并行计算在遥感震害提取中的应用

Abstract

Abstract: This paper outlines the advances in the application of remote sensing technology and parallel computing to earthquake emergency. The application of parallel computing technology to the extraction of earthquake damage from remote sensing images is preliminarily investigated. The parallel computations with ratio method and correlation coefficient method are applied to detect the changes of the town of Beichuan after Wenchuan 8.0 earthquake by using pre-earthquake and post-earthquake remote sensing images acquired by FORMOSAT Ⅱ Satellite. A higher speed and reduced time of image procession have been obtained comparing with that proceeded by the professional image processing software.

Key words: Parallel Computing, Remote Sensing, Earthquake Emegency, Change Detection

CLC Number:

P315

ZHENG You-hua, WANG Xiao-qing, DOU Ai-xia, YUAN Xiao-xiang. Application of Parallel Computing to Seismic Damage Extraction from Remote Sensing Images[J]. EARTHQUAKE, 2011, 31(1): 107-117.

References

[1] 丁军, 王丹. 遥感图像上城市震害信息的获取及其应用[J]. 灾害学, 1996, 11(1): 82-86.
[2] 陈文凯 , 何少林 , 张景发, 等. 利用遥感技术提取震害信息方法的研究进展[J]. 西北地震学报, 2008, 30(1): 88-93.
[3] 梅安新, 彭望琭, 秦其明, 等. 遥感导论[M]. 北京: 高等教育出版社, 2001. 6-10.
[4] 王晓青, 王龙, 王岩, 等. 汶川8.0级大地震应急遥感震害评估研究[J]. 震灾防御技术, 2008, 3(3): 251-258.
[5] 陈鑫连. 地震灾害的航空遥感信息快速评估与救灾决策[M]. 北京: 地震出版社, 1992.
[6] 魏成阶, 先博勤, 张宗科, 等. 地震灾害航空遥感快速调查技术研究以唐山地震区作模拟试验场[A]. 何建邦, 田国良, 王劲峰. 重大自然灾害遥感监测与评估研究进展[C]. 北京: 科学出版社, 1992. 131-150.
[7] 杨喆, 程家喻. 澜沧—耿马地震灾情的航空遥感调查[J]. 国土资源遥感, 1993, 5(1): 17-23.
[8] 张德成. 建筑物震害航空照片目视判读标志的初步研究[J]. 地震, 1993, 13(1): 26-30.
[9] 王晓青, 蒋铭, 张德成. 航空影象震害自动识别的初步研究[A]. 庄逢甘. 中国地方遥感应用进展—全国地方遥感应用协会成立五周年论文集[C]. 北京: 宇航出版社, 1997. 152-156.
[10] 王晓青, 张景发, 单新建, 等. 震害遥感快速识别与损失评估系统的开发研究[A]. 见: 中国遥感应用协会文集[C]. 北京: 宇航出版社, 2003. 260-278.
[11] 王龙, 王晓青, 丁香, 等. 基于遥感和GIS的建筑物震害损失评估方法研究与实现[J]. 地震, 2007, 27(4): 77-83.
[12] 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.
[13] 窦爱霞, 张景发, 王晓青, 等. SAR图像在震害变化检测中的应用[A]. 中国遥感应用协会. 中国遥感应用协会文集[C]. 北京: 宇航出版社, 2003. 98-112.
[14] 王岩, 王晓青, 窦爱霞. 面向对象遥感分类方法在汶川地震震害提取中的应用[J]. 地震, 2009, 29(3): 54-60.
[15] 单寅, 舒宁, 潘斌. 微机网络并行机群与遥感[J]. 测绘信息与工程, 1999, (2): 32-35.
[16] Prachya Chalermwat, Tarek El-Ghazawi, Jacqueline LeMoigne. GA-based Parallel Image Registration on Parallel Clusters[J]. Lecture Notes In Computer Science, 1999, 1586: 257-265.
[17] Anthony Gualtieri J, Cromp R F. Support Vector Machines for Hyperspectral Remote Sensing Classification[M]. Proccedings of the SPIE, 1999.
[18] 周海芳. 遥感图像并行处理算法的研究与应用[D]. 长沙: 国防科学技术大学计算机学院, 2003.
[19] Yanhuang Jiang, Zhiming Chang, et al. A load-balanced parallel algorithm for 2D image Warping[M]. In: Proc. ISPA2004, Lecture Notes in Computer Science 3358. Berlin: Springer, 2004.
[20] 欧新良, 陈松乔, 常志明. 基于动态分界点计算的并行几何校正算法[J]. 计算机研究与发展, 2006, 43(6): 1115-1121.
[21] 李盛阳, 张爱军, 朱重光, 等. 基于网格的遥感图像快速处理[J]. 计算机工程, 2007, 33(6): 35-37.
[22] 方金云, 池天河, 黄国满, 等. 基于机群的地理数据并行处理试验[A]. 中国地理信息系统协会第六届年会论文集(2)[C]. 2001. 158-162.
[23] 方金云, 何建邦, 池天河, 等. 地理数字图像机群并行处理试验[J]. 计算机科学, 2001, 28(5): 99-101.
[24] 黄国满, 郭建峰. 分布式并行遥感图像处理中的数据划分[J]. 遥感信息, 2001, (2): 9-12.
[25] 沈占锋 , 骆剑承 , 陈秋晓 , 等. 高分辨率遥感影像并行处理数据分配策略研究[J]. 哈尔滨工业大学学报, 2006, (38): 1968-1971, 1976.

Application of Parallel Computing to Seismic Damage Extraction from Remote Sensing Images

PDF (PC)

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics

Comments

[1]	XIAO Jin-yu, XU Yue-ren, LIU Lei, ZHANG Wei-heng, LI Wen-qiao, DU Peng. Study on Coseismic Landslides Triggered by Ludian M_S6.5 Earthquake, Yunnan Province, on August 3rd, 2014, Using Remote Sensing Images [J]. EARTHQUAKE, 2023, 43(4): 101-118.
[2]	ZHANG Lu, JIANG Meng, JING Feng. Research Progress and Prospects of Coastal Earthquake Anomalies Based on Remote Sensing Technology [J]. EARTHQUAKE, 2023, 43(4): 200-214.
[3]	CHEN Dan-dan, DOU Ai-xia, WANG Xin. Road Damage Information Extraction from High-Resolution Remote Sensing Images Based on Deeplab V3+ Network Model [J]. EARTHQUAKE, 2022, 42(2): 171-189.
[4]	GENG Shuang, WANG Lin, TIAN Qin-jian, XU Yue-ren, LI Wen-qiao, YUAN Zhao-de. Study on Seismogenic Structure of the Yutian M_S6.4 Earthquake in Xinjiang in 2020 [J]. EARTHQUAKE, 2021, 41(2): 1-13.
[5]	LU Guo-jun, ZHANG He, LI Hao, WANG Jian-long. Infrared Brightness Temperature Changes before Moderate to Strong Earthquakes in North China [J]. EARTHQUAKE, 2018, 38(1): 96-106.
[6]	LI Qiang,ZHANG Jing-fa. Extraction Method of Road Seismic Damage from Multi- source Remote Sensing Images and Application Prospect for Earthquake Emergency [J]. EARTHQUAKE, 2017, 37(4): 80-92.
[7]	LU Heng-xin,XU Yue-ren,CHEN Li-ze,ZHANG Xue-min, SHEN Xu-hui,CUI Jing. Application of GF-2 and ZY-3 Satellite Data in Quantitative Research of Active Fault: A Case Study of the South Hasi Mountain Fault Zone [J]. EARTHQUAKE, 2017, 37(1): 121-133.
[8]	HUANG Shuai-tang, TIAN Qin-jian, LI Zhi-min, LI Wen-qiao, FU Guo-chao, YIN Xiang. Interpretation of High-resolution Remote Sensing Image of Offset Landform in Dezhou Segment of the Riyueshan Fault, Qinghai Province [J]. EARTHQUAKE, 2016, 36(3): 87-98.
[9]	CHEN Shi, ZHANG Jian. Parallel Forward Simulation of Gravity Anomaly for Complex Bodies Based on MPICH [J]. EARTHQUAKE, 2013, 33(4): 182-189.
[10]	GUO Jian-xing, WANG Xiao-qing, DOU Ai-xia, YUAN Xiao-xiang, ZHANG Wei. Remote Sensing Data Dissemination System for Earthquake Emergency Based on OpenGIS and Digital Earth Platform [J]. EARTHQUAKE, 2013, 33(2): 123-131.
[11]	LIU Ming-zhong, LI Cheng-long. Object-oriented Detection of Earthquake Building Damages [J]. EARTHQUAKE, 2013, 33(2): 109-114.
[12]	LI Cheng-long, ZHANG Jing-fa. Method and Application of Earthquake Damage Change Detection from Remote Sensing Images Based on Principal Component Analysis [J]. EARTHQUAKE, 2013, 33(2): 103-108.
[13]	ZHANG Wei, WANG Xiao-qing, SUN Guo-qing, DING Xiang, YUAN Xiao-xiang, GUO Jian-xing. An Improved Change Detection Algorithm for Building Damage Extraction Based on High Resolution RS images [J]. EARTHQUAKE, 2013, 33(2): 87-95.
[14]	LIU Ming-zhong, ZHANG Jing-fa, LI Cheng-long, LIU Guo-lin. Rapid Extraction of Road Damages from High Resolution Remote Sensing Images [J]. EARTHQUAKE, 2013, 33(2): 79-86.
[15]	MA Hai-jan, LU Nan, LI Xiao-xuan. Rapid Extraction of Earthquake Road Damages Based on Sidelines from Remote Sensing Images [J]. EARTHQUAKE, 2013, 33(2): 71-78.