绘制和评估南非东开普省水牛河集水区沿岸植被对干旱的反应

IF 3 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES
Climate Pub Date : 2024-01-11 DOI:10.3390/cli12010007
Zolisanani Mpanyaro, A. M. Kalumba, Leocadia Zhou, G. A. Afuye
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引用次数: 0

摘要

干旱频率的增加对全球和区域河流系统和生态系统功能构成了重大威胁,尤其是在南非东开普省地形复杂的水牛河集水区。本研究利用 1990 年至 2020 年卫星衍生 Landsat 数据中的归一化差异植被指数 (NDVI)、转化差异植被指数 (TDVI) 和修正归一化差异水指数 (MNDWI),探讨了干旱对河岸植被动态的影响。利用最小二乘法线性回归和皮尔逊相关系数评估了河岸植被覆盖的长期干旱以及降水和溪流的作用。相关结果表明,降水与溪流之间存在中等程度的正相关(r = 0.77),P 值为 0.04,表明两者对河岸植被健康产生了影响。与降水量同时出现的植被变化趋势表明,降水量增加不明显,影响较小,而溪流的长期变化趋势则相反。结果表明,NDVI 和 TDVI 是检测河流集水动态中缺水植被的重要指数。这些变化在很大程度上反映在干旱地区的 MNDWI 上,准确率较高 (87.47%),上游集水区植被茂密。标准化降水指数(SPI)显示,1991-1996 年、2000-2004 年、2009-2010 年、2015 年和 2018-2019 年期间,干旱严重年份的年际和季际变化较大,而 2020 年则对干旱表现出轻微的敏感性。这项研究的结果突出表明,有必要加强对集水尺度干旱的认识,以制定政策、计划和实践,实现基于生态系统的适应。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mapping and Assessing Riparian Vegetation Response to Drought along the Buffalo River Catchment in the Eastern Cape Province, South Africa
The increasing drought frequency poses a significant threat to global and regional river systems and ecosystem functioning, especially in the complex topographical Buffalo River catchment area of the Eastern Cape Province, South Africa. This study explored the impact of drought on riparian vegetation dynamics using the Normalize Difference Vegetation Index (NDVI), Transformed Difference Vegetation Index (TDVI) and Modified Normalized Difference Water Index (MNDWI) from satellite-derived Landsat data from 1990 to 2020. The least-squares linear regression and Pearson’s correlation coefficient were used to evaluate the long-term drought in riparian vegetation cover and the role of precipitation and streamflow. The correlation results revealed a moderate positive correlation (r = 0.77) between precipitation and streamflow with a significant p-value of 0.04 suggesting consequences on riparian vegetation health. Concurrent with the precipitation, the vegetation trends showed that precipitation increased insignificantly with less of an influence while the reverse was the case with the streamflow in the long term. The results show that the NDVI and TDVI were significant indices for detecting water-stressed vegetation in river catchment dynamics. Much of these changes were reflected for MNDWI in dry areas with a higher accuracy (87.47%) and dense vegetation in the upper catchment areas. The standardized precipitation index (SPI) revealed the inter-annual and inter-seasonal variations in drought-stressed years between 1991–1996, 2000–2004, 2009–2010, 2015, and 2018–2019, while 2020 exhibited slight sensitivity to drought. The findings of this study underscore the need for heightened efforts on catchment-scale drought awareness for policy development, programs, and practices towards ecosystem-based adaptation.
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来源期刊
Climate
Climate Earth and Planetary Sciences-Atmospheric Science
CiteScore
5.50
自引率
5.40%
发文量
172
审稿时长
11 weeks
期刊介绍: Climate is an independent, international and multi-disciplinary open access journal focusing on climate processes of the earth, covering all scales and involving modelling and observation methods. The scope of Climate includes: Global climate Regional climate Urban climate Multiscale climate Polar climate Tropical climate Climate downscaling Climate process and sensitivity studies Climate dynamics Climate variability (Interseasonal, interannual to decadal) Feedbacks between local, regional, and global climate change Anthropogenic climate change Climate and monsoon Cloud and precipitation predictions Past, present, and projected climate change Hydroclimate.
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