IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i12p7374-d840360.html
   My bibliography  Save this article

Changes of SOC Content in China’s Shendong Coal Mining Area during 1990–2020 Investigated Using Remote Sensing Techniques

Author

Listed:
  • Xuting Yang

    (College of Geomatics, Xi’an University of Science and Technology, Xi’an 710054, China
    Ministry of Nature Resources, Key Laboratory of Coal Resources Exploration and Comprehensive Utilization, Xi’an 710021, China)

  • Wanqiang Yao

    (College of Geomatics, Xi’an University of Science and Technology, Xi’an 710054, China
    Ministry of Nature Resources, Key Laboratory of Coal Resources Exploration and Comprehensive Utilization, Xi’an 710021, China)

  • Pengfei Li

    (College of Geomatics, Xi’an University of Science and Technology, Xi’an 710054, China
    Ministry of Nature Resources, Key Laboratory of Coal Resources Exploration and Comprehensive Utilization, Xi’an 710021, China)

  • Jinfei Hu

    (College of Geomatics, Xi’an University of Science and Technology, Xi’an 710054, China
    Ministry of Nature Resources, Key Laboratory of Coal Resources Exploration and Comprehensive Utilization, Xi’an 710021, China)

  • Hooman Latifi

    (Department of Photogrammetry and Remote Sensing, Faculty of Geodesy and Geomatics Engineering, K. N. Toosi University of Technology, Tehran 19967-15433, Iran
    Department of Remote Sensing, Institute of Geography and Geology, University of Wuerzburg, D-97074 Wuerzburg, Germany)

  • Li Kang

    (Ministry of Nature Resources, Key Laboratory of Coal Resources Exploration and Comprehensive Utilization, Xi’an 710021, China)

  • Ningjing Wang

    (College of Geomatics, Xi’an University of Science and Technology, Xi’an 710054, China)

  • Dingming Zhang

    (College of Geomatics, Xi’an University of Science and Technology, Xi’an 710054, China)

Abstract

Coal mining, an important human activity, disturbs soil organic carbon (SOC) accumulation and decomposition, eventually affecting terrestrial carbon cycling and the sustainability of human society. However, changes of SOC content and their relation with influential factors in coal mining areas remained unclear. In the study, predictive models of SOC content were developed based on field sampling and Landsat images for different land-use types (grassland, forest, farmland, and bare land) of the largest coal mining area in China (i.e., Shendong). The established models were employed to estimate SOC content across the Shendong mining area during 1990–2020, followed by an investigation into the impacts of climate change and human disturbance on SOC content by a Geo-detector. Results showed that the models produced satisfactory results (R 2 > 0.69, p < 0.05), demonstrating that SOC content over a large coal mining area can be effectively assessed using remote sensing techniques. Results revealed that average SOC content in the study area rose from 5.67 gC·kg −1 in 1990 to 9.23 gC·kg −1 in 2010 and then declined to 5.31 gC·Kg −1 in 2020. This could be attributed to the interaction between the disturbance of soil caused by coal mining and the improvement of eco-environment by land reclamation. Spatially, the SOC content of farmland was the highest, followed by grassland, and that of bare land was the lowest. SOC accumulation was inhibited by coal mining activities, with the effect of high-intensity mining being lower than that of moderate- and low-intensity mining activities. Land use was found to be the strongest individual influencing factor for SOC content changes, while the interaction between vegetation coverage and precipitation exerted the most significant influence on the variability of SOC content. Furthermore, the influence of mining intensity combined with precipitation was 10 times higher than that of mining intensity alone.

Suggested Citation

  • Xuting Yang & Wanqiang Yao & Pengfei Li & Jinfei Hu & Hooman Latifi & Li Kang & Ningjing Wang & Dingming Zhang, 2022. "Changes of SOC Content in China’s Shendong Coal Mining Area during 1990–2020 Investigated Using Remote Sensing Techniques," Sustainability, MDPI, vol. 14(12), pages 1-21, June.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:12:p:7374-:d:840360
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/12/7374/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/12/7374/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Yang Yu & Shen-En Chen & Ka-Zhong Deng & Peng Wang & Hong-Dong Fan, 2018. "Subsidence Mechanism and Stability Assessment Methods for Partial Extraction Mines for Sustainable Development of Mining Cities—A Review," Sustainability, MDPI, vol. 10(1), pages 1-21, January.
    2. Kerrylee Rogers & Jeffrey J. Kelleway & Neil Saintilan & J. Patrick Megonigal & Janine B. Adams & James R. Holmquist & Meng Lu & Lisa Schile-Beers & Atun Zawadzki & Debashish Mazumder & Colin D. Woodr, 2019. "Wetland carbon storage controlled by millennial-scale variation in relative sea-level rise," Nature, Nature, vol. 567(7746), pages 91-95, March.
    3. J. Leifeld & L. Menichetti, 2018. "The underappreciated potential of peatlands in global climate change mitigation strategies," Nature Communications, Nature, vol. 9(1), pages 1-7, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Meng Luo & Shengwei Zhang & Lei Huang & Zhiqiang Liu & Lin Yang & Ruishen Li & Xi Lin, 2022. "Temporal and Spatial Changes of Ecological Environment Quality Based on RSEI: A Case Study in Ulan Mulun River Basin, China," Sustainability, MDPI, vol. 14(20), pages 1-19, October.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Andrey Sirin & Maria Medvedeva & Vladimir Korotkov & Victor Itkin & Tatiana Minayeva & Danil Ilyasov & Gennady Suvorov & Hans Joosten, 2021. "Addressing Peatland Rewetting in Russian Federation Climate Reporting," Land, MDPI, vol. 10(11), pages 1-17, November.
    2. Kate Dooley & Ellycia Harrould‐Kolieb & Anita Talberg, 2021. "Carbon‐dioxide Removal and Biodiversity: A Threat Identification Framework," Global Policy, London School of Economics and Political Science, vol. 12(S1), pages 34-44, April.
    3. Sari, Dwi Amalia & Margules, Chris & Lim, Han She & Widyatmaka, Febrio & Sayer, Jeffrey & Dale, Allan & Macgregor, Colin, 2021. "Evaluating policy coherence: A case study of peatland forests on the Kampar Peninsula landscape, Indonesia," Land Use Policy, Elsevier, vol. 105(C).
    4. Tiehu He & Weixin Ding & Xiaoli Cheng & Yanjiang Cai & Yulong Zhang & Huijuan Xia & Xia Wang & Jiehao Zhang & Kerong Zhang & Quanfa Zhang, 2024. "Meta-analysis shows the impacts of ecological restoration on greenhouse gas emissions," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    5. Shabnam Mehrnoor & Maryam Robati & Mir Masoud Kheirkhah Zarkesh & Forough Farsad & Shahram Baikpour, 2023. "Land subsidence hazard assessment based on novel hybrid approach: BWM, weighted overlay index (WOI), and support vector machine (SVM)," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 115(3), pages 1997-2030, February.
    6. Angelo F. Bernardino & Ana Carolina A. Mazzuco & Rodolfo F. Costa & Fernanda Souza & Margaret A. Owuor & Gabriel N. Nobrega & Christian J. Sanders & Tiago O. Ferreira & J. Boone Kauffman, 2024. "The inclusion of Amazon mangroves in Brazil’s REDD+ program," Nature Communications, Nature, vol. 15(1), pages 1-10, December.
    7. Michael Manton & Evaldas Makrickas & Piotr Banaszuk & Aleksander Kołos & Andrzej Kamocki & Mateusz Grygoruk & Marta Stachowicz & Leonas Jarašius & Nerijus Zableckis & Jūratė Sendžikaitė & Jan Peters &, 2021. "Assessment and Spatial Planning for Peatland Conservation and Restoration: Europe’s Trans-Border Neman River Basin as a Case Study," Land, MDPI, vol. 10(2), pages 1-27, February.
    8. Martin-Ortega, Julia & Young, Dylan M. & Glenk, Klaus & Baird, Andy J. & Jones, Laurence & Rowe, Edwin C. & Evans, Chris D. & Dallimer, Martin & Reed, Mark S., 2021. "Linking ecosystem changes to their social outcomes: Lost in translation," Ecosystem Services, Elsevier, vol. 50(C).
    9. Hagger, Valerie & Waltham, Nathan J. & Lovelock, Catherine E., 2022. "Opportunities for coastal wetland restoration for blue carbon with co-benefits for biodiversity, coastal fisheries, and water quality," Ecosystem Services, Elsevier, vol. 55(C).
    10. Artur Guzy & Agnieszka A. Malinowska, 2020. "Assessment of the Impact of the Spatial Extent of Land Subsidence and Aquifer System Drainage Induced by Underground Mining," Sustainability, MDPI, vol. 12(19), pages 1-28, September.
    11. Shufen Pang & Mazlinawati Abdul Majid & Hadinnapola Appuhamilage Chintha Crishanthi Perera & Mohammad Saydul Islam Sarkar & Jia Ning & Weikang Zhai & Ran Guo & Yuncheng Deng & Haiwen Zhang, 2024. "A Systematic Review and Global Trends on Blue Carbon and Sustainable Development: A Bibliometric Study from 2012 to 2023," Sustainability, MDPI, vol. 16(6), pages 1-31, March.
    12. Mary Bryan Barksdale & Christopher J. Hein & Matthew L. Kirwan, 2023. "Shoreface erosion counters blue carbon accumulation in transgressive barrier-island systems," Nature Communications, Nature, vol. 14(1), pages 1-6, December.
    13. Ricardo Moffat & Cristian Caceres & Eugenia Tapia, 2021. "Rock Pillar Design Using a Masonry Equivalent Numerical Model," Energies, MDPI, vol. 14(4), pages 1-16, February.
    14. Kendall Valentine & Ellen R. Herbert & David C. Walters & Yaping Chen & Alexander J. Smith & Matthew L. Kirwan, 2023. "Climate-driven tradeoffs between landscape connectivity and the maintenance of the coastal carbon sink," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    15. Alex C Valach & Kuno Kasak & Kyle S Hemes & Tyler L Anthony & Iryna Dronova & Sophie Taddeo & Whendee L Silver & Daphne Szutu & Joseph Verfaillie & Dennis D Baldocchi, 2021. "Productive wetlands restored for carbon sequestration quickly become net CO2 sinks with site-level factors driving uptake variability," PLOS ONE, Public Library of Science, vol. 16(3), pages 1-22, March.
    16. Ignacio Perez Dominguez & Thomas Fellmann & Peter Witzke & Franz Weiss & Jordan Hristov & Mihaly Himics & Jesus Barreiro-Hurle & Manuel Gomez Barbero & Adrian Leip, 2020. "Economic assessment of GHG mitigation policy options for EU agriculture: A closer look at mitigation options and regional mitigation costs (EcAMPA 3)," JRC Research Reports JRC120355, Joint Research Centre.
    17. Elena A. Mikhailova & Hamdi A. Zurqani & Christopher J. Post & Mark A. Schlautman & Gregory C. Post, 2021. "Soil Diversity (Pedodiversity) and Ecosystem Services," Land, MDPI, vol. 10(3), pages 1-34, March.
    18. Yu Xin & Linhui Ji & Zihao Wang & Kun Li & Xiaoya Xu & Dufa Guo, 2022. "Functional Diversity and CO 2 Emission Characteristics of Soil Bacteria during the Succession of Halophyte Vegetation in the Yellow River Delta," IJERPH, MDPI, vol. 19(19), pages 1-19, October.
    19. Shane Orchard & Kenneth F. D. Hughey & Richard Measures & David R. Schiel, 2020. "Coastal tectonics and habitat squeeze: response of a tidal lagoon to co-seismic sea-level change," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 103(3), pages 3609-3631, September.
    20. Angela Maria D’Uggento & Alfonso Piscitelli & Nunziata Ribecco & Germana Scepi, 2023. "Perceived climate change risk and global green activism among young people," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 32(4), pages 1167-1195, October.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:14:y:2022:i:12:p:7374-:d:840360. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.