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植被绿度时空变化与长江流域降水/温度的关联分析(中国)。

Association analysis between spatiotemporal variation of vegetation greenness and precipitation/temperature in the Yangtze River Basin (China).

机构信息

Laboratory of Critical Zone Evolution, School of Earth Sciences, China University of Geosciences, Wuhan, 430074, China.

School of Life and Environmental Sciences, Schmid College of Science and Technology, Chapman University, Orange, CA, 92866, USA.

出版信息

Environ Sci Pollut Res Int. 2018 Aug;25(22):21867-21878. doi: 10.1007/s11356-018-2340-4. Epub 2018 May 23.

Abstract

The variation in vegetation greenness provides good understanding of the sustainable management and monitoring of land surface ecosystems. The present paper discusses the spatial-temporal changes in vegetation and controlling factors in the Yangtze River Basin (YRB) using Global Inventory Modeling and Mapping Studies (GIMMS) Normalized Difference Vegetation Index (NDVI) for the period 2001-2013. Theil-Sen Median trend analysis, Pearson correlation coefficients, and residual analysis have been used, which shows decreasing trend of the annual mean NDVI over the whole YRB. Spatially, the regions with significant decreasing trends were mainly located in parts of central YRB, and pronounced increasing trends were observed in parts of the eastern and western YRB. The mean NDVI during spring and summer seasons increased, while it decreased during autumn and winter seasons. The seasonal mean NDVI shows spatial heterogeneity due to the vegetation types. The correlation analysis shows a positive relation between NDVI and temperature over most of the YRB, whereas NDVI and precipitation show a negative correlation. The residual analysis shows an increase in NDVI in parts of eastern and western YRB and the decrease in NDVI in the small part of Yangtze River Delta (YRD) and the mid-western YRB due to human activities. In general, climate factors were the principal drivers of NDVI variation in YRB in recent years.

摘要

植被绿色度的变化为了解陆地表面生态系统的可持续管理和监测提供了很好的认识。本研究利用全球植被指数制图(GIMMS)归一化差值植被指数(NDVI),讨论了 2001-2013 年长江流域(YRB)的植被时空变化及其控制因素。使用 Theil-Sen 中位数趋势分析、Pearson 相关系数和残差分析表明,整个 YRB 的年平均 NDVI 呈下降趋势。空间上,呈显著下降趋势的区域主要位于 YRB 中部地区,而 YRB 东部和西部地区则表现出明显的上升趋势。春、夏季平均 NDVI 增加,而秋、冬季则减少。由于植被类型的不同,季节平均 NDVI 表现出空间异质性。相关分析表明,在 YRB 的大部分地区,NDVI 与温度呈正相关,而与降水呈负相关。残差分析表明,由于人类活动,YRB 的东部和西部部分地区的 NDVI 增加,而长江三角洲(YRD)和 YRB 中西部的一小部分地区的 NDVI 减少。总的来说,近年来气候因素是 YRB 中 NDVI 变化的主要驱动因素。

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