激光与光电子学进展, 2017, 54 (11): 112801, 网络出版: 2017-11-17   

灾后高分辨率遥感影像的地震型滑坡信息自动提取算法研究 下载: 700次

Automatic Extraction Algorithm of Seismic Landslide Information Based on After-Calamity High-Resolution Remote Sensing Image
作者单位
1 中国科学院遥感与数字地球研究所数字地球重点实验室, 北京 100094
2 中国科学院大学, 北京 100049
引用该论文

闫琦, 李慧, 荆林海, 唐韵玮, 丁海峰. 灾后高分辨率遥感影像的地震型滑坡信息自动提取算法研究[J]. 激光与光电子学进展, 2017, 54(11): 112801.

Yan Qi, Li Hui, Jing Linhai, Tang Yunwei, Ding Haifeng. Automatic Extraction Algorithm of Seismic Landslide Information Based on After-Calamity High-Resolution Remote Sensing Image[J]. Laser & Optoelectronics Progress, 2017, 54(11): 112801.

参考文献

[1] 张铎, 吴中海, 李家存,等. 国内外地震滑坡研究综述[J]. 地质力学学报, 2013, 19(3): 225-241.

    Zhang Duo, Wu Zhonghai, Li Jiacun, et al. An overview of earthquake-induced landslide research[J]. Journal of Geomechanics, 2013, 19(3): 225-241.

[2] 范一大, 吴玮, 王薇, 等. 中国灾害遥感研究进展[J]. 遥感学报, 2016, 20(5): 1170-1184.

    Fan Yida, Wu Wei, Wang Wei, et al. Research progress of disaster remote sensing in China[J]. Journal of Remote Sensing, 2016, 20(5): 1170-1184.

[3] 于颂, 陈峰, 张锦. 资源三号卫星在区域地质灾害应急监测中的应用--以山西省为例[J]. 测绘通报, 2016(4): 68-71.

    Yu Song, Chen Feng, Zhang Jin. Applied research of ZY-3 satellite in regional geological disaster emergency monitoring--taking province Shanxi as an example[J]. Bulletin of Surveying and Mapping, 2016(4): 68-71.

[4] 朱静, 唐川. 遥感技术在我国滑坡研究中的应用综述[J]. 遥感技术与应用, 2012, 27(3): 458-464.

    Zhu Jing, Tang Chuan. An overview of remote sensing application for landslide research in China[J]. Remote Sensing Technology and Application, 2012, 27(3): 458-464.

[5] 王云南, 任光明, 王家柱, 等. 滑坡遥感解译研究综述[J]. 西北水电, 2017(1): 17-21.

    Wang Yunnan, Ren Guangming, Wang Jiazhu, et al. Overview of explanation and interpretation on landslide in remote sensing image[J]. Northwest Hydropower, 2017(1): 17-21.

[6] Mondini A C, Guzzetti F, Reichenbach P, et al. Semi-automatic recognition and mapping of rainfall induced shallow landslides using optical satellite images[J]. Remote Sensing of Environment, 2011, 115(7): 1743-1757.

[7] Hervás J, Barredo J I, Rosin P L, et al. Monitoring landslides from optical remotely sensed imagery: the case history of Tessina landslide, Italy[J]. Geomorphology, 2003, 54(1): 63-75.

[8] 张毅, 谭龙, 陈冠, 等. 基于面向对象分类法的高分辨率遥感滑坡信息提取[J]. 兰州大学学报(自科版), 2014, 50(5): 745-750.

    Zhang Yi, Tan Long, Chen Guan, et al. Landslide information extracted from high resolution remote sensing based on the object oriented classification method[J]. Journal of Lanzhou University (Natural Sciences Edition), 2014, 50(5): 745-750.

[9] 张雪峰, 何政伟, 薛东剑, 等. 汶川地震大型单体滑坡遥感调查与危险性评价[J]. 遥感信息, 2011(3): 50-54.

    Zhang Xuefeng, He Zhengwei, Xue Dongjian, et al. Remote sensing investigation and risk assessment of large scale individual landslide triggered by the Wenchuan earthquake[J]. Remote Sensing Information, 2011(3): 50-54.

[10] 王治华. 中国滑坡遥感及新进展[J]. 国土资源遥感, 2007, 19(4): 7-10.

    Wang Zhihua. Remote sensing for landslides in China and its recent progress[J]. Remote Sensing for Land and Resources, 2007, 19(4): 7-10.

[11] 叶润青, 邓清禄, 王海庆. 基于图像分类方法滑坡识别与特征提取--以归州老城滑坡为例[J]. 工程地球物理学报, 2007, 4(6): 574-577.

    Ye Runqing, Deng Qinglu, Wang Haiqing. Landsides identification based on image classification: a case study on Guizhoulaocheng landslide in the three gorges reservoir area[J]. Chinese Journal of Engineering Geophysics, 2007, 4(6): 574-577.

[12] 刘辰, 刘修国, 陈启浩, 等. 面向对象滑坡信息提取中DEM空间分辨率影响分析[J]. 遥感技术与应用, 2014, 29(4): 631-638.

    Liu Chen, Liu Xiuguo, Chen Qihao, et al. Impact of DEM spatial resolution on landslide extraction using object-oriented methods[J]. Remote Sensing Technology and Application, 2014, 29(4): 631-638.

[13] Stumpf A, Kerle N. Object-oriented mapping of landslides using random forests[J]. Remote Sensing of Environment, 2011, 115(10): 2564-2577.

[14] 张雅莉. 面向对象高分辨率遥感数据滑坡灾害信息提取研究[D]. 兰州: 兰州大学, 2015.

    Zhang Yali. Landslides hazard of object-oriented based on high-resolution remotely sensed images[D]. Lanzhou: Lanzhou University, 2015.

[15] 蔡亮, 郭泺. 基于面向对象方法的汶川大地震灾害土地覆盖变化[J]. 生态学报, 2008, 28(12): 5927-5937.

    Cai Liang, Guo Luo. A research of land-cover change of Wenchuan earthquake before and after based on object-oriented method [J]. Acta Ecologica Sinica, 2008, 28(12): 5927-5937.

[16] Ashbindu S. Review article digital change detection techniques using remotely-sensed data[J]. International Journal of Remote Sensing, 1989, 10(6): 989-1003.

[17] 朱林. 遥感图像变化检测技术的研究及应用[D]. 北京: 中国地质大学, 2016.

    Zhu Lin. Research and application of remote sensing image change detection technology[D]. Beijing: China University of Geosciences, 2016.

[18] 赵祥, 李长春, 苏娜. 滑坡泥石流的多源遥感提取方法[J]. 自然灾害学报, 2009, 18(6): 29-32.

    Zhao Xiang, Li Changchun, Su Na. Extraction of landslide/debris flow information based on multi-source remote sensing data[J]. 2009, 18(6): 29-32.

[19] 李松, 李亦秋, 安裕伦. 基于变化检测的滑坡灾害自动识别[J]. 遥感信息, 2010(1): 27-31.

    Li Song, Li Yiqiu, An Yulu. Automatic recognition of landslides based on change detection[J]. Remote Sensing Information, 2010(1): 27-31.

[20] 李松, 邓宝昆, 徐红勤, 等. 地震型滑坡灾害遥感快速识别方法研究[J]. 遥感信息, 2015(4): 25-28.

    Li Song, Deng Baokun, Xu Hongqin, et al. Fast interpretation methods of landslides triggered by earthquake using remote sensing imagery[J]. Remote Sensing Information, 2015(4): 25-28.

[21] Martha T R, Kerle N, Jetten V, et al. Characterising spectral, spatial and morphometric properties of landslides for semi-automatic detection using object-oriented methods[J]. Geomorphology, 2010, 116(1/2): 24-36.

[22] Lu P, Stumpf A, Kerle N, et al. Object-oriented change detection for landslide rapid mapping[J]. IEEE Geoscience and Remote Sensing Letters, 2011, 8(4): 701-705.

[23] Stumpf A, Kerle N. Combining random forests and object-oriented analysis for landslide mapping from very high resolution imagery[J]. Procedia Environmental Sciences, 2011, 3(1): 123-129.

[24] Mondini A C, Marchesini I, Rossi M, et al. Bayesian framework for mapping and classifying shallow landslides exploiting remote sensing and topographic data[J]. Geomorphology, 2013, 201(3): 135-147.

[25] 童立强, 郭兆成. 典型滑坡遥感影像特征研究[J]. 国土资源遥感, 2013, 25(1): 86-92.

    Tong Liqiang, Guo Zhaocheng. A study of remote sensing image features of typical landslides[J]. Remote Sensing for Land and Resources, 2013, 25(1): 86-92.

[26] 韩金良, 吴树仁, 何淑军, 等. 5.12汶川8级地震次生地质灾害的基本特征及其形成机制浅析[J]. 地学前缘, 2009, 16(3): 306-326.

    Han Jinliang, Wu Shuren, He Shujun, et al. Basal characteristics and formation mechanisms of geological hazards triggered by the May 12, 2008 Wenchuan earthquake with a moment magnitude of 8.0[J]. Earth Science Frontier, 2009, 16(3): 306-326.

[27] 晏同珍, 杨顺安, 方云. 滑坡学[M]. 武汉: 中国地质大学出版社, 2000.

    Yan Tongzhen, Yang Shun′an, Fang Yun. Landslide science[M]. Wuhan: China University of Geoscience Press, 2000.

[28] 王丽涛, 王世新, 周艺, 等. 基于纹理特征的高分辨率遥感影像灾害监测应用[J]. 灾害学, 2014, 29(3): 97-101.

    Wang Litao, Wang Shixin, Zhou Yi, et al. Remote sensing change detection method based on texture characteristic in natural disaster monitoring[J]. Journal of Catastrophplogy, 2014, 29(3): 97-101.

[29] Otsu N. A threshold selection method from gray-level histograms[J]. IEEE Transactions on Systems Man & Cybernetics, 1979, 9(1): 62-66.

[30] 胡敏, 李梅, 汪荣贵. 改进的Otsu算法在图像分割中的应用[J]. 电子测量与仪器学报, 2010, 24(5): 443-449.

    Hu Min, Li Mei, Wang Ronggui. Application of an improved Otsu algorithm in image segmentation[J]. Journal of Electronic Measurement and Instrument, 2010, 24(5): 443-449.

[31] 董忠言, 蒋理兴, 王俊亚,等. 基于图像复杂度的一维Otsu改进算法[J]. 计算机科学, 2015, 42(s1): 171-174.

    Dong Zhongyan, Jiang Lixing, Wang Junya, et al. Modified one-dimensional Otsu algorithm based on image complexity[J]. Computer Science, 2015, 42(s1): 171-174.

[32] 李惠光, 姚磊, 石磊. 改进的Otsu理论在图像阈值选取中的应用[J]. 计算机仿真, 2007, 24(4): 216-220.

    Li Huiguang, Yao Lei, Shi Lei. Automatic selection of image threshold based on improved Otsu[J]. Computer Simulation, 2007, 24(4): 216-220.

[33] 许向阳, 宋恩民, 金良海. Otsu准则的阈值性质分析[J]. 电子学报, 2009, 37(12): 2716-2719.

    Xu Xiangyang, Song Enming, Jin Lianghai. Characteristic analysis of threshold based on Otsu criterion[J]. Acta Electronica Sinica, 2009, 37(12): 2716-2719.

闫琦, 李慧, 荆林海, 唐韵玮, 丁海峰. 灾后高分辨率遥感影像的地震型滑坡信息自动提取算法研究[J]. 激光与光电子学进展, 2017, 54(11): 112801. Yan Qi, Li Hui, Jing Linhai, Tang Yunwei, Ding Haifeng. Automatic Extraction Algorithm of Seismic Landslide Information Based on After-Calamity High-Resolution Remote Sensing Image[J]. Laser & Optoelectronics Progress, 2017, 54(11): 112801.

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