1. Ecological environment changes of mining areas around Nansi lake with remote sensing monitoring.
- Author
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Liu, Hu, Jiang, Yan, Misa, Rafal, Gao, Junhai, Xia, Mingyu, Preusse, Axel, Sroka, Anton, and Jiang, Yue
- Subjects
REMOTE sensing ,LAKES ,MINES & mineral resources ,COAL mining ,SUPPORT vector machines ,MINE closures ,ECOLOGICAL regions - Abstract
Underground mining activity has existed for more than 100 years in Nansi lake. Coal mining not only plays a supporting role in local social and economic development but also has a significant impact on the ecological environment in the region. Landsat series remote sensing data (1988~2019) are used to research the impact of coal mining on the ecological environment in Nansi lake. Then support vector machine (SVM) classifier is applied to extract the water area of the upstream lake from 1988 to 2019, and ecological environment and spatiotemporal variation characteristics are analyzed by Remote Sensing Ecology Index (RSEI). The results illustrate that the water area change is associated with annual precipitation. In terms of ecological quality, the area of poor ecological quality areas increased by 101.782 km
2 , while the area of good and excellent quality areas decreased by 218.988 km2 from 2009 to 2019. So compared with 2009, the ecological quality of the lake is worse in 2019, and then the reason for this change is due to large-scale underground mining. Therefore, the coal mines from the natural reserve may be closed or limited to the mining boundary for protecting the lake's ecological environment. [ABSTRACT FROM AUTHOR]- Published
- 2021
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