Abstract
Invasion occurs in environments that are normally spatially disordered, however, the effect of such a randomness on the dynamics of the invasion front has remained less understood. Here, we study Fisher’s equation in disordered environments both analytically and numerically. Using the Effective Medium Approximation, we show that disorder slows down invasion velocity and for ensemble average of invasion velocity in disordered environment we have bar{v}=v_0 (1-|xi |^2/6) where |xi | is the amplitude of disorder and v_0 is the invasion velocity in the corresponding homogeneous environment given by v_0=2sqrt{RD_0}. Additionally, disorder imposes fluctuations on the invasion front. Using a perturbative approach, we show that these fluctuations are Brownian with a diffusion constant of: D_{C}= dfrac{1}{8} xi ^2sqrt{RD_0 (1-|xi |^2/3)}. These findings were approved by numerical analysis. Alongside this continuum model, we use the Stepping Stone Model to check how our findings change when we move from the continuum approach to a discrete approach. Our analysis suggests that individual-based models exhibit inherent fluctuations and the effect of environmental disorder becomes apparent for large disorder intensity and/or high carrying capacities.
Highlights
Invasion occurs in environments that are normally spatially disordered, the effect of such a randomness on the dynamics of the invasion front has remained less understood
The main idea behind the Effective Medium Approximation (EMA) is that disordered environments can be described by effective properties which can be obtained through a self-consistent a pproach[39]
The current understanding of stochastic FKPP is shaped by studies that have focused on fluctuating reaction term (Eq 2)
Summary
Invasion occurs in environments that are normally spatially disordered, the effect of such a randomness on the dynamics of the invasion front has remained less understood. Our analysis suggests that individual-based models exhibit inherent fluctuations and the effect of environmental disorder becomes apparent for large disorder intensity and/or high carrying capacities. The study of invasion inevitably leads to an analysis of the interface between these two areas and how it e volves[3,4,5,6,7]. The speed of this interface is of central importance because it provides an understanding of invasion velocity and mechanisms behind invasion[8,9].
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
Disclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.