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Article

Vegetation Growth Changes and Their Constraining Effects on Ecosystem Services Under Ecological Restoration in the Shendong Mining Area

School of Surveying and Land Information Engineering, Henan Polytechnic University, Jiaozuo 454003, China
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Remote Sens. 2025, 17(10), 1674; https://doi.org/10.3390/rs17101674
Submission received: 25 March 2025 / Revised: 21 April 2025 / Accepted: 8 May 2025 / Published: 9 May 2025

Abstract

Under the ecological restoration project, the vegetation in the mining area shows a significant improvement trend. Exploring the causal relationship among the implementation of ecological restoration projects in mining areas, vegetation restoration, and the improvement of ecosystem service functions is of great significance for the current green development of coal mines. Therefore, in this study, we used the kernel Normalized Vegetation Index (kNDVI) to measure how vegetation growth has changed since ecological restoration projects began. Changes in four major ecosystem service functions, including soil conservation, net primary productivity (NPP), water yield, and habitat quality, were assessed before and after the restoration projects. The relationship between kNDVI and ecosystem services was further discussed by using the constraint line method. The results show the following: (1) Under the implementation of ecological restoration projects from 1994 to 2022, the annual vegetation growth rate in the mining area has progressively risen each year at a rate of 0.0046/a. Spatially speaking, 90.44% of the mining area had a substantial upward trend, indicating clear evidence of vegetation restoration. (2) Under the scientific ecological restoration of the mining areas, the total ecosystem service index increased from 0.41 in 1994 to 0.49 in 2022. The functions of ecosystem services have been enhanced to differing extents. (3) KNDVI’s constraint effect on the four ecosystem services changed dramatically before and after the ecological restoration effort. After the ecological restoration project, kNDVI’s constraint on ecosystem services decreased. (4) After restoration, the threshold value of kNDVI for maximizing the benefits of the four ecosystem services ranges from 0.1 to 0.2, and the constraint on the total ecosystem services reaches the threshold value of 0.225. This study employs more comprehensive data to examine the intricate relationship between environmental change and service function, which is crucial for the scientific management of ecological processes and facilitates the sustainable green development of mining areas.
Keywords: ecological restoration project; vegetation growth change; ecosystem services; nonlinear relationship; Shendong mining area ecological restoration project; vegetation growth change; ecosystem services; nonlinear relationship; Shendong mining area

Share and Cite

MDPI and ACS Style

Zhang, X.; Chen, Z.; Jiao, Y.; Cheng, Y.; Zhu, Z.; Wang, S.; Zhang, H. Vegetation Growth Changes and Their Constraining Effects on Ecosystem Services Under Ecological Restoration in the Shendong Mining Area. Remote Sens. 2025, 17, 1674. https://doi.org/10.3390/rs17101674

AMA Style

Zhang X, Chen Z, Jiao Y, Cheng Y, Zhu Z, Wang S, Zhang H. Vegetation Growth Changes and Their Constraining Effects on Ecosystem Services Under Ecological Restoration in the Shendong Mining Area. Remote Sensing. 2025; 17(10):1674. https://doi.org/10.3390/rs17101674

Chicago/Turabian Style

Zhang, Xufei, Zhichao Chen, Yiheng Jiao, Yiqiang Cheng, Zhenyao Zhu, Shidong Wang, and Hebing Zhang. 2025. "Vegetation Growth Changes and Their Constraining Effects on Ecosystem Services Under Ecological Restoration in the Shendong Mining Area" Remote Sensing 17, no. 10: 1674. https://doi.org/10.3390/rs17101674

APA Style

Zhang, X., Chen, Z., Jiao, Y., Cheng, Y., Zhu, Z., Wang, S., & Zhang, H. (2025). Vegetation Growth Changes and Their Constraining Effects on Ecosystem Services Under Ecological Restoration in the Shendong Mining Area. Remote Sensing, 17(10), 1674. https://doi.org/10.3390/rs17101674

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