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基于CRITIC客观赋权法的三江源国家公园生态敏感性评价

[Ecological Sensitivity Evaluation of Three-River-Source National Park Based on CRITIC Objective Weighting Method].

作者信息

He Ying, Zhao Zhong-Qiu, Mei Zhen-Ran, Bai Hang

机构信息

School of Land Science and Technology, China University of Geosciences (Beijing), Beijing 100083, China.

出版信息

Huan Jing Ke Xue. 2025 Aug 8;46(8):5156-5168. doi: 10.13227/j.hjkx.202407221.

DOI:10.13227/j.hjkx.202407221
PMID:40813033
Abstract

Ecological sensitivity assessment is a probability assessment that intuitively reflects the potential ecological and environmental risks in a region under ecological imbalance. Utilizing ecological sensitivity assessment enables the precise identification of sites and areas that require priority environmental construction and protection, allowing for targeted conservation efforts in these regions. To effectively measure the comprehensive impact of environmental changes and human activities on the ecosystem of the Three-Rivers-Source National Park, as well as to explore the key areas where regional ecological issues occur, the following steps are taken: First, based on the location characteristics and ecological background of the Three-Rivers-Source National Park, a multi-dimensional evaluation index system was quantitatively constructed, including topography, climate, soil, vegetation, species, water resources, and human activities. Second, the CRITIC objective weighting method was used to comprehensively evaluate the ecological sensitivity of the Three-Rivers-Source. The CRITIC objective weighting method fully considers the magnitude of indicator variations and the correlations between indicators. Compared to subjective weight assignment methods, it is better able to reflect the influence of evaluation factors on comprehensive weights, thereby further enhancing the accuracy of the data, which is also an innovative aspect of the study. Finally, the GeoDa software was used to conduct spatial autocorrelation verification analysis on the evaluation factors of ecological sensitivity and to discuss the zoning of protection and management areas. The results showed: ① The buffering distance of wildlife habitats, land use types, and elevation were the three factors with the highest weights in evaluating the ecological sensitivity of the Three-Rivers-Source, with weights of 7.501%, 7.38%, and 7.189%, respectively. ② The Three-Rivers-Source National Park was categorized as having a moderately sensitive ecological status. The comprehensive sensitivity of the study area increased from the northwest to the southeast. The composite sensitivity index ranged between 1.65 and 4.00, with areas of high and very high sensitivity accounting for more than 50% of the total area. These regions were predominantly characterized by the presence of lakes, rivers, and vegetation conservation areas, as well as high-altitude areas, which were frequent sites for ecological issues. ③ The evaluation factors of ecological sensitivity in the Three-Rivers-Source National Park showed significant spatial autocorrelation and high spatial clustering, distributed in a contiguous and cohesive pattern on the spatial level. Hotspots that require priority ecological management were mainly concentrated in the Lancang River and Yellow River source areas. The purpose of the study was to explore the theory and methods of ecological environment protection in the Three-Rivers-Source National Park. The research results can provide reference for ecological protection and sustainable development in the park, ensuring that the ecological environment and socio-economic aspects develop in an orderly and coordinated manner, effectively promoting the formulation of zonal protection management measures.

摘要

生态敏感性评价是一种概率评价,直观反映生态失衡状态下一个地区潜在的生态环境风险。利用生态敏感性评价能够精准识别需要优先进行环境建设与保护的地点和区域,以便在这些地区开展有针对性的保护工作。为有效衡量环境变化和人类活动对三江源国家公园生态系统的综合影响,以及探寻区域生态问题发生的关键区域,采取了以下步骤:首先,基于三江源国家公园的地理位置特征和生态背景,定量构建了一个多维评价指标体系,包括地形、气候、土壤、植被、物种、水资源和人类活动等方面。其次,运用CRITIC客观赋权法对三江源的生态敏感性进行综合评价。CRITIC客观赋权法充分考虑了指标变异程度和指标间的相关性。与主观赋权法相比,它更能反映评价因素对综合权重的影响,从而进一步提高数据的准确性,这也是本研究的创新之处。最后,利用GeoDa软件对生态敏感性评价因素进行空间自相关验证分析,并探讨保护管理区域的分区。结果表明:①野生动物栖息地缓冲距离、土地利用类型和海拔是评价三江源生态敏感性权重最高的三个因素,权重分别为7.501%、7.38%和7.189%。②三江源国家公园生态状态为中度敏感。研究区域的综合敏感性从西北向东南递增。综合敏感性指数在1.65至4.00之间,高敏感和极高敏感区域占总面积的50%以上。这些区域主要以湖泊、河流和植被保护区以及高海拔地区为主,是生态问题频发的地点。③三江源国家公园生态敏感性评价因素呈现出显著的空间自相关和高空间集聚性,在空间层面上呈连续且连贯的分布格局。需要优先进行生态管理的热点区域主要集中在澜沧江和黄河源区。本研究的目的是探索三江源国家公园生态环境保护的理论与方法。研究结果可为公园的生态保护和可持续发展提供参考,确保生态环境和社会经济方面有序协调发展,有效推动分区保护管理措施的制定。

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