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
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

Pagination

402-410

Auteurs

Natalia Riemer (N)

Universitat Kassel, Nordbahnhofstr. 1a, Witzenhausen, Hesse37213, Germany.

Manuela Schieler (M)

Central Institute for Decision Support Systems in Crop Protection (ZEPP), Rüdesheimer Str. 60-68, D-55545Bad Kreuznach, Germany.

Paolo Racca (P)

Central Institute for Decision Support Systems in Crop Protection (ZEPP), Rüdesheimer Str. 60-68, D-55545Bad Kreuznach, Germany.

Helmut Saucke (H)

Central Institute for Decision Support Systems in Crop Protection (ZEPP), Rüdesheimer Str. 60-68, D-55545Bad Kreuznach, Germany.

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Classifications MeSH