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Weather anomalies more important than climate means in driving insect phenology
Studies of long-term trends in phenology often rely on climatic averages or accumulated heat, overlooking climate variability. Here we test the hypothesis that unusual weather conditions are critical in driving adult insect phenology. First, we generate phenological estimates for Lepidoptera (moths...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10163234/ https://www.ncbi.nlm.nih.gov/pubmed/37147472 http://dx.doi.org/10.1038/s42003-023-04873-4 |
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author | Guralnick, R. P. Campbell, L. P. Belitz, M. W. |
author_facet | Guralnick, R. P. Campbell, L. P. Belitz, M. W. |
author_sort | Guralnick, R. P. |
collection | PubMed |
description | Studies of long-term trends in phenology often rely on climatic averages or accumulated heat, overlooking climate variability. Here we test the hypothesis that unusual weather conditions are critical in driving adult insect phenology. First, we generate phenological estimates for Lepidoptera (moths and butterflies) across the Eastern USA, and over a 70 year period, using natural history collections data. Next, we assemble a set of predictors, including the number of unusually warm and cold days prior to, and during, the adult flight period. We then use phylogenetically informed linear mixed effects models to evaluate effects of unusual weather events, climate context, species traits, and their interactions on flight onset, offset and duration. We find increasing numbers of both warm and cold days were strong effects, dramatically increasing flight duration. This strong effect on duration is likely driven by differential onset and termination dynamics. For flight onset, impact of unusual climate conditions is dependent on climatic context, but for flight cessation, more unusually cold days always lead to later termination particularly for multivoltine species. These results show that understanding phenological responses under global change must account for unusual weather events, especially given they are predicted to increase in frequency and severity. |
format | Online Article Text |
id | pubmed-10163234 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-101632342023-05-07 Weather anomalies more important than climate means in driving insect phenology Guralnick, R. P. Campbell, L. P. Belitz, M. W. Commun Biol Article Studies of long-term trends in phenology often rely on climatic averages or accumulated heat, overlooking climate variability. Here we test the hypothesis that unusual weather conditions are critical in driving adult insect phenology. First, we generate phenological estimates for Lepidoptera (moths and butterflies) across the Eastern USA, and over a 70 year period, using natural history collections data. Next, we assemble a set of predictors, including the number of unusually warm and cold days prior to, and during, the adult flight period. We then use phylogenetically informed linear mixed effects models to evaluate effects of unusual weather events, climate context, species traits, and their interactions on flight onset, offset and duration. We find increasing numbers of both warm and cold days were strong effects, dramatically increasing flight duration. This strong effect on duration is likely driven by differential onset and termination dynamics. For flight onset, impact of unusual climate conditions is dependent on climatic context, but for flight cessation, more unusually cold days always lead to later termination particularly for multivoltine species. These results show that understanding phenological responses under global change must account for unusual weather events, especially given they are predicted to increase in frequency and severity. Nature Publishing Group UK 2023-05-05 /pmc/articles/PMC10163234/ /pubmed/37147472 http://dx.doi.org/10.1038/s42003-023-04873-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Guralnick, R. P. Campbell, L. P. Belitz, M. W. Weather anomalies more important than climate means in driving insect phenology |
title | Weather anomalies more important than climate means in driving insect phenology |
title_full | Weather anomalies more important than climate means in driving insect phenology |
title_fullStr | Weather anomalies more important than climate means in driving insect phenology |
title_full_unstemmed | Weather anomalies more important than climate means in driving insect phenology |
title_short | Weather anomalies more important than climate means in driving insect phenology |
title_sort | weather anomalies more important than climate means in driving insect phenology |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10163234/ https://www.ncbi.nlm.nih.gov/pubmed/37147472 http://dx.doi.org/10.1038/s42003-023-04873-4 |
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