Modelling of post-diapause development and spring emergence of
Development rate
nonlinear model
parameter estimation
pest management
photoperiod
temperature
Journal
Bulletin of entomological research
ISSN: 1475-2670
Titre abrégé: Bull Entomol Res
Pays: England
ID NLM: 2984715R
Informations de publication
Date de publication:
Aug 2021
Aug 2021
Historique:
pubmed:
20
1
2021
medline:
27
7
2021
entrez:
19
1
2021
Statut:
ppublish
Résumé
The prediction of the post-diapause emergence is the first step towards a comprehensive decision support system that can contribute to a considerable reduction of pesticide use by forecasting a precise spraying date. The cumulative field emergence can be described as a function of the cumulative development rate. We investigated the impact of seven constant temperatures and five light regimes on post-diapause development in laboratory experiments. Development rate depended significantly on temperature but not on photoperiod. We therefore fit non-linear thermal performance curves, a better and more modern approach over past linear models, to describe the development rate as a function of temperature. The four parameter Brière function was the most suitable and was subsequently applied to temperature data from 36 previous pea fields, where pea moth emergence was measured with pheromone traps in Northern Hesse (Germany). In order to describe the variation in development times between individuals, we fit five nonlinear distribution models to the cumulative development rate as a function of cumulative field emergence. The three parameter Gompertz model was selected as the best fitted model. We validated the model performance with an independent field data set. The model correctly predicted the first moth in the trap and the peak emergence in 81.82% of cases, with an average deviation of only 2.00 and 2.09 days respectively.
Identifiants
pubmed: 33461646
doi: 10.1017/S0007485320000772
pii: S0007485320000772
doi:
Types de publication
Journal Article
Validation Study
Langues
eng
Sous-ensembles de citation
IM