Modeling reproductive traits of an invasive bivalve species under contrasting climate scenarios from 1960 to 2100

Identifying the drivers that control the reproductive success of a population is vital to forecasting the consequences of climate change in terms of distribution shift and population dynamics. In the present study, we aimed to improve our understanding of the environmental conditions that allowed th...

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Main Authors: Gourault, M., Petton, S., /Thomas, Yoann, /Pecquerie, Laure, Marques, G. M., Cassou, C., Fleury, E., Paulet, Y. M., Pouvreau, S.
Format: Text
Language:English
Published: 2019
Subjects:
Online Access:https://www.documentation.ird.fr/hor/fdi:010074829
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spelling ftird:oai:ird.fr:fdi:010074829 2024-09-09T19:37:26+00:00 Modeling reproductive traits of an invasive bivalve species under contrasting climate scenarios from 1960 to 2100 Gourault, M. Petton, S. /Thomas, Yoann /Pecquerie, Laure Marques, G. M. Cassou, C. Fleury, E. Paulet, Y. M. Pouvreau, S. FRANCE ATLANTIQUE 2019 https://www.documentation.ird.fr/hor/fdi:010074829 EN eng https://www.documentation.ird.fr/hor/fdi:010074829 oai:ird.fr:fdi:010074829 Gourault M., Petton S., Thomas Yoann, Pecquerie Laure, Marques G. M., Cassou C., Fleury E., Paulet Y. M., Pouvreau S. Modeling reproductive traits of an invasive bivalve species under contrasting climate scenarios from 1960 to 2100. 2019, 143 (Special Issue), p. 128-139 DEB model IPCC scenarios Reproductive traits Crassostrea gigas Bay of Brest text 2019 ftird 2024-08-15T05:57:41Z Identifying the drivers that control the reproductive success of a population is vital to forecasting the consequences of climate change in terms of distribution shift and population dynamics. In the present study, we aimed to improve our understanding of the environmental conditions that allowed the colonization of the Pacific oyster, Crassostrea gigas, in the Bay of Brest since its introduction in the 1960s. We also aimed to evaluate the potential consequences of future climate change on its reproductive success and further expansion. Three reproductive traits were defined to study the success of the reproduction: the spawning occurrence, synchronicity among individuals and individual fecundity. We simulated these traits by applying an individual-based modeling approach using a Dynamic Energy Budget (DEB) model. First, the model was calibrated for C. gigas in the Bay of Brest using a 6-year monitoring dataset (2009-2014). Second, we reconstructed past temperature conditions since 1960 in order to run the model backwards (hindcasting analysis) and identified the emergence of conditions that favored increasing reproductive success. Third, we explored the regional consequences of two contrasting IPCC climate scenarios (RCP2.6 and RCP8.5) on the reproductive success of this species in the bay for the 2100 horizon (forecasting analysis). In both analyses, since phytoplankton concentration variations were, at that point, unknown in the past and unpredicted in the future, we made an initial assumption that our six years of observed phytoplankton concentrations were informative enough to represent "past and future possibilities" of phytoplankton dynamics in the Bay of Brest. Therefore, temperature is the variable that we modified under each forecasting and hindcasting runs. The hindcasting simulations showed that the spawning events increased after 1995, which agrees with the observations made on C. gigas colonization. The forecasting simulations showed that under the warmer scenario (RCP8.5), reproductive success ... Text Crassostrea gigas Pacific oyster IRD (Institute de recherche pour le développement): Horizon Pacific
institution Open Polar
collection IRD (Institute de recherche pour le développement): Horizon
op_collection_id ftird
language English
topic DEB model
IPCC scenarios
Reproductive traits
Crassostrea gigas
Bay of Brest
spellingShingle DEB model
IPCC scenarios
Reproductive traits
Crassostrea gigas
Bay of Brest
Gourault, M.
Petton, S.
/Thomas, Yoann
/Pecquerie, Laure
Marques, G. M.
Cassou, C.
Fleury, E.
Paulet, Y. M.
Pouvreau, S.
Modeling reproductive traits of an invasive bivalve species under contrasting climate scenarios from 1960 to 2100
topic_facet DEB model
IPCC scenarios
Reproductive traits
Crassostrea gigas
Bay of Brest
description Identifying the drivers that control the reproductive success of a population is vital to forecasting the consequences of climate change in terms of distribution shift and population dynamics. In the present study, we aimed to improve our understanding of the environmental conditions that allowed the colonization of the Pacific oyster, Crassostrea gigas, in the Bay of Brest since its introduction in the 1960s. We also aimed to evaluate the potential consequences of future climate change on its reproductive success and further expansion. Three reproductive traits were defined to study the success of the reproduction: the spawning occurrence, synchronicity among individuals and individual fecundity. We simulated these traits by applying an individual-based modeling approach using a Dynamic Energy Budget (DEB) model. First, the model was calibrated for C. gigas in the Bay of Brest using a 6-year monitoring dataset (2009-2014). Second, we reconstructed past temperature conditions since 1960 in order to run the model backwards (hindcasting analysis) and identified the emergence of conditions that favored increasing reproductive success. Third, we explored the regional consequences of two contrasting IPCC climate scenarios (RCP2.6 and RCP8.5) on the reproductive success of this species in the bay for the 2100 horizon (forecasting analysis). In both analyses, since phytoplankton concentration variations were, at that point, unknown in the past and unpredicted in the future, we made an initial assumption that our six years of observed phytoplankton concentrations were informative enough to represent "past and future possibilities" of phytoplankton dynamics in the Bay of Brest. Therefore, temperature is the variable that we modified under each forecasting and hindcasting runs. The hindcasting simulations showed that the spawning events increased after 1995, which agrees with the observations made on C. gigas colonization. The forecasting simulations showed that under the warmer scenario (RCP8.5), reproductive success ...
format Text
author Gourault, M.
Petton, S.
/Thomas, Yoann
/Pecquerie, Laure
Marques, G. M.
Cassou, C.
Fleury, E.
Paulet, Y. M.
Pouvreau, S.
author_facet Gourault, M.
Petton, S.
/Thomas, Yoann
/Pecquerie, Laure
Marques, G. M.
Cassou, C.
Fleury, E.
Paulet, Y. M.
Pouvreau, S.
author_sort Gourault, M.
title Modeling reproductive traits of an invasive bivalve species under contrasting climate scenarios from 1960 to 2100
title_short Modeling reproductive traits of an invasive bivalve species under contrasting climate scenarios from 1960 to 2100
title_full Modeling reproductive traits of an invasive bivalve species under contrasting climate scenarios from 1960 to 2100
title_fullStr Modeling reproductive traits of an invasive bivalve species under contrasting climate scenarios from 1960 to 2100
title_full_unstemmed Modeling reproductive traits of an invasive bivalve species under contrasting climate scenarios from 1960 to 2100
title_sort modeling reproductive traits of an invasive bivalve species under contrasting climate scenarios from 1960 to 2100
publishDate 2019
url https://www.documentation.ird.fr/hor/fdi:010074829
op_coverage FRANCE
ATLANTIQUE
geographic Pacific
geographic_facet Pacific
genre Crassostrea gigas
Pacific oyster
genre_facet Crassostrea gigas
Pacific oyster
op_relation https://www.documentation.ird.fr/hor/fdi:010074829
oai:ird.fr:fdi:010074829
Gourault M., Petton S., Thomas Yoann, Pecquerie Laure, Marques G. M., Cassou C., Fleury E., Paulet Y. M., Pouvreau S. Modeling reproductive traits of an invasive bivalve species under contrasting climate scenarios from 1960 to 2100. 2019, 143 (Special Issue), p. 128-139
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