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长江岸线植被恢复效果评估及其对土地利用变化的响应

Evaluation of vegetation restoration effectiveness along the Yangtze River shoreline and its response to land use changes.

作者信息

Huang Yinlan, Li Xinyi, Liu Dan, Duan Binyan, Huang Xinyu, Chen Shi

机构信息

School of Geography and Planning, Chizhou University, Chizhou, 247000, China.

出版信息

Sci Rep. 2024 Mar 31;14(1):7611. doi: 10.1038/s41598-024-58188-3.

Abstract

Assessing the effectiveness of vegetation restoration along the Yangtze River shoreline and exploring its relationship with land use changes are imperative for providing recommendations for sustainable management and environmental protection. However, the impact of vegetation restoration post-implementation of the Yangtze River Conservation Project remains uncertain. In this study, utilizing Sentinel-2 satellite imagery and Dynamic World land use data from pre- (2016) and post- (2022) Yangtze River Conservation Project periods, pixel-based binary models, transition matrices, and geographically weighted regression models were employed to analyze the status and evolution of vegetation coverage along the Yangtze River shoreline. The results indicated that there had been an increase in the area covered by high and high-medium vegetation levels. The proportion of vegetation cover shifting to better was 4201.87 km (35.68%). Hotspots of vegetation coverage improvement were predominantly located along the Yangtze River. Moreover, areas witnessing enhanced vegetation coverage experienced notable land use changes, notably the conversion of water to crops (126.93 km, 22.79%), trees to crops (59.93 km, 10.76%), and crops to built area (59.93 km, 10.76%). Notably, the conversion between crops and built area emerged as a significant factor influencing vegetation coverage improvement, with average regression coefficients of 0.68 and 0.50, respectively. These outcomes underscore the significance of this study in guiding ecological environmental protection and sustainable management along the Yangtze River shoreline.

摘要

评估长江岸线植被恢复的有效性并探究其与土地利用变化的关系,对于为可持续管理和环境保护提供建议至关重要。然而,长江保护工程实施后植被恢复的影响仍不确定。在本研究中,利用长江保护工程实施前(2016年)和实施后(2022年)的哨兵2号卫星图像和动态世界土地利用数据,采用基于像素的二元模型、转移矩阵和地理加权回归模型,分析长江岸线植被覆盖的现状和演变。结果表明,高植被和中高植被覆盖区域面积有所增加。植被覆盖向更好状态转变的比例为4201.87平方千米(35.68%)。植被覆盖改善的热点主要位于长江沿岸。此外,植被覆盖增加的区域经历了显著的土地利用变化,特别是水体转变为耕地(126.93平方千米,22.79%)、林地转变为耕地(59.93平方千米,10.76%)以及耕地转变为建设用地(59.93平方千米,10.76%)。值得注意的是,耕地与建设用地之间的转换成为影响植被覆盖改善的一个重要因素,平均回归系数分别为0.68和0.50。这些结果强调了本研究在指导长江岸线生态环境保护和可持续管理方面的重要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/edc7/10982293/d028fcda7462/41598_2024_58188_Fig1_HTML.jpg

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