Assessment Algorithm for Plant Communities of Natural Biota in Areas of Mine Dust Deposition

The article presents an assessment algorithm for vegetation in areas of coal dust pollution. Two problems are solved: delineation of a dust pollution area by the Enhanced Coal Dust Index with data clustering; calculation of vegetation indexes in selected clusters for the vegetation analysis. Clustering used the Hill Climbing algorithm. The source data were Sentinel-2 imagery obtained during the spring and summer seasons. The algorithm was tested as a case-study of the mining area of the Urgal Coal Mine in the Khabarovsk Krai. The test data for a period one year long show the vegetation damage on drawing nearer the test mine area.

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Publication Details

Journal
Journal of Mining Science
Published
2025-06-01
DOI
https://doi.org/10.1134/s1062739125030196
Primary Topic
Environmental Sustainability and Technology
Type
article
Field-Weighted Citation Impact
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article

Assessment Algorithm for Plant Communities of Natural Biota in Areas of Mine Dust Deposition

Journal of Mining Science
Environmental Sustainability and Technology
article

Assessment Algorithm for Plant Communities of Natural Biota in Areas of Mine Dust Deposition

article en

Abstract

The article presents an assessment algorithm for vegetation in areas of coal dust pollution. Two problems are solved: delineation of a dust pollution area by the Enhanced Coal Dust Index with data clustering; calculation of vegetation indexes in selected clusters for the vegetation analysis. Clustering used the Hill Climbing algorithm. The source data were Sentinel-2 imagery obtained during the spring and summer seasons. The algorithm was tested as a case-study of the mining area of the Urgal Coal Mine in the Khabarovsk Krai. The test data for a period one year long show the vegetation damage on drawing nearer the test mine area.

Journal of Mining ScienceVol. 61(3)
Russian Academy of Sciences (RU), Research Institute of Comprehensive Exploitation of Mineral Resources (RU), Institute of Mining (RU), Computing Center (RU)
Life in Land
Openalex Percentile: Top 37%
Environmental Sustainability and Technology
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