Climatic drivers of Verticillium dahliae occurrence in Mediterranean olive-growing areas of southern Spain.

Verticillium wilt, caused by the soil-borne fungus Verticillium dahliae, is one of the most harmful diseases in Mediterranean olive-growing areas. Although, the effects of both soil temperature and moisture on V. dahliae are well known, there is scant knowledge about what climatic drivers affect the...

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Main Authors: Juan M Requena-Mullor, Jose Manuel García-Garrido, Pedro Antonio García, Estefanía Rodríguez
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2020-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0232648
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spelling doaj-9cdf40c8f58c49c28f167826e2e3b8052021-03-04T12:46:59ZengPublic Library of Science (PLoS)PLoS ONE1932-62032020-01-011512e023264810.1371/journal.pone.0232648Climatic drivers of Verticillium dahliae occurrence in Mediterranean olive-growing areas of southern Spain.Juan M Requena-MullorJose Manuel García-GarridoPedro Antonio GarcíaEstefanía RodríguezVerticillium wilt, caused by the soil-borne fungus Verticillium dahliae, is one of the most harmful diseases in Mediterranean olive-growing areas. Although, the effects of both soil temperature and moisture on V. dahliae are well known, there is scant knowledge about what climatic drivers affect the occurrence of the pathogen on a large scale. Here, we investigate what climatic drivers determine V. dahliae occurrence in olive-growing areas in southern Spain. In order to bridge this gap in knowledge, a large-scale field survey was carried out to collect data on the occurrence of V. dahliae in 779 olive groves in Granada province. Forty models based on competing combinations of climatic variables were fitted and evaluated using information-theoretic methods. A model that included a multiplicative combination of seasonal and extreme climatic variables was found to be the most viable one. Isothermality and the seasonal distribution of precipitation were the most important variables influencing the occurrence of the pathogen. The isothermal effect was in turn modulated by the seasonality of rainfall, and this became less negative as seasonality increases. Thus, V. dahliae occurs more frequently in olive-growing areas where the day-night temperature oscillation is lower than the summer-winter one. We also found that irrigation reduced the influence of isothermality on occurrence. Our results demonstrate that long-term compound climatic factors rather than "primary" variables, such as annual trends, can better explain the spatial patterns of V. dahliae occurrence in Mediterranean, southern Spain. One important implication of our study is that appropriate irrigation management, when temperature oscillation approaches optimal conditions for V. dahliae to thrive, may reduce the appearance of symptoms in olive trees.https://doi.org/10.1371/journal.pone.0232648
collection DOAJ
language English
format Article
sources DOAJ
author Juan M Requena-Mullor
Jose Manuel García-Garrido
Pedro Antonio García
Estefanía Rodríguez
spellingShingle Juan M Requena-Mullor
Jose Manuel García-Garrido
Pedro Antonio García
Estefanía Rodríguez
Climatic drivers of Verticillium dahliae occurrence in Mediterranean olive-growing areas of southern Spain.
PLoS ONE
author_facet Juan M Requena-Mullor
Jose Manuel García-Garrido
Pedro Antonio García
Estefanía Rodríguez
author_sort Juan M Requena-Mullor
title Climatic drivers of Verticillium dahliae occurrence in Mediterranean olive-growing areas of southern Spain.
title_short Climatic drivers of Verticillium dahliae occurrence in Mediterranean olive-growing areas of southern Spain.
title_full Climatic drivers of Verticillium dahliae occurrence in Mediterranean olive-growing areas of southern Spain.
title_fullStr Climatic drivers of Verticillium dahliae occurrence in Mediterranean olive-growing areas of southern Spain.
title_full_unstemmed Climatic drivers of Verticillium dahliae occurrence in Mediterranean olive-growing areas of southern Spain.
title_sort climatic drivers of verticillium dahliae occurrence in mediterranean olive-growing areas of southern spain.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2020-01-01
description Verticillium wilt, caused by the soil-borne fungus Verticillium dahliae, is one of the most harmful diseases in Mediterranean olive-growing areas. Although, the effects of both soil temperature and moisture on V. dahliae are well known, there is scant knowledge about what climatic drivers affect the occurrence of the pathogen on a large scale. Here, we investigate what climatic drivers determine V. dahliae occurrence in olive-growing areas in southern Spain. In order to bridge this gap in knowledge, a large-scale field survey was carried out to collect data on the occurrence of V. dahliae in 779 olive groves in Granada province. Forty models based on competing combinations of climatic variables were fitted and evaluated using information-theoretic methods. A model that included a multiplicative combination of seasonal and extreme climatic variables was found to be the most viable one. Isothermality and the seasonal distribution of precipitation were the most important variables influencing the occurrence of the pathogen. The isothermal effect was in turn modulated by the seasonality of rainfall, and this became less negative as seasonality increases. Thus, V. dahliae occurs more frequently in olive-growing areas where the day-night temperature oscillation is lower than the summer-winter one. We also found that irrigation reduced the influence of isothermality on occurrence. Our results demonstrate that long-term compound climatic factors rather than "primary" variables, such as annual trends, can better explain the spatial patterns of V. dahliae occurrence in Mediterranean, southern Spain. One important implication of our study is that appropriate irrigation management, when temperature oscillation approaches optimal conditions for V. dahliae to thrive, may reduce the appearance of symptoms in olive trees.
url https://doi.org/10.1371/journal.pone.0232648
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