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Impact of Land Cover Change on a Typical Mining Region and Its Ecological Environment Quality Evaluation Using Remote Sensing Based Ecological Index (RSEI)

Author

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  • Huan Tang

    (Department of Civil Engineering, Tongling University, Tongling 244061, China)

  • Jiawei Fang

    (Department of Civil Engineering, Tongling University, Tongling 244061, China)

  • Ruijie Xie

    (Tongling Seismic Station, Tongling 244061, China)

  • Xiuli Ji

    (Anhui Zhonghui Urban Planning Survey & Design Institute Company Limited, Tongling 244061, China)

  • Dayong Li

    (Department of Civil Engineering, Tongling University, Tongling 244061, China)

  • Jing Yuan

    (Department of Civil Engineering, Tongling University, Tongling 244061, China
    Department of Building, Civil, and Environmental Engineering, Concordia University, Montreal, QC H3G 1M8, Canada)

Abstract

Ecological environment in mining cities has become an important part of ecological construction. This paper takes Tongling, a mining city, as the research area, and uses Landsat series remote sensing images from 2000 to 2020 as data sources. Using the principal component analysis method and the Remote Sensing Ecological Index (RSEI) integrated with four indexes of greenness, humidity, dryness, and heat, the ecological disturbance of the mining area was evaluated and studied. Meanwhile, the land cover spatiotemporal classification of Tongling city was extracted by the maximum likelihood method. Furthermore, landscape metrics were used, based on the information on open-pit mining areas, to quantitatively analyze the ecological environment quality and its change characteristics in the study area. The results show that (1) RSEI can better characterize the ecological quality of Tongling city, greenness and humidity are positively correlated with it, dryness and heat are negatively correlated with it, and dryness and RSEI have the highest correlation coefficient, indicating that urban expansion will cause ecological environment deterioration to a certain extent. (2) The ecological environment quality of the research area showed a “decline-rising” trend, and the mean value of RSEI decreased from 0.706 to 0.644. Spatially, the areas with poor RSEI are mainly distributed in the central urban area and the open-pit mining area in the south. (3) Land cover change leads to changes in landscape metrics, and most landscape-level metrics are positively or negatively correlated with RSEI. The more concentrated the land cover type distribution is, the smaller the change is, and the more regional RSEI can be improved. (4) The mean value of RESI of the ten open-pit mining areas in Tongling city decreased significantly, with a maximum decrease of 52.73%. Among them, the RESI decline rate in the area around the no.1 open pit mine is 0.034/year. The ecological degradation in Tongling city is attributed to the rapid expansion of built-up areas and the development of the mining industry. The research results can provide a scientific basis for protecting the ecological environment of mining cities.

Suggested Citation

  • Huan Tang & Jiawei Fang & Ruijie Xie & Xiuli Ji & Dayong Li & Jing Yuan, 2022. "Impact of Land Cover Change on a Typical Mining Region and Its Ecological Environment Quality Evaluation Using Remote Sensing Based Ecological Index (RSEI)," Sustainability, MDPI, vol. 14(19), pages 1-22, October.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:19:p:12694-:d:934730
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    1. Qizhi Wang & Maofang Gao & Huijie Zhang, 2022. "Agroecological Efficiency Evaluation Based on Multi-Source Remote Sensing Data in a Typical County of the Tibetan Plateau," Land, MDPI, vol. 11(4), pages 1-24, April.
    2. Shang, Delei & Yin, Guangzhi & Li, Xiaoshuang & Li, Yaoji & Jiang, Changbao & Kang, Xiangtao & Liu, Chao & Zhang, Chi, 2015. "Analysis for Green Mine (phosphate) performance of China: An evaluation index system," Resources Policy, Elsevier, vol. 46(P2), pages 71-84.
    3. Haidong Yu & Juanjuan Zhao, 2020. "The Impact of Environmental Conditions on Urban Eco-Sustainable Total Factor Productivity: A Case Study of 21 Cities in Guangdong Province, China," IJERPH, MDPI, vol. 17(4), pages 1-21, February.
    4. Vesna Popović & Jelena Živanović Miljković & Jonel Subić & Andrei Jean-Vasile & Nedelcu Adrian & Eugen Nicolăescu, 2015. "Sustainable Land Management in Mining Areas in Serbia and Romania," Sustainability, MDPI, vol. 7(9), pages 1-21, August.
    5. Ju, Weimin & Gao, Ping & Wang, Jun & Zhou, Yanlian & Zhang, Xuehui, 2010. "Combining an ecological model with remote sensing and GIS techniques to monitor soil water content of croplands with a monsoon climate," Agricultural Water Management, Elsevier, vol. 97(8), pages 1221-1231, August.
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    8. Linye Zhu & Yonggui Zhang & Kewen Chen & Qiang Liu & Wenbin Sun, 2023. "Exploring Land-Cover Types and Their Changes in the Open-Pit Mining Area of Ordos City Using Sentinel-2 Imagery," Sustainability, MDPI, vol. 15(19), pages 1-14, September.
    9. Haobei Liu & Qi Wang & Na Liu & Hengrui Zhang & Yifei Tan & Zhe Zhang, 2023. "The Impact of Land Use/Cover Change on Ecological Environment Quality and Its Spatial Spillover Effect under the Coupling Effect of Urban Expansion and Open-Pit Mining Activities," Sustainability, MDPI, vol. 15(20), pages 1-24, October.

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