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Vegetation responses to climate change in the Qilian Mountain Nature Reserve, Northwest China

机译:中国西北祁连山自然保护区气候变化的植被应对

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摘要

Understanding the dynamics of vegetation responses to climate change can provide important information for environmental management. The Qilian Mountain Nature Reserve in Northwest China, a high-altitude mountainous region that is of critical ecological importance, has been affected by drastic climate change. However, the response of vegetation to climate change in this area has not been established. This study aims to address three unanswered questions. First, what is the relative importance of temperature and precipitation change in driving regional vegetation change? Second, how does this vegetation–climate relationship manifest itself across different timescales (e.g., seasonal)? Third, what is the spatial heterogeneity of the vegetation–climate relationship? Based on MODIS data and daily meteorological data from 41 stations within and adjacent to the reserve, we used Ensemble Empirical Mode Decomposition (EEMD), Theil-Sen median trend analysis, the Mann-Kendall nonparametric test, and Pearson correlation analysis to study the evolution of temperature, precipitation, and the normalized difference vegetation index (NDVI). The key results are as follows: (1) during 1985–2019, the temperature in the reserve has increased by an average of 0.048?°C/a, with the largest average annual increases occurring in spring (0.069?°C) and summer (0.056?°C); (2) during the same period, precipitation in the reserve increased by an average of 1.17?mm/a, with the largest annual increases occurring in autumn (0.669?mm) and summer (0.545?mm); (3) during 2001–2019, the NDVI increased by an average of 0.004/a; an average annual increase was experienced in all seasons, although the largest increase occurred in summer; (4) there is a statistically significant positive correlation (0.619) between the NDVI and temperature at the annual scale; (5) in contrast, the correlation between the NDVI and precipitation is weaker and not statistically significant (0.368), which indicates that temperature is the dominant factor affecting vegetation changes in the reserve; (6) there exist seasonal differences in the vegetation–climate relationship. The positive correlation between NDVI and temperature is strongest in spring whereas the positive correlation between NDVI and precipitation is strongest in summer; (7) the vegetation–climate relations demonstrate a degree of spatial heterogeneity driven by variability in climate factors and ecosystems. The value of this research is that it analyzes the response characteristics of vegetation to climate change using multiple methods and at multiple scales, providing a useful reference for understanding vegetation changes and their response to climate change in high-altitude mountain regions.
机译:了解气候变化植被响应的动态可以为环境管理提供重要信息。祁连山自然保护区在中国西北部,一个具有重要生态重要性的高空山区,受到巨大气候变化的影响。然而,植被在这一领域的气候变化对气候变化的响应尚未建立。本研究旨在解决三个未答造的问题。首先,在驾驶区域植被变化方面的温度和降水变化的相对重要性是什么?其次,这种植被 - 气候关系如何表现出不同时间尺度(例如,季节性)?第三,植被气候关系的空间异质性是什么?基于Modis数据和每日气象数据从41位和毗邻储备,我们使用了集合经验模式分解(EEMD),TheIL-SEN中位数趋势分析,Mann-Kendall非参数测试,以及Pearson相关分析研究进化温度,沉淀和归一化差异植被指数(NDVI)。关键结果如下:(1)在1985 - 2019年期间,储备的温度平均增加0.048°C / A,春季(0.069?°C)发生的最大年增长率年增长率(0.069?°C)和夏季(0.056?°C); (2)在同一时期,储备的降水平均增长1.17?mm / a,秋季最大的年增长率(0.669?mm)和夏季(0.545?mm); (3)在2001 - 2019年期间,NDVI平均增加0.004 / a;虽然夏季最大的增加,但在所有季节都经历了平均年度增长; (4)在年度尺度下,NDVI和温度之间存在统计上显着的正相关(0.619); (5)相反,NDVI和沉淀之间的相关性较弱,没有统计学意义(0.368),表明温度是影响植物植被变化的主要因素; (6)植被气候关系存在季节性差异。 NDVI与温度之间的正相关性在春季最强,而NDVI与沉淀之间的正相关性在夏季最强; (7)植被 - 气候关系展示了气候因素和生态系统的可变性驱动的空间异质程度。本研究的价值是利用多种方法分析植被与气候变化的响应特征,并在多种尺度下,为了解植被变化及其对高空山区气候变化的反应提供了有用的参考。

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