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Evaluation of Surface Crack Development and Soil Damage Based on UAV Images of Coal Mining Areas

Author

Listed:
  • Fan Zhang

    (School of Geoscience and Surveying Engineering, China University of Mining and Technology, Beijing 100083, China)

  • Zhenqi Hu

    (School of Environment Science and Spatial Informatics, China University of Mining and Technology, Xuzhou 221116, China)

  • Yusheng Liang

    (School of Geoscience and Surveying Engineering, China University of Mining and Technology, Beijing 100083, China)

  • Quanzhi Li

    (School of Geoscience and Surveying Engineering, China University of Mining and Technology, Beijing 100083, China)

Abstract

Coal mining is necessary for the development of society but at the same time causes ecological damage that must also be repaired based on science. In the arid and semi-arid regions of northwest China, surface cracks are one of the major geo-environmental problems caused by coal mining, and studies are urgently needed to determine how to effectively repair them in a scientific manner. The rapid development of unmanned aerial vehicle (UAV) remote sensing technology in recent years has resulted in a good source of data for acquiring feature information on surface cracks. Existing studies mainly focus on high-precision crack extraction methods, and there are few studies on the methods for evaluating cracks. However, clarifying the degree of cracks requiring repair and what repair measures are required through scientific and reasonable evaluation methods is necessary to formulate effective crack repair and land reclamation plans. Given these considerations, in this study, the degree of both crack development and soil damage were evaluated based on the crack extraction results of UAV images. Based on the results of indoor experiments and field measurements, the grading criteria for the degree of crack development and soil damage were constructed. Crack density was used as the evaluation index for the degree of crack development (slight: <0.4%, moderate: 0.4–2%, severe: >2%). The distance between soil and cracks was the basis of the evaluation index for the soil damage degree (severe damage area: <0.6 m; slight damage area: 0.6–1.2 m; no obvious damage area: >1.2 m). Through the results from evaluating the degree of both crack development and soil damage in the study area, it was found that the degree of crack development was mainly moderate and located in the northern crack zone of the study area, with the cracks and damaged soil showing a striped pattern in the east-west direction. Combining the evaluation results of crack development and soil damage, the ecological restoration model of “natural restoration + crack filling + water supplementing + vegetation planting” is proposed. We conclude that crack repair should be applied in areas where moderate and severe cracks have developed, whereas soil repair should target the soil within 1.2 m of the cracks in the above area. This study is the first attempt to construct and evaluate the classification criteria of crack development degree and soil damage degree from the perspective of cracks and soil, and the results are of guiding significance for land reclamation in mining areas.

Suggested Citation

  • Fan Zhang & Zhenqi Hu & Yusheng Liang & Quanzhi Li, 2023. "Evaluation of Surface Crack Development and Soil Damage Based on UAV Images of Coal Mining Areas," Land, MDPI, vol. 12(4), pages 1-18, March.
    • Handle: RePEc:gam:jlands:v:12:y:2023:i:4:p:774-:d:1111066
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    References listed on IDEAS

    as
    1. Yaokun Fu & Jianxuan Shang & Zhenqi Hu & Pengyu Li & Kun Yang & Chao Chen & Jiaxin Guo & Dongzhu Yuan, 2021. "Ground Fracture Development and Surface Fracture Evolution in N00 Method Shallowly Buried Thick Coal Seam Mining in an Arid Windy and Sandy Area: A Case Study of the Ningtiaota Mine (China)," Energies, MDPI, vol. 14(22), pages 1-18, November.
    2. Jiaxin Mi & Yongjun Yang & Huping Hou & Shaoliang Zhang & Zhongyi Ding & Yifei Hua, 2022. "Impacts of Ground Fissures on Soil Properties in an Underground Mining Area on the Loess Plateau, China," Land, MDPI, vol. 11(2), pages 1-13, January.
    3. Yusheng Liang & Fan Zhang & Kun Yang & Zhenqi Hu, 2022. "A Surface Crack Damage Evaluation Method Based on Kernel Density Estimation for UAV Images," Sustainability, MDPI, vol. 14(23), pages 1-17, December.
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    Cited by:

    1. Quanzhi Li & Zhenqi Hu & Fan Zhang & Yanwen Guo & Yusheng Liang, 2024. "A Study on Historical Big Data Analysis of Surface Ecological Damage in the Coal Mining Area of Lvliang City Based on Two Mining Modes," Land, MDPI, vol. 13(9), pages 1-27, September.

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