基于证据权法的赣南稀土矿山地质环境评价_马伟

  本文关键词：基于证据权法的赣南稀土矿山地质环境评价，由笔耕文化传播整理发布。

2015年1月

第36卷 第1期: 103-110

地球学报.com

地 球 学 报 Acta Geoscientica Sinica

Jan. 2015

Vol.36No.1: 103-110

基于证据权法的赣南稀土矿山地质环境评价

马 伟1, 4), 徐素宁2), 王润生3)*, 赵珍梅4), 文元亮4)

3)中国国土资源航空物探遥感中心, 北京 100083; 4)中国冶金地质总局矿产资源研究院, 北京 100025 摘 要: 为了解决矿山地质环境评价研究中指标权值计算和评价分级具有较大主观性的问题, 本文发展了一种基于证据权法的矿山地质环境评价模式, 利用GIS的空间分析功能, 提取矿产开发活动、坡度、坡向、高程、构造、植被覆盖度6类地质环境评价指标, 运用证据权法计算指标权值。结合条件独立性检验结果, 优选评价指标并计算后验概率。采用后验概率面积频率法对赣南稀土矿山地质环境进行综合评价分级。结果表明, 研究区内地质环境差区域主要分布在其东南部和西部; 矿产开发活动是影响研究区内地质环境质量最主要的因素。采用效率曲线法对模型验证, 正确率和预测率分别为90.1%和89.5%。证据权法能够有效避免主观因素干扰, 评价结果客观, 具有可重现性, 适用于矿山地质环境质量评价。 关键词: 证据权法; GIS; 矿山地质环境; 评价

中图分类号: X141; O241 文献标志码: A doi: 10.3975/cagsb.2015.01.12

1)中国地质大学(北京), 北京 100083; 2)中国地质环境监测院, 北京 100081;

Geo-environmental Quality Assessment of Rare-earth Mines in Southern

Jiangxi Province Using Weights-of-evidence Modeling

MA Wei1, 4), XU Su-ning2), WANG Run-sheng3)*, ZHAO Zhen-mei4), WEN Yuan-liang4)

1) China University of Geosciences(Beijing), Beijing 100083;

2) China Geological Environmental Monitoring Institute, Beijing 100081;

3) China Aero Geophysical Survey and Remote Sensing Center for Land and Resources, Beijing 100083; 4) Institute of Mineral Resources Research, China Metallurgical Geology Bureau, Beijing 100025

Abstract: To overcome arbitrariness and subjectivity of the weight calculation and classification in the assessment method used widely for mine geological environment at present, this paper attempts to introduce weights-of-evidence modeling into the study of mine geological environment assessment. Six evidence themes related to mine geological environment, i.e., mining development, slope, aspect, altitude, geological structure and vegetation fraction, were generated using geographical information system (GIS) spatial analysis techniques. Weights-of-evidence modeling was applied to calculating weights for each evidential theme, and conditional independence was tested to assist the acceptance or rejection of evidential themes as predictors. Predictor themes were combined to create the posterior probability map. The assessment of geological environment in the south of Jiangxi Province for the rare-earth mine was accomplished using Cumulative Area-Posterior Probability method. The results show that the regions with poor geological environment are mainly distributed in the southeastern and western parts of the study area. It is shown that mining development has the greatest effect on the geological environment of the study area. The efficiency curves were used to validate the model. The validation showed a high success rate (90.1%) and prediction rate (89.5%). The analysis indicates that the weights-of-evidence modeling can avoid the influence of subjective judgment effectively. The modeling has a good reproducibility because of its objective nature and is useful in the assessment of mine geological environment.

本文由中国地质调查局地质矿产调查评价专项“典型矿山地质环境问题遥感调查与评价”(编号: 1212011220086)资助。 收稿日期: 2014-04-03; 改回日期: 2014-07-13。责任编辑: 魏乐军。

第一作者简介: 马伟, 男, 1984年生。博士研究生。主要从事资源与环境遥感研究工作。通讯地址: 100025, 北京市朝阳区姚家园路105

号。E-mail: mawei@。

*通讯作者: 王润生, 男, 1944年生。博士生导师。主要从事高光谱遥感、遥感数据处理及国土资源遥感方面的研究。

E-mail: agrsw2010@。

  本文关键词：基于证据权法的赣南稀土矿山地质环境评价，由笔耕文化传播整理发布。