Assessing the Impacts of Climate Change on Geographical Distribution of Tea (Camellia sinensis L.) in Kenya with Maximum Entropy Model

Agronomy Pub Date : 2024-09-11 DOI:10.3390/agronomy14092080
Goitom Tesfay, Yuncheng Zhao, Mingyue Zhao, Kuo Li, Tsedale Demelash, Yinlong Xu
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Abstract

Climate change has been disturbing the present species distribution ranges, resulting in the shifting of cultivation areas and decreases in production and quality. Tea (Camellia sinensis L.), which seeks optimum climatic resources, is a key cash crop economically in Kenya. In this study, the shifting of tea suitability was projected with the MaxEnt model under the SSP (SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5) climate scenarios for the 2050s and 2090s relative to the 1970–2000 distribution. Analysis under the current climatic condition showed that the proportions of optimal and medium- and marginal-suitable areas were 2%, 3%, and 24% of the total area, respectively, and located in south-western (SW), central, and north-eastern (NE) Kenya and, to some extent, in the Rift Valley. It was projected that the potential suitable tea-growing areas would migrate from the western areas to the central, eastern, and north-eastern highlands in Kenya. It was detected that the precipitation of the driest period (July), precipitation of the wettest quarter (April, May, and June), and annual temperature range could be the main climatic factors determining the shift in tea distribution. Compared to the current distribution (29%), the climatically suitable areas for tea production could reach 32.58% of Kenya’s land area under the SSP1-2.6 scenarios in the 2050s and 35.08% in the 2090s under the SSP5-8.5 scenario. On the contrary, it was found that the optimal climate-suitable habitats were projected to shrink by 2% and 1% in the 2050s and 2090s under all scenarios on the west side of the Great Rift Valley compared to the current distribution. In comparison, the sizes of medium- and marginal-suitable habitats would increase by 1% and 3%, respectively. The findings indicated that unless adaptive climate actions are taken, climate change could reduce the tea planting areas in western Kenya. Meanwhile, climate suitability was projected to expand upward on the east side of the Rift Valley, enhancing the potential distribution of tea. The developed climate information could be used to design and implement adaptation interventions in the lower elevation areas. Finally, we highlight that the available scientific literature on the climate suitability of tea in Kenya should be broadened by adding non-climatic factors.
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用最大熵模型评估气候变化对肯尼亚茶叶地理分布的影响
气候变化扰乱了目前的物种分布范围,导致种植区转移、产量和质量下降。茶叶(Camellia sinensis L.)寻求最佳气候资源,是肯尼亚经济上的主要经济作物。在本研究中,利用 MaxEnt 模型预测了 2050 年代和 2090 年代 SSP(SSP1-2.6、SSP2-4.5、SSP3-7.0 和 SSP5-8.5)气候情景下茶叶适宜性相对于 1970-2000 年分布的变化情况。在当前气候条件下进行的分析表明,最佳适宜区、中等适宜区和边缘适宜区分别占总面积的 2%、3% 和 24%,分布在肯尼亚的西南部、中部和东北部,并在一定程度上分布在大裂谷地区。据预测,潜在的适宜茶叶种植区将从西部地区向肯尼亚中部、东部和东北部高地迁移。研究发现,最干旱时期(7 月)的降水量、最潮湿季度(4 月、5 月和 6 月)的降水量以及年温差可能是决定茶叶分布变化的主要气候因素。与目前的分布(29%)相比,在 SSP1-2.6 情景下,2050 年代气候适宜的茶叶生产区将达到肯尼亚土地面积的 32.58%,在 SSP5-8.5 情景下,2090 年代将达到 35.08%。相反,根据预测,在所有情景下,大裂谷西侧的最佳气候适宜栖息地在 2050 年代和 2090 年代将比目前的分布缩小 2% 和 1%。相比之下,中等适宜栖息地和边缘适宜栖息地的面积将分别增加1%和3%。研究结果表明,除非采取适应气候的行动,否则气候变化可能会减少肯尼亚西部的茶叶种植面积。同时,大裂谷东侧的气候适宜性预计将向上扩展,从而增加茶叶的潜在分布。开发的气候信息可用于设计和实施低海拔地区的适应干预措施。最后,我们强调,关于肯尼亚茶叶气候适宜性的现有科学文献应通过增加非气候因素来加以扩展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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