Climate-induced cyclical properties of regional wine production using a time-frequency approach in Douro and Minho Wine Regions

IF 1.1 4区 农林科学 Q4 FOOD SCIENCE & TECHNOLOGY Ciencia E Tecnica Vitivinicola Pub Date : 2020-01-01 DOI:10.1051/ctv/20203501016
M. Cunha, C. Richter
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引用次数: 2

Abstract

The impact of climate on wine production (WP) temporal cycles in Douro (DR) and Vinhos Verdes (VVR) wine regions for a period of about 80 years, characterized by strong technological trend and climate variability, was modelled. The cyclical properties of WP, and which cycles are determined by spring temperature (ST) and soil water during summer (SW), were identified. It was achieved by applying a time-frequency approach, which is based on Kalman filter in the time domain. The time-varying autoregressive model can explain more than 67% (DR) and 95% (VVR) of the WP’ variability and the integration of the ST and mainly SW increase the models’ reliability. The results were then transferred into the frequency domain, and can show that WP in both regions is characterized by two cycles close to 5-6 and 2.5 years around the long run trend. The ST and SW showed great capacity to explain the cyclicality of WP in the studied regions being the coherence temporarily much more stable in VVR than in the DR, where a shift of the relative importance away from ST to SW can be recognized. This could be an indicator of lower impact of the foreseen hot and dry climate scenarios on WP in the regions with a maritime climate, such as the VVR, compared with hot and dry wine regions. Despite the marked differences in the two studied regions on ecological, viticulture practices and technological trend, the modelling approach based on time-frequency proved to be an efficient tool to infer the impact of climate on the dynamics of cyclical properties of regional WP, foreseeing its generalized use in other regions. This modelling approach can be an important tool for planning in the wine industry as well as for mitigation strategies facing the scenarios that combine technological progress and climate change.
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使用时间-频率方法在杜罗和米尼奥葡萄酒产区的气候引起的区域葡萄酒生产的周期性特性
本文模拟了气候对杜罗(DR)和维诺斯弗德斯(VVR)葡萄酒产区近80年的葡萄酒生产(WP)时间周期的影响,这些葡萄酒产区具有强烈的技术趋势和气候变率特征。研究了土壤水分循环特性,确定了土壤水分循环由春季温度和夏季土壤水分决定。该方法采用基于时域卡尔曼滤波的时频方法来实现。时变自回归模型可以解释超过67% (DR)和95% (VVR)的WP变异性,ST和主要SW的整合提高了模型的可靠性。然后将结果转移到频域,可以显示两个地区的WP都具有接近长期趋势的5-6年和2.5年的两个周期特征。在研究区域,ST和SW表现出很强的解释WP周期性的能力,在VVR中相干性暂时比在DR中稳定得多,在DR中可以识别出从ST到SW的相对重要性的转移。这可能是一个指标,表明与炎热干燥的葡萄酒产区相比,可预见的干热气候情景对海洋性气候地区(如VVR) WP的影响较小。尽管两个研究区域在生态、葡萄栽培实践和技术趋势上存在显著差异,但基于时频的建模方法被证明是推断气候对区域WP循环特性动态影响的有效工具,预示着其在其他地区的推广应用。这种建模方法可以成为葡萄酒行业规划的重要工具,也可以成为针对技术进步和气候变化相结合的各种情况制定缓解战略的重要工具。
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来源期刊
Ciencia E Tecnica Vitivinicola
Ciencia E Tecnica Vitivinicola Agricultural and Biological Sciences-Food Science
自引率
12.50%
发文量
5
期刊介绍: Ciência e Técnica Vitivinícola (Journal of Viticulture and Enology) is an international journal that publishes original articles, research notes and review articles, written in Portuguese or in English, on the various fields of the science and technology of vine and wine: Viticulture, Enology and Vitivinicultural economy.
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