城镇建筑震害SAR遥感探测与评估研究综述
|
摘要
合成孔径雷达(SAR)遥感是城镇建筑震害监测的重要手段之一。随着SAR传感器技术的最新发展,利用高分辨率、多极化SAR图像对城镇建筑地震灾害损毁进行探测和评估成为当前的研究趋势和热点。文中首先分析了建筑物及其震害损毁SAR成像特点,并系统综述了近15年来国内外基于SAR图像进行城镇建筑震害损毁探测与评估技术方法的研究和应用现状,评述了各类方法的优缺点,最后针对当前SAR传感器高分辨率、全极化的发展趋势,对有待于进一步研究的问题和技术发展趋势进行了展望。
Synthetic Aperture Radar(SAR) is one of the most important sensors for earthquake damage detection of buildings in building-up areas.With the development in the sensor technology,SAR has become research hotspots in urban damage detection and assessment.The purpose of this paper is to analyze the characteristics of buildings in SAR image,and to present an overview of the methods developed over the last 15 years and their applications.For each type of method,the merits and the limitations are discussed.Finally,for the new high resolution and full polarization SAR image,some topics which are worth studying further are proposed.
Synthetic Aperture Radar(SAR) is one of the most important sensors for earthquake damage detection of buildings in building-up areas.With the development in the sensor technology,SAR has become research hotspots in urban damage detection and assessment.The purpose of this paper is to analyze the characteristics of buildings in SAR image,and to present an overview of the methods developed over the last 15 years and their applications.For each type of method,the merits and the limitations are discussed.Finally,for the new high resolution and full polarization SAR image,some topics which are worth studying further are proposed.
引文
[1]Matsuoka M,Nobuoto N,Building damage estimation by integration of seismic intensity information and satellite L-band SAR imagery[J].RemoteSensing,2010,(2):2111-2126.
[2]Matsuoka A H,Yamazaki F.Characteristics of satellite SAR images in the damaged areas due to the Hyogoken-Nanbu earthquake[C]//Proc.19thAsian Conference of Remote Sensing,1998:C7/1-6.
[3]Yonezawa C,Takeuchi S.Detection of urban damage using interferometric SAR decorrelation[C]//Proceedings of IGARSS 99,Germany(Ham-burg)1999:925-927.
[4]Matsuoka M,Yamazaki F.Characteristics of satellite SAR images in the areas damaged by earthquakes[C]//IGARSS 2000:2693-2695.
[5]Hosokawa M,Jeong B P.Earthquake damage detection using remote sensing data[C]//IGARSS 2007:2989-2991.
[6]Balz T,Liao M S.Building-damage detection using post-seismic high-resolution SAR Satellite data[J].International Journal of Remote Sensing,2010,31(13):3369-3391.
[7]Brunner D,Lemoine G,Bruzzone L.Earthquake damage assessment of buildings using VHR optical and SAR imagery[J].IEEE Transactions on Ge-oscience and Remote Sensing,2010,48(5):2403-2420.
[8]Guida R,Iodice A Riccio D.Monitoring of collapsed built-up areas with high resolution SAR images[C]//IGARSS 2010:2422-2425.
[9]Shao Y,Gong H Z,Wang S A,et al.Mulit-source SAR remote sensing data for rapid response to Wenchuan earthquake damage assessment[J].Journal of Remote Sensing,2008,12(6):865-870.
[10]Gamba P,Dell’Acqua F,Trianni G.Rapid damage detection in the bam area using multitemporal SAR and exploiting ancillary data[J].IEEETransacations on Geoscience and Remote Sensing,2007,45(6).1582-1589.
[11]Jin Y Q,Wang D F.Automatic detection of terrain surface changes after wenchuan earthquake,May 2008,from ALOS SAR images using 2EM-MRF method[J].IEEE Transacations on Geoscience and Remote Sensing,2009,6(2):344-348.
[12]Yonezawa C,Takeuchi S.Decorrelation of SAR data by urban damages caused by the 1995 Hyogoken-Nanbu Earthquake[J].International Journalof Remote sensing,2001,22(8):1585-1600.
[13]Yonezawa C,Tomiyama N,Takeuchi S.Urban damage detection using decorrelation of SAR interferometric data[C]//IGARSS 2002:2051-2053.
[14]Matsuoka M,Yamazaki F.Use of satellite SAR intensity Imagery for detecting building areas damaged due to earthquakes[J].Earthquake Spectra,2004,20(3):975-994.
[15]Matsuoka M,Yamazaki F.Building damage mapping of the 2003 Bam,Iran,Earthquake using envisat-ASAR intensity imagery[J].EarthquakeSpectra,2005,21(S1):S285-S294.
[16]Brunner D,Bruzzone L,Ferro A,et al.Analysis of the double bounce scattering mechanism of buildings VHR SAR data[C]//Proceedings of theSPIE Europe Remote Sensing Conference,2008,7109:71090Q.
[17]Brunner D,Bruzzone L,Ferro A,et al.Analysis of the reliability of the double bounce scattering mechanism for detecting buildings in VHR SARimages[C]//IEEE Radar Conference,2009.
[18]Ferro A,Brunner D,Bruzzone L,et al.On the relationship between double bounce and the orientation of buildings in VHR SAR images[J].IEEEGeoscience and Remote Sensing Letters,2011,8(4):612-616.
[19]Sportouche H,Tupin F,Denise L.Building extraction and 3D reconstruction in urban areas from high-resolution optical and SAR imagery[C]//IGARSS2009(invited paper):1-11.
[20]F Dell’Acqua,Lisini G,Gamba P.Experiences in optical and sar imagery analysis for damage assessment in the Wuhan,May 2008 Earthquake[C]//IGARSS2009,IV:37-40.
[21]Xia Z G,Henderson F M.Understanding the relationships between radar response patterns and the Bio-and geophysical pparameters of urban areas[J].IEEE Transactions on Geoscience and Remote Sensing,1997,35(1):93-101.
[22]Wang C,Zhang H,Wu F,et al.Disaster Phenomena of Wenchuan Earthquake in High Resolution Airborne Synthetic Aperture Radar Images[J].Journal of Applied Remote Sensing,2009,3,031690:1-16.
[23]Wen X Y,Zhang H,Wang C.The high resolution SAR image simulation and analysis of the damaged building in earthquake[J].Journal of Re-mote Sensing,2009,13(1):169-176.
[24]Ainsworth T L,Schuler D L,Lee J S.Polarimetric SAR characterization of man-made structures in urban areas using normalized circular-Pol corre-lation Coefficients[J].Remote Sensing of Environment,2008,112:2876-2885.
[25]张露,郭华东,李新武.利用POLSAR数据探索极化相关系数在居民地提取中的作用[J].遥感技术与应用,2010,25(4):474-479.ZHANG Lu,GUO Huadong,LI Xinwu.Research on polarimetric correlation coefficient in residential information extraction by using POLSAR im-age[J].Remote Sensing Technology and Application,2010,25(4):474-479.(in Chinese)
[26]Guo H D,Wang X Y,Li X W,et al.Yushu earthquake synergic analysis study using multi-model SAR datasets[J].Chinese Science Bulletin,2010,55(13):1195-1199.
[27]李德仁.对地观测与抗震救灾[J].测绘科学,2009,34(1):8-10.LI Deren.Intelligent earth observation systems and earthquake relief[J].Science of Surveying and Mapping,2009,34(1):8-10.(in Chinese)
[28]郭华东,王心源,李新武,等.多模式SAR玉树地震协同分析[J].科学通报,2010,55(13):1195-1199.GUO Huadong,WANG Xinyuan,LI Xinwu,et al.Yushu earthquake synergic analysis study using multi-model SAR datasets[J].Chinese ScienceBulletin,2010,55(13):1195-1199.(in Chinese)
[29]邵芸,宫华泽,王世昂,等.多源雷达遥感数据汶川地震灾情应急监测与评价[J].遥感学报,2008,12(6):865-870.SHAO Yun,GONG Huaze,WANG Shiang,et al.Mulit-source SAR remote sensing data for rapid response to Wenchuan earthquake damage as-sessment[J].Journal of Remote Sensing,2008,12(6):865-870.(in Chinese)
[30]张继贤,黄国满,刘纪平.玉树地震灾情SAR遥感监测与信息服务系统[J].遥感学报,2010,14(5):1046-1052.ZHANG Jixian,HUANG Guoman,LIU Jiping.SAR remote sensing monitoring of the Yushu Earthquake disaster situation and the information serv-ice system[J].Journal of Remote Sensing,2010,14(5):1046-1052.(in Chinese)
[31]张景发,谢礼立,陶夏新.建筑物震害遥感图像的变化检测与震害评估[J].自然灾害学报,2002,11(2):59-64.ZHANG Jingfa,XIE Lili,TAO Xiaxin.Change detection of remote sensing image for earthquake-damaged buildings and its application in seismicdisaster assessment[J].Journal of Natural Disasters,2002,11(2):59-64.(in Chinese)
[32]王晓青,王龙,章熙海,等,汶川8.0级地震震害遥感定量化初步研究(以都江堰城区破坏为例)[J].地震,2009,29(1):174-181.WANG Xiaoqing,WANG Long,ZHANG Xihai,et al.Primary quantitative study on earthquake damage extracted from remote sensing imagery——A case study of Doujiangyan due to the Wenchuan M8.0 Earthquake[J].Earthquake,2009,29(1):174-181.(in Chinese)
[33]刘云华,屈春燕,单新建,等.SAR遥感图像在汶川地震灾害识别中的应用[J].地震学报,2010,32(2):214-223.LIU Yunhua,QU Chunyan,SHAN Xinjian,et al.Application of SAR data to damage identification of the Wenchuan earthquake[J].Acta Seis-mologica Sinica,2010,32(2):214-223.(in Chinese)
[34]Ito Y,Hosokawa M,Matsuoka M.A degree estimation model of earthquake damage using temporal coherence ratio[C]//IGARSS,2003:2410-2412.
[35]Ito Y,Hosokawa M.Damage estimation model using temporal coherence ratio[C]//IGARSS 2002:2859-2861.
[36]Wang D L,Wang X Q,Dou A X,et al.Primary study on the quantitative relationship between the typical building structures in western China[J].Earthquake,2007,27(3):105-110.
[37]Brunner D,Schulz K,Brehm T.Building damage assessement in decimeter resolution SAR imagery:A future perspective[C]//Joint Urban Re-mote Sensing Event,Munich,Germany,2011,217-220.
[2]Matsuoka A H,Yamazaki F.Characteristics of satellite SAR images in the damaged areas due to the Hyogoken-Nanbu earthquake[C]//Proc.19thAsian Conference of Remote Sensing,1998:C7/1-6.
[3]Yonezawa C,Takeuchi S.Detection of urban damage using interferometric SAR decorrelation[C]//Proceedings of IGARSS 99,Germany(Ham-burg)1999:925-927.
[4]Matsuoka M,Yamazaki F.Characteristics of satellite SAR images in the areas damaged by earthquakes[C]//IGARSS 2000:2693-2695.
[5]Hosokawa M,Jeong B P.Earthquake damage detection using remote sensing data[C]//IGARSS 2007:2989-2991.
[6]Balz T,Liao M S.Building-damage detection using post-seismic high-resolution SAR Satellite data[J].International Journal of Remote Sensing,2010,31(13):3369-3391.
[7]Brunner D,Lemoine G,Bruzzone L.Earthquake damage assessment of buildings using VHR optical and SAR imagery[J].IEEE Transactions on Ge-oscience and Remote Sensing,2010,48(5):2403-2420.
[8]Guida R,Iodice A Riccio D.Monitoring of collapsed built-up areas with high resolution SAR images[C]//IGARSS 2010:2422-2425.
[9]Shao Y,Gong H Z,Wang S A,et al.Mulit-source SAR remote sensing data for rapid response to Wenchuan earthquake damage assessment[J].Journal of Remote Sensing,2008,12(6):865-870.
[10]Gamba P,Dell’Acqua F,Trianni G.Rapid damage detection in the bam area using multitemporal SAR and exploiting ancillary data[J].IEEETransacations on Geoscience and Remote Sensing,2007,45(6).1582-1589.
[11]Jin Y Q,Wang D F.Automatic detection of terrain surface changes after wenchuan earthquake,May 2008,from ALOS SAR images using 2EM-MRF method[J].IEEE Transacations on Geoscience and Remote Sensing,2009,6(2):344-348.
[12]Yonezawa C,Takeuchi S.Decorrelation of SAR data by urban damages caused by the 1995 Hyogoken-Nanbu Earthquake[J].International Journalof Remote sensing,2001,22(8):1585-1600.
[13]Yonezawa C,Tomiyama N,Takeuchi S.Urban damage detection using decorrelation of SAR interferometric data[C]//IGARSS 2002:2051-2053.
[14]Matsuoka M,Yamazaki F.Use of satellite SAR intensity Imagery for detecting building areas damaged due to earthquakes[J].Earthquake Spectra,2004,20(3):975-994.
[15]Matsuoka M,Yamazaki F.Building damage mapping of the 2003 Bam,Iran,Earthquake using envisat-ASAR intensity imagery[J].EarthquakeSpectra,2005,21(S1):S285-S294.
[16]Brunner D,Bruzzone L,Ferro A,et al.Analysis of the double bounce scattering mechanism of buildings VHR SAR data[C]//Proceedings of theSPIE Europe Remote Sensing Conference,2008,7109:71090Q.
[17]Brunner D,Bruzzone L,Ferro A,et al.Analysis of the reliability of the double bounce scattering mechanism for detecting buildings in VHR SARimages[C]//IEEE Radar Conference,2009.
[18]Ferro A,Brunner D,Bruzzone L,et al.On the relationship between double bounce and the orientation of buildings in VHR SAR images[J].IEEEGeoscience and Remote Sensing Letters,2011,8(4):612-616.
[19]Sportouche H,Tupin F,Denise L.Building extraction and 3D reconstruction in urban areas from high-resolution optical and SAR imagery[C]//IGARSS2009(invited paper):1-11.
[20]F Dell’Acqua,Lisini G,Gamba P.Experiences in optical and sar imagery analysis for damage assessment in the Wuhan,May 2008 Earthquake[C]//IGARSS2009,IV:37-40.
[21]Xia Z G,Henderson F M.Understanding the relationships between radar response patterns and the Bio-and geophysical pparameters of urban areas[J].IEEE Transactions on Geoscience and Remote Sensing,1997,35(1):93-101.
[22]Wang C,Zhang H,Wu F,et al.Disaster Phenomena of Wenchuan Earthquake in High Resolution Airborne Synthetic Aperture Radar Images[J].Journal of Applied Remote Sensing,2009,3,031690:1-16.
[23]Wen X Y,Zhang H,Wang C.The high resolution SAR image simulation and analysis of the damaged building in earthquake[J].Journal of Re-mote Sensing,2009,13(1):169-176.
[24]Ainsworth T L,Schuler D L,Lee J S.Polarimetric SAR characterization of man-made structures in urban areas using normalized circular-Pol corre-lation Coefficients[J].Remote Sensing of Environment,2008,112:2876-2885.
[25]张露,郭华东,李新武.利用POLSAR数据探索极化相关系数在居民地提取中的作用[J].遥感技术与应用,2010,25(4):474-479.ZHANG Lu,GUO Huadong,LI Xinwu.Research on polarimetric correlation coefficient in residential information extraction by using POLSAR im-age[J].Remote Sensing Technology and Application,2010,25(4):474-479.(in Chinese)
[26]Guo H D,Wang X Y,Li X W,et al.Yushu earthquake synergic analysis study using multi-model SAR datasets[J].Chinese Science Bulletin,2010,55(13):1195-1199.
[27]李德仁.对地观测与抗震救灾[J].测绘科学,2009,34(1):8-10.LI Deren.Intelligent earth observation systems and earthquake relief[J].Science of Surveying and Mapping,2009,34(1):8-10.(in Chinese)
[28]郭华东,王心源,李新武,等.多模式SAR玉树地震协同分析[J].科学通报,2010,55(13):1195-1199.GUO Huadong,WANG Xinyuan,LI Xinwu,et al.Yushu earthquake synergic analysis study using multi-model SAR datasets[J].Chinese ScienceBulletin,2010,55(13):1195-1199.(in Chinese)
[29]邵芸,宫华泽,王世昂,等.多源雷达遥感数据汶川地震灾情应急监测与评价[J].遥感学报,2008,12(6):865-870.SHAO Yun,GONG Huaze,WANG Shiang,et al.Mulit-source SAR remote sensing data for rapid response to Wenchuan earthquake damage as-sessment[J].Journal of Remote Sensing,2008,12(6):865-870.(in Chinese)
[30]张继贤,黄国满,刘纪平.玉树地震灾情SAR遥感监测与信息服务系统[J].遥感学报,2010,14(5):1046-1052.ZHANG Jixian,HUANG Guoman,LIU Jiping.SAR remote sensing monitoring of the Yushu Earthquake disaster situation and the information serv-ice system[J].Journal of Remote Sensing,2010,14(5):1046-1052.(in Chinese)
[31]张景发,谢礼立,陶夏新.建筑物震害遥感图像的变化检测与震害评估[J].自然灾害学报,2002,11(2):59-64.ZHANG Jingfa,XIE Lili,TAO Xiaxin.Change detection of remote sensing image for earthquake-damaged buildings and its application in seismicdisaster assessment[J].Journal of Natural Disasters,2002,11(2):59-64.(in Chinese)
[32]王晓青,王龙,章熙海,等,汶川8.0级地震震害遥感定量化初步研究(以都江堰城区破坏为例)[J].地震,2009,29(1):174-181.WANG Xiaoqing,WANG Long,ZHANG Xihai,et al.Primary quantitative study on earthquake damage extracted from remote sensing imagery——A case study of Doujiangyan due to the Wenchuan M8.0 Earthquake[J].Earthquake,2009,29(1):174-181.(in Chinese)
[33]刘云华,屈春燕,单新建,等.SAR遥感图像在汶川地震灾害识别中的应用[J].地震学报,2010,32(2):214-223.LIU Yunhua,QU Chunyan,SHAN Xinjian,et al.Application of SAR data to damage identification of the Wenchuan earthquake[J].Acta Seis-mologica Sinica,2010,32(2):214-223.(in Chinese)
[34]Ito Y,Hosokawa M,Matsuoka M.A degree estimation model of earthquake damage using temporal coherence ratio[C]//IGARSS,2003:2410-2412.
[35]Ito Y,Hosokawa M.Damage estimation model using temporal coherence ratio[C]//IGARSS 2002:2859-2861.
[36]Wang D L,Wang X Q,Dou A X,et al.Primary study on the quantitative relationship between the typical building structures in western China[J].Earthquake,2007,27(3):105-110.
[37]Brunner D,Schulz K,Brehm T.Building damage assessement in decimeter resolution SAR imagery:A future perspective[C]//Joint Urban Re-mote Sensing Event,Munich,Germany,2011,217-220.
版权所有：© 2023 中国地质图书馆 中国地质调查局地学文献中心