Understanding vegetation change in northern Tanzania: interactions between climate variability and human activity

IF 4.1 3区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY
Hongli Lou , Abhishek Banerjee , Joseph Mango , Ulfat Khan , Sudhir Kumar Singh
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Abstract

Changing climatic patterns and allied hydrological variability have substantial impacts on regional vegetation growth. This study provides a comprehensive assessment of long-term climate change, anthropogenic activities, and corresponding vegetation dynamics by utilizing multiple remotely sensed datasets and employing various statistical approaches and modeling techniques at annual, seasonal, and monthly scales from 2000 to 2022. Non-parametric trend analyses indicate a significant increase in air temperature (0.25 °C/year, p < 0.05) and a notable decline in rainfall (−33.7 mm/year, p < 0.05), alongside increases in potential evapotranspiration and decreases in both soil moisture (−1.3 mm/year) and groundwater storage (−1.52 mm/year). These climatic and hydrological changes exhibit strong associations with vegetation cover. A significant reduction in regional greenness, as indicated by the Enhanced Vegetation Index (EVI = −0.62), is observed primarily in the lowland plains of northern Tanzania, while slight increases are noted in higher-elevation regions. Additionally, anthropogenic activities also play a critical role in regional vegetation degradation. Approximately 80 % of the vegetation loss in the southeastern plains is attributed to unsustainable human activities. The study revealed a strong positive correlation between rainfall and vegetation productivity (R2 = 0.91, p < 0.05), whereas temperature shows a significant negative correlation (R2 = −0.81, p < 0.05). Notably, the observed decline in EVI is closely linked to reduced rainfall (R2 = −0.79, p < 0.05), emphasizing the pivotal role of climatic parameters in influencing vegetation dynamics. Quantifying these variations in relation to climatic, hydrological, and anthropogenic drivers is essential for the development of effective and sustainable vegetation restoration strategies.
了解坦桑尼亚北部的植被变化:气候变率与人类活动之间的相互作用
不断变化的气候模式和相关的水文变异对区域植被生长有重大影响。本研究利用多个遥感数据集,采用多种统计方法和建模技术,在年、季节和月尺度上对2000 - 2022年的长期气候变化、人为活动和相应的植被动态进行了综合评估。非参数趋势分析表明,气温显著升高(0.25°C/年,p < 0.05),降雨量显著减少(- 33.7 mm/年,p < 0.05),潜在蒸散量增加,土壤水分(- 1.3 mm/年)和地下水储存量均减少(- 1.52 mm/年)。这些气候和水文变化显示出与植被覆盖密切相关。正如植被指数增强(EVI = - 0.62)所显示的那样,区域绿化率的显著减少主要发生在坦桑尼亚北部的低地平原,而在高海拔地区则略有增加。此外,人为活动在区域植被退化中也起着重要作用。东南平原大约80%的植被损失是不可持续的人类活动造成的。研究发现,降雨量与植被生产力呈正相关(R2 = 0.91, p < 0.05),而温度与植被生产力呈显著负相关(R2 = - 0.81, p < 0.05)。值得注意的是,观测到的EVI下降与降雨量减少密切相关(R2 = - 0.79, p < 0.05),强调了气候参数在影响植被动态中的关键作用。量化这些变化与气候、水文和人为驱动因素的关系,对于制定有效和可持续的植被恢复战略至关重要。
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来源期刊
Physics and Chemistry of the Earth
Physics and Chemistry of the Earth 地学-地球科学综合
CiteScore
5.40
自引率
2.70%
发文量
176
审稿时长
31.6 weeks
期刊介绍: Physics and Chemistry of the Earth is an international interdisciplinary journal for the rapid publication of collections of refereed communications in separate thematic issues, either stemming from scientific meetings, or, especially compiled for the occasion. There is no restriction on the length of articles published in the journal. Physics and Chemistry of the Earth incorporates the separate Parts A, B and C which existed until the end of 2001. Please note: the Editors are unable to consider submissions that are not invited or linked to a thematic issue. Please do not submit unsolicited papers. The journal covers the following subject areas: -Solid Earth and Geodesy: (geology, geochemistry, tectonophysics, seismology, volcanology, palaeomagnetism and rock magnetism, electromagnetism and potential fields, marine and environmental geosciences as well as geodesy). -Hydrology, Oceans and Atmosphere: (hydrology and water resources research, engineering and management, oceanography and oceanic chemistry, shelf, sea, lake and river sciences, meteorology and atmospheric sciences incl. chemistry as well as climatology and glaciology). -Solar-Terrestrial and Planetary Science: (solar, heliospheric and solar-planetary sciences, geology, geophysics and atmospheric sciences of planets, satellites and small bodies as well as cosmochemistry and exobiology).
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