Estimation of chilling and heat accumulation periods of the olive tree in a warm and sub-humid climate, using the partial least squares (PLS) regression

IF 2.1 3区 环境科学与生态学 Q2 BIOLOGY
Hassan Bouziane, Ijlal Raissouni, Imane Bouziane, Samir El Bakali, El Hassan Sakar
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引用次数: 0

Abstract

Olea europaea L. is an anemophilous species of the Mediterranean basin and one of the most widespread fruit trees with notable agricultural and economic values. However, its pollen is recognized as one of the main causes of allergic reactions. Temperature and the rates of chilling and heat accumulations are vital for the olive reproductive cycle and determine the timing and the intensity of pollen season. Variations in its reproductive phenology can be a meaningful bio-indicator regarding the response to climatic changes.

In this study, recent phenological observations enabled the determination of flowering start dates for olive trees in Tétouan. These were compared with pollination dates defined according to different criteria, to determine which best approximates the observed dates. This study also aims to delineate chilling and heat requirements periods using a partial least squares (PLS) regression and estimate thermal requirements for the start date of pollination in Tétouan (NW of Morocco). The PLS analysis clearly delineated three discontinuous chilling accumulation periods spanned from September to the first week of December and one heat accumulation period from 14th February to 18th April. The average of chilling requirements and heat requirements was 4.89 chill portions (CP) and 17,191.71 growing degree hours (GDH), respectively. Linear regression revealed that forcing period had a closer relationship with timing and was then the main driver of the beginning of the olive pollen season. Defining the thermal accumulation periods and estimating chilling and heat requirements could provide evidence of future climatic changes impacts on tree phenology.

利用偏最小二乘(PLS)回归估计温暖和亚湿润气候下橄榄树的降温和热积累期
欧洲油橄榄(Olea europaea L.)是地中海盆地的一种嗜风树种,是分布最广的果树之一,具有显著的农业和经济价值。然而,它的花粉被认为是过敏反应的主要原因之一。温度和冷热积累的速度对橄榄的繁殖周期至关重要,并决定了花粉季节的时间和强度。其生殖物候的变化可以作为对气候变化响应的有意义的生物指标。在这项研究中,最近的物候观测使得确定茶园橄榄树的开花开始日期成为可能。将这些数据与根据不同标准定义的授粉日期进行比较,以确定哪个最接近观察到的日期。本研究还旨在利用偏最小二乘(PLS)回归描述冷却和热需求期,并估计tsamouan(摩洛哥西北部)授粉开始日期的热需求。PLS分析清楚地描绘了9月至12月第一周的3个不连续冷积累期和2月14日至4月18日的1个热积累期。冷需要量和热需要量的平均值分别为4.89冷部(CP)和17,191.71生长度小时(GDH)。线性回归表明,强迫期与时间关系密切,是橄榄花粉季开始的主要驱动因素。确定热积累期和估算冷热需求可以为未来气候变化对树木物候的影响提供证据。
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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来源期刊
Aerobiologia
Aerobiologia 环境科学-环境科学
CiteScore
4.50
自引率
15.00%
发文量
37
审稿时长
18-36 weeks
期刊介绍: Associated with the International Association for Aerobiology, Aerobiologia is an international medium for original research and review articles in the interdisciplinary fields of aerobiology and interaction of human, plant and animal systems on the biosphere. Coverage includes bioaerosols, transport mechanisms, biometeorology, climatology, air-sea interaction, land-surface/atmosphere interaction, biological pollution, biological input to global change, microbiology, aeromycology, aeropalynology, arthropod dispersal and environmental policy. Emphasis is placed on respiratory allergology, plant pathology, pest management, biological weathering and biodeterioration, indoor air quality, air-conditioning technology, industrial aerobiology and more. Aerobiologia serves aerobiologists, and other professionals in medicine, public health, industrial and environmental hygiene, biological sciences, agriculture, atmospheric physics, botany, environmental science and cultural heritage.
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