A nonlinear modeling and forecasting system of earth fractures based on coupling of artificial neural network and geographical information system - exemplified by earth fractures in Yuci City, Shanxi, China

被引：13

作者：

Wu, Q ^{[1
]}

Ye, SY ^{[1
]}

Wu, X ^{[1
]}

Chen, PP ^{[1
]}

机构：

[1] China Univ Min & Technol, Beijing 100083, Peoples R China

来源：

ENVIRONMENTAL GEOLOGY | 2003年 / 45卷 / 01期

关键词：

earth fracture; nonlinear simulation; geohazard; ANN; GIS; China;

D O I：

10.1007/s00254-003-0865-3

中图分类号：

X [环境科学、安全科学];

学科分类号：

08 ; 0830 ;

摘要：

Earth fracturing or fissuring is a natural phenomenon and a major geohazard in many countries. The factors that cause the earth to fracture were analyzed in Yuci City, in Shanxi Province of China using the geographical information system (GIS). A nonlinear simulation and assessment model of earth fracturing was established using the artificial neural network (ANN) technology to simulate the structure and function of the neural network (NN) of the human brain with engineering technology. The developed nonlinear modeling and forecasting system was used to assess and forecast the earth fracture hazard in Yuci City. The results of this study provided useful and essential information for scientific policy-making in the areas of city planning, environmental protection, and land development.

引用

页码：124 / 131

页数：8