bioRxivEcologyPreprint
Modelling the spatiotemporal dynamics of multispecies population interactions in the context of climate change
Abstract
O_LISpecies interactions are fundamental to the stability and productivity of ecosystems. To improve our capacity to predict and understand how climate change shapes the distribution of species and the dynamics of biotic interactions, we need to develop spatially explicit multi-species models that are built upon species-specific responses to changing conditions. C_LIO_LIWe developed a two-dimensional diffusion-advection-reaction predator-prey model that integrates species-specific responses to heterogeneous landscapes, affecting species dispersal, reproduction and survival rates. We derived conditions for the stability and feasibility of the coexistence steady-state and observed how temperature variation stabilises or destabilises the system. C_LIO_LIWe conducted numerical simulations to explore the effect of predicted extreme temperatures on the spatial dynamics of a parasitoid-butterfly system and their interactions. Applied to four different climatic environments, the numerical approximations demonstrate the asymmetric impact of a warming climate on interacting species. The output density distribution maps highlight the capability of our model to produce interpretable multiscale predictions which can be used to identify and evaluate species vulnerability locally and across their range. C_LIO_LIBy building upon a solid mechanistic understanding of species-specific responses to environmental change, our model can be extended to other species and variables, including environments where the availability of empirical data is limited, and explore the dynamics and distribution of interacting species under different scenarios of environmental change. C_LI
- organism: multiple species
- research focus: ecology & biodiversity
- approach: mechanistic / dynamical model
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
- Predator-prey interactions in a warming world: the critical role of cold tolerance
X. Ge, C. K. Griswold, J. A. Newman·bioRxiv·Jan 17, 2022
- Temperature variability alters the stability and thresholds for collapse of interacting species
L. E. Dee, D. E. Okamoto, … S. J. Miller·Philosophical Transactions of the Royal Society B: Biological SciencesPeer-reviewed·Nov 2, 2020
- Synthesising the multiple impacts of climatic variability on community responses to climate change
C. Terry, J. L. Dinner O'Sullivan, A. G. Rossberg·bioRxiv·Apr 26, 2021
- The importance of species interactions in spatially explicit eco-evolutionary community dynamics under climate change
A. Akesson, A. Curtsdotter, … G. Barabas·bioRxiv·Mar 23, 2020
- Warming can destabilise predator-prey interactions by shifting the functional response from Type III to Type II
U. Daugaard, O. Petchey, F. Pennekamp·bioRxiv·Apr 2, 2019
- Time-varying interactions change coexistence mechanisms
Violeta Calleja-Solanas, Ígnasi Bartomeus, Óscar Godoy·bioRxiv·Nov 28, 2025