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基于参数最优地理探测器的福州市生境质量时空格局与驱动力分析
引用本文:施智勇,谢慧黎,王圳峰,等.基于参数最优地理探测器的福州市生境质量时空格局与驱动力分析[J].环境工程技术学报,2023,13(5):1921-1930 doi: 10.12153/j.issn.1674-991X.20230083
作者姓名:施智勇  谢慧黎  王圳峰  胡晓婷  王欣珂  谢香群  林弘  刘兴诏
作者单位:1.福建农林大学风景园林与艺术学院;;2.自然资源部东南生态脆弱区监测修复工程技术创新中心
基金项目:国家自然科学基金项目(31800401);
摘    要:

揭示生境质量的时空演变特征和影响因素可为区域可持续发展提供参考依据。基于2000年、2010年和2020年的土地利用数据,运用InVEST模型、土地利用转移矩阵和参数最优地理探测器等方法,综合分析福州市生境质量时空演变及其驱动因素。结果表明:福州市2000年、2010年和2020年生境质量指数分别为0.812、0.806和0.793,生境质量改善的面积小于生境质量退化的面积,福州主城区和东南沿海区域的生境状况亟须改善。3 km网格为本研究的最佳空间尺度,最佳数据离散化分类数为6,自然间断点法更能解释驱动因素的驱动程度。高程、坡度和夜间灯光是福州市生境质量空间分异的主要影响因素,坡度和夜间灯光的交互作用对生境质量变化的解释力最强。



关 键 词:生境质量   时空格局   驱动因素   参数最优地理探测器   福州市
收稿时间:2023-02-07
修稿时间:2023-03-25

Analysis of spatiotemporal heterogeneity of habitat quality and their driving factors based on optimal parameters-based geographic detector for Fuzhou City,China
SHI Z Y,XIE H L,WANG Z F,et al.Analysis of spatiotemporal heterogeneity of habitat quality and their driving factors based on optimal parameters-based geographic detector for Fuzhou City, China[J].Journal of Environmental Engineering Technology,2023,13(5):1921-1930 doi: 10.12153/j.issn.1674-991X.20230083
Authors:SHI Zhiyong  XIE Huili  WANG Zhenfeng  HU Xiaoting  WANG Xinke  XIE Xiangqun  LIN Hong  LIU Xingzhao
Affiliation:1. College of Landscape Architecture and Art, Fujian Agriculture and Forestry University;;2. Innovation Center of Engineering Technology for Monitoring and Restoration of Ecological Fragile Areas in Southeast China, Ministry of Natural Resources
Abstract:Revealing the spatiotemporal evolution characteristics of habitat quality and their influencing factors can provide reference basis for regional sustainable development. Based on the land use data in 2000, 2010 and 2020, InVEST model, landuse transfer matrix and optimal parameters-based geographical detector (OPGD) were used to comprehensively analyze the spatiotemporal evolution and driving factors of habitat quality in Fuzhou City. The results revealed that the habitat quality index of Fuzhou City in 2000, 2010 and 2020 was 0.812, 0.806 and 0.793, respectively. The area of habitat improvement was less than the area of habitat deterioration. Habitat conditions in the main urban area of Fuzhou and the southeast coastal region were in urgent need of improvement. 3 km was the best optional spatial unit for this study, the optimal data discretization classification number is 6, and the natural break method better explained the explanatory power of the driving factors. Elevation, slope and night-time lights were the main influencing factors of spatial variation in habitat quality in Fuzhou City, and the interaction of slope and nighttime lights had the strongest explanation for habitat quality changes.
Keywords:habitat quality  spatial-temporal pattern  driving factor  optimal parameters-based geographical detector  Fuzhou City
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