2011,40(1):52-58.YIN Hong-jie,ZHU Jian-jun,LI Zhi-wei,DING Xiao-li,WANG Chang-cheng.Ground subsidence monitoring in mining area using D-InSAR SBAS algorithm[J].Acta Geodaetica Cartographica Sinica,2011,40(1):52-58.
[38]FERRETTI A,ROCCA F,PRATI C.Permanent Scatters in SAR interferometry[C]//Proceedings of IGARSS 1999.Hanburg:IEEE,1999:1528-1530.
[39]KAMPES B M,HANSSEN R F.Ambiguity resolution for permanent scatterer interferometry[J].IEEE Transactions on Geoscience and Remote Sensing,2004,42(11):2446-2453.
[40]COLESANTI C,LE MOUELIC S,BENNANI M,RAUCOULES D,CARNEC C,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.
[41]JUNG H C,KIM S W,JUNG H S,MIN K D,WON J S.Satellite observation of coal mining subsidence by persistent scatterer analysis[J].Engineering Geology,2007,92(1/2):1-13.
[42]张景发,龚利霞,姜文亮.PSInSAR技术在地壳长期缓慢形变监测中的应用[J].国际地震动态,2006,330(6):1-6.ZHANG Jing-fa,GONG Li-xia,JIANG Wen-liang.Application of PS InSAR technique to measurement of long-term crustal deformation[J].Recent Developments in World Seismology,2006,330(6):1-6.
[43]XIA Y,KAUFMANN H,GUO X F.Landslide monitoring in the Three Gorges area using D-InSAR and corner reflectors[J].Photogrammetric Engineering and Remote Sensing,2004,70(10):1167-1172.
[44]XIA Y,KAUFMANN H,GUO X.Differential SAR interferometry using corner reflectors[C]//International Geoscience and Remote Sensing Symposium.Toronto:IEEE,2002:1243-1246.
[45]XIA Y.CR-based SAR-Interferometry for landslide monitoring[C]//International Geoscience and Remote Sensing Symposium.Boston:IEEE,2008:1239-1242.
[46]TIMMEN L,XIA Y,CRISTOPH R,REIGBER C,HARTMANN R,FIKSEL T.Monitoring of small motions in mining areas by SAR interferometry[J].ESA Special Publications,1996:96.
[47]GE L L,CHENG E,LI X J,RIZOS C.Quantitative subsidence monitoring:The integrated InSAR,GPS and GIS approach[C]//The 6th International Symposium on Satellite Navigation Technology Including Mobile Positioning&Location Serivces.Melbourne,2003:22-25.
[48]CHEN Q,LIU G X,DING X L,HU J C,YUAN L G,et al.Tight integration of GPS observations and persistent scatterer InSAR for detecting vertical ground motion in Hong Kong[J].International Journal of Applied Earth Observation and Geoinformation,2010,12(6):477-486.
[49]陈强,丁晓利,刘国祥.雷达干涉PS网络的基线识别与解算方法[J].地球物理学报,2009,52(9):2230-2236.CHEN Qiang,DING Xiao-li,LIU Guo-xiang.Baseline recognition and parameter estimation of persistent-scatterer network in radar interferometry[J].Chinese Journal of Geophysics,2009,52(9):2230-2236.
[50]XING X M,ZHU J J.Linear subsidence monitoring in mining area using constrained PSInSAR[J].ICIC Express Letters,2010,1(2):247-253.
[51]邢学敏,丁晓利,朱建军,汪长城,丁伟,等.CRInSAR与PSInSAR联合探测区域线性沉降研究[J].地球物理学报,2011,54(5):1193-1204.XING Xue-min,DING Xiao-li,ZHU Jian-jun,WANG Chang-cheng,DING Wei,et al.Radar differential interferometry based on permanent scatterers and its application to detecting regional ground subsidence[J].Chinese Journal of Geophysics,2011,54(5):1193-1204.
[52]TAXIO S,PIETRO T,LUIGI T.Terra SAR-X reveals the impact of the mobile barrier works on Venice coastland stability[J].Remote Sensing of Environment,2009,113(12):2682-2688.
[53]PRATI C,FERRETTI A,PERISSIN D.Recent advances on surface ground deformation measurement by means of repeated space-borne SAR observations[J].Journal of Geodynamics,2010,49(3/4):161-170.
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