SlideShare a Scribd company logo
1 of 39
Download to read offline
EVOLUTION	
  OF	
  THE	
  THERMAL	
  NICHE	
  	
  
AND	
  ITS	
  IMPACT	
  ON	
  BIODIVERSITY	
  PATTERNS	
  
IN	
  SEAWEEDS	
  
	
  
Heroen	
  Verbruggen	
  
Vanessa	
  Marcelino	
  
Lennert	
  Tyberghein	
  
Olivier	
  De	
  Clerck	
  
h;p://www.bio-­‐oracle.ugent.be	
  
Bio-­‐ORACLE	
  
Ocean	
  Rasters	
  for	
  Analysis	
  of	
  
Climate	
  and	
  Environment	
  
Tyberghein	
  et	
  al.	
  (2012)	
  Global	
  Ecol.	
  Biogeogr.	
  21:	
  272-­‐281	
  
algal	
  
collecLons	
  
environmental	
  
datasets:	
  
Bio-­‐ORACLE	
  
algal	
  
collecLons	
  
environmental	
  
datasets:	
  
Bio-­‐ORACLE	
  
mulL-­‐gene	
  
alignment	
  
DNA	
  
sequencing	
  
species	
  
tree	
  
phylogeneLc	
  
inference	
  
algal	
  
collecLons	
  
environmental	
  
datasets:	
  
Bio-­‐ORACLE	
  
mulL-­‐gene	
  
alignment	
  
DNA	
  
sequencing	
  
species	
  
tree	
  
phylogeneLc	
  
inference	
  
geographic	
  
coordinates	
  
accurate	
  
idenLficaLons	
  
georeferencing	
  
DNA	
  
barcoding	
  
algal	
  
collecLons	
  
environmental	
  
datasets:	
  
Bio-­‐ORACLE	
  
mulL-­‐gene	
  
alignment	
  
DNA	
  
sequencing	
  
species	
  
tree	
  
phylogeneLc	
  
inference	
  
geographic	
  
coordinates	
  
accurate	
  
idenLficaLons	
  
environmental	
  
affiniLes	
  
of	
  species	
  
georeferencing	
  
DNA	
  
barcoding	
  
GIS	
  data	
  
extracLon	
  
species	
  
tree	
  
environmental	
  
affiniLes	
  
of	
  species	
  
species	
  
tree	
  
environmental	
  
affiniLes	
  
of	
  species	
  
diversificaLon	
  
models	
  
Result:	
  
speciaLon-­‐exLncLon	
  
dynamics	
  
species	
  
tree	
  
environmental	
  
affiniLes	
  
of	
  species	
  
diversificaLon	
  
models	
  
Result:	
  
speciaLon-­‐exLncLon	
  
dynamics	
  
Result:	
  
evoluLonary	
  changes	
  in	
  
environmental	
  affiniLes	
  
trait	
  evoluLon	
  
models	
  
species	
  
tree	
  
environmental	
  
affiniLes	
  
of	
  species	
  
diversificaLon	
  
models	
  
Result:	
  
speciaLon-­‐exLncLon	
  
dynamics	
  
Result:	
  
evoluLonary	
  changes	
  in	
  
environmental	
  affiniLes	
  
Result:	
  
environmental	
  correlates	
  
of	
  speciaLon-­‐exLncLon	
  
diversificaLon	
  
models	
  
trait	
  evoluLon	
  
models	
  
Halimeda	
  –	
  species	
  diversity	
  map	
  
map	
  by	
  Tom	
  Schils	
  
SST	
  affiniLes	
  modeled	
  along	
  tree	
  
C1	
   C2	
   C3	
   C4	
   C5	
  
Verbruggen	
  et	
  al.	
  (2009)	
  Global	
  Ecol.	
  Biogeogr.	
  18:	
  393-­‐405	
  
How	
  does	
  evolvability	
  
of	
  thermal	
  niches	
  come	
  about?	
  
Marcelino	
  et	
  al.	
  –	
  unpublished	
  
Halimeda	
  –	
  microhabitat	
  evoluLon	
  
Exposed	
  microhabitat	
   Sheltered	
  microhabitat	
  
Marcelino	
  et	
  al.	
  –	
  unpublished	
  
Microhabitat	
  specializaLon	
  as	
  
exaptaLon	
  for	
  macroecological	
  shi`s	
  
sheltered	
   exposed	
  
Can	
  niche	
  evoluLon	
  explain	
  
geographical	
  pa;erns	
  of	
  diversity?	
  
low
high
Ti;ensor	
  et	
  al.	
  (2010)	
  Nature	
  466:	
  1098-­‐1107	
  	
  	
  —	
  	
  	
  Jablonski	
  et	
  al.	
  (2006)	
  Science	
  314:	
  102-­‐106	
  
The	
  notorious	
  LDG	
  
Decreasing	
  species	
  diversity	
  from	
  tropics	
  to	
  poles	
  
Many,	
  many,	
  MANY	
  explanaLons	
  proposed	
  	
  
EvoluLonary	
  perspecLve:	
  species	
  turnover	
  
Kerswell	
  (2006)	
  Ecology	
  10:	
  2479-­‐2488	
  
Bimodal	
  laLtudinal	
  diversity	
  pa;ern	
  
Highest	
  diversity	
  in	
  temperate	
  regions	
  
Do	
  the	
  same	
  evoluLonary	
  processes	
  hold?	
  
…but	
  for	
  seaweeds	
  
LDG	
  and	
  diversificaLon	
  
sea	
  surface	
  temperature	
  
diversificaLon	
  
diversificaLon	
  
cold	
   warm	
  
sea	
  surface	
  temperature	
  
cold	
   warm	
  int.	
   int.	
  
cold	
   int.	
   warm	
   int.	
   cold	
   cold	
   int.	
   warm	
   int.	
   cold	
  
λ	
  =	
  sigmoid	
  (	
  SST	
  )	
   λ	
  =	
  hump	
  (	
  SST	
  )	
  
Codium	
  -­‐	
  Species	
  diversity	
  map	
  
map	
  by	
  Tom	
  Schils	
  
Codium	
  –	
  evoluLon	
  of	
  SST	
  affiniLes	
  
C1	
   C2	
   C3	
  
Verbruggen	
  et	
  al.	
  –	
  unpublished	
  
λ	
  =	
  constant	
  
SST	
  affinity	
  of	
  lineage	
  
Codium	
  –	
  diversificaLon	
  and	
  SST	
  
2,500.8	
  
ΔAIC	
  =	
  0	
  
diversificaLon	
  
Verbruggen	
  et	
  al.	
  –	
  unpublished	
  
AIC	
  
λ	
  =	
  constant	
  λ	
  =	
  hump	
  (	
  SST	
  )	
  
diversificaLon	
  
SST	
  affinity	
  of	
  lineage	
   SST	
  affinity	
  of	
  lineage	
  
Codium	
  –	
  diversificaLon	
  and	
  SST	
  
2,500.8	
  2,485.1	
  AIC	
  
ΔAIC	
  =	
  0	
  ΔAIC	
  =	
  –15.7	
  
Verbruggen	
  et	
  al.	
  –	
  unpublished	
  
λ	
  =	
  sigmoid	
  (	
  SST	
  )	
  λ	
  =	
  constant	
  λ	
  =	
  hump	
  (	
  SST	
  )	
  
diversificaLon	
  
SST	
  affinity	
  of	
  lineage	
   SST	
  affinity	
  of	
  lineage	
   SST	
  affinity	
  of	
  lineage	
  
Codium	
  –	
  diversificaLon	
  and	
  SST	
  
2,500.8	
   2,482.5	
  2,485.1	
  AIC	
  
ΔAIC	
  =	
  0	
  ΔAIC	
  =	
  –15.7	
   ΔAIC	
  =	
  –18.3	
  
Verbruggen	
  et	
  al.	
  –	
  unpublished	
  
Codium	
  –	
  temperate	
  flora	
  is	
  old	
  
C1	
   C2	
   C3	
  
Verbruggen	
  et	
  al.	
  –	
  unpublished	
  
Dictyota	
  –	
  species	
  diversity	
  map	
  
map	
  by	
  Tom	
  Schils	
  
λ	
  =	
  constant	
  
λ	
  =	
  hump	
  (	
  SST	
  )	
  
diversificaLon	
  
SST	
  affinity	
  of	
  lineage	
  
Dictyota	
  –	
  diversificaLon	
  and	
  SST	
  
AIC	
  =	
  1,533.2	
   ΔAIC	
  =	
  0	
  
Verbruggen	
  et	
  al.	
  –	
  unpublished	
  
AIC	
  =	
  1,517.7	
   ΔAIC	
  =	
  –15.5	
  
Tyberghein	
  et	
  al.	
  –	
  unpublished	
  
DiversificaLon	
  is	
  funcLon	
  
of	
  niche	
  evolvability	
  
Tyberghein	
  et	
  al.	
  –	
  unpublished	
  
Parapatric	
  speciaLon	
  along	
  
laLtudinal	
  temperature	
  gradient	
  
Tyberghein	
  et	
  al.	
  –	
  unpublished	
  
EvoluLonary	
  dynamics	
  and	
  the	
  thermal	
  niche	
  
1.  Niche	
  shi`s	
  	
  vs.	
  niche	
  conservaLsm	
  
2.  Evolvability	
  and	
  the	
  microhabitat	
  
3.  DiversificaLon	
  relates	
  to	
  SST	
  
4.  DiversificaLon	
  relates	
  to	
  evolvability	
  	
  
PerspecLves	
  
•  Lp	
  of	
  the	
  iceberg	
  
•  scale	
  up:	
  genera	
  >	
  orders	
  
(Bryopsidales,	
  Nemaliales,	
  Dictyotales,	
  Fucales,	
  Laurencia	
  complex)	
  
•  go	
  wide:	
  genomic	
  &	
  physiological	
  features	
  
•  postAToLomics	
  
Collectors:	
  
Rob	
  Anderson	
  
Elizabeth	
  Bandeira	
  
John	
  Bolton	
  
Francis	
  Bunker	
  
Olivier	
  Dargent	
  
Laury	
  Dijoux	
  
Kya;	
  Dixon	
  
Rainbo	
  Dixon	
  
	
  
	
  
Stefano	
  Draisma	
  
Cindy	
  Fernandez	
  
Suzanne	
  Fredericq	
  
Wilson	
  Freshwater	
  
Fred	
  Gurgel	
  
John	
  Huisman	
  
Lisa	
  Kirkendale	
  
Gerry	
  Kra`	
  
	
  
	
  
Chris	
  Lane	
  
Line	
  Le	
  Gall	
  
Diane	
  Li;ler	
  
Mark	
  Li;ler	
  
Lydiane	
  Mapo	
  
Frederic	
  Mineur	
  
Klaas	
  Pauly	
  
Claude	
  Payri	
  
	
  
	
  
Willem	
  P.v.Reine	
  
Craig	
  Schneider	
  
Gary	
  Saunders	
  
Thomas	
  Sauvage	
  
Tom	
  Schils	
  
Heather	
  Spalding	
  
John	
  West	
  
…	
  many	
  others	
  …	
  
Collaborators:	
  
Sofie	
  D’hondt	
  
Chris	
  Drake	
  
Nick	
  Eloot	
  
Wiebe	
  Kooistra	
  
Frederik	
  Leliaert	
  
Diane	
  Li;ler	
  
Mark	
  Li;ler	
  
Steve	
  LoDuca	
  
	
  
	
  
Chris	
  Maggs	
  
Antoine	
  N'Yeurt	
  
FaLma	
  Oliveira	
  
Mariana	
  Oliveira	
  
Claude	
  Payri	
  
Gary	
  Saunders	
  
Thomas	
  Sauvage	
  
Tom	
  Schils	
  
	
  
	
  
Satoshi	
  Shimada	
  
Thomas	
  Silberfeld	
  
Heather	
  Spalding	
  
Frederique	
  Steen	
  
Ana	
  Tronholm	
  
Christophe	
  Viera	
  
Brian	
  Wysor	
  
Rick	
  Zechman	
  

More Related Content

What's hot

UC Davis EVE161 Lecture 17 by @phylogenomics
 UC Davis EVE161 Lecture 17 by @phylogenomics UC Davis EVE161 Lecture 17 by @phylogenomics
UC Davis EVE161 Lecture 17 by @phylogenomicsJonathan Eisen
 
ASLO 2001 Poster (Black)
ASLO 2001 Poster (Black)ASLO 2001 Poster (Black)
ASLO 2001 Poster (Black)Michael Atkins
 
Microbial Phylogenomics (EVE161) Class 15: Shotgun Metagenomics
Microbial Phylogenomics (EVE161) Class 15: Shotgun Metagenomics Microbial Phylogenomics (EVE161) Class 15: Shotgun Metagenomics
Microbial Phylogenomics (EVE161) Class 15: Shotgun Metagenomics Jonathan Eisen
 
Microbial Phylogenomics (EVE161) Class 16: Shotgun Metagenomics
Microbial Phylogenomics (EVE161) Class 16: Shotgun MetagenomicsMicrobial Phylogenomics (EVE161) Class 16: Shotgun Metagenomics
Microbial Phylogenomics (EVE161) Class 16: Shotgun MetagenomicsJonathan Eisen
 
Effects of density on spacing patterns and habitat associations of a Neotropi...
Effects of density on spacing patterns and habitat associations of a Neotropi...Effects of density on spacing patterns and habitat associations of a Neotropi...
Effects of density on spacing patterns and habitat associations of a Neotropi...Nicole Angeli
 
Research Abstract
Research AbstractResearch Abstract
Research AbstractJohn O'Hara
 
UC Davis EVE161 Lecture 14 by @phylogenomics
UC Davis EVE161 Lecture 14 by @phylogenomicsUC Davis EVE161 Lecture 14 by @phylogenomics
UC Davis EVE161 Lecture 14 by @phylogenomicsJonathan Eisen
 
Microbial Phylogenomics (EVE161) Class 10-11: Genome Sequencing
Microbial Phylogenomics (EVE161) Class 10-11: Genome SequencingMicrobial Phylogenomics (EVE161) Class 10-11: Genome Sequencing
Microbial Phylogenomics (EVE161) Class 10-11: Genome SequencingJonathan Eisen
 
Effects of diflubenzuron on shrimp population dynamics: from lab experiments ...
Effects of diflubenzuron on shrimp population dynamics: from lab experiments ...Effects of diflubenzuron on shrimp population dynamics: from lab experiments ...
Effects of diflubenzuron on shrimp population dynamics: from lab experiments ...Jannicke Moe
 
Transcriptomic adaptation to warm temperatures in Zostera marina
Transcriptomic adaptation to warm temperatures in Zostera marinaTranscriptomic adaptation to warm temperatures in Zostera marina
Transcriptomic adaptation to warm temperatures in Zostera marinaAlexander Jueterbock
 
Ecology and evolution of maple tree invasion
Ecology and evolution of maple tree invasionEcology and evolution of maple tree invasion
Ecology and evolution of maple tree invasionLaurentLamarque
 
Evolution poster 2016 abstract edit
Evolution poster 2016 abstract editEvolution poster 2016 abstract edit
Evolution poster 2016 abstract editReginald Blackwell
 
Mumby consequences of ecological, evolutionary and biogeochemical uncertainty...
Mumby consequences of ecological, evolutionary and biogeochemical uncertainty...Mumby consequences of ecological, evolutionary and biogeochemical uncertainty...
Mumby consequences of ecological, evolutionary and biogeochemical uncertainty...Loretta Roberson
 
Primer-directed enzymatic amplification of DNA with a thermostable DNA polyme...
Primer-directed enzymatic amplification of DNA with a thermostable DNA polyme...Primer-directed enzymatic amplification of DNA with a thermostable DNA polyme...
Primer-directed enzymatic amplification of DNA with a thermostable DNA polyme...José Luis Moreno Garvayo
 
Wellfleet Harbor And Dermo
Wellfleet Harbor And DermoWellfleet Harbor And Dermo
Wellfleet Harbor And DermoMary Lou Roberts
 
Heat generation in aerobic culture
Heat generation in aerobic cultureHeat generation in aerobic culture
Heat generation in aerobic cultureManikandan R
 
Microbial Phylogenomics (EVE161) Class 14: Metagenomics
Microbial Phylogenomics (EVE161) Class 14: MetagenomicsMicrobial Phylogenomics (EVE161) Class 14: Metagenomics
Microbial Phylogenomics (EVE161) Class 14: MetagenomicsJonathan Eisen
 

What's hot (20)

UC Davis EVE161 Lecture 17 by @phylogenomics
 UC Davis EVE161 Lecture 17 by @phylogenomics UC Davis EVE161 Lecture 17 by @phylogenomics
UC Davis EVE161 Lecture 17 by @phylogenomics
 
ASLO 2001 Poster (Black)
ASLO 2001 Poster (Black)ASLO 2001 Poster (Black)
ASLO 2001 Poster (Black)
 
Microbial Phylogenomics (EVE161) Class 15: Shotgun Metagenomics
Microbial Phylogenomics (EVE161) Class 15: Shotgun Metagenomics Microbial Phylogenomics (EVE161) Class 15: Shotgun Metagenomics
Microbial Phylogenomics (EVE161) Class 15: Shotgun Metagenomics
 
Microbial Phylogenomics (EVE161) Class 16: Shotgun Metagenomics
Microbial Phylogenomics (EVE161) Class 16: Shotgun MetagenomicsMicrobial Phylogenomics (EVE161) Class 16: Shotgun Metagenomics
Microbial Phylogenomics (EVE161) Class 16: Shotgun Metagenomics
 
Effects of density on spacing patterns and habitat associations of a Neotropi...
Effects of density on spacing patterns and habitat associations of a Neotropi...Effects of density on spacing patterns and habitat associations of a Neotropi...
Effects of density on spacing patterns and habitat associations of a Neotropi...
 
EVE 161 Lecture 6
EVE 161 Lecture 6EVE 161 Lecture 6
EVE 161 Lecture 6
 
Research Abstract
Research AbstractResearch Abstract
Research Abstract
 
UC Davis EVE161 Lecture 14 by @phylogenomics
UC Davis EVE161 Lecture 14 by @phylogenomicsUC Davis EVE161 Lecture 14 by @phylogenomics
UC Davis EVE161 Lecture 14 by @phylogenomics
 
Microbial Phylogenomics (EVE161) Class 10-11: Genome Sequencing
Microbial Phylogenomics (EVE161) Class 10-11: Genome SequencingMicrobial Phylogenomics (EVE161) Class 10-11: Genome Sequencing
Microbial Phylogenomics (EVE161) Class 10-11: Genome Sequencing
 
R and k strategies
R and k strategiesR and k strategies
R and k strategies
 
Effects of diflubenzuron on shrimp population dynamics: from lab experiments ...
Effects of diflubenzuron on shrimp population dynamics: from lab experiments ...Effects of diflubenzuron on shrimp population dynamics: from lab experiments ...
Effects of diflubenzuron on shrimp population dynamics: from lab experiments ...
 
Transcriptomic adaptation to warm temperatures in Zostera marina
Transcriptomic adaptation to warm temperatures in Zostera marinaTranscriptomic adaptation to warm temperatures in Zostera marina
Transcriptomic adaptation to warm temperatures in Zostera marina
 
Ecology and evolution of maple tree invasion
Ecology and evolution of maple tree invasionEcology and evolution of maple tree invasion
Ecology and evolution of maple tree invasion
 
Evolution poster 2016 abstract edit
Evolution poster 2016 abstract editEvolution poster 2016 abstract edit
Evolution poster 2016 abstract edit
 
Mumby consequences of ecological, evolutionary and biogeochemical uncertainty...
Mumby consequences of ecological, evolutionary and biogeochemical uncertainty...Mumby consequences of ecological, evolutionary and biogeochemical uncertainty...
Mumby consequences of ecological, evolutionary and biogeochemical uncertainty...
 
Typography
TypographyTypography
Typography
 
Primer-directed enzymatic amplification of DNA with a thermostable DNA polyme...
Primer-directed enzymatic amplification of DNA with a thermostable DNA polyme...Primer-directed enzymatic amplification of DNA with a thermostable DNA polyme...
Primer-directed enzymatic amplification of DNA with a thermostable DNA polyme...
 
Wellfleet Harbor And Dermo
Wellfleet Harbor And DermoWellfleet Harbor And Dermo
Wellfleet Harbor And Dermo
 
Heat generation in aerobic culture
Heat generation in aerobic cultureHeat generation in aerobic culture
Heat generation in aerobic culture
 
Microbial Phylogenomics (EVE161) Class 14: Metagenomics
Microbial Phylogenomics (EVE161) Class 14: MetagenomicsMicrobial Phylogenomics (EVE161) Class 14: Metagenomics
Microbial Phylogenomics (EVE161) Class 14: Metagenomics
 

Similar to Evolution of the thermal niche and its impact on biodiversity patterns in seaweeds

Multivariate associations between climate and genome-wide methylation in Euro...
Multivariate associations between climate and genome-wide methylation in Euro...Multivariate associations between climate and genome-wide methylation in Euro...
Multivariate associations between climate and genome-wide methylation in Euro...Thomas Keller
 
Data Publication for UC Davis Publish or Perish
Data Publication for UC Davis Publish or PerishData Publication for UC Davis Publish or Perish
Data Publication for UC Davis Publish or PerishCarly Strasser
 
33. N. L. Roberts, A. M. Piotrowski, J. F. McManus, L. D. Keig.docx
33. N. L. Roberts, A. M. Piotrowski, J. F. McManus, L. D. Keig.docx33. N. L. Roberts, A. M. Piotrowski, J. F. McManus, L. D. Keig.docx
33. N. L. Roberts, A. M. Piotrowski, J. F. McManus, L. D. Keig.docxgilbertkpeters11344
 
thompson-et-al-2023-speciation-across-the-earth-driven-by-global-cooling-in-t...
thompson-et-al-2023-speciation-across-the-earth-driven-by-global-cooling-in-t...thompson-et-al-2023-speciation-across-the-earth-driven-by-global-cooling-in-t...
thompson-et-al-2023-speciation-across-the-earth-driven-by-global-cooling-in-t...José Antonio López Espinosa
 
Historical biogeography and diversification in Sisyrinchium (Iridaceae)
Historical biogeography and diversification in Sisyrinchium (Iridaceae) Historical biogeography and diversification in Sisyrinchium (Iridaceae)
Historical biogeography and diversification in Sisyrinchium (Iridaceae) Verônica Thode
 
Cave animals at the dawn of speleogenomics
Cave animals at the dawn of speleogenomicsCave animals at the dawn of speleogenomics
Cave animals at the dawn of speleogenomicsfriedrichwsu
 
Diversity Diversity Diversity Diversity ....
Diversity Diversity Diversity Diversity ....Diversity Diversity Diversity Diversity ....
Diversity Diversity Diversity Diversity ....Jonathan Eisen
 
Water temperatures affects susceptibility to ranavirus
Water temperatures affects susceptibility to ranavirusWater temperatures affects susceptibility to ranavirus
Water temperatures affects susceptibility to ranavirusmgray11
 
Paper id 21201481
Paper id 21201481Paper id 21201481
Paper id 21201481IJRAT
 
Evolution_PMSD_Biology
Evolution_PMSD_BiologyEvolution_PMSD_Biology
Evolution_PMSD_Biologystomchak
 
2002 sa r.o. & langone j.a. 2002 the tadpole of
2002 sa r.o. & langone j.a. 2002 the tadpole of2002 sa r.o. & langone j.a. 2002 the tadpole of
2002 sa r.o. & langone j.a. 2002 the tadpole ofPedro Taucce
 
Beyond taxonomy: A traits-based approach to fish community ecology
Beyond taxonomy: A traits-based approach to fish community ecology Beyond taxonomy: A traits-based approach to fish community ecology
Beyond taxonomy: A traits-based approach to fish community ecology University of Washington
 
CESAB-ACTIAS-sfe2018
CESAB-ACTIAS-sfe2018CESAB-ACTIAS-sfe2018
CESAB-ACTIAS-sfe2018CESAB-FRB
 
Whole genome duplication and diversification of plant genomes
Whole genome duplication and diversification of plant genomesWhole genome duplication and diversification of plant genomes
Whole genome duplication and diversification of plant genomesSimonRB
 
Applications Of DNA Barcoding To Fish Landings Authentication And Diversity ...
Applications Of DNA Barcoding To Fish Landings  Authentication And Diversity ...Applications Of DNA Barcoding To Fish Landings  Authentication And Diversity ...
Applications Of DNA Barcoding To Fish Landings Authentication And Diversity ...Heather Strinden
 
2017 - Environmental Ordination of Filamentous Bacteria in Activated Sludge
2017 - Environmental Ordination of Filamentous Bacteria in Activated Sludge2017 - Environmental Ordination of Filamentous Bacteria in Activated Sludge
2017 - Environmental Ordination of Filamentous Bacteria in Activated SludgeWALEBUBLÉ
 
EVE 161 Winter 2018 Class 15
EVE 161 Winter 2018 Class 15EVE 161 Winter 2018 Class 15
EVE 161 Winter 2018 Class 15Jonathan Eisen
 
Reef fish, newcomers to macro-ecology
Reef fish, newcomers to macro-ecologyReef fish, newcomers to macro-ecology
Reef fish, newcomers to macro-ecologyAlison Specht
 

Similar to Evolution of the thermal niche and its impact on biodiversity patterns in seaweeds (20)

Multivariate associations between climate and genome-wide methylation in Euro...
Multivariate associations between climate and genome-wide methylation in Euro...Multivariate associations between climate and genome-wide methylation in Euro...
Multivariate associations between climate and genome-wide methylation in Euro...
 
Data Publication for UC Davis Publish or Perish
Data Publication for UC Davis Publish or PerishData Publication for UC Davis Publish or Perish
Data Publication for UC Davis Publish or Perish
 
33. N. L. Roberts, A. M. Piotrowski, J. F. McManus, L. D. Keig.docx
33. N. L. Roberts, A. M. Piotrowski, J. F. McManus, L. D. Keig.docx33. N. L. Roberts, A. M. Piotrowski, J. F. McManus, L. D. Keig.docx
33. N. L. Roberts, A. M. Piotrowski, J. F. McManus, L. D. Keig.docx
 
thompson-et-al-2023-speciation-across-the-earth-driven-by-global-cooling-in-t...
thompson-et-al-2023-speciation-across-the-earth-driven-by-global-cooling-in-t...thompson-et-al-2023-speciation-across-the-earth-driven-by-global-cooling-in-t...
thompson-et-al-2023-speciation-across-the-earth-driven-by-global-cooling-in-t...
 
REU2016_FinalPaper
REU2016_FinalPaperREU2016_FinalPaper
REU2016_FinalPaper
 
Historical biogeography and diversification in Sisyrinchium (Iridaceae)
Historical biogeography and diversification in Sisyrinchium (Iridaceae) Historical biogeography and diversification in Sisyrinchium (Iridaceae)
Historical biogeography and diversification in Sisyrinchium (Iridaceae)
 
Cave animals at the dawn of speleogenomics
Cave animals at the dawn of speleogenomicsCave animals at the dawn of speleogenomics
Cave animals at the dawn of speleogenomics
 
Diversity Diversity Diversity Diversity ....
Diversity Diversity Diversity Diversity ....Diversity Diversity Diversity Diversity ....
Diversity Diversity Diversity Diversity ....
 
Water temperatures affects susceptibility to ranavirus
Water temperatures affects susceptibility to ranavirusWater temperatures affects susceptibility to ranavirus
Water temperatures affects susceptibility to ranavirus
 
Paper id 21201481
Paper id 21201481Paper id 21201481
Paper id 21201481
 
Evolution_PMSD_Biology
Evolution_PMSD_BiologyEvolution_PMSD_Biology
Evolution_PMSD_Biology
 
2002 sa r.o. & langone j.a. 2002 the tadpole of
2002 sa r.o. & langone j.a. 2002 the tadpole of2002 sa r.o. & langone j.a. 2002 the tadpole of
2002 sa r.o. & langone j.a. 2002 the tadpole of
 
Beyond taxonomy: A traits-based approach to fish community ecology
Beyond taxonomy: A traits-based approach to fish community ecology Beyond taxonomy: A traits-based approach to fish community ecology
Beyond taxonomy: A traits-based approach to fish community ecology
 
CESAB-ACTIAS-sfe2018
CESAB-ACTIAS-sfe2018CESAB-ACTIAS-sfe2018
CESAB-ACTIAS-sfe2018
 
Whole genome duplication and diversification of plant genomes
Whole genome duplication and diversification of plant genomesWhole genome duplication and diversification of plant genomes
Whole genome duplication and diversification of plant genomes
 
Applications Of DNA Barcoding To Fish Landings Authentication And Diversity ...
Applications Of DNA Barcoding To Fish Landings  Authentication And Diversity ...Applications Of DNA Barcoding To Fish Landings  Authentication And Diversity ...
Applications Of DNA Barcoding To Fish Landings Authentication And Diversity ...
 
2017 - Environmental Ordination of Filamentous Bacteria in Activated Sludge
2017 - Environmental Ordination of Filamentous Bacteria in Activated Sludge2017 - Environmental Ordination of Filamentous Bacteria in Activated Sludge
2017 - Environmental Ordination of Filamentous Bacteria in Activated Sludge
 
EVE 161 Winter 2018 Class 15
EVE 161 Winter 2018 Class 15EVE 161 Winter 2018 Class 15
EVE 161 Winter 2018 Class 15
 
Reef fish, newcomers to macro-ecology
Reef fish, newcomers to macro-ecologyReef fish, newcomers to macro-ecology
Reef fish, newcomers to macro-ecology
 
ECP-1400.doc
ECP-1400.docECP-1400.doc
ECP-1400.doc
 

Recently uploaded

Pests of cotton_Borer_Pests_Binomics_Dr.UPR.pdf
Pests of cotton_Borer_Pests_Binomics_Dr.UPR.pdfPests of cotton_Borer_Pests_Binomics_Dr.UPR.pdf
Pests of cotton_Borer_Pests_Binomics_Dr.UPR.pdfPirithiRaju
 
High Class Escorts in Hyderabad ₹7.5k Pick Up & Drop With Cash Payment 969456...
High Class Escorts in Hyderabad ₹7.5k Pick Up & Drop With Cash Payment 969456...High Class Escorts in Hyderabad ₹7.5k Pick Up & Drop With Cash Payment 969456...
High Class Escorts in Hyderabad ₹7.5k Pick Up & Drop With Cash Payment 969456...chandars293
 
biology HL practice questions IB BIOLOGY
biology HL practice questions IB BIOLOGYbiology HL practice questions IB BIOLOGY
biology HL practice questions IB BIOLOGY1301aanya
 
Kochi ❤CALL GIRL 84099*07087 ❤CALL GIRLS IN Kochi ESCORT SERVICE❤CALL GIRL
Kochi ❤CALL GIRL 84099*07087 ❤CALL GIRLS IN Kochi ESCORT SERVICE❤CALL GIRLKochi ❤CALL GIRL 84099*07087 ❤CALL GIRLS IN Kochi ESCORT SERVICE❤CALL GIRL
Kochi ❤CALL GIRL 84099*07087 ❤CALL GIRLS IN Kochi ESCORT SERVICE❤CALL GIRLkantirani197
 
SAMASTIPUR CALL GIRL 7857803690 LOW PRICE ESCORT SERVICE
SAMASTIPUR CALL GIRL 7857803690  LOW PRICE  ESCORT SERVICESAMASTIPUR CALL GIRL 7857803690  LOW PRICE  ESCORT SERVICE
SAMASTIPUR CALL GIRL 7857803690 LOW PRICE ESCORT SERVICEayushi9330
 
Pulmonary drug delivery system M.pharm -2nd sem P'ceutics
Pulmonary drug delivery system M.pharm -2nd sem P'ceuticsPulmonary drug delivery system M.pharm -2nd sem P'ceutics
Pulmonary drug delivery system M.pharm -2nd sem P'ceuticssakshisoni2385
 
Locating and isolating a gene, FISH, GISH, Chromosome walking and jumping, te...
Locating and isolating a gene, FISH, GISH, Chromosome walking and jumping, te...Locating and isolating a gene, FISH, GISH, Chromosome walking and jumping, te...
Locating and isolating a gene, FISH, GISH, Chromosome walking and jumping, te...Silpa
 
Justdial Call Girls In Indirapuram, Ghaziabad, 8800357707 Escorts Service
Justdial Call Girls In Indirapuram, Ghaziabad, 8800357707 Escorts ServiceJustdial Call Girls In Indirapuram, Ghaziabad, 8800357707 Escorts Service
Justdial Call Girls In Indirapuram, Ghaziabad, 8800357707 Escorts Servicemonikaservice1
 
Seismic Method Estimate velocity from seismic data.pptx
Seismic Method Estimate velocity from seismic  data.pptxSeismic Method Estimate velocity from seismic  data.pptx
Seismic Method Estimate velocity from seismic data.pptxAlMamun560346
 
GBSN - Microbiology (Unit 2)
GBSN - Microbiology (Unit 2)GBSN - Microbiology (Unit 2)
GBSN - Microbiology (Unit 2)Areesha Ahmad
 
GBSN - Biochemistry (Unit 1)
GBSN - Biochemistry (Unit 1)GBSN - Biochemistry (Unit 1)
GBSN - Biochemistry (Unit 1)Areesha Ahmad
 
Introduction,importance and scope of horticulture.pptx
Introduction,importance and scope of horticulture.pptxIntroduction,importance and scope of horticulture.pptx
Introduction,importance and scope of horticulture.pptxBhagirath Gogikar
 
9999266834 Call Girls In Noida Sector 22 (Delhi) Call Girl Service
9999266834 Call Girls In Noida Sector 22 (Delhi) Call Girl Service9999266834 Call Girls In Noida Sector 22 (Delhi) Call Girl Service
9999266834 Call Girls In Noida Sector 22 (Delhi) Call Girl Servicenishacall1
 
Chemical Tests; flame test, positive and negative ions test Edexcel Internati...
Chemical Tests; flame test, positive and negative ions test Edexcel Internati...Chemical Tests; flame test, positive and negative ions test Edexcel Internati...
Chemical Tests; flame test, positive and negative ions test Edexcel Internati...ssuser79fe74
 
COST ESTIMATION FOR A RESEARCH PROJECT.pptx
COST ESTIMATION FOR A RESEARCH PROJECT.pptxCOST ESTIMATION FOR A RESEARCH PROJECT.pptx
COST ESTIMATION FOR A RESEARCH PROJECT.pptxFarihaAbdulRasheed
 
GBSN - Microbiology (Unit 3)
GBSN - Microbiology (Unit 3)GBSN - Microbiology (Unit 3)
GBSN - Microbiology (Unit 3)Areesha Ahmad
 
SCIENCE-4-QUARTER4-WEEK-4-PPT-1 (1).pptx
SCIENCE-4-QUARTER4-WEEK-4-PPT-1 (1).pptxSCIENCE-4-QUARTER4-WEEK-4-PPT-1 (1).pptx
SCIENCE-4-QUARTER4-WEEK-4-PPT-1 (1).pptxRizalinePalanog2
 
Feature-aligned N-BEATS with Sinkhorn divergence (ICLR '24)
Feature-aligned N-BEATS with Sinkhorn divergence (ICLR '24)Feature-aligned N-BEATS with Sinkhorn divergence (ICLR '24)
Feature-aligned N-BEATS with Sinkhorn divergence (ICLR '24)Joonhun Lee
 

Recently uploaded (20)

Pests of cotton_Borer_Pests_Binomics_Dr.UPR.pdf
Pests of cotton_Borer_Pests_Binomics_Dr.UPR.pdfPests of cotton_Borer_Pests_Binomics_Dr.UPR.pdf
Pests of cotton_Borer_Pests_Binomics_Dr.UPR.pdf
 
High Class Escorts in Hyderabad ₹7.5k Pick Up & Drop With Cash Payment 969456...
High Class Escorts in Hyderabad ₹7.5k Pick Up & Drop With Cash Payment 969456...High Class Escorts in Hyderabad ₹7.5k Pick Up & Drop With Cash Payment 969456...
High Class Escorts in Hyderabad ₹7.5k Pick Up & Drop With Cash Payment 969456...
 
biology HL practice questions IB BIOLOGY
biology HL practice questions IB BIOLOGYbiology HL practice questions IB BIOLOGY
biology HL practice questions IB BIOLOGY
 
Kochi ❤CALL GIRL 84099*07087 ❤CALL GIRLS IN Kochi ESCORT SERVICE❤CALL GIRL
Kochi ❤CALL GIRL 84099*07087 ❤CALL GIRLS IN Kochi ESCORT SERVICE❤CALL GIRLKochi ❤CALL GIRL 84099*07087 ❤CALL GIRLS IN Kochi ESCORT SERVICE❤CALL GIRL
Kochi ❤CALL GIRL 84099*07087 ❤CALL GIRLS IN Kochi ESCORT SERVICE❤CALL GIRL
 
SAMASTIPUR CALL GIRL 7857803690 LOW PRICE ESCORT SERVICE
SAMASTIPUR CALL GIRL 7857803690  LOW PRICE  ESCORT SERVICESAMASTIPUR CALL GIRL 7857803690  LOW PRICE  ESCORT SERVICE
SAMASTIPUR CALL GIRL 7857803690 LOW PRICE ESCORT SERVICE
 
Pulmonary drug delivery system M.pharm -2nd sem P'ceutics
Pulmonary drug delivery system M.pharm -2nd sem P'ceuticsPulmonary drug delivery system M.pharm -2nd sem P'ceutics
Pulmonary drug delivery system M.pharm -2nd sem P'ceutics
 
Locating and isolating a gene, FISH, GISH, Chromosome walking and jumping, te...
Locating and isolating a gene, FISH, GISH, Chromosome walking and jumping, te...Locating and isolating a gene, FISH, GISH, Chromosome walking and jumping, te...
Locating and isolating a gene, FISH, GISH, Chromosome walking and jumping, te...
 
Justdial Call Girls In Indirapuram, Ghaziabad, 8800357707 Escorts Service
Justdial Call Girls In Indirapuram, Ghaziabad, 8800357707 Escorts ServiceJustdial Call Girls In Indirapuram, Ghaziabad, 8800357707 Escorts Service
Justdial Call Girls In Indirapuram, Ghaziabad, 8800357707 Escorts Service
 
Clean In Place(CIP).pptx .
Clean In Place(CIP).pptx                 .Clean In Place(CIP).pptx                 .
Clean In Place(CIP).pptx .
 
Seismic Method Estimate velocity from seismic data.pptx
Seismic Method Estimate velocity from seismic  data.pptxSeismic Method Estimate velocity from seismic  data.pptx
Seismic Method Estimate velocity from seismic data.pptx
 
GBSN - Microbiology (Unit 2)
GBSN - Microbiology (Unit 2)GBSN - Microbiology (Unit 2)
GBSN - Microbiology (Unit 2)
 
GBSN - Biochemistry (Unit 1)
GBSN - Biochemistry (Unit 1)GBSN - Biochemistry (Unit 1)
GBSN - Biochemistry (Unit 1)
 
Introduction,importance and scope of horticulture.pptx
Introduction,importance and scope of horticulture.pptxIntroduction,importance and scope of horticulture.pptx
Introduction,importance and scope of horticulture.pptx
 
Site Acceptance Test .
Site Acceptance Test                    .Site Acceptance Test                    .
Site Acceptance Test .
 
9999266834 Call Girls In Noida Sector 22 (Delhi) Call Girl Service
9999266834 Call Girls In Noida Sector 22 (Delhi) Call Girl Service9999266834 Call Girls In Noida Sector 22 (Delhi) Call Girl Service
9999266834 Call Girls In Noida Sector 22 (Delhi) Call Girl Service
 
Chemical Tests; flame test, positive and negative ions test Edexcel Internati...
Chemical Tests; flame test, positive and negative ions test Edexcel Internati...Chemical Tests; flame test, positive and negative ions test Edexcel Internati...
Chemical Tests; flame test, positive and negative ions test Edexcel Internati...
 
COST ESTIMATION FOR A RESEARCH PROJECT.pptx
COST ESTIMATION FOR A RESEARCH PROJECT.pptxCOST ESTIMATION FOR A RESEARCH PROJECT.pptx
COST ESTIMATION FOR A RESEARCH PROJECT.pptx
 
GBSN - Microbiology (Unit 3)
GBSN - Microbiology (Unit 3)GBSN - Microbiology (Unit 3)
GBSN - Microbiology (Unit 3)
 
SCIENCE-4-QUARTER4-WEEK-4-PPT-1 (1).pptx
SCIENCE-4-QUARTER4-WEEK-4-PPT-1 (1).pptxSCIENCE-4-QUARTER4-WEEK-4-PPT-1 (1).pptx
SCIENCE-4-QUARTER4-WEEK-4-PPT-1 (1).pptx
 
Feature-aligned N-BEATS with Sinkhorn divergence (ICLR '24)
Feature-aligned N-BEATS with Sinkhorn divergence (ICLR '24)Feature-aligned N-BEATS with Sinkhorn divergence (ICLR '24)
Feature-aligned N-BEATS with Sinkhorn divergence (ICLR '24)
 

Evolution of the thermal niche and its impact on biodiversity patterns in seaweeds

  • 1. EVOLUTION  OF  THE  THERMAL  NICHE     AND  ITS  IMPACT  ON  BIODIVERSITY  PATTERNS   IN  SEAWEEDS     Heroen  Verbruggen   Vanessa  Marcelino   Lennert  Tyberghein   Olivier  De  Clerck  
  • 2.
  • 3.
  • 4.
  • 5. h;p://www.bio-­‐oracle.ugent.be   Bio-­‐ORACLE   Ocean  Rasters  for  Analysis  of   Climate  and  Environment   Tyberghein  et  al.  (2012)  Global  Ecol.  Biogeogr.  21:  272-­‐281  
  • 6. algal   collecLons   environmental   datasets:   Bio-­‐ORACLE  
  • 7. algal   collecLons   environmental   datasets:   Bio-­‐ORACLE   mulL-­‐gene   alignment   DNA   sequencing   species   tree   phylogeneLc   inference  
  • 8. algal   collecLons   environmental   datasets:   Bio-­‐ORACLE   mulL-­‐gene   alignment   DNA   sequencing   species   tree   phylogeneLc   inference   geographic   coordinates   accurate   idenLficaLons   georeferencing   DNA   barcoding  
  • 9. algal   collecLons   environmental   datasets:   Bio-­‐ORACLE   mulL-­‐gene   alignment   DNA   sequencing   species   tree   phylogeneLc   inference   geographic   coordinates   accurate   idenLficaLons   environmental   affiniLes   of  species   georeferencing   DNA   barcoding   GIS  data   extracLon  
  • 10. species   tree   environmental   affiniLes   of  species  
  • 11. species   tree   environmental   affiniLes   of  species   diversificaLon   models   Result:   speciaLon-­‐exLncLon   dynamics  
  • 12. species   tree   environmental   affiniLes   of  species   diversificaLon   models   Result:   speciaLon-­‐exLncLon   dynamics   Result:   evoluLonary  changes  in   environmental  affiniLes   trait  evoluLon   models  
  • 13. species   tree   environmental   affiniLes   of  species   diversificaLon   models   Result:   speciaLon-­‐exLncLon   dynamics   Result:   evoluLonary  changes  in   environmental  affiniLes   Result:   environmental  correlates   of  speciaLon-­‐exLncLon   diversificaLon   models   trait  evoluLon   models  
  • 14.
  • 15.
  • 16.
  • 17. Halimeda  –  species  diversity  map   map  by  Tom  Schils  
  • 18. SST  affiniLes  modeled  along  tree   C1   C2   C3   C4   C5   Verbruggen  et  al.  (2009)  Global  Ecol.  Biogeogr.  18:  393-­‐405  
  • 19. How  does  evolvability   of  thermal  niches  come  about?  
  • 20. Marcelino  et  al.  –  unpublished   Halimeda  –  microhabitat  evoluLon   Exposed  microhabitat   Sheltered  microhabitat  
  • 21. Marcelino  et  al.  –  unpublished   Microhabitat  specializaLon  as   exaptaLon  for  macroecological  shi`s   sheltered   exposed  
  • 22. Can  niche  evoluLon  explain   geographical  pa;erns  of  diversity?  
  • 23. low high Ti;ensor  et  al.  (2010)  Nature  466:  1098-­‐1107      —      Jablonski  et  al.  (2006)  Science  314:  102-­‐106   The  notorious  LDG   Decreasing  species  diversity  from  tropics  to  poles   Many,  many,  MANY  explanaLons  proposed     EvoluLonary  perspecLve:  species  turnover  
  • 24. Kerswell  (2006)  Ecology  10:  2479-­‐2488   Bimodal  laLtudinal  diversity  pa;ern   Highest  diversity  in  temperate  regions   Do  the  same  evoluLonary  processes  hold?   …but  for  seaweeds  
  • 25. LDG  and  diversificaLon   sea  surface  temperature   diversificaLon   diversificaLon   cold   warm   sea  surface  temperature   cold   warm  int.   int.   cold   int.   warm   int.   cold   cold   int.   warm   int.   cold   λ  =  sigmoid  (  SST  )   λ  =  hump  (  SST  )  
  • 26. Codium  -­‐  Species  diversity  map   map  by  Tom  Schils  
  • 27. Codium  –  evoluLon  of  SST  affiniLes   C1   C2   C3   Verbruggen  et  al.  –  unpublished  
  • 28. λ  =  constant   SST  affinity  of  lineage   Codium  –  diversificaLon  and  SST   2,500.8   ΔAIC  =  0   diversificaLon   Verbruggen  et  al.  –  unpublished   AIC  
  • 29. λ  =  constant  λ  =  hump  (  SST  )   diversificaLon   SST  affinity  of  lineage   SST  affinity  of  lineage   Codium  –  diversificaLon  and  SST   2,500.8  2,485.1  AIC   ΔAIC  =  0  ΔAIC  =  –15.7   Verbruggen  et  al.  –  unpublished  
  • 30. λ  =  sigmoid  (  SST  )  λ  =  constant  λ  =  hump  (  SST  )   diversificaLon   SST  affinity  of  lineage   SST  affinity  of  lineage   SST  affinity  of  lineage   Codium  –  diversificaLon  and  SST   2,500.8   2,482.5  2,485.1  AIC   ΔAIC  =  0  ΔAIC  =  –15.7   ΔAIC  =  –18.3   Verbruggen  et  al.  –  unpublished  
  • 31. Codium  –  temperate  flora  is  old   C1   C2   C3   Verbruggen  et  al.  –  unpublished  
  • 32. Dictyota  –  species  diversity  map   map  by  Tom  Schils  
  • 33. λ  =  constant   λ  =  hump  (  SST  )   diversificaLon   SST  affinity  of  lineage   Dictyota  –  diversificaLon  and  SST   AIC  =  1,533.2   ΔAIC  =  0   Verbruggen  et  al.  –  unpublished   AIC  =  1,517.7   ΔAIC  =  –15.5  
  • 34. Tyberghein  et  al.  –  unpublished  
  • 35. DiversificaLon  is  funcLon   of  niche  evolvability   Tyberghein  et  al.  –  unpublished  
  • 36. Parapatric  speciaLon  along   laLtudinal  temperature  gradient   Tyberghein  et  al.  –  unpublished  
  • 37. EvoluLonary  dynamics  and  the  thermal  niche   1.  Niche  shi`s    vs.  niche  conservaLsm   2.  Evolvability  and  the  microhabitat   3.  DiversificaLon  relates  to  SST   4.  DiversificaLon  relates  to  evolvability    
  • 38. PerspecLves   •  Lp  of  the  iceberg   •  scale  up:  genera  >  orders   (Bryopsidales,  Nemaliales,  Dictyotales,  Fucales,  Laurencia  complex)   •  go  wide:  genomic  &  physiological  features   •  postAToLomics  
  • 39. Collectors:   Rob  Anderson   Elizabeth  Bandeira   John  Bolton   Francis  Bunker   Olivier  Dargent   Laury  Dijoux   Kya;  Dixon   Rainbo  Dixon       Stefano  Draisma   Cindy  Fernandez   Suzanne  Fredericq   Wilson  Freshwater   Fred  Gurgel   John  Huisman   Lisa  Kirkendale   Gerry  Kra`       Chris  Lane   Line  Le  Gall   Diane  Li;ler   Mark  Li;ler   Lydiane  Mapo   Frederic  Mineur   Klaas  Pauly   Claude  Payri       Willem  P.v.Reine   Craig  Schneider   Gary  Saunders   Thomas  Sauvage   Tom  Schils   Heather  Spalding   John  West   …  many  others  …   Collaborators:   Sofie  D’hondt   Chris  Drake   Nick  Eloot   Wiebe  Kooistra   Frederik  Leliaert   Diane  Li;ler   Mark  Li;ler   Steve  LoDuca       Chris  Maggs   Antoine  N'Yeurt   FaLma  Oliveira   Mariana  Oliveira   Claude  Payri   Gary  Saunders   Thomas  Sauvage   Tom  Schils       Satoshi  Shimada   Thomas  Silberfeld   Heather  Spalding   Frederique  Steen   Ana  Tronholm   Christophe  Viera   Brian  Wysor   Rick  Zechman