Hunan Provincial Key Laboratory of Information Engineering for Surveying, Hunan University of Science and Technology, Xiangtan 411201, China.
National and Local Joint Engineering Laboratory of Geospatial Information Technology, Hunan University of Science and Technology, Xiangtan 411201, China.
Int J Environ Res Public Health. 2023 Mar 3;20(5):4517. doi: 10.3390/ijerph20054517.
As a policy, protected green space in the rapidly developing the Chang-Zhu-Tan Urban Agglomeration is of great practical significance to study the vegetation changes and influencing factors in the Green Heart area. In this paper, data processing, grading and area statistics were carried out for the maximum value of normalized differential vegetation index (NDVI) from 2000 to 2020. Combined with Theil-Sen median trend analysis and Mann-Kendall, the change trend of long-time series NDVI was studied, and investigation of NDVI influencing factors, processes and mechanisms using geographical detectors. The results showed that: (1) The spatial distribution characteristics of NDVI in the study area were high in the middle and inlaid transition between adjacent grades. Except for the low grades, the distribution of NDVI in other grades was relatively scattered, and the overall trend of NDVI change was rising. (2) Population density was the main factor affecting NDVI changes, with an explanatory power of up to 40%, followed by elevation, precipitation and minimum temperature. (3) The influence of influencing factors on the change of NDVI was not the result of independent action of a single factor, but the result of the interaction between human factors and natural factors, and the factor combinations with greater interaction had significant differences in the spatial distribution of NDVI.
作为一项政策,研究长株潭城市群快速发展过程中受保护的绿地植被变化及其影响因素具有重要的现实意义。本研究对 2000-2020 年归一化植被指数(NDVI)最大值进行数据处理、分级和面积统计,并结合 Theil-Sen 中位数趋势分析和 Mann-Kendall 检验对长时间序列 NDVI 的变化趋势进行研究,利用地理探测器调查 NDVI 的影响因素、过程和机制。结果表明:(1)研究区 NDVI 的空间分布特征为中部高,镶嵌过渡,各等级之间的界线较为明显,除低值等级外,其他等级的 NDVI 分布较为分散,整体呈上升趋势。(2)人口密度是影响 NDVI 变化的主要因素,解释力高达 40%,其次是高程、降水和最低温度。(3)影响因素对 NDVI 变化的影响不是单个因素独立作用的结果,而是人为因素和自然因素相互作用的结果,交互作用较大的因子组合在 NDVI 的空间分布上存在显著差异。