paper-with-me

홈 › Papers

Expansion under climate change: the genetic consequences

2016-09-27

Range expansion and range shifts are crucial population responses to climate change. Genetic consequences are not well understood but are clearly coupled to ecological dynamics that, in turn, are driven by shifting climate conditions. We model a population with a deterministic reaction-- diffusion model coupled to a heterogeneous environment that develops in time due to climate change. We decompose the resulting travelling wave solution into neutral genetic components to analyse the spatio-temporal dynamics of its genetic structure. Our analysis shows that range expansions and range shifts under slow climate change preserve genetic diversity. This is because slow climate change creates range boundaries that promote spatial mixing of genetic components. Mathematically , the mixing leads to so-called pushed travelling wave solutions. This mixing phenomenon is not seen in spatially homogeneous environments, where range expansion reduces genetic diversity through gene surfing arising from pulled travelling wave solutions. However, the preservation of diversity is diminished when climate change occurs too quickly. Using diversity indices, we show that fast expansions and range shifts erode genetic diversity more than slow range expansions and range shifts. Our study provides analytical insight into the dynamics of travelling wave solutions in heterogeneous environments.

📄 PDF Abstract BibTeX arXiv:1609.08611

Code (0)

등록된 구현이 없습니다.

Tasks

Diversity

Similar Papers 제목 키워드 기반

ClimateGAN: Raising Climate Change Awareness by Generating Images of Floods

2021-10-06 · ICLR 2022 4 · Victor Schmidt, Alexandra Sasha Luccioni, Mélisande Teng, Tianyu Zhang 외

Climate change is a major threat to humanity, and the actions required to prevent its catastrophic consequences include changes in both policy-making and individual behaviour. However, taking action requires understandin…

Conditional Image GenerationDomain AdaptationImage GenerationUnsupervised Domain Adaptation

Lessons to learn for better safeguarding of genetic resources during tree pandemics: the case of ash dieback in Europe

2024-05-22 · Jan-Peter George, Mari Rusanen, Egbert Beuker, Leena Yrjänä 외

Ash dieback (ADB) is threatening populations of European ash (Fraxinus excelsior & F. angustifolia) for more than three decades. Although much knowledge has been gathered in the recent past, practical conservation measur…

DiversityPhilosophy

Habitat fragmentation reshapes genomic footprints of selection in a forest herb

2023-10-24 · Frederik Van Daele, Olivier Honnay, Hanne De Kort

Understanding the combined effects of climate change and habitat fragmentation on the adaptive potential of plant populations is essential for devising effective conservation strategies. This is particularly important wh…

Asymmetric Mutualism in Two- and Three-Dimensional Range Expansions

2014-04-01 · APS 2014 4 · Maxim O. Lavrentovich, David R. Nelson

Genetic drift at the frontiers of two-dimensional range expansions of microorganisms can frustrate local cooperation between different genetic variants, demixing the population into distinct sectors. In a biological co…

Visualizing the Consequences of Climate Change Using Cycle-Consistent Adversarial Networks

2019-05-02 · Victor Schmidt, Alexandra Luccioni, S. Karthik Mukkavilli, Narmada Balasooriya 외

We present a project that aims to generate images that depict accurate, vivid, and personalized outcomes of climate change using Cycle-Consistent Adversarial Networks (CycleGANs). By training our CycleGAN model on street…