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

被引:1
|
作者
Tesfay, Goitom [1 ,2 ]
Zhao, Yuncheng [3 ]
Zhao, Mingyue [1 ]
Li, Kuo [1 ]
Demelash, Tsedale [1 ]
Xu, Yinlong [1 ]
机构
[1] Chinese Acad Agr Sci, Inst Environm & Sustainable Dev Agr, 12 Zhongguancun South St, Beijing 100081, Peoples R China
[2] Wollo Univ, Dept Geog & Environm Studies, POB 1145, Dessie, Ethiopia
[3] Natl Meteorol Ctr, 46 Zhongguancun South St, Beijing 100081, Peoples R China
来源
AGRONOMY-BASEL | 2024年 / 14卷 / 09期
关键词
climate tea suitable habitats; MaxEnt model; SPECIES DISTRIBUTIONS; FUTURE; SURFACES; MAXENT; AUC;
D O I
10.3390/agronomy14092080
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
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.
引用
收藏
页数:23
相关论文
共 50 条
  • [1] Predicting Possible Distribution of Tea (Camellia sinensis L.) under Climate Change Scenarios Using MaxEnt Model in China
    Zhao, Yuncheng
    Zhao, Mingyue
    Zhang, Lei
    Wang, Chunyi
    Xu, Yinlong
    AGRICULTURE-BASEL, 2021, 11 (11):
  • [2] Seasonal climate effects on flavanols and purine alkaloids of tea (Camellia sinensis L.)
    Wang, L. Y.
    Wei, K.
    Jiang, Y. W.
    Cheng, H.
    Zhou, J.
    He, W.
    Zhang, C. C.
    EUROPEAN FOOD RESEARCH AND TECHNOLOGY, 2011, 233 (06) : 1049 - 1055
  • [3] Seasonal climate effects on flavanols and purine alkaloids of tea (Camellia sinensis L.)
    L. Y. Wang
    K. Wei
    Y. W. Jiang
    H. Cheng
    J. Zhou
    W. He
    C. C. Zhang
    European Food Research and Technology, 2011, 233 : 1049 - 1055
  • [4] Uptake, Translocation, Metabolism, and Distribution of Glyphosate in Nontarget Tea Plant (Camellia sinensis L.)
    Tong, Mengmeng
    Gao, Wanjun
    Jiao, Weiting
    Zhou, Jie
    Li, Yeyun
    He, Lili
    Hou, Ruyan
    JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2017, 65 (35) : 7638 - 7646
  • [5] Uptake, Accumulation, Translocation, and Subcellular Distribution of Perchlorate in Tea (Camellia sinensis L.) Plants
    Liang, Yabo
    Zhou, Li
    Zhang, Xinzhong
    Yu, Huan
    Guo, Mingming
    Yu, Jiawei
    Wang, Xinru
    Yang, Mei
    Lou, Zhengyun
    Luo, Fengjian
    Sun, Hezhi
    Chen, Zongmao
    JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2021, 69 (16) : 4655 - 4662
  • [6] Potential impacts of dietary inclusion of green tea (Camellia sinensis L.) in poultry feeding: a review
    Alireza Seidavi
    Majid Belali
    Mona M. Y. Elghandour
    Moyosore J. Adegbeye
    A. Z. M. Salem
    Agroforestry Systems, 2020, 94 : 1161 - 1170
  • [7] Modeling the climate suitability of tea [Camellia sinensis(L.) O. Kuntze] in Sri Lanka in response to current and future climate change scenarios
    Jayasinghe, Sadeeka Layomi
    Kumar, Lalit
    AGRICULTURAL AND FOREST METEOROLOGY, 2019, 272 : 102 - 117
  • [8] Fractionation and speciation of arsenic in three tea gardens soil profiles and distribution of As in different parts of tea plant (Camellia sinensis L.)
    Karak, Tanmoy
    Abollino, Ornella
    Bhattacharyya, Pradip
    Das, Kishore K.
    Paul, Ranjit K.
    CHEMOSPHERE, 2011, 85 (06) : 948 - 960
  • [9] Study on the establishment of quality discrimination model of Longjing 43 green tea (Camellia sinensis(L.) Kuntze)
    Guo, Yahui
    Yang, Xiaotong
    Wang, Haili
    Yang, Xiufang
    Su, Xiaoqin
    Kong, Junhao
    Cheng, Yuliang
    Yao, Weirong
    Qian, He
    JOURNAL OF APPLIED RESEARCH ON MEDICINAL AND AROMATIC PLANTS, 2022, 31
  • [10] Assessment and health risk of fluoride from Northeast Indian tea (Camellia sinensis L.): Fixing up the maximum residue level of fluoride in tea
    Kanrar, Bappaditya
    Kundu, Sangeeta
    Sengupta, Suparna
    Yeasin, Md
    Paul, Ranjit Kumar
    Karak, Tanmoy
    JOURNAL OF FOOD COMPOSITION AND ANALYSIS, 2024, 127