Evaluation of effectiveness of three fuzzy systems and three texture extraction methods for building damage detection from post-event LiDAR data     

Milad Janalipour 《International Journal of Digital Earth》2018,11(12):1241-1268

Building damage maps after disasters can help us to better manage the rescue operations. Researchers have used Light Detection and Ranging (LiDAR) data for extracting the building damage maps. For producing building damage maps from LiDAR data in a rapid manner, it is necessary to understand the effectiveness of features and classifiers. However, there is no comprehensive study on the performance of features and classifiers in identifying damaged areas. In this study, the effectiveness of three texture extraction methods and three fuzzy systems for producing the building damage maps was investigated. In the proposed method, at first, a pre-processing stage was utilized to apply essential processes on post-event LiDAR data. Second, textural features were extracted from the pre-processed LiDAR data. Third, fuzzy inference systems were generated to make a relation between the extracted textural features of buildings and their damage extents. The proposed method was tested across three areas over the 2010 Haiti earthquake. Three building damage maps with overall accuracies of 75.0%, 78.1% and 61.4% were achieved. Based on outcomes, the fuzzy inference systems were stronger than random forest, bagging, boosting and support vector machine classifiers for detecting damaged buildings.  相似文献   

不同初始饱和度红砂岩冻融后物理力学性质研究          下载免费PDF全文

沈世伟  吴飞  甘霖  姜满 《探矿工程》2021,48(1):120-128

对不同初始饱和度红砂岩冻融循环前后进行物理及力学试验研究,探讨初始饱和度对红砂岩冻融损伤的影响。本文设定红砂岩试样初始饱和度为20%、40%、60%、80%、100%,冻融次数设定为20次,对冻融前后试样分别测定质量、纵波波速以及进行单轴压缩试验。试验结果表明：1）冻融后不同初始饱和度红砂岩的物理性质发生变化,纵波波速降低、质量减小,但变化程度不同;2）随饱和度的增大,试样经冻融后峰值强度和弹性模量均呈降低趋势,但只有饱和度大于60%时,降低趋势较明显。本文研究为寒区隧道及地下工程建设以及岩土地质灾害监测与治理提供理论依据和试验基础。  相似文献   

生态地质研究进展与展望     

聂洪峰  肖春蕾  任伟祥  刘建宇  戴蒙 《中国地质调查》2021,7(6):1-8

生态地质学是研究生态系统与地质环境之间关系的一门交叉学科,对国土空间生态保护修复工作有重要理论支撑作用。我国生态地质研究工作虽然经过了多年的发展与积淀,但时至今日生态地质学仍然处于研究和探索阶段。鉴于此,基于前人的大量研究,总结了国内外生态地质研究进展: 国际上,俄罗斯建立了生态地质学研究体系,美国发起的地球关键带研究是与生态地质研究十分契合的主题; 在国内,生态地质研究主要着眼于”生态-地质”相互作用过程与机理以及地质环境影响下的系统性生态修复研究。在此基础上,提出了生态地质学涵义及其研究内容、方法技术创新及学科体系构建思路,以期为服务山水林田湖草沙整体保护、系统修复、综合治理和生态地质系统深化研究提供借鉴。  相似文献   

Elastoplastic damage modeling of desaturation and resaturation in argillites     

Y. Jia  H. B. Bian  K. Su  D. Kondo  J. F. Shao 《国际地质力学数值与分析法杂志》2010,34(2):187-220

  相似文献   

An approach to the modeling of viscoelastic damage. Application to the long‐term creep of gypsum rock materials     

B. Nedjar  R. Le Roy 《国际地质力学数值与分析法杂志》2013,37(9):1066-1078

A three‐dimensional phenomenological model is developed to describe the long‐term creep of gypsum rock materials. The approach is based on the framework of continuum damage mechanics where coupling with viscoelasticity is adopted. Specifically, a local damage model based on the concept of yield surface is proposed and deeply investigated. Among the many possibilities, we choose in this work its coupling with a generalized Kelvin–Voigt rheological model to formulate the whole behavior. Long‐term as well as short‐term relaxation processes can be integrated in the model by means of as many as necessary viscoelastic processes. The numerical discretization is described for an easy integration within a finite element procedure. Finally, a set of numerical simulations is given to show the possibilities of the presented model. It shows good agreement with some experimental results found in the literature. Copyright © 2012 John Wiley & Sons, Ltd.  相似文献   

1987年9月19日富蕴北5.8级地震     

郭恒祖  杨马陵 《内陆地震》1988,(4)

1987年6月19日新疆富蕴县可可托海镇西北发生了Ms=5.8级地震,震中位于喀依尔提河与阿拉散河交汇处,震中烈度为Ⅶ度,等震线长轴方向与可可托海——二台断裂基本一致。震中区人员无伤亡,仅有山石滚落;Ⅵ、Ⅴ度区内的土平房、有不同程度的损坏个别砖平房,楼房出现裂缝。这次地震属于孤立型地震,震前有中短期异常。  相似文献   

The System Analysis and Reliability Evaluation of Rock Slopes   总被引：1，自引：0，他引：1  

Luo Guoyu  Yan ChanghongDepartment of Earth Sciences  Nanjing University  Nanjing  Jiangsu Fei Zhenbi 《《地质学报》英文版》1994,68(4)

The principal of preferred plane analysis is a new research view and model of rock slope engineering geology. It advocates that the rock slope stability, boundary conditions and failure model are controlled by preferred planes. Therefore, the problem of slope stability evaluation can be converted into the search for preferred planes and determination of preferred separating bodies. The organic combination of the deterministic model and the indeterministic model can be realized by applying the systems engineering principle and the research model and method of reliability analysis in the quantitative evaluation and prediction of rock slope stability. Finally, the paper presents the case studies of slopes of the Yangtze Gorge Project and the Ma'anshan openpit mine.  相似文献   

1989 Datong-Yanggao Earthquake with Ms=6.1     

Liu Wei  An Weiping  Zhao XinpmgSetomological Bureau of Shanxi Province  Taiyuan  China 《中国地震研究》1994,(3)

In this paper,the basic conditions and characteristics of the Datong-Yanggao earthquake are described in detail.The type of the earthquake,the aftershock activity,the earthquake trend,the characteristics of damage are analyzed and discussed.This earthquake belongs to a sequence of earthquake swarm type and is of the concentratedly occurring characteristics of several main shocks in a time sequence,and the aftershock activity was normally attenuated.Because of the unreasonable design of buildings and repeated vibration by several destructive main shocks within a short period,the damage in the high intensity region was aggravated.The analysis and the prediction procedure of the 1991 Datong-Yanggao earthquake(Ms=5.8)are also briefly given.  相似文献   

江汉平原渍涝灾害遥感的初步研究   总被引：2，自引：0，他引：2       下载免费PDF全文

喻光明 《水科学进展》1994,5(1):64-70

提出了采用遥感技术与地理信息系统结合研究渍涝灾害的方案,其内容包括:(1)信息源选择与信息处理1(2)清访机理与灾情分析;(3)灾情预报与防治决策.讨论了实施技术系统的基本功能:(1)图像与数据处理1(2)基本信息的提取与分析,(3)损失分析模型与预报模型.作为本方案论证的一部分,还介绍了笔者近期在这一领域中的部分研究成果.  相似文献   

江汉平原农田渍害机理研究^*   总被引：4，自引：0，他引：4  

喻光明 《地理研究》1993,12(3):37-44

本文提出了江汉平原的渍害标准,并从地表水动态,地下水动态、微地貌及垦殖与耕作等主导因子分析入手,探讨了江汉平原渍害的形成原因和形成过程,为渍害的诊断改造和利用提供了理论依据。  相似文献