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基于分层聚类抽样的南卡罗来纳州商业西瓜田叶病原菌发生的影响因素。

Factors Influencing the Occurrence of Foliar Pathogens in Commercial Watermelon Fields in South Carolina Based on Stratified Cluster Sampling.

机构信息

1 Clemson University, Coastal Research and Education Center, Charleston, SC 29414; and.

2 Clemson University, Department of Mathematical Sciences, Clemson, SC 29634.

出版信息

Plant Dis. 2019 Mar;103(3):484-494. doi: 10.1094/PDIS-07-18-1188-RE. Epub 2019 Jan 10.

Abstract

The influence of environmental and management factors on the occurrence of foliar pathogens of watermelon was analyzed using survey-sampling data collected from commercial farms in South Carolina in spring 2015 and spring and fall 2016. A stratified two-stage cluster sampling design was used to sample symptomatic watermelon leaves from 56 fields of 27 growers in seven counties representing the main watermelon-producing areas in the state. In the sampling design, counties corresponded to strata, growers to first-stage clusters, and fields to second-stage clusters. Pathogens were identified on 100 leaves collected per field based on reproductive structures that formed on the leaves. Information about previous crops, fruit type, field size, transplanting date, first harvest date, and fungicides applied within 7 days and within 7 to 14 days prior to sampling was obtained from growers. Field alignment was determined with a compass. Survey-specific logistic regression procedures were used to analyze the effect of these factors on the probabilities of pathogen occurrence. Five fungal pathogens, Stagonosporopsis spp., Podosphaera xanthii, Cercospora citrullina, Colletotrichum orbiculare, and Myrothecium sensu lato (s.l.), and the oomycete Pseudoperonospora cubensis were included in the analyses. Among the factors we analyzed, there was a consistent increased probability of occurrence of Stagonosporopsis spp. in fields with a previous cucurbit crop, increasing probabilities of pathogen occurrence with increasing plant age, a lower probability of occurrence of some pathogens on triploid cultivars compared with diploid cultivars, and a decrease in probability of pathogen occurrence in fields aligned toward southwest or west. Application of fungicides significantly reduced the probability of observing C. citrullina, P. cubensis, and Stagonosporopsis spp. in 2015 and P. xanthii in spring 2016. This study emphasizes the importance of crop rotation and fungicide applications to manage foliar diseases of watermelon, particularly gummy stem blight, powdery mildew, and downy mildew. Crop age, cultivar type, and field alignment also were found to significantly influence the probability of pathogen occurrence. To the best of our knowledge, this is the first study examining the influence of various factors on foliar pathogens of watermelon with data collected from commercial fields.

摘要

本研究利用 2015 年春季和 2016 年春季和秋季在南卡罗来纳州商业农场采集的调查抽样数据,分析了环境和管理因素对西瓜叶部病原菌发生的影响。采用分层两阶段聚类抽样设计,从该州主要西瓜产区 7 个县的 27 个种植者的 56 个田块中采集有症状的西瓜叶片。在抽样设计中,县对应于层,种植者对应于第一阶段聚类,田块对应于第二阶段聚类。在每个田块采集的 100 片叶片上,根据叶片上形成的繁殖结构来鉴定病原菌。从种植者处获得关于前茬作物、果实类型、田块大小、移栽日期、首次收获日期以及在采样前 7 天和 7-14 天内施用的杀菌剂的信息。使用罗盘确定田块方位。采用特定于调查的逻辑回归程序分析这些因素对病原菌发生概率的影响。在分析中包括了 5 种真菌病原菌:Stagonosporopsis spp.、Podosphaera xanthii、Cercospora citrullina、Colletotrichum orbiculare 和 Myrothecium sensu lato(s.l.),以及卵菌 Pseudoperonospora cubensis。在所分析的因素中,以前种植葫芦科作物的田块中 Stagonosporopsis spp.发生的概率持续增加,病原菌发生的概率随植物年龄的增加而增加,与二倍体品种相比,三倍体品种上一些病原菌的发生概率较低,而田块朝向西南或西方时病原菌发生的概率降低。杀菌剂的施用显著降低了 2015 年观察到的 C. citrullina、P. cubensis 和 Stagonosporopsis spp.以及 2016 年春季 P. xanthii的概率。本研究强调了轮作和杀菌剂施用对防治西瓜叶部病害(特别是细菌性果斑病、白粉病和霜霉病)的重要性。作物年龄、品种类型和田块方位也被发现对病原菌发生的概率有显著影响。据我们所知,这是首次利用从商业田块收集的数据研究各种因素对西瓜叶部病原菌的影响。

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