bioRxivBiophysics
The impact of short- and long-range perception on population movements
Abstract
Navigation of cells and organisms is typically achieved by detecting and processing orienteering cues. Occasionally, a cue may be assessed over a much larger range than the individuals body size, as in visual scanning for landmarks. In this paper we formulate models that account for orientation in response to short- or long-range cue evaluation. Starting from an underlying random walk movement model, where a generic cue is evaluated locally or nonlocally to determine a preferred direction, we state corresponding macroscopic partial differential equations to describe population movements. Under certain approximations, these models reduce to well-known local and nonlocal biological transport equations, including those of Keller-Segel type. We consider a case-study application: \"hilltopping\" in Lepidoptera and other insects, a phenomenon in which populations accumulate at summits to improve encounter/mating rates. Nonlocal responses are shown to efficiently filter out the natural noisiness (or roughness) of typical landscapes and allow the population to preferentially accumulate at a subset of hilltopping locations, in line with field studies. Moreover, according to the timescale of movement, optimal responses may occur for different perceptual ranges.
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Collective search with finite perception: transient dynamics and search efficiency
A. Gosztolai, J. A. Carrillo, M. Barahona·bioRxiv·Dec 13, 2018
- How range residency and long-range perception change encounter rates
R. Martinez-Garcia, C. H. Fleming, … J. M. Calabrese·bioRxiv·Jul 23, 2019
- Modelling collective navigation via nonlocal communication
S. T. Johnston, K. J. Painter·bioRxiv·May 9, 2021
- Visual cue properties determine innate orientation strategy in Monarch butterflies
Fredrik Øglænd Hanslin, Maria Gayler, … Basil el Jundi·Journal of Experimental BiologyPeer-reviewed·Oct 6, 2026
- Visual processing and collective motion-related decision-making in desert locusts
I. Bleichman, P. Yadav, A. Ayali·bioRxiv·Sep 19, 2022
- Should I stay or should I go? Modelling the decision-making process behind ungulate partial migration
Joel O. Abraham, Ricardo Martínez‐García, … Corina E. Tarnita·bioRxiv·Jul 8, 2026