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首页> 外文期刊>Remote Sensing >Spatio-Temporal Analysis of Vegetation Dynamics as a Response to Climate Variability and Drought Patterns in the Semiarid Region, Eritrea
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Spatio-Temporal Analysis of Vegetation Dynamics as a Response to Climate Variability and Drought Patterns in the Semiarid Region, Eritrea

机译:厄立特里亚半干旱地区植被动态对气候变化和干旱模式的时空分析

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There is a growing concern over change in vegetation dynamics and drought patterns with the increasing climate variability and warming trends in Africa, particularly in the semiarid regions of East Africa. Here, several geospatial techniques and datasets were used to analyze the spatio-temporal vegetation dynamics in response to climate (precipitation and temperature) and drought in Eritrea from 2000 to 2017. A pixel-based trend analysis was performed, and a Pearson correlation coefficient was computed between vegetation indices and climate variables. In addition, vegetation condition index (VCI) and standard precipitation index (SPI) classifications were used to assess drought patterns in the country. The results demonstrated that there was a decreasing NDVI (Normalized Difference Vegetation Index) slope at both annual and seasonal time scales. In the study area, 57.1% of the pixels showed a decreasing annual NDVI trend, while the significance was higher in South-Western Eritrea. In most of the agro-ecological zones, the shrublands and croplands showed decreasing NDVI trends. About 87.16% of the study area had a positive correlation between growing season NDVI and precipitation (39.34%, p 0.05). The Gash Barka region of the country showed the strongest and most significant correlations between NDVI and precipitation values. The specific drought assessments based on VCI and SPI summarized that Eritrea had been exposed to recurrent droughts of moderate to extreme conditions during the last 18 years. Based on the correlation analysis and drought patterns, this study confirms that low precipitation was mainly attributed to the slowly declining vegetation trends and increased drought conditions in the semi-arid region. Therefore, immediate action is needed to minimize the negative impact of climate variability and increasing aridity in vegetation and ecosystem services.
机译:随着非洲(尤其是东非半干旱地区)气候变化和气候变暖趋势的加剧,人们对植被动态和干旱模式的变化越来越关注。在这里,我们使用了几种地理空间技术和数据集来分析2000年至2017年厄立特里亚对气候(降水和温度)和干旱的时空植被动态变化。进行了基于像素的趋势分析,并且皮尔森相关系数为在植被指数和气候变量之间进行计算。此外,植被状况指数(VCI)和标准降水指数(SPI)分类被用于评估该国的干旱模式。结果表明,在年度和季节尺度上,NDVI(归一化植被指数)的斜率都在减小。在研究区域中,57.1%的像素显示了每年NDVI下降的趋势,而在西南厄立特里亚的显着性更高。在大多数农业生态区中,灌丛和耕地的NDVI趋势呈下降趋势。研究区域的约87.16%与生长季NDVI与降水呈正相关(39.34%,p <0.05)。该国的Gash Barka地区显示NDVI与降水量之间最强,最显着的相关性。根据VCI和SPI进行的具体干旱评估总结道,厄立特里亚在过去18年中遭受了中度至极端条件的反复干旱。根据相关分析和干旱模式,本研究证实低降水量主要归因于半干旱地区植被趋势的缓慢下降和干旱条件的增加。因此,需要立即采取行动,最大程度地减少气候变化和干旱加剧对植被和生态系统服务的负面影响。

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