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Landslide susceptibility assessment of the Youfang catchment using logistic regression
  • ISSN号:1672-6316
  • 期刊名称:Journal of Mountain Science
  • 时间:2015.7
  • 页码:816-827
  • 分类:P642.22[天文地球—工程地质学;天文地球—地质矿产勘探;天文地球—地质学] O212.1[理学—概率论与数理统计;理学—数学]
  • 作者机构:[1]College of Geographical Sciences, Key Laboratory of Virtual Geographic Environments (National Education Administration), Nanjing Normal University, Nanjing 210023, China, [2]Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development andApplication, Nanjing Normal University, Nanjing 210023, China, [3]Jiangsu Key Laboratory of Environmental Change and Ecological Construction, Nanjing Normal University, Nanjing 210023, China, [4]College of Surveying and Geo-Informatics, Center for Spatial Information Science and Sustainable Development Applications, Tongji University, Shanghai 200092, China
  • 相关基金:supported by the Priority Academic Program Development of Jiangsu Higher Education Institutions(164320H101);the Opening Fund of State Key Laboratory of Geohazard Prevention and Geoenvironment Protection of Chengdu University of Technology,China(SKLGP2012K012);the Opening Fund of Key Laboratory for Geo-hazards in Loess area(GLA2014005);the National Natural Science Foundation of China(No.40801212 and No.41201424);the 973 National Basic Research Program(Nos.2013CB733203,2013CB733204);the 863 National High-Tech Rand D Program(No.2012AA121302);the FP6 project“Mountain Risks”of the European Commission(No.MRTNCT-2006-035798)
  • 相关项目:面向对象的滑坡编目快速绘制方法研究
中文摘要:

一张详细山崩危险性地图用逻辑回归方法在 Youfang 集水被生产,数据集为一个地理信息系统(GIS ) 发展了。在中国, Longnan 山区域的 Youfang 集水,它在 Qinghai 西藏高原之中躺在过渡区域,黄土高原和四川盆作为最山崩容易的区域之一知道,作为一个代表性的盒子被选择评估山崩的频率和分发。为山崩危险性评价的统计关系用山崩和山崩被形成原因的因素数据库。逻辑回归(LR ) 被用来基于一系列可得到的数据来源创造山崩危险性地图:山崩库存;距离到排水系统,差错和道路;斜坡角度和方面;地志的举起和地形学的湿索引,和陆地使用。在这份报纸生产的山崩危险性地图的质量被验证,结果能被用于设计保护并且对山崩危险的缓解措施。山崩危险性地图被期望在 Youfang 集水为山崩危险评价和风险管理提供一个基本工具。

英文摘要:

A detailed landslide susceptibility map was produced in the Youfang catchment using logistic regression method with datasets developed for a geographic information system(GIS).Known as one of the most landslide-prone areas in China, the Youfang catchment of Longnan mountain region,which lies in the transitional area among QinghaiTibet Plateau, loess Plateau and Sichuan Basin, was selected as a representative case to evaluate the frequency and distribution of landslides.Statistical relationships for landslide susceptibility assessment were developed using landslide and landslide causative factor databases.Logistic regression(LR)was used to create the landslide susceptibility maps based on a series of available data sources: landslide inventory; distance to drainage systems, faults and roads; slope angle and aspect; topographic elevation and topographical wetness index, and land use.The quality of the landslide susceptibility map produced in this paper was validated and the result can be used fordesigning protective and mitigation measures against landslide hazards.The landslide susceptibility map is expected to provide a fundamental tool for landslide hazards assessment and risk management in the Youfang catchment.

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期刊信息
  • 《山地科学学报:英文版》
  • 主管单位:
  • 主办单位:中国科学院山地灾害与环境研究所
  • 主编:
  • 地址:四川成都一环路南二段16号
  • 邮编:610041
  • 邮箱:yudf@imde.ac.cn
  • 电话:028-85252110 85252044
  • 国际标准刊号:ISSN:1672-6316
  • 国内统一刊号:ISSN:51-1668/P
  • 邮发代号:
  • 获奖情况:
  • 国内外数据库收录:
  • 英国农业与生物科学研究中心文摘,荷兰文摘与引文数据库,美国地质文献预评数据库,美国剑桥科学文摘,美国科学引文索引(扩展库)
  • 被引量:84