Tag: Individual-Based Models

Prize winner

Discovering population dynamics and community interactions of migratory birds by individual-based model

It has been a few weeks since the 15th Chinese Symposium on Biodiversity Science and Conservation, where the first “Seminar on Methods in Ecology and Evolution in China” was held. In these blog posts, we hear from some of the winners of the “Outstanding Young Scholar Award in Ecological and Evolutionary Methodology in China”. Here, winner Jin Liu discusses the background behind their research. Post … Continue reading Discovering population dynamics and community interactions of migratory birds by individual-based model

Unknown's avatarbesmeeLeave a comment
Code and Applications, Methods papers, Statistical methods

An Ecologist and a Programmer Walk Into a Bar…

Post provided by Daniel Vedder, Markus Ankenbrand, and Juliano Sarmento Cabral

Five years ago, a new institute opened its doors at the University of Würzburg: the Center for Computational and Theoretical Biology (CCTB). The idea was simple. Take six computational research groups, covering topics from image analysis to genomics and ecological modelling, put them in a building together, and see what happens.

Despite our disparate areas of expertise, this “experiment” has worked really well. It soon turned out that one of our greatest strengths as an institute lay in the cumulative computer know-how we have, or have acquired together. In our experience, many biologists are still somewhat wary of computational techniques, and struggle with them even when they use them. Part of the reason for this unease, we believe, is that few biologists are thoroughly trained in computer science.

Continue reading “An Ecologist and a Programmer Walk Into a Bar…”
Unknown's avatarChloe V. RobinsonLeave a comment
Methods papers

How Did We Get Here From There? A Brief History of Evolving Integral Projection Models

Post provided by MARK REES and Steve Ellner

The Early Days: Illyrian Thistle and IBMs

Illyrian Thistle
Illyrian Thistle

Back in 1997 MR was awarded a travel grant from CSIRO to visit Andy Sheppard in Canberra. CSIRO had been collecting detailed long-term demographic data on several plant species and Andy was keen to develop data-driven models for management.

Andy decided Illyrian thistle (Onopordum Illyricum) would be a good place to start, as this was the most complicated in terms of its demography. The field study provided information on size, age and seed production. The initial goal was to quantify the impact of seed feeders on plant abundance, but after a few weeks of data analysis it became apparent that the annual seed production per quadrat was huge (in the 1000s) but there were always ~20 or so recruits. This meant that effects of seed feeders (if any) occurred outside the range of the data, which wasn’t ideal for quantitative prediction.

So the project developed in a different direction. Onopordum is a monocarpic perennial (it lives for several years then flowers and dies) and Tom de Jong and Peter Klinkhamer had recently developed models to predict at what size or age monocarps should flower, so it seemed reasonable to see if this would work. Continue reading “How Did We Get Here From There? A Brief History of Evolving Integral Projection Models”

Unknown's avatarIndia Stephenson1 Comment