Tag Archives: Ecology

Polinode – a user-friendly tool for visualising ecological networks

Birds mixed flocks (2) - curvedIt is a general ecological rule that no species exists in isolation; all species interact with other organisms within the communities to which they belong. The collection and analysis of ecological interaction data has burgeoned over the past couple of decades, particularly in my own area of (largely) mutualistic species interactions such as plant-pollinator relationships – see for example this recent post on hummingbird-plant networks.

There are a number of software packages available for analysing and visualising this type of data, including bipartite  and foodweb in R, Food Web Designer, and Gephi.  Tools such as this vary in their flexibility and in the investment of time required to produce good quality graphics, and ultimately it’s down to personal preferences which you use.

Recently I discovered some very user-friendly network visualisation software that is browser/cloud based, free to use (at least the basic version), very flexible, intuitive and quick to learn. Ideal if you are pressed for time and want to generate some quick food webs.

The system is called Polinode and was developed primarily to visualise business and social science data (the “poli” part is nothing to do with pollination, that’s purely coincidental). However there’s no reason why it can’t be used for ecological data, as the image above demonstrates. This is a visualisation of mixed-species flocks of birds feeding together and alone on a local urban park that I’ve discussed previously.  The thickness of the line is proportional to number of interactions observed, and the size of each node is proportional to the number of birds.  Both are scalable in Polinode.

One could also present these data as a straight-line graph, without the loops to indicate single-species feeding:

Birds mixed flocks (5)

As well as these types of networks it’s also possible to produce bipartite (what Polinode terms “hierarchical”) graphs, for example this network of bumblebees feeding on different plant families in a British grassland (click for a closer view – I realised afterwards that I downloaded a rather small version):

Bombus hypnorum with plant families

The system is very flexible and nodes can be grabbed and moved around (as I did above to offset the plant family nodes), recoloured, resized, text resized, etc.

Polinode also calculates a range of network metrics such as degree and Louvain communities (a measure of modularity) which is more limited than some ecologists might require, but which is a good starting point for those new to ecological network statistics.

Data files can be uploaded directly from Excel, and there are example templates showing how to lay out the data.  There is also ample online support including written guidance, videos, and a regular blog. Even in the few months I’ve been playing with the system the developers have added more features, including a graphing facility that generates column and scatter plots from your networks.

There you go, that’s an introduction to Polinode for ecologists; hope it’s useful for your work.

Something for the weekend #3

The latest in a regular series of posts to biodiversity-related* items that have caught my attention during the week:

 

  • A new report by WWF documents over 1000 new species discovered in Papua New Guinea between 1998 and 2008, and the risks to their survival from logging and other human activities.

 

  • How does history inform ecological restoration?  Ian Lunt has a great post on this topic.

 

 

  • In the latest in a series of high-profile rewilding initiatives, the conservation charity Lynx UK Trust has launched a survey to elicit public views on their proposal to reintroduce these large cats – make your views known here.

 

 

  • The University of Northampton’s annual Images of Research exhibition is available to view online and you can vote for your favourite three images.  Now I’m not saying that you should vote for “An ecosystem in a cup”.  But you could.  If you wanted to.

 

  • Staying with the University of Northampton, the Press Office has made me the first Staff Blogger of the Month.  Which is nice.  Not sure exactly how many other staff blog, but my impression is that it’s not many so it may be only a matter of time before I’m honoured again.  I thought I’d share what I wrote when asked about why I blog:

“Why do I blog? The main aim is to communicate the science relating to the importance of biodiversity and ecosystem services (and therefore why we need to conserve species and habitats) to as wide an audience as possible, including the general public, students, non-governmental organisations, businesses, and policy makers, as well as other academics.  Some of that communication relates to examples from our own research, and I also draw on the work of others in the field.  A secondary aim is to give my students a flavour of what it is that I actually do in the rest of my job: teaching is only part of the story!”

 

  • All of which links nicely to the recent post by Jeremy Fox, and subsequent discussion, over at Dynamic Ecology about whether science blogging (and specifically “ecology” blogs, whatever they might be) is on the decline.  For what it’s worth, I don’t think it is and I also think that the definition of what “ecology” blogging actually covers is much wider than the discussion suggests.

 

Feel free to recommend links that have caught your eye.

*Disclaimer: may sometimes contain non-biodiversity-related links.