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Assessing Land-Cover Change Trends, Patterns, and Transitions in Coalfield Counties of Eastern Kentucky, USA

Author

Listed:
  • Suraj K C

    (College of Agriculture, Health and Natural Resources, Kentucky State University, 400 E. Main Street, Frankfort, KY 40601, USA)

  • Buddhi R. Gyawali

    (College of Agriculture, Health and Natural Resources, Kentucky State University, 400 E. Main Street, Frankfort, KY 40601, USA)

  • Shawn Lucas

    (College of Agriculture, Health and Natural Resources, Kentucky State University, 400 E. Main Street, Frankfort, KY 40601, USA)

  • George F. Antonious

    (College of Agriculture, Health and Natural Resources, Kentucky State University, 400 E. Main Street, Frankfort, KY 40601, USA)

  • Anuj Chiluwal

    (College of Agriculture, Health and Natural Resources, Kentucky State University, 400 E. Main Street, Frankfort, KY 40601, USA)

  • Demetrio Zourarakis

    (Martin-Gatton College of Agriculture, Food and Environment, University of Kentucky, 1405 Veterans Dr, Lexington, KY 40503, USA)

Abstract

Surface coal mining and reclamation have greatly reshaped eastern Kentucky’s landscape affecting its socioeconomic, environmental and climatic aspects. This study examined the land-cover changes, trends and patterns in Floyd, Knott, Letcher, Magoffin, Martin, Perry, and Pike counties from 2004 to 2019. Using a random forest classifier, land cover was categorized into seven major classes, i.e., water, barren land, developed land, forest, shrubland, herbaceous, and planted/cultivated, majorly based on Landsat images. The Kappa accuracy ranged from 75 to 89%. The results showed a notable increase in forest area from 5052 sq km to 5305 sq km accompanied by a substantial decrease in barren land from 179 sq km to 91 sq km from 2004 to 2019. These findings demonstrated that reclamation activities positively impacted the forest expansion and reduced the barren land of the study area. Key land-cover transitions included barren land to shrubland/herbaceous, forest to shrubland, and shrubland to forest, indicating vegetation growth from 2004 to 2019. An autocorrelation analysis indicated similar land-cover types clustered together, showing effective forest restoration efforts. As surface coal mining and reclamation significantly influenced the landscapes of the coalfield counties in eastern Kentucky, this study provides a holistic perspective for understanding the repercussions of these transformations, including their effects on humans, society, and environmental health.

Suggested Citation

  • Suraj K C & Buddhi R. Gyawali & Shawn Lucas & George F. Antonious & Anuj Chiluwal & Demetrio Zourarakis, 2024. "Assessing Land-Cover Change Trends, Patterns, and Transitions in Coalfield Counties of Eastern Kentucky, USA," Land, MDPI, vol. 13(9), pages 1-26, September.
    • Handle: RePEc:gam:jlands:v:13:y:2024:i:9:p:1541-:d:1483493
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    References listed on IDEAS

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    1. Ashebir WoldeYohannes & Marc Cotter & Girma Kelboro & Wubneshe Dessalegn, 2018. "Land Use and Land Cover Changes and Their Effects on the Landscape of Abaya-Chamo Basin, Southern Ethiopia," Land, MDPI, vol. 7(1), pages 1-17, January.
    2. Jing Guan & Peng Yu, 2021. "Does Coal Mining Have Effects on Land Use Changes in a Coal Resource-Based City? Evidence from Huaibei City on the North China Plain," IJERPH, MDPI, vol. 18(21), pages 1-14, November.
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