Data from: Asynchronous changes in abundance over large scales are explained by demographic variation rather than environmental stochasticity in an invasive flagellate
Environmental stochasticity is important in explaining the persistence and establishment of invasive species, but the simultaneous effects of environmental and demographic factors are difficult to separate. Understanding how demography and environmental factors affect invasive species abundance over...
Main Authors: | , |
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Format: | Dataset |
Language: | English |
Published: |
Dryad
2017
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Subjects: | |
Online Access: | https://doi.org/10.5061/dryad.685vq |
_version_ | 1821510863765372928 |
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author | Trigal, Cristina Ruete, Alejandro |
author_facet | Trigal, Cristina Ruete, Alejandro |
author_sort | Trigal, Cristina |
collection | Unknown |
description | Environmental stochasticity is important in explaining the persistence and establishment of invasive species, but the simultaneous effects of environmental and demographic factors are difficult to separate. Understanding how demography and environmental factors affect invasive species abundance over large temporal and spatial scales is essential to anticipate populations at risk of becoming established and setting appropriate management measures. Using a hierarchical mixed modeling approach we analyzed the spatial and interannual dynamics of the invasive raphidophyte Gonyostomum semen, a noxious flagellate which is spreading in northern Europe, in response to demographic and environmental variation. We used data from 76 lakes distributed across two biogeographical regions in Sweden (Central Plains in the south and Fennoscandian region in the north) and sampled during 14 years. We found a strong asynchrony in the density dynamics of G. semen populations between the two regions. G. semen showed positive trends (i.e. increasing frequency of high density peaks) in most southern lakes, forming established populations with recurrent blooms in successive years in some of them. In contrast, G. semen populations were smaller and more stochastic in the north. G. semen previous year's abundance, a proxy for cyst production and recruitment, had a strong control on the dynamics, likely contributing to the stability of high density populations in southern lakes. Conversely, the effects of climate and habitat were weaker and their influence varied across regions. Temperature was the limiting factor in the north whereas local habitat was more important in the south. Synthesis: A full understanding of the mechanisms driving abundance changes across large scales can only be gained if endogenous and environmental factors are analyzed together. For phytoplankton species, and specially, noxious microalgae, this implies that proxies for cyst production and recruitment, which are the inoculum for next year population, should be ... |
format | Dataset |
genre | Fennoscandian |
genre_facet | Fennoscandian |
id | fttriple:oai:gotriple.eu:50|dedup_wf_001::018008aae6c4f2b6e23710a8a4bbaae6 |
institution | Open Polar |
language | English |
op_collection_id | fttriple |
op_doi | https://doi.org/10.5061/dryad.685vq |
op_relation | http://dx.doi.org/10.5061/dryad.685vq https://dx.doi.org/10.5061/dryad.685vq |
op_rights | lic_creative-commons |
op_source | 10.5061/dryad.685vq oai:easy.dans.knaw.nl:easy-dataset:93573 oai:services.nod.dans.knaw.nl:Products/dans:oai:easy.dans.knaw.nl:easy-dataset:93573 10|openaire____::9e3be59865b2c1c335d32dae2fe7b254 10|re3data_____::94816e6421eeb072e7742ce6a9decc5f re3data_____::r3d100000044 10|re3data_____::84e123776089ce3c7a33db98d9cd15a8 10|eurocrisdris::fe4903425d9040f680d8610d9079ea14 10|openaire____::081b82f96300b6a6e3d282bad31cb6e2 |
publishDate | 2017 |
publisher | Dryad |
record_format | openpolar |
spelling | fttriple:oai:gotriple.eu:50|dedup_wf_001::018008aae6c4f2b6e23710a8a4bbaae6 2025-01-16T21:52:01+00:00 Data from: Asynchronous changes in abundance over large scales are explained by demographic variation rather than environmental stochasticity in an invasive flagellate Trigal, Cristina Ruete, Alejandro 2017-03-08 https://doi.org/10.5061/dryad.685vq en eng Dryad http://dx.doi.org/10.5061/dryad.685vq https://dx.doi.org/10.5061/dryad.685vq lic_creative-commons 10.5061/dryad.685vq oai:easy.dans.knaw.nl:easy-dataset:93573 oai:services.nod.dans.knaw.nl:Products/dans:oai:easy.dans.knaw.nl:easy-dataset:93573 10|openaire____::9e3be59865b2c1c335d32dae2fe7b254 10|re3data_____::94816e6421eeb072e7742ce6a9decc5f re3data_____::r3d100000044 10|re3data_____::84e123776089ce3c7a33db98d9cd15a8 10|eurocrisdris::fe4903425d9040f680d8610d9079ea14 10|openaire____::081b82f96300b6a6e3d282bad31cb6e2 Aquatic plant ecology invasive microalgae Gonyostomum semen Lakes Raphidophyceae interannual density dynamics hierarchical mixed-effects models Biogeography Sweden Life sciences medicine and health care envir geo Dataset https://vocabularies.coar-repositories.org/resource_types/c_ddb1/ 2017 fttriple https://doi.org/10.5061/dryad.685vq 2023-01-22T17:23:37Z Environmental stochasticity is important in explaining the persistence and establishment of invasive species, but the simultaneous effects of environmental and demographic factors are difficult to separate. Understanding how demography and environmental factors affect invasive species abundance over large temporal and spatial scales is essential to anticipate populations at risk of becoming established and setting appropriate management measures. Using a hierarchical mixed modeling approach we analyzed the spatial and interannual dynamics of the invasive raphidophyte Gonyostomum semen, a noxious flagellate which is spreading in northern Europe, in response to demographic and environmental variation. We used data from 76 lakes distributed across two biogeographical regions in Sweden (Central Plains in the south and Fennoscandian region in the north) and sampled during 14 years. We found a strong asynchrony in the density dynamics of G. semen populations between the two regions. G. semen showed positive trends (i.e. increasing frequency of high density peaks) in most southern lakes, forming established populations with recurrent blooms in successive years in some of them. In contrast, G. semen populations were smaller and more stochastic in the north. G. semen previous year's abundance, a proxy for cyst production and recruitment, had a strong control on the dynamics, likely contributing to the stability of high density populations in southern lakes. Conversely, the effects of climate and habitat were weaker and their influence varied across regions. Temperature was the limiting factor in the north whereas local habitat was more important in the south. Synthesis: A full understanding of the mechanisms driving abundance changes across large scales can only be gained if endogenous and environmental factors are analyzed together. For phytoplankton species, and specially, noxious microalgae, this implies that proxies for cyst production and recruitment, which are the inoculum for next year population, should be ... Dataset Fennoscandian Unknown |
spellingShingle | Aquatic plant ecology invasive microalgae Gonyostomum semen Lakes Raphidophyceae interannual density dynamics hierarchical mixed-effects models Biogeography Sweden Life sciences medicine and health care envir geo Trigal, Cristina Ruete, Alejandro Data from: Asynchronous changes in abundance over large scales are explained by demographic variation rather than environmental stochasticity in an invasive flagellate |
title | Data from: Asynchronous changes in abundance over large scales are explained by demographic variation rather than environmental stochasticity in an invasive flagellate |
title_full | Data from: Asynchronous changes in abundance over large scales are explained by demographic variation rather than environmental stochasticity in an invasive flagellate |
title_fullStr | Data from: Asynchronous changes in abundance over large scales are explained by demographic variation rather than environmental stochasticity in an invasive flagellate |
title_full_unstemmed | Data from: Asynchronous changes in abundance over large scales are explained by demographic variation rather than environmental stochasticity in an invasive flagellate |
title_short | Data from: Asynchronous changes in abundance over large scales are explained by demographic variation rather than environmental stochasticity in an invasive flagellate |
title_sort | data from: asynchronous changes in abundance over large scales are explained by demographic variation rather than environmental stochasticity in an invasive flagellate |
topic | Aquatic plant ecology invasive microalgae Gonyostomum semen Lakes Raphidophyceae interannual density dynamics hierarchical mixed-effects models Biogeography Sweden Life sciences medicine and health care envir geo |
topic_facet | Aquatic plant ecology invasive microalgae Gonyostomum semen Lakes Raphidophyceae interannual density dynamics hierarchical mixed-effects models Biogeography Sweden Life sciences medicine and health care envir geo |
url | https://doi.org/10.5061/dryad.685vq |