煤炭工程 ›› 2025, Vol. 57 ›› Issue (1): 195-202.doi: 10.11799/ce202501027

• 研究探讨 • 上一篇    下一篇

基于遥感生态指数的淮南矿区生态环境质量变化分析

徐燕飞,胡振琪,陈永春,等   

  1. 1. 平安煤炭开采工程技术研究院有限责任公司
    2. 中国矿业大学(北京)土地复垦与生态重建研究所
    3.
    4. 中国矿业大学
  • 收稿日期:2024-10-01 修回日期:2024-12-24 出版日期:2025-01-10 发布日期:2025-03-03
  • 通讯作者: 胡振琪 E-mail:huzq1963@163.com

Analysis of ecological environment quality change in Huainan mining area based on remote sensing ecological index

  • Received:2024-10-01 Revised:2024-12-24 Online:2025-01-10 Published:2025-03-03

摘要: 为系统监测淮南矿区采煤沉陷积水区土地复垦与生态修复工程实施成效,采用2016—2024年间Landsat系列卫星遥感影像数据进行多维度评估。首先基于随机森林分类算法实现研究区主要地表覆被类型的高精度提取|继而通过遥感生态指数(RSEI)模型量化各年份生态环境质量综合指数,并采用0.2阈值间隔的截断分级法进行生态质量等级划分。研究结果表明:矿区耕地生态环境质量维持稳定,而沉陷积水区则呈现显著生态退化特征;2016—2024年间,淮南矿区的生态环境质量整体呈下降趋势,特别是在积水区域,这种变化更加显著;空间异质性分析揭示,城镇建设扩张、采矿活动扰动及地表形变引发的积水区扩展是导致生态质量空间分异的关键驱动因素;基于矿井单元的空间异质性评估表明,朱集东矿、丁集矿、潘四东井和顾桥矿等4个矿井单元在工程干预下维持相对优良的生态质量水平。研究为矿区生态修复工程绩效评估提供了科学方法支撑。

关键词: 矿区复垦, 生态修复, 采煤沉陷区, RSEI, Landsat 9

Abstract: The long-term coal mining activities in the Huainan Mining Area have played a significant role in ensuring the energy supply and promoting economic development of the local and surrounding regions. However, the ecological and environmental issues such as vegetation destruction and land damage that have arisen have also attracted high attention from relevant departments. With the continuous deepening of ecological civilization construction, the ecological restoration of coal mining areas has gradually become an urgent environmental governance task. Since 2016, the Huainan Mining Area has carried out land reclamation and ecological restoration projects for coal mining subsidence water accumulation areas. To effectively monitor the land reclamation effects of these projects, this study selected Landsat series remote sensing images from 2016 to 2024. The study first used a random forest classifier to extract the main types of land cover in the study area; then, the Remote Sensing Ecological Index (RSEI) model was applied to calculate the comprehensive ecological quality index for each year, and the natural break method was used to grade the ecological quality. The results show that the cultivated land areas within the Huainan Mining Area generally perform well in terms of ecological quality, while the water-accumulated areas have relatively poor ecological quality. From 2016 to 2024, the overall ecological quality of the Huainan Mining Area has shown a downward trend, especially in the water-accumulated areas, where this change is more pronounced. Urban and mining area construction activities, as well as ground subsidence and water expansion caused by coal mining, are the main reasons for the differences in ecological quality and its changes in the mining area. Analyzing the ecological environment quality by mine unit reveals that Zhuji Dong Mine, Dingji Mine, Pan Si Dong Well, and Guqiao Mine are four mines with relatively good ecological environment quality.