气候变化下开花温度对荔枝产量的影响:台湾案例研究

IF 4 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES
Ya-Wen Hwang, Yung-Heng Hsu, Yung-Ming Chen
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引用次数: 0

摘要

荔枝是亚热带果树,在低温条件下进行花芽分化。然而,气候变化影响了台湾的荔枝生产,导致荔枝果农遭受经济损失。本研究通过分析 2001 年至 2020 年的荔枝产量数据和荔枝产区气象站的观测数据,探讨了气候变化下开花温度对台湾荔枝产量的影响。利用历史观测数据构建了多个温度与产量相关的回归模型,并根据模型的表现确定了荔枝花芽分化的临界温度阈值。分析气候数据(CMIP5)用于预测 21 世纪中期(2036-2065 年)和晚期(2071-2100 年)预期低温条件下台湾荔枝产区的产量变化。与产量变化相关性最高的变量是平均开花温度低于 16 ℃ 的天数。预计到 21 世纪末(2071-2100 年),按每公顷产量变化计算的产量将减少 12% 至 35%。鉴于气候变化导致降温日数预计会减少,现有的荔枝栽培品种可能不适合在台湾南部产区种植。气候变化预计将导致台湾冬季气温升高,从而可能导致荔枝花期缩短。本研究评估了气候变化对未来荔枝开花的潜在影响。研究利用历史观测数据建立了模型,并根据模型的表现确定了荔枝开花的临界温度阈值。在测试的阈值中,平均气温低于 16 °C的天数与荔枝产量的相关性最高。根据我们的研究结果,农民可以利用 16 °C阈值来评估未来气候变化对其当前农场所在地的潜在影响,并确定其他具有类似或更有利荔枝种植条件的地区。值得注意的是,由于气候变化预测数据具有高度不确定性,本研究的结果可能与使用不同数据库的研究结果不同。在本研究中,我们使用了 CMIP5 预测的集合,其中包含来自世界各地不同研究中心的模型数据,根据集合平均值得出的结果比单一模型或少数几个模型得出的结果更可靠。此外,降雨也是开花生长阶段的一个关键因素。总之,本研究为研究人员、政策制定者和其他利益相关者提供了有关气候变化对荔枝生产的主要影响的见解。最后,本研究为研究人员、政策制定者和其他利益相关者提供了气候变化对荔枝生产的主要影响的见解,也为台湾荔枝产业未来的气候适应战略奠定了基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Impact of flowering temperature on litchi yield under climate change: A case study in Taiwan

Litchi is a subtropical fruit tree that undergoes flower bud differentiation under low-temperature conditions. However, climate change has affected litchi production in Taiwan, causing litchi farmers to experience economic losses. This study explored the influence of flowering temperature on litchi yield under climate change in Taiwan by analyzing litchi production data from 2001 to 2020 and observation data from meteorological stations in litchi-producing areas. Historical observed data were used to construct several regression models relating temperature to yield, with the performance of the models used to determine critical temperature thresholds for litchi flower bud differentiation. Analytical climate data (CMIP5) were used to project yield changes in Taiwan’s litchi-producing regions under anticipated low-temperature conditions for the mid- (2036–2065) and late- (2071–2100) 21st century. The variable that exhibited the highest correlation with yield changes was the number of days with an average flowering temperature below 16 °C. The production yield, in terms of yield variation per hectare, is expected to decrease by 12 % to 35 % by the end of the 21st century (2071–2100). Given the projected decline in the number of cooler days due to climate change, existing litchi cultivars may become unsuitable for cultivation in production areas in southern Taiwan.

Practical Implications

Some fruit trees require a period of low temperature before their flowering stage. Climate change is expected to cause warming of winter temperatures in Taiwan, which is likely to lead to reduced litchi flowering. The current study assessed the potential effects of climate change on litchi flowering in the future.

Historical observed data were used to establish models, and critical temperature thresholds for litchi flowering were determined on the basis of model performance. Days with average temperatures below 16 °C exhibited the highest correlation with litchi yield among the tested thresholds. According to our results, farmers can use this 16 °C threshold to evaluate the potential effects of future climate change at their current farm locations and to identify other areas with similar or more favorable conditions for litchi cultivation. For agricultural researchers, this temperature threshold could provide a target for new litchi variety breeding and a reference basis for research on optimal cultivation methods.

Notably, because climate change projection data have a high degree of uncertainty, the results of this study may differ from those of studies using different databases. In this study, we used an ensemble of CMIP5 projections incorporating data from models from various research centers around the world, which can provide more robust results based on an ensemble mean than those obtainable from a single model or a few models. In addition, rainfall is a crucial factor during the flowering growth stage. Future studies should consider the effects of rainfall and temperature on yield and should consider using a model with yield being considered a function of both of these variables to improve model accuracy.

To conclude, the present study provides researchers, policymakers, and other stakeholders with insights into the primary effects of climate change on litchi production. It also lays the groundwork for future climate adaptation strategies in Taiwan’s litchi industry.

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来源期刊
Climate Services
Climate Services Multiple-
CiteScore
5.30
自引率
15.60%
发文量
62
期刊介绍: The journal Climate Services publishes research with a focus on science-based and user-specific climate information underpinning climate services, ultimately to assist society to adapt to climate change. Climate Services brings science and practice closer together. The journal addresses both researchers in the field of climate service research, and stakeholders and practitioners interested in or already applying climate services. It serves as a means of communication, dialogue and exchange between researchers and stakeholders. Climate services pioneers novel research areas that directly refer to how climate information can be applied in methodologies and tools for adaptation to climate change. It publishes best practice examples, case studies as well as theories, methods and data analysis with a clear connection to climate services. The focus of the published work is often multi-disciplinary, case-specific, tailored to specific sectors and strongly application-oriented. To offer a suitable outlet for such studies, Climate Services journal introduced a new section in the research article type. The research article contains a classical scientific part as well as a section with easily understandable practical implications for policy makers and practitioners. The journal''s focus is on the use and usability of climate information for adaptation purposes underpinning climate services.
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