Factors Influencing the Occurrence of Onion Downy Mildew (Peronospora destructor) Epidemics: Trends from 31 Years of Observational Data
Autor: | Odile Carisse, Pierre Dutilleul, Hervé Van der Heyden, Guillaume J. Bilodeau, Jean-Benoit Charron |
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Rok vydání: | 2020 |
Předmět: |
0106 biological sciences
010504 meteorology & atmospheric sciences Landscape epidemiology Incidence (epidemiology) lcsh:S Peronospora destructor Climate change Biology Logistic regression biology.organism_classification 01 natural sciences lcsh:Agriculture polyetic development landscape epidemiology climate change Downy mildew Destructor long-term disease development Agronomy and Crop Science Overwintering 010606 plant biology & botany 0105 earth and related environmental sciences Demography |
Zdroj: | Agronomy Volume 10 Issue 5 Agronomy, Vol 10, Iss 738, p 738 (2020) |
ISSN: | 2073-4395 |
Popis: | Onion downy mildew (ODM) caused by Peronospora destructor has been increasing annually in south-western Qué bec since the early 2000s, reaching 33% of affected onion fields in 2014. Using observational data collected over a period of 31 consecutive years, this study aimed to investigate the variations in ODM incidence and epidemic onset and identify the meteorological variables that influence its polyetic development. A logistic model was fitted to each ODM epidemic to estimate and compare the onset of epidemics on a regional basis. Results of this analysis showed that the first observation date, 10% epidemic onset (b10) and mid-time (b) were, on average, 30.4, 15.1 and 11.3 days earlier in 2007&ndash 2017 than in 1987&ndash 1996. Results of a principal component analysis suggested that regional disease incidence was mostly influenced by the precipitation regime, the final regional disease incidence the previous year, and warmer temperature during the harvest period the previous fall. Subsequently, the data were divided in three periods of 10, 10 and 11 years, and a discriminant analysis was performed to classify each year in the correct period. Using a sufficient subset of five discriminating variables (temperature and rainfall at harvest the previous fall, winter coldness, solar radiation, and disease incidence the previous year), it was possible to classify 93.5% of the ODM epidemics in the period where they belong. These results suggest that P. destructor may overwinter under northern latitudes and help to highlight the need for more research on overwintering and for the development of molecular-based tools enabling the monitoring of initial and secondary inoculum. |
Databáze: | OpenAIRE |
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