Factors Affecting the Dynamics of Frosty Pod Rot in the Main Cocoa Areas of Santander State, Colombia

Frosty pod rot (FPR) caused by Moniliophthora roreri is the primary disease affecting cacao production in the major producing countries of the Americas and is one of the major threats to cacao worldwide. The incidence of FPR on clones with different levels of resistance was investigated in four loca...

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Veröffentlicht in:Plant disease. - 1997. - 103(2019), 7 vom: 01. Juli, Seite 1665-1673
1. Verfasser: Jaimes, Yeirme Y (VerfasserIn)
Weitere Verfasser: Ribeyre, Fabienne, Gonzalez, Carolina, Rojas, Jairo, Furtado, Edson L, Cilas, Christian
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2019
Zugriff auf das übergeordnete Werk:Plant disease
Schlagworte:Journal Article trophic interaction boosted regression tree disease development and spread disease resistance epidemiology frosty pod rot fruit production
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520 |a Frosty pod rot (FPR) caused by Moniliophthora roreri is the primary disease affecting cacao production in the major producing countries of the Americas and is one of the major threats to cacao worldwide. The incidence of FPR on clones with different levels of resistance was investigated in four localities of Santander State, Colombia, between July 2013 and May 2015. Dynamics of diseased pods were modeled using boosted regression trees, a machine learning technique that allows regressions to be performed without prior statistical assumptions. The results suggested that FPR epidemics varied according to plot location, clone, weeks of observation, and total pods produced. Dynamics in the phenology of pods had an effect on the epidemics, and this dynamic could partially explain the difference in resistance among clones. Although not total, partial resistance of ICS 95 was confirmed. An important wilt effect was observed, particularly in the resistant clones; consequently, differences in harvested pods were not significant among clones. Pod stripping remains a good practice for the management of the disease and this practice could also have an effect on the pod dynamics and wilt phenomenon 
650 4 |a Journal Article 
650 4 |a trophic interaction 
650 4 |a boosted regression tree 
650 4 |a disease development and spread 
650 4 |a disease resistance 
650 4 |a epidemiology 
650 4 |a frosty pod rot 
650 4 |a fruit production 
700 1 |a Ribeyre, Fabienne  |e verfasserin  |4 aut 
700 1 |a Gonzalez, Carolina  |e verfasserin  |4 aut 
700 1 |a Rojas, Jairo  |e verfasserin  |4 aut 
700 1 |a Furtado, Edson L  |e verfasserin  |4 aut 
700 1 |a Cilas, Christian  |e verfasserin  |4 aut 
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