A test of six simple indices to display the phenology of butterflies using a large multi-source database

Valentina Cima,Benoît Fontaine, Isabelle Witté, Pascal Dupont,Martin Jeanmougin,Julien Touroult

Ecological Indicators（2020）

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摘要

•Opportunistic records may provide meaningful information on species phenology.•Raw indices perform as well as corrected measures for butterflies.•Expert opinion and standardized data were used to calibrate opportunistic data

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关键词

Opportunistic data,Citizen science,Lepidoptera,Flight period,Seasonality,Bias correction,Sampling effort

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