Tuesday 30 September 2014

ESA 2014 Conference talk: Dungeons & Dragons!

Today I gave a talk at the Ecological Society of Australia 2014 Annual Conference about some of my PhD work. About 500 ecologists have descended on Alice Springs, the desert town smack-bang in the middle of Australia, to exchange their most recent work, ideas, revelations and frustrations. The amount and variation of work that's being done here is staggering - I'm lucky to be able to contribute to such a vibrant community!

Below I give you the outline of my talk, just to give you an idea of what I've been up to.




Predation has been associated with changes in behaviour and habitat choice in a varied range of species.

Moose shift their diet dramatically to avoid wolf predation. Birds alter their time budgets and flock size in the presence of a predator. Here in Australia, velvet geckos will forego hiding in crevasses previously occupied by snakes.


Mitigating predation risks represents a trade-off for foraging and reproduction. Different species come up with different strategies and budgets for survival. And so predation becomes one of the drivers that helps facilitate coexistence and high local diversity.

The system is influenced by abiotic factors like rain and fire. However, the effects of these large-scale events are not easily predicted.

In the system we work in, deserts, rainfall and fire are major drivers of the ecosystem. But whether they have an impact on predation and if so, how, is not known. These are questions we’re trying to address and with the Australian desert agamids we find an unusually good opportunity to do so.


The deserts of central Australia contain richer communities of lizards than any other arid regions in the world, with the highest diversity occurring in sand dune habitats dominated by hummock forming spinifex grasses.

We are here (Alice Springs). This red blob on the map is the Simpson Desert, we’re on the western border of it. And the field sites of our work are situated on the eastern end, right on the border of QLD and NT.


This is an aerial view of our camp site and surrounds. You can see the road through the middle which has acted as a fire break. To the left, around our camp there is old, unburned spinifex habitat. To the right, the fire burned most of the spinifex, leaving a sparsely vegetated, sandy habitat. Over time, fires create a mosaic of burned and unburned patches at various stages of regeneration.

Within this setting we find two species of agamid lizards, the military dragon and the central netted dragon. They both occur abundantly throughout the Simpson Desert but in contrasting habitats. The military dragon is dominant in areas where spinifex ground cover exceeds 30%, whereas in areas where spinifex cover is less than 10%, the central netted dragon is dominant.

In addition, each lizard species selects different habitat components (micro habitats). The military dragon selects areas within 30cm of spinifex hummocks, whereas the central netted dragon selects dead wood within sparsely vegetated areas.

The difference in habitat use and behaviour between these species is distinct. Ben Daly has asked the question ‘why?’ in his 2008 Ecology paper. He identified predation as a possible driver for this divergence.


If predation is indeed a driver, the first question that arises is whether predation pressure is different in burned and unburned habitats. The second question is whether the use of different micro-habitats is associated with different predation rates.

These are a selection of predator the dragons encounter: raptors, including the occasional grey falcon if we're lucky, reptiles and mammals.


Just to give you an example of what predation looks like in the field, here’s a central netted dragon we encountered only a couple of weeks ago. This one was scooped up by a raptor in a burned area, thoroughly decapitated and left in a tree .


Instead of offering up live lizards to the same fate, we used models made of plasticine clay to test the differences in predation pressures and predator assemblages.

We used simplified models of both lizard species.
Using models also has the benefit that we can standardize size, sex, appearance, and behaviour which makes the method optimal for comparing between habitats.


300 models, 150 of each species, were set up at 60 sites. Half these sites were burned, the other half were unburned. Sites were a minimum of 500m apart to make sure attacks between them were truly independent.

Within a site, 5 models of the same species were set up within 10x10m. Each of these were set in one of the 5 main micro-habitats the dragons use. One out in the open, one head-first under spinifex, one parallel and close to spinifex, one set on wood and the last on leaf litter of a shrub. 


After 4 trips between November 2013 and last week, a total 1200 models and 14,500 checks we put all the results together.

I have to do a little disclaimer here. This is still hot of the press, the last data was only collected last week and I’m still working through the full analyses – these are the preliminary results of a Generalized Linear model (GLM) I ran to analyze the impact of the variables we were interested in.

For clarity I decided to forego the R graphs and output and instead go back to basics and use very simple bar graphs to explain the results.

When we analysed all data together, this is what we saw:
Burned vs unburned -> has a significant impact on attack rate as expected. However, the impact is the complete opposite of what we expected to see, with unburned, dense habitat incurring a much greater risk of predation.

Unexpectedly, microhabitat selection did not influence attack rates


Military dragons and central netted dragons were not attacked at different rates

Birds and reptiles were by far the most common predators and the only ones significantly impacting the chance of attack. However, analyses could not identify which one was the more important predator.

In summary, only macrohabitat and two sorts of predator seemed to explain a significant amount of variance. And of those, the macrohabitat effect was completely opposite to what Daly found a few years ago in his pilot study; and on top of that we cannot distinguish which of the two predators is more important.

All in all, it felt like we were missing something.


The light bulb moment came when we decided to include rainfall into the model. If almost everything else in the desert is linked to water, maybe it could explain some of the variance in our predation model too.

And it did. We split the data in two, dry times where there had been no substantial rainfall in the previous 6 months and wet times, where there was either rainfall on the trips itself or in the two months before.


One of the most marked changes occurred in attack rates between macro habitats. In the dry times attacks in open habitats surged, matching the results Daly got in his pilots (incidentally done at very dry times).

In wet conditions, the rates completely change. Most attacks occur in denser spinifex grasslands.


Attack rates on micro habitats were also greatly affected by rainfall. In dry times, attack rates in different microhabitats are significantly different, with being out on wood as the most dangerous spot to be and hiding under spinifex as the safest.

Rainfall evens out the odds it seems, with no differences found between the micro habitats.


Dragon species remained un-affected by the split between dry and wet times, not playing a role in explaining predation events. For the purposes of this experiment it’s a good thing. It rules out general size and skin pattern as a cause for predation. If both species inherently incur the same predation risk, we can assume that their contrasting behaviour and habitat use are the coping strategies.


Last but not least, rainfall also explained why we didn’t find a predation difference between birds and reptiles. One turns out to be the dominant predator in dry times, the reptiles, and the other in wet times, birds.

It’s also interesting to look at the difference in raw number of attacks here. Avian attacks are double the attacks by reptiles in dry times. It seems that wet periods are much more dangerous than dry times are.

Birds arrive with the rain and represent a distinct, highly mobile predator group. They seem to attack several models within a site when they find it – and so they even out the attack rates within all micro habitats. They also look like a likely culprit behind the high attack rates in unburned habitat in wet conditions. 


In conclusion, desert agamids have to respond to a changing assemblage of predators.  To build a model explaining predation events on both dragon species we have to include rainfall as a factor, together with macro habitat, micro habitat and predator species.

The next question is how these factors influence the behaviour and habitat use of the dragons and if both species respond differently to different predators. Who knows what behaviour they have come up with!