Dynamics of lineages in adaptation to a gradual environmental change - Inria - Institut national de recherche en sciences et technologies du numérique Access content directly
Journal Articles Annales Henri Lebesgue Year : 2022

Dynamics of lineages in adaptation to a gradual environmental change


We investigate a simple quantitative genetics model subjet to a gradual environmental change from the viewpoint of the phylogenies of the living individuals. We aim to understand better how the past traits of their ancestors are shaped by the adaptation to the varying environment. The individuals are characterized by a one-dimensional trait. The dynamics-births and deaths-depend on a time-changing mortality rate that shifts the optimal trait to the right at constant speed. The population size is regulated by a nonlinear non-local logistic competition term. The macroscopic behaviour can be described by a PDE that admits a unique positive stationary solution. In the stationary regime, the population can persist, but with a lag in the trait distribution due to the environmental change. For the microscopic (individual-based) stochastic process, the evolution of the lineages can be traced back using the historical process, that is, a measure-valued process on the set of continuous real functions of time. Assuming stationarity of the trait distribution, we describe the limiting distribution, in large populations, of the path of an individual drawn at random at a given time T. Freezing the non-linearity due to competition allows the use of a many-to-one identity together with Feynman-Kac's formula. This path, in reversed time, remains close to a simple Ornstein-Uhlenbeck process. It shows how the lagged bulk of the present population stems from ancestors once optimal in trait but still in the tail of the trait distribution in which they lived.
Fichier principal
Vignette du fichier
hist-gaussian-case-2021-04-20_final.pdf (798.58 Ko) Télécharger le fichier
Origin Files produced by the author(s)

Dates and versions

hal-03205023 , version 1 (22-04-2021)



Vincent Calvez, Benoît Henry, Sylvie Méléard, Viet Chi Tran. Dynamics of lineages in adaptation to a gradual environmental change. Annales Henri Lebesgue, 2022, 5, pp.729-777. ⟨10.5802/ahl.135⟩. ⟨hal-03205023⟩
116 View
76 Download



Gmail Mastodon Facebook X LinkedIn More