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一种基于生理的方法用于害虫物候模型的度日计算:以意大利北部的欧洲玉米螟(Ostrinia nubilalis Hbn.)为例。

A physiologically based approach for degree-day calculation in pest phenology models: the case of the European corn borer (Ostrinia nubilalis Hbn.) in Northern Italy.

机构信息

Institute for Environment and Sustainability, Monitoring Agricultural Resources Unit (MARS), AGRI4CAST Action, European Commission DG Joint Research Centre, Ispra, VA, Italy.

出版信息

Int J Biometeorol. 2012 Jul;56(4):653-9. doi: 10.1007/s00484-011-0464-z. Epub 2011 Jul 2.

Abstract

Phenological models based on degree-day accumulation have been developed to support the integrated pest management of many insects. Most of these models are based on linear relationships between temperature and development, and on daily time step simulations using daily minimum and maximum temperatures. This approach represents an approximation that does not take into account the insect physiological response to temperature, and daily temperature fluctuations. The objective of this work has been to develop a phenological model for the European corn borer (ECB) based on the insect physiological response to temperature and running at an hourly time step. Two modeling solutions based on the same generic compartmental system have been compared: the first based on a physiologically based relationship between temperature and development, and using hourly derived temperatures as input (HNL modeling solution); and the second based on a linear relationship between temperature and degree-day accumulation and using daily temperature (DL modeling solution). The two approaches have been compared using ECB moth capture data from the Piemonte region in Northern Italy. The HNL modeling solution showed the best results for all the accuracy indicators. The DL modeling solution showed a tendency to anticipate ECB phenological development too early. This tendency is attributable to the linear relationship between temperature and development, which does not take into account (1) the decline of this relationship at high temperatures, and (2) the daily fluctuation of temperature. As a consequence, degree-days accumulation is accelerated in the DL modeling solution and the phenological development anticipated.

摘要

基于度日积累的物候模型已被开发出来,以支持许多昆虫的综合虫害管理。这些模型大多数都是基于温度与发育之间的线性关系,以及使用每日最低和最高温度进行的每日时间步长模拟。这种方法代表了一种近似,没有考虑到昆虫对温度的生理反应和每日温度波动。这项工作的目的是开发一种基于欧洲玉米螟(ECB)对温度的生理反应并以每小时时间步长运行的物候模型。比较了两种基于相同通用区室系统的建模解决方案:第一种基于温度与发育之间的生理关系,并使用每小时得出的温度作为输入(HNL 建模解决方案);第二种基于温度与度日积累之间的线性关系,并使用每日温度(DL 建模解决方案)。使用来自意大利北部皮埃蒙特地区的 ECB 蛾捕获数据比较了这两种方法。HNL 建模解决方案在所有准确性指标上都表现出最好的结果。DL 建模解决方案过早地表现出对 ECB 物候发育的预期。这种趋势归因于温度与发育之间的线性关系,该关系没有考虑到(1)高温下这种关系的下降,以及(2)温度的每日波动。因此,DL 建模解决方案中的度日积累加速,物候发育提前。

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