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The least sexy and most important paper I have written so far

So today I’m happy to announce my latest publication is out! It’s in Nature Communications, which apparently means it’s ‘good’ (whatever that means), and so is likely to appear on Retraction Watch within the week.

The paper is entitled “Sea level regulated tetrapod diversity through the Jurassic/Cretaceous transition”, and represents the core of my PhD research. It builds on a couple of other analytical papers published earlier this year and in 2015.

Here’s the abstract:

Reconstructing deep time trends in biodiversity remains a central goal for palaeobiologists, but our understanding of the magnitude and tempo of extinctions and radiations is confounded by uneven sampling of the fossil record. In particular, the Jurassic/Cretaceous (J/K) boundary, 145 million years ago, remains poorly understood, despite an apparent minor extinction and the radiation of numerous important clades. Here we apply a rigorous subsampling approach to a comprehensive tetrapod fossil occurrence data set to assess the group’s macroevolutionary dynamics through the J/K transition. Although much of the signal is exclusively European, almost every higher tetrapod group was affected by a substantial decline across the boundary, culminating in the extinction of several important clades and the ecological release and radiation of numerous modern tetrapod groups. Variation in eustatic sea level was the primary driver of these patterns, controlling biodiversity through availability of shallow marine environments and via allopatric speciation on land.

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Subsampled diversity estimates for different tetrapod groups across the Jurassic and Cretaceous

This is actually a hideously complicated paper involving a lot of statistics, a lot of discussion of methods, and the controls on the structure of the fossil record. As such, while I tried to write it in a way that a non-specialist would be able to understand, this proved immensely difficult given the short amount of space for writing. Nonetheless, I hope you find it enjoyable, thought-provoking, and learn a little about our understanding of the history of life on Earth!

Some of the key take-away points:

  • A literal reading of the fossil record does not give an accurate picture of biological extinctions and radiations through time.
  • There are numerous factors that need to be account for, such as the species-abundance distribution and the amount of rock record available for sampling.
  • Sub-sampling protocols that apply an ‘equal coverage’ method to account for uneven sampling appear to account for these ‘sampling biases’ quite nicely.
  • Don’t rely on just a single method for reconstructing diversity through time.
  • Global patterns are often poor indicators of patchier regional patterns, and should not be used to look at large-scale patterns in life history.
  • Sea level nonetheless appears to exert great control on the diversity of life through a combination of allopatric speciation and the availability of near-shore environments for habitation.
  • The Jurassic/Cretaceous boundary 145 million years ago seems to have been important in hitting ‘reset’ on tetrapod life at the time, with many ‘basal’ forms going extinct and new groups radiating.
  • This resulted in a ‘wave’ of extinctions and radiations, forming an ecological and taxonomic faunal turnover, and the origins of many modern groups.
  • This occurred over many millions of years, and the timing and magnitude of this is still obscured in some groups due to a poor earliest Cretaceous fossil record.
  • While not reaching the level of a ‘mass extinction’, some groups such as theropod dinosaurs did achieve around an 80% loss in diversity across the boundary.

The paper is a beast, and if anyone has any questions or queries, please do ask away! There’s a lot of code and data and discussion (see the SI files) to play with, and I hope that it proves to be a useful piece of research in advancing our field 🙂

6 thoughts on “The least sexy and most important paper I have written so far

  1. Most of the statistical results cited in support of the conclusions of this paper (citing AIC-weights) are actually non-significant according to p-values. Therefore, the hypothesis that sea level correlate to the observed diversity changes cannot be distinguished from the absence of a relationship.
    AIC-weights determine the best model out of those that you tested. They do not tell you whether that best model is any good or not.
    From my perspective, this fundamentally undermines the conclusions of the work. Jon, I’d welcome any information that contradicts my reading of the results you present.

  2. Apparently, most of the statistical results cited in support of the conclusions of this paper (citing AIC-weights) are actually non-significant according to p-values. Therefore, the hypothesis that sea level correlate to the observed diversity changes cannot be distinguished from the absence of a relationship.
    AIC-weights determine the best model out of those that you tested. They do not tell you whether that best model is any good or not. On their own, they cannot be used as evidence of a relationship between diversity patterns and sea level changes.
    From my perspective, this fundamentally undermines the conclusions of the work. Jon, I’d welcome any information that contradicts my reading of the results tables. At present, however, I think that this is a fairly serious misinterpretation of the results of a statisical hypothesis test.

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