Lifan Zhang, Yanling Zhao, He Ren, Wu Xiao, Zhibin Li
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This study employed Landsat time series imagery combined with BFAST change detection algorithm to evaluate the vegetation resilience of two reclaimed coal waste dumps, the North coal waste dump (NCWD) and the South coal waste dump (SCWD), in a typical arid and semi-arid mining area in China, focusing on both resistance and recovery rate. The results viewed that all pixels across both dumps experienced 2–5 breakpoints from 2013 to 2021. Compared to the NCWD, the SCWD exhibited fewer breakpoints overall. 86.11% and 93.31% of pixels in NCWD and SCWD, respectively, can be effectively recovered after a long-term drought. However, the recovery rate was generally low, primarily concentrated in 0–0.002, highlighting the negative impact of extreme drought events on vegetation restoration. Vegetation resilience exhibited a distinct spatial distribution influenced by terrain characteristics. Generally, steeper slope, higher elevation, and windward direction (N-W) were associated with lower vegetation resistance. Besides, vegetation status before severe drought significantly influenced the vegetation resilience. The NDVI before drought events were positively correlated to the recovery rate of NCWD (<i>r</i> = 0.318, <i>p</i> < 0.01) and SCWD (<i>r</i> = 0.301, <i>p</i> < 0.01), respectively. It was also observed the positive effect of artificial management on vegetation resilience of coal waste dumps, as shown by the superiority of SCWD to NCWD in terms of resistance and recovery rate. Our research provided valuable reference for land reclamation and post-reclamation management measure of coal waste dumps in arid and semi-arid mining areas.</p>\n </div>","PeriodicalId":203,"journal":{"name":"Land Degradation & Development","volume":"36 5","pages":"1724-1735"},"PeriodicalIF":3.7000,"publicationDate":"2025-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Vegetation Resilience Evaluation of Coal Waste Dumps After Reclamation in Arid and Semi-Arid Mining Areas Based on Temporal Satellite Imagery\",\"authors\":\"Lifan Zhang, Yanling Zhao, He Ren, Wu Xiao, Zhibin Li\",\"doi\":\"10.1002/ldr.5460\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div>\\n \\n <p>Open-pit mine waste dumps often exhibit unstable ecological recovery due to the limitations of artificial reconstruction process, despite undergoing land reclamation efforts. Especially in arid and semi-arid mining regions, where harsh climatic conditions and drought events often occur, exacerbating the vulnerability of vegetation to degradation and hinder restoration efforts. Therefore, it is crucial to conduct continuous monitoring to ensure the stability of vegetation restoration and succession of coal waste dumps after reclamation. This study employed Landsat time series imagery combined with BFAST change detection algorithm to evaluate the vegetation resilience of two reclaimed coal waste dumps, the North coal waste dump (NCWD) and the South coal waste dump (SCWD), in a typical arid and semi-arid mining area in China, focusing on both resistance and recovery rate. The results viewed that all pixels across both dumps experienced 2–5 breakpoints from 2013 to 2021. Compared to the NCWD, the SCWD exhibited fewer breakpoints overall. 86.11% and 93.31% of pixels in NCWD and SCWD, respectively, can be effectively recovered after a long-term drought. However, the recovery rate was generally low, primarily concentrated in 0–0.002, highlighting the negative impact of extreme drought events on vegetation restoration. Vegetation resilience exhibited a distinct spatial distribution influenced by terrain characteristics. Generally, steeper slope, higher elevation, and windward direction (N-W) were associated with lower vegetation resistance. Besides, vegetation status before severe drought significantly influenced the vegetation resilience. The NDVI before drought events were positively correlated to the recovery rate of NCWD (<i>r</i> = 0.318, <i>p</i> < 0.01) and SCWD (<i>r</i> = 0.301, <i>p</i> < 0.01), respectively. It was also observed the positive effect of artificial management on vegetation resilience of coal waste dumps, as shown by the superiority of SCWD to NCWD in terms of resistance and recovery rate. 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引用次数: 0
摘要
露天矿排土场尽管进行了土地复垦,但由于人工重建过程的限制,往往表现出不稳定的生态恢复。特别是在干旱和半干旱矿区,那里经常发生恶劣的气候条件和干旱事件,加剧了植被退化的脆弱性,阻碍了恢复工作。因此,为确保煤矸石堆积场复垦后植被恢复演替的稳定性,开展连续监测至关重要。利用Landsat时间序列影像结合BFAST变化检测算法,对中国典型干旱半干旱矿区北部和南部两个再生煤矸石堆(NCWD)的植被恢复能力进行了评估,重点研究了其抵抗能力和恢复速度。结果显示,从2013年到2021年,两个转储的所有像素都经历了2-5个断点。与NCWD相比,SCWD总体上显示出更少的断点。NCWD和SCWD在长期干旱后能有效恢复像元的比例分别为86.11%和93.31%。但恢复速率总体较低,主要集中在0-0.002,凸显了极端干旱事件对植被恢复的负面影响。植被恢复力受地形特征的影响具有明显的空间分布特征。坡度越陡、海拔越高、向风方向(N-W)植被阻力越小。此外,严重干旱前植被状况对植被恢复力有显著影响。干旱前NDVI与NCWD恢复速率(r = 0.318, p < 0.01)和SCWD恢复速率(r = 0.301, p < 0.01)呈显著正相关。人工管理对煤矸石堆植被恢复力也有积极的影响,SCWD在抗逆性和回收率方面优于NCWD。本研究为干旱半干旱矿区煤矸石堆积场土地复垦及复垦后管理措施提供了有价值的参考。
Vegetation Resilience Evaluation of Coal Waste Dumps After Reclamation in Arid and Semi-Arid Mining Areas Based on Temporal Satellite Imagery
Open-pit mine waste dumps often exhibit unstable ecological recovery due to the limitations of artificial reconstruction process, despite undergoing land reclamation efforts. Especially in arid and semi-arid mining regions, where harsh climatic conditions and drought events often occur, exacerbating the vulnerability of vegetation to degradation and hinder restoration efforts. Therefore, it is crucial to conduct continuous monitoring to ensure the stability of vegetation restoration and succession of coal waste dumps after reclamation. This study employed Landsat time series imagery combined with BFAST change detection algorithm to evaluate the vegetation resilience of two reclaimed coal waste dumps, the North coal waste dump (NCWD) and the South coal waste dump (SCWD), in a typical arid and semi-arid mining area in China, focusing on both resistance and recovery rate. The results viewed that all pixels across both dumps experienced 2–5 breakpoints from 2013 to 2021. Compared to the NCWD, the SCWD exhibited fewer breakpoints overall. 86.11% and 93.31% of pixels in NCWD and SCWD, respectively, can be effectively recovered after a long-term drought. However, the recovery rate was generally low, primarily concentrated in 0–0.002, highlighting the negative impact of extreme drought events on vegetation restoration. Vegetation resilience exhibited a distinct spatial distribution influenced by terrain characteristics. Generally, steeper slope, higher elevation, and windward direction (N-W) were associated with lower vegetation resistance. Besides, vegetation status before severe drought significantly influenced the vegetation resilience. The NDVI before drought events were positively correlated to the recovery rate of NCWD (r = 0.318, p < 0.01) and SCWD (r = 0.301, p < 0.01), respectively. It was also observed the positive effect of artificial management on vegetation resilience of coal waste dumps, as shown by the superiority of SCWD to NCWD in terms of resistance and recovery rate. Our research provided valuable reference for land reclamation and post-reclamation management measure of coal waste dumps in arid and semi-arid mining areas.
期刊介绍:
Land Degradation & Development is an international journal which seeks to promote rational study of the recognition, monitoring, control and rehabilitation of degradation in terrestrial environments. The journal focuses on:
- what land degradation is;
- what causes land degradation;
- the impacts of land degradation
- the scale of land degradation;
- the history, current status or future trends of land degradation;
- avoidance, mitigation and control of land degradation;
- remedial actions to rehabilitate or restore degraded land;
- sustainable land management.