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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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 |
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Open Polar |
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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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1809906595371417600 |