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生态学杂志 ›› 2022, Vol. 41 ›› Issue (3): 603-609.doi: 10.13292/j.1000-4890.202202.008

• 技术与方法 • 上一篇    下一篇

基于高光谱遥感的排土场植被覆盖与植物多样性分析

许木桑1,2,雷少刚1,3*,杨星晨1,宫传刚1,赵义博1,卢晓光3   

  1. (1中国矿业大学矿山生态修复教育部工程研究中心, 江苏徐州 221116; 2中国矿业大学公共管理学院, 江苏徐州 221116;3山东省煤田地质局第二勘探队山东省采煤塌陷地和采空区治理工程研究中心, 山东济宁 272000)
  • 出版日期:2022-03-10 发布日期:2022-03-11

Analysis of vegetation coverage and diversity of dump based on hyperspectral remote sensing.

XU Mu-sang1,2, LEI Shao-gang1,3*, YANG Xing-chen1, GONG Chuan-gang1, ZHAO Yi-bo1, LU Xiao-guang3   

  1. (1Engineering Research Center of Ministry of Education for Mine Ecological Restoration, China University of Mining and Technology, Xuzhou 221116, Jiangsu, China; 2School of Public Policy & Management, China University of Mining and Technology, Xuzhou 221116, Jiangsu, China; 3The Second Exploration Team of Shandong Coalfield Geology Bureau, Shandong Research Center of Coal Mining Subsidence and Goaf Management Engineering, Jining 272000, Shandong, China).
  • Online:2022-03-10 Published:2022-03-11

摘要: 排土场作为矿区的典型扰动斑块,属于矿区生态修复的重点对象。研究人为重建的排土场生态系统物种多样性情况,分析不同坡度下植被覆盖度和植物配置,可为排土场的植被重建工程提供植物物种筛选依据和配置方案。本文以宝日希勒煤矿外排土场北坡为研究区,运用无人机高光谱遥感技术获取研究区影像,结合野外实测手段建立矿区典型植物光谱库,采用光谱角法实现研究区植物类型分布制图及多样性分析。结果表明:(1)研究区由单一科植物演替成15科28属32种植物,多年生草本植物取代一、二年生草本先锋植物地位。(2)菊科、豆科、蔷薇科和禾本科在重建排土场生态系统中占主要地位,与周边自然草原主要植物科一致,植物演替朝着正向进行。(3)研究区以中、良植被覆盖类型为主,优植被覆盖类型在III坡度等级(5°~15°)分布优势显著,地形面积差异修正系数k为1.11。(4)14°~15°坡度范围适宜植物生长且植物配置为糙隐子草(29%)+灰绿藜(28%)+多头麻花头(20%)+斜茎黄芪(15%)+苦苣菜(6%)时,植被覆盖度最优,可达到较好的生态恢复效果。本研究为矿区排土场地形塑造、重建植物的筛选和配置提供了一定的科学依据。

关键词: 排土场, 高光谱影像, 植物演替, 物种多样性

Abstract: As a typical disturbed patch in the mining area, dump is a key object of ecological restoration in the mining area. Studying species diversity of artificially reconstructed dump ecosystem and analyzing vegetation coverage and configuration under different slopes can provide reference for plant species selection and configuration scheme for the vegetation reconstruction project in dumping site. With the north slope of Baorixile coal mine dump as the research area, we used UAV hyperspectral remote sensing technology to obtain images. Combined field measurements, we established a typical vegetation spectrum library. We used the spectral angle method to realize the mapping of vegetation type distribution and diversity analysis. The results showed that: (1) The plant community had succeeded from one with species from single-family to that with 15 families, 28 genera, and 32 species. Perennial herbs replaced annual or biennial herbaceous pioneer species. (2) Asteraceae, Leguminosae, Rosaceae, and Gramineae played a major role in vegetation reconstruction, which is consistent with the main plant families of the surrounding natural grassland, showing a forward succession. (3) Vegetation coverage of the study area was mainly at medium and good levels. Excellent vegetation coverage types had a significant distribution advantage on slope III (5°-15°), with a correction coefficient (k) of terrain area difference of 1.11. (4) The slope range of 14°-15° was suitable for plant growth. When the configuration was Cleistogenes squarrosa (29%) +Chenopodium glaucum (28%) + Serratula polycephala (20%) +Astragalus adsurgens (15%) +Sonchus oleraceus (6%), vegetation coverage was the best, which could achieve a better ecological restoration effect. This study provides scientific basis for the terrain shaping, plant species selection, and configuration of mining dumps.

Key words: dump, hyperspectral image, vegetation succession, species diversity.