三峡库区植被覆盖度与地表温度的空间耦合季节分异研究
Study on Spatial Coupling Seasonal Differentiation of Vegetation Coverage and Land Surface Temperature in the Three Gorges Reservoir Area
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摘要: 地表温度(LST)和植被覆盖度(VC)是全球生态环境变化的重要指示因子, 探讨VC与LST的空间耦合季节分异能为生态环境相关研究提供理论支撑。采用MODIS数据, 依托ArcGIS、MRT等平台, 通过GeoDa软件对三峡库区植被覆盖度和地表温度进行数据分析, 研究其空间耦合季节分异。结果表明, 三峡库区VC与LST在空间分布与季节分布上具有差异性, 从空间分布上看, LST高值区集中分布于库尾区域, 低值区分布在库区北部与库腹南部峭坡区域, VC则相反; VC与LST的一元线性回归分析与空间自相关分析均表明, 三峡库区VC与LST呈负相关关系, 且两者在四季间的相关性存在差异, 夏、春、冬、秋季VC与LST的负相关显著性依次减弱; 三峡库区VC与LST整体耦合效果极好, 季节转变时两者耦合效果发生变化的区域从多到少依次为秋-冬、冬-春、夏-秋、春-夏。在四季耦合度为0.8, 1区间内, LST滞后型栅格占比最大, 其次是VC与LST同步型, VC滞后型栅格占比最小。通过研究结果可进一步了解三峡库区的生态环境变化情况, 也可为库区生态环境建设与保护提供理论依据。Abstract: Land surface temperature (LST) and vegetation coverage (VC) are important indicators of global eco-environmental changes. The spatial coupling seasonal differentiation of LST and VC can provide theoretical support for eco-environmental research. Based on MODIS images, this study used ArcGIS, MRT and GeoDa softwares to analyze variations in vegetation coverage and land surface temperature, and to explore the spatial coupling seasonal differentiation in the Three Gorges Reservoir area. The results show that the spatial distribution and seasonal variation of VC and LST in the Three Gorges Reservoir area are different. From the perspective of spatial distribution, the high value areas of LST are concentrated in the tail area of the reservoir, and the low value areas are distributed in the steep slope areas in the north and middle south of the reservoir. Compared with LST, VC showed the opposite distribution trend. Through the univariate linear regression and spatial autocorrelation analysis, VC and LST showed negative correlation in the Three Gorges Reservoir area, and the correlation between them is different among the four seasons. The significance of negative correlation between VC and LST in summer, spring, winter and autumn decreases in turn. The overall coupling effect of VC and LST in the Three Gorges Reservoir area is excellent. The coupling effect of seasonal change in the Three Gorges Reservoir area is in the order of autumn-winter > winter-spring > summer-autumn > spring-summer. Among the four seasons, the coupling degree within 0.8, 1 had the largest proportion of LST lag grid, followed by the synchronous type of VC and LST, and the proportion of VC lag grid was the smallest. The research results can further help to understand the changes of ecological environment in the Three Gorges Reservoir area, and can also provide a theoretical basis for the implementation of better ecological environment construction and protection in the Three Gorges Reservoir area.