Effectiveness of potato late blight (Phytophthora infestans) forecast by meteorological estimation in mountainous terrain based on CARAH rules

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS
Qiang Wu , Yuan-yan Yang , Okbagaber Andom , Yan-li Li , Zi-zi Luo , An-hong Guo
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Abstract

Potato late blight (PLB) caused by Phytophthora infestans (Mont.) de Bary, its incidence and development are highly dependent on meteorological conditions. To solve the problem of PLB in mountainous terrain under the condition of limited meteorological monitoring capability, the air temperature and humidity was estimated based on the basic meteorological datasets, the forecast effect of the onset period and infection cycle of PLB based on CARAH rules was evaluated. The average MAE, RMSE and CI of the estimated air temperature and observations were 1.17 °C, 1.52 °C and 0.95, respectively. The average MAE, RMSE and CI of the estimated relative humidity and observations were 8.0 %, 10.7 % and 0.53, respectively. The curve of the infection cycle of PLB at different locations were estimated from the basic meteorological datasets based on the CARAH rules, and the false alarm and missing ratios were 8.8 % and 4.6 % respectively. It may be delayed by 1 or 2 fungal generations compared to the observations, and then the protective fungicide should be adjusted to a systemic fungicide. The false alarm of the infection cycle of PLB may increase in dry air conditions, and the missing report may occur in humid condition.

基于CARAH规则的山区马铃薯晚疫病气象预报效果研究
马铃薯晚疫病(PLB)是马铃薯作物最具破坏性的病害之一,其发病和发展高度依赖气象条件。为解决气象监测能力有限条件下山区地形PLB问题,选择重庆市山地马铃薯主产区作为研究区。基于气象站基础数据集,分析了不同海拔、不同地点气温、湿度估算的精度,评价了基于CARAH规则对PLB发病期和感染周期的预测效果。估计气温与观测值的平均MAE、RMSE和CI分别为1.17℃、1.52℃和0.95℃。气温估算对基础气象站大高差温度和地形因素引起的温度效应项有显著的校正作用。估计相对湿度和观测值的平均MAE、RMSE和CI分别为8.0%、10.7%和0.53。与代表性较弱的观测相比,露点法可以减少低估湿度条件的可能性。根据CARAH规则,从基本站点的气温和湿度估算出不同地点PLB的感染周期曲线,虚警率和漏报率分别为8.8%和4.6%。对感染周期的预测是非常准确的,尽管与观测结果相比可能会延迟1或2个真菌代,然后应将保护性杀菌剂调整为系统性杀菌剂。干燥空气条件下PLB感染周期虚警增加,潮湿条件下漏报。
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
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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