PhD on modelling movement behaviour

Intra-specific trait variation in movement behaviour as mechanisms for species coexistence

Supervising team: Volker Grimm, Melanie Dammhahn, Christian Voigt, Florian Jeltsch

Workplace: UFZ Leipzig


Intra-specific trait variation (ITV) has received much attention in behavioural ecology (i.e. animal personality) and ecology (e.g. individual niche specialisation) alike and is increasingly recognized as a key element of species persistence and coexistence. While variation in age and size has already been explored, the consequences of variation in behaviour and in particular in movement have so far been largely ignored. Therefore, a spatially explicit individual-based model of two or more competing species will be developed, which live in habitats of varying levels of spatial heterogeneity. Intra-specific variation in movement-related traits will be implemented, in particular the personality traits activity, exploration and boldness. Consequences of these trait variations for space use, population growth rates, and species coexistence will be explored. The model’s design will be generic but also allow representing rodents, e.g. bank vole and the striped field mouse. Experiments on these species in P01/Cohort 1 of BioMove will provide data for informing model design and testing. Community models based on habitat-based home range formation developed in P11/Cohort 1 will serve as a reference, which implies also exploring how ITV in predator avoidance affects coexistence.

Background and previous work

Until recently, ecological modelling has mostly ignored ITV and rather considered average individuals or represented variation only stochastically, via demographic noise. While ITV in age and size received some attention, ITV in behavioural traits was ignored, even in most early individual-based models, which still imposed behaviour instead of letting it emerge from the individuals’ traits. More recently, both individual-based modelling and our ability to track ITV in behaviour enable us to explore the consequences of ITV for species persistence and coexistence. The guiding hypothesis of this project is that ITV in movement behaviour matters, i.e. it makes a difference whether interactions between two or more species are between identical individuals of each species, or between individuals with different traits. Differential movement of individuals can be a key mechanism generating spatial and temporal patterns of interacting individuals, populations and species. Individuals in natural populations vary consistently in their expression of various ecological, physiological and behavioural traits and such intra-specific variation has important consequences in shaping ecological communities.

The project will develop generic mechanistic models that are informed by patterns observed in the experiments in P01/Cohort 1, where intra-specific variation in attributes of movement behaviour, such as exploration and boldness, were demonstrated both for isolated and interacting individuals. Conceptually, the model will be related to the community model of P11, where home ranges of individuals varying in body mass were packed into a landscape to explore the effects of different behavioural attributes regarding predator avoidance (“landscape of fear”). Those home ranges were “habitat-based” (R. Zakrzewski, unpubl. thesis) in that individuals keep adding spatial units to their home range until requirements regarding resources or shelter are satisfied. In the new project P01/Cohort 2 we will use the alternative “memory-based” approach, where individual space use and corresponding home ranges emerge from the fact that animals tend to return to places they visited before because they were favourable. Both types of models are driven by different kinds of data: habitat-based models use maps as input whereas memory-based models use movement tracks. Both model types can overlap, so that synergies between P11 and P01 are to be expected.


The overall objective of this project is to understand how ITV in movement-related behaviour, in particular activity, exploration, and boldness, affects population persistence and species coexistence. More specifically, the objectives are:

  • Develop a generic individual-based model for rodents that allows us to contrast the dynamics of competing species with and without ITV in behavioural traits.
  • Explore how differences in landscape structure (resource distribution, predator presence, refuge habitats) and dynamics (human-induced land use changes, predator movement) modulate the effect of movement ITV on persistence and coexistence.
  • Explore whether and how representing dynamic home ranges, based on movement, memory and behavioural attributes, will change the lessons learned from earlier community models that were based on habitat features alone.

Brief expected profile of PhD student

The candidate must have a master or equivalent degree in any natural sciences or mathematics, and have sound experience in programming, statistical analysis of data, and, preferably, in the design and analysis of computational models. A background in behavioural ecology and/or community ecology is desirable.

How to apply: Look here

Deadline for application: June 1, 2018, later submissions will be considered if position is not filled.

Contact: Volker Grimm

Hi Volker! Apologies for the confusing interface but it’s best to post your jobs at instead of directly here in our Forum. We automatically mirror content from our events and jobs to this site and only use this site for additional discussion. I’ll repost this in our jobs section shortly.