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A new dinosaur supertree
   and the utility of large trees in
          macroevolution




G. T. Lloyd, K. E. Davis, D. Pisani, J. E. Tarver,
M. Sakamoto, R. Jennings, D. W. E. Hone
                 and M. J. Benton
“The affinities of all the beings of the same
class have sometimes been represented
by a great tree…”
                            Charles Darwin, 1859



“All the events of biological evolution are
played out somewhere along the branches
of phylogenetic trees”
                               Mark Pagel, 1999
Why bigger is better
• Increased taxon sampling can aid
  phylogenetic accuracy (e.g. Hedkte et
  al. 2006)
• Phylogenetic signal may still reside in
  poorly known taxa (Wilkinson and
  Benton 1995)
• Computationally feasible (e.g. Frost et
  al. 2006: 532 OTUs)
• Taxonomic gaps inhibit phylogenetic
  interpretation (e.g. Lieberman 2000)
But…
• Morphological datasets still lag behind
• Holtz et al. 2004 (76 taxa, 638 characters)
• Alternative is a supertree approach
• Much maligned for a variety of reasons, but
  methodology is improving!
Methodological improvements
• Data quality
   – Matrix and character list
   – Independent analyses only (redundancy)
• Taxa
   – Species (Weishampel et al. 2004)
   – Higher taxon substitution (Page 2004)
• Standardised input
   – Strict consensus trees
• Differential weighting
Results
• Total of 139 publications and 152 source
  trees
• Initial MRP matrix of 449 species and 2139
  ‘characters’
• Parsimony ratchet (Nixon 1999)
• Ran for one week and recovered…
• …1 MPT!
Ornithischia   Sauropodomorpha   Theropoda
Pisanosaurus              Stormbergia
  Lower Elliot Fm.       Heterodontosauridae
Lesothosaurus

                           Genasauria
                                    Cerapoda
Thyreophora           Marginocephalia      Euornithopoda
Steg. Ankylosauria   Pachy.       Ceratopsia      Hadrosauridae
Saturnalia



‘Prosauropoda’             Sauropoda
                            Eusauropoda
                              Neosauropoda
                    Diplodocoid.      Titanosauria
Herrerasauridae                                           Pedopenna
   Eoraptor                                         Protarchaeopteryx


Coel. Neocerat.                                 Tetanurae
                  Megal.                         Neotetanurae
                           Carn.                         Coelurosauria
                                   Tyrann.   Comp. Ornitho.           Maniraptora
                                                              Ther. Ovir. Al. Av. Deinonycho.
                                                                          Al. Av.
What use are big trees?


• Size change

• Ghost ranges

• Palaeobiogeography
Size Change in Dinosauria


• Used femur length data of Carrano
  (2006)
• Ancestral sizes reconstructed using
  minimum sum of squared change
• Recorded change along each branch
  (ancestor-descendant pair)
Size Change in Dinosauria
Size Change in Dinosauria
Ghost Ranges in Dinosauria
Ghost Ranges in Dinosauria
Palaeobiogeography of Dinosauria


• Replaced each taxon with area
• Modern day continents used (except India)
• Fitch (1972) parsimony used to estimate
  ancestral area distributions (Lieberman 2000)
• Four types of branch:
  –   Emigration (e.g. NA -> SA)
  –   Range Expansion (e.g. NA -> NA+SA)
  –   Range Contraction (e.g. NA+SA -> SA)
  –   Stasis (e.g. SA -> SA)
Palaeobiogeography of Dinosauria
Palaeobiogeography of Dinosauria
Summary


• We can (and should) attempt ever larger
  trees
• Large phylogenies provide a framework for
  quantitatively testing (macro)evolutionary
  hypotheses
• Dinosaurs:
  – generally got bigger
  – have an incomplete fossil record
  – didn’t get out much
Acknowledgements




Many thanks to everyone who responded to our
requests for reprints and to Sandra Jasinoski for
providing helpful comments on an earlier version of
this presentation. The speaker’s travel costs were
paid by NERC studentship NER/S/A/2004/12222.
Postgrad Conference, Bristol (UK)




           April 13th-14th 2007
       Details at: www.palass.org

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A new dinosaur supertree and the utility of large trees in macroevolution

  • 1. A new dinosaur supertree and the utility of large trees in macroevolution G. T. Lloyd, K. E. Davis, D. Pisani, J. E. Tarver, M. Sakamoto, R. Jennings, D. W. E. Hone and M. J. Benton
  • 2. “The affinities of all the beings of the same class have sometimes been represented by a great tree…” Charles Darwin, 1859 “All the events of biological evolution are played out somewhere along the branches of phylogenetic trees” Mark Pagel, 1999
  • 3. Why bigger is better • Increased taxon sampling can aid phylogenetic accuracy (e.g. Hedkte et al. 2006) • Phylogenetic signal may still reside in poorly known taxa (Wilkinson and Benton 1995) • Computationally feasible (e.g. Frost et al. 2006: 532 OTUs) • Taxonomic gaps inhibit phylogenetic interpretation (e.g. Lieberman 2000)
  • 4. But… • Morphological datasets still lag behind • Holtz et al. 2004 (76 taxa, 638 characters) • Alternative is a supertree approach • Much maligned for a variety of reasons, but methodology is improving!
  • 5. Methodological improvements • Data quality – Matrix and character list – Independent analyses only (redundancy) • Taxa – Species (Weishampel et al. 2004) – Higher taxon substitution (Page 2004) • Standardised input – Strict consensus trees • Differential weighting
  • 6. Results • Total of 139 publications and 152 source trees • Initial MRP matrix of 449 species and 2139 ‘characters’ • Parsimony ratchet (Nixon 1999) • Ran for one week and recovered… • …1 MPT!
  • 7. Ornithischia Sauropodomorpha Theropoda
  • 8. Pisanosaurus Stormbergia Lower Elliot Fm. Heterodontosauridae Lesothosaurus Genasauria Cerapoda Thyreophora Marginocephalia Euornithopoda Steg. Ankylosauria Pachy. Ceratopsia Hadrosauridae
  • 9. Saturnalia ‘Prosauropoda’ Sauropoda Eusauropoda Neosauropoda Diplodocoid. Titanosauria
  • 10. Herrerasauridae Pedopenna Eoraptor Protarchaeopteryx Coel. Neocerat. Tetanurae Megal. Neotetanurae Carn. Coelurosauria Tyrann. Comp. Ornitho. Maniraptora Ther. Ovir. Al. Av. Deinonycho. Al. Av.
  • 11. What use are big trees? • Size change • Ghost ranges • Palaeobiogeography
  • 12. Size Change in Dinosauria • Used femur length data of Carrano (2006) • Ancestral sizes reconstructed using minimum sum of squared change • Recorded change along each branch (ancestor-descendant pair)
  • 13. Size Change in Dinosauria
  • 14. Size Change in Dinosauria
  • 15. Ghost Ranges in Dinosauria
  • 16. Ghost Ranges in Dinosauria
  • 17. Palaeobiogeography of Dinosauria • Replaced each taxon with area • Modern day continents used (except India) • Fitch (1972) parsimony used to estimate ancestral area distributions (Lieberman 2000) • Four types of branch: – Emigration (e.g. NA -> SA) – Range Expansion (e.g. NA -> NA+SA) – Range Contraction (e.g. NA+SA -> SA) – Stasis (e.g. SA -> SA)
  • 20. Summary • We can (and should) attempt ever larger trees • Large phylogenies provide a framework for quantitatively testing (macro)evolutionary hypotheses • Dinosaurs: – generally got bigger – have an incomplete fossil record – didn’t get out much
  • 21. Acknowledgements Many thanks to everyone who responded to our requests for reprints and to Sandra Jasinoski for providing helpful comments on an earlier version of this presentation. The speaker’s travel costs were paid by NERC studentship NER/S/A/2004/12222.
  • 22. Postgrad Conference, Bristol (UK) April 13th-14th 2007 Details at: www.palass.org