Supplementary data for: Using mathematical modelling to investigate the adaptive divergence of whitefish in Fennoscandia

These data constitute the supplementary material for the publication "Using mathematical modelling to investigate the adaptive divergence of whitefish in Fennoscandia". The dataset forms the results for the entire parameter space used in simulations. Please read the following abstract from...

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Main Authors: Thibert-Plante, Xavier, Præbel, Kim, Østbye, Kjartan, Kahilainen, Kimmo K, Amundsen, Per-Arne, Gavrilets, Sergey
Format: Other/Unknown Material
Language:English
Published: DataverseNO 2020
Subjects:
Online Access:https://doi.org/10.18710/PI8PJQ
id ftdataverseno:doi:10.18710/PI8PJQ
record_format openpolar
spelling ftdataverseno:doi:10.18710/PI8PJQ 2024-10-13T14:07:07+00:00 Supplementary data for: Using mathematical modelling to investigate the adaptive divergence of whitefish in Fennoscandia Thibert-Plante, Xavier Præbel, Kim Østbye, Kjartan Kahilainen, Kimmo K Amundsen, Per-Arne Gavrilets, Sergey Præbel, Kim 2020-04-01 https://doi.org/10.18710/PI8PJQ English eng DataverseNO https://doi.org/10.18710/PI8PJQ Mathematical Sciences Medicine Health and Life Sciences gene flow whitefish speciation divergence individual-based simulation parapatric speciation mathematical modeling model simulations 2020 ftdataverseno https://doi.org/10.18710/PI8PJQ 2024-09-24T14:11:59Z These data constitute the supplementary material for the publication "Using mathematical modelling to investigate the adaptive divergence of whitefish in Fennoscandia". The dataset forms the results for the entire parameter space used in simulations. Please read the following abstract from publication for more detail about the nature of the project. Modern speciation theory has greatly benefited from a variety of simple mathematical models focusing on the conditions and patterns of speciation and diversification in the presence of geneflow. Unfortunately the application of general theoretical concepts and tools to specific ecological systems remains a challenge. Here we apply modeling tools to better understand adaptive divergence of whitefish during the postglacial period in lakes of northern Fennoscandia. These lakes harbor up to three different morphs associated with the three major lake habitats: littoral, pelagic, and profundal. Using large-scale individual-based simulations, we aim to identify factors required for in situ emergence of the pelagic and profundal morphs in lakes initially colonized by the littoral morph. The importance of some of the factors we identify and study - sufficiently large levels of initial genetic variation, size- and habitat-specific mating, sufficiently large carrying capacity of the new niche - is already well recognized. In addition, our model also points to two other factors that have been largely disregarded in theoretical studies: fitness-dependent dispersal and strong predator pressure in the ancestral niche coupled with the lack of it in the new niche(s). We use our theoretical results to speculate about the process of diversification of whitefish in Fennoscandia and to identify potentially profitable directions for future empirical research. Other/Unknown Material Fennoscandia DataverseNO
institution Open Polar
collection DataverseNO
op_collection_id ftdataverseno
language English
topic Mathematical Sciences
Medicine
Health and Life Sciences
gene flow
whitefish
speciation
divergence
individual-based simulation
parapatric speciation
mathematical modeling
spellingShingle Mathematical Sciences
Medicine
Health and Life Sciences
gene flow
whitefish
speciation
divergence
individual-based simulation
parapatric speciation
mathematical modeling
Thibert-Plante, Xavier
Præbel, Kim
Østbye, Kjartan
Kahilainen, Kimmo K
Amundsen, Per-Arne
Gavrilets, Sergey
Supplementary data for: Using mathematical modelling to investigate the adaptive divergence of whitefish in Fennoscandia
topic_facet Mathematical Sciences
Medicine
Health and Life Sciences
gene flow
whitefish
speciation
divergence
individual-based simulation
parapatric speciation
mathematical modeling
description These data constitute the supplementary material for the publication "Using mathematical modelling to investigate the adaptive divergence of whitefish in Fennoscandia". The dataset forms the results for the entire parameter space used in simulations. Please read the following abstract from publication for more detail about the nature of the project. Modern speciation theory has greatly benefited from a variety of simple mathematical models focusing on the conditions and patterns of speciation and diversification in the presence of geneflow. Unfortunately the application of general theoretical concepts and tools to specific ecological systems remains a challenge. Here we apply modeling tools to better understand adaptive divergence of whitefish during the postglacial period in lakes of northern Fennoscandia. These lakes harbor up to three different morphs associated with the three major lake habitats: littoral, pelagic, and profundal. Using large-scale individual-based simulations, we aim to identify factors required for in situ emergence of the pelagic and profundal morphs in lakes initially colonized by the littoral morph. The importance of some of the factors we identify and study - sufficiently large levels of initial genetic variation, size- and habitat-specific mating, sufficiently large carrying capacity of the new niche - is already well recognized. In addition, our model also points to two other factors that have been largely disregarded in theoretical studies: fitness-dependent dispersal and strong predator pressure in the ancestral niche coupled with the lack of it in the new niche(s). We use our theoretical results to speculate about the process of diversification of whitefish in Fennoscandia and to identify potentially profitable directions for future empirical research.
author2 Præbel, Kim
format Other/Unknown Material
author Thibert-Plante, Xavier
Præbel, Kim
Østbye, Kjartan
Kahilainen, Kimmo K
Amundsen, Per-Arne
Gavrilets, Sergey
author_facet Thibert-Plante, Xavier
Præbel, Kim
Østbye, Kjartan
Kahilainen, Kimmo K
Amundsen, Per-Arne
Gavrilets, Sergey
author_sort Thibert-Plante, Xavier
title Supplementary data for: Using mathematical modelling to investigate the adaptive divergence of whitefish in Fennoscandia
title_short Supplementary data for: Using mathematical modelling to investigate the adaptive divergence of whitefish in Fennoscandia
title_full Supplementary data for: Using mathematical modelling to investigate the adaptive divergence of whitefish in Fennoscandia
title_fullStr Supplementary data for: Using mathematical modelling to investigate the adaptive divergence of whitefish in Fennoscandia
title_full_unstemmed Supplementary data for: Using mathematical modelling to investigate the adaptive divergence of whitefish in Fennoscandia
title_sort supplementary data for: using mathematical modelling to investigate the adaptive divergence of whitefish in fennoscandia
publisher DataverseNO
publishDate 2020
url https://doi.org/10.18710/PI8PJQ
genre Fennoscandia
genre_facet Fennoscandia
op_relation https://doi.org/10.18710/PI8PJQ
op_doi https://doi.org/10.18710/PI8PJQ
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