MONITORING – TRACKING THE CHANGES OF THE...

21
MONITORING – TRACKING THE CHANGES OF THE SEAS Innova5ve monitoring tools: challenges and perspec5ves Chair: Roberto Danovaro, CONISMA DEVOTES Final Conference, 17 – 19 October 2016, Brussels PRESENTORS IN BLOCK 4 (15:45 – 17:30) Alessandro PorcheWa, University of Rome Tor Vergata Luis Felipe Ar5gas, Université du LiWoral Côte d'Opale Isabel Ferrera, Spanish Na5onal Council for Scien5fic Research Naiara Rodríguez-Ezpeleta, AZTI John Pearman, King Abdullah University of Science and Technology David Romain, The French Na5onal Centre for Scien5fic Research Next: Anne Chenouil, The French Na5onal Centre for Scien5fic Research Chris5an Wilson, OceanDTM

Transcript of MONITORING – TRACKING THE CHANGES OF THE...

Page 1: MONITORING – TRACKING THE CHANGES OF THE SEASdevotes-project.eu/wp-content/uploads/2016/10/7... · 2020. 1. 17. · Caruga , Susanna Carvalho, Roberto Danovaro, Sarah Dashfield,

MONITORING–TRACKINGTHECHANGESOFTHESEAS

Innova5vemonitoringtools:challengesandperspec5vesChair:RobertoDanovaro,CONISMA

DEVOTESFinalConference,17–19October2016,Brussels

PRESENTORSINBLOCK4(15:45–17:30)AlessandroPorcheWa,UniversityofRomeTorVergataLuisFelipeAr5gas,UniversitéduLiWoralCôted'OpaleIsabelFerrera,SpanishNa5onalCouncilforScien5ficResearchNaiaraRodríguez-Ezpeleta,AZTIJohnPearman,KingAbdullahUniversityofScienceandTechnologyDavidRomain,TheFrenchNa5onalCentreforScien5ficResearchNext:AnneChenouil,TheFrenchNa5onalCentreforScien5ficResearchChris5anWilson,OceanDTM

Page 2: MONITORING – TRACKING THE CHANGES OF THE SEASdevotes-project.eu/wp-content/uploads/2016/10/7... · 2020. 1. 17. · Caruga , Susanna Carvalho, Roberto Danovaro, Sarah Dashfield,

Comparingcommunitycomposi5oninASUs(ar5ficialsamplingunits)fromtheRedSeatotheBal5cSea

/AnneCHENUILetal.:Morphologyandmetabarcodingcomplementarity

DEVOTESfinalconference,MARINEBIODIVERSITY-THEKEYTOHEALTHYANDPRODUCTIVESEAS,17-19october2016,Brussels

AbigailE.Cahill,JohnK.Pearman,AngelBorja,LauraCaruga5,SusannaCarvalho,RobertoDanovaro,SarahDashfield,RomainDavid,Jean-PierreFéral,SergejOlenin,AndriusSiaulys,PaulSomerfield,AntoanetaTrayanova,MariaC.Uyarra

Page 3: MONITORING – TRACKING THE CHANGES OF THE SEASdevotes-project.eu/wp-content/uploads/2016/10/7... · 2020. 1. 17. · Caruga , Susanna Carvalho, Roberto Danovaro, Sarah Dashfield,

3

Comparingcommunitycomposi5oninASUs

•  THEGOAL

Setupmethodsforbiodiversitymonitoringthatarerepeatableinthelongterm

→Standardiza5onofsamplingmethods→Methodstodeterminecommunitycomposi5on(=dependingasliWleasleastpossibleonanexpertknowledge)

Page 4: MONITORING – TRACKING THE CHANGES OF THE SEASdevotes-project.eu/wp-content/uploads/2016/10/7... · 2020. 1. 17. · Caruga , Susanna Carvalho, Roberto Danovaro, Sarah Dashfield,

4

Comparingcommunitycomposi5oninASUs

– Samplingdevice=ASUs(tobecomparedinnearfuturewithARMS,placedatthesamesites)

– Twomethodstoassesscommunitycomposi5on

-  Visualtaxonomicaliden5fica5on- Metabarcoding

«Panscourers»

ASU

Afewmonthslater

Page 5: MONITORING – TRACKING THE CHANGES OF THE SEASdevotes-project.eu/wp-content/uploads/2016/10/7... · 2020. 1. 17. · Caruga , Susanna Carvalho, Roberto Danovaro, Sarah Dashfield,

5

Comparingcommunitycomposi5oninASUs

Whatismetabarcoding?

-  EnvironmentalSample: Mixtureoflivingorganisms

-  Barcodingmolecule: DNAregion,variableenoughsothat

eachspecieshasitsownDNAsequence

Example1: 18SrRNA hugeReferenceDataBase(++usedforunicellulars)

Example2: COI hugeReferenceDataBaseformul5celularanimals

«Panscourers»

Page 6: MONITORING – TRACKING THE CHANGES OF THE SEASdevotes-project.eu/wp-content/uploads/2016/10/7... · 2020. 1. 17. · Caruga , Susanna Carvalho, Roberto Danovaro, Sarah Dashfield,

6

Comparingcommunitycomposi5oninASUs

Whatismetabarcoding?

-  EnvironmentalSample: Mixtureoflivingorganisms

-  Barcodingmolecule: DNAregion,variableenoughsothat

eachspecieshasitsownDNAsequence

Example1: 18SrRNA hugeReferenceDataBase(++usedforunicellulars)

Example2: COI hugeReferenceDataBaseformul5celularanimals

-  Obtainasetofsequencesfor1barcodingmolecule(orfew)

-  EachDNAsequenceètaxonname(speciesorhigherlevel)ifinrefer.DB

ELSEèmoleculartaxon(mOTU)

«Panscourers»

Page 7: MONITORING – TRACKING THE CHANGES OF THE SEASdevotes-project.eu/wp-content/uploads/2016/10/7... · 2020. 1. 17. · Caruga , Susanna Carvalho, Roberto Danovaro, Sarah Dashfield,

7

Comparingcommunitycomposi5oninASUs

Ostracods,Polychaetes,Bivalves,BriWlestars,…..

•  Visualtaxonomicaliden5fica5on

Page 8: MONITORING – TRACKING THE CHANGES OF THE SEASdevotes-project.eu/wp-content/uploads/2016/10/7... · 2020. 1. 17. · Caruga , Susanna Carvalho, Roberto Danovaro, Sarah Dashfield,

8

Comparingcommunitycomposi5oninASUs

Ostracods,Polychaetes,Bivalves,BriWlestars,…..

-ClasslevelID:simple,thusreliableButthepersonmustdis5nguishanostracodfromamollusc…-Itisaquan5ta5vemethod:specimencounts/class

•  Visualtaxonomicaliden5fica5on

Page 9: MONITORING – TRACKING THE CHANGES OF THE SEASdevotes-project.eu/wp-content/uploads/2016/10/7... · 2020. 1. 17. · Caruga , Susanna Carvalho, Roberto Danovaro, Sarah Dashfield,

9

Comparingcommunitycomposi5oninASUs

•  Metabarcoding

1DNAextrac5onofmixedanimals/phylum/ASU

EquimolarmixtureofDNAofallphyla

HiFiPCRamplifica5onoftheCOIbarcodingfragment(313bp)

Ampliconlibrary+Illuminasequencing

PlatormorIndustry

Bioinforma5cs

SpeciesComposi5on

(notquan5ta5ve)

Sta5s5cs,tests,…

Page 10: MONITORING – TRACKING THE CHANGES OF THE SEASdevotes-project.eu/wp-content/uploads/2016/10/7... · 2020. 1. 17. · Caruga , Susanna Carvalho, Roberto Danovaro, Sarah Dashfield,

10

Comparingcommunitycomposi5oninASUs

•  Metabarcoding

1DNAextrac5onofmixedanimals/phylum/ASU

EquimolarmixtureofDNAofallphyla

HiFiPCRamplifica5onoftheCOIbarcodingfragment(313bp)

Ampliconlibrary+Illuminasequencing

PlatormorIndustry

Bioinforma5cs

SpeciesComposi5on

(notquan5ta5ve)

Thismethoddoesnotgivetherela5vefrequencyoftaxa

Sta5s5cs,tests,…

Page 11: MONITORING – TRACKING THE CHANGES OF THE SEASdevotes-project.eu/wp-content/uploads/2016/10/7... · 2020. 1. 17. · Caruga , Susanna Carvalho, Roberto Danovaro, Sarah Dashfield,

11

Comparingcommunitycomposi5oninASUs

IneachSea:3loca5ons(about10-40kmapart)

Page 12: MONITORING – TRACKING THE CHANGES OF THE SEASdevotes-project.eu/wp-content/uploads/2016/10/7... · 2020. 1. 17. · Caruga , Susanna Carvalho, Roberto Danovaro, Sarah Dashfield,

12

Comparingcommunitycomposi5oninASUs

Ineachsea:3loca5onsIneachloca5on:3ARMSUnderwater:from12to18months

Page 13: MONITORING – TRACKING THE CHANGES OF THE SEASdevotes-project.eu/wp-content/uploads/2016/10/7... · 2020. 1. 17. · Caruga , Susanna Carvalho, Roberto Danovaro, Sarah Dashfield,

13

Comparingcommunitycomposi5oninASUs

•  Results

–  Minimum: 120 specimens/ASU RedSea–  Maximum: 9800 specimens/ASU BlackSea

–  SometaxaarepoorlyrecoveredinmolecularOTUsdespitetheirabundance(e.g.My#lusmussels)(falsenega5ves)

–  …butalsosome(lowfrequency)falseposi5ves(PCRcontamina5ons)

Page 14: MONITORING – TRACKING THE CHANGES OF THE SEASdevotes-project.eu/wp-content/uploads/2016/10/7... · 2020. 1. 17. · Caruga , Susanna Carvalho, Roberto Danovaro, Sarah Dashfield,

14

Comparingcommunitycomposi5oninASUs

Numberofspecimens

EachdotisoneASU Sea

Mass(g)

low

low

high

high

Morphologydata

Page 15: MONITORING – TRACKING THE CHANGES OF THE SEASdevotes-project.eu/wp-content/uploads/2016/10/7... · 2020. 1. 17. · Caruga , Susanna Carvalho, Roberto Danovaro, Sarah Dashfield,

15

Comparingcommunitycomposi5oninASUs

Numberofspecimens

EachdotisoneASU Sea

Mass(g)

low

low

high

high

•  Differencesamongseas

•  Variabilitywithinseas

Page 16: MONITORING – TRACKING THE CHANGES OF THE SEASdevotes-project.eu/wp-content/uploads/2016/10/7... · 2020. 1. 17. · Caruga , Susanna Carvalho, Roberto Danovaro, Sarah Dashfield,

16

Comparingcommunitycomposi5oninASUs

Morphology(class)

mOTU=metabarcoding

high

high

low

low

MorphologyvsMolecular

(1-∑pi2)

Page 17: MONITORING – TRACKING THE CHANGES OF THE SEASdevotes-project.eu/wp-content/uploads/2016/10/7... · 2020. 1. 17. · Caruga , Susanna Carvalho, Roberto Danovaro, Sarah Dashfield,

17

Comparingcommunitycomposi5oninASUs

o  Significantdifferen5a5onamongseas

o  Highdiscrimina5ngpowerof

mOTUs(metabarcoding)

mOTU=metabarcoding

Morphology(class)

Page 18: MONITORING – TRACKING THE CHANGES OF THE SEASdevotes-project.eu/wp-content/uploads/2016/10/7... · 2020. 1. 17. · Caruga , Susanna Carvalho, Roberto Danovaro, Sarah Dashfield,

18

Comparingcommunitycomposi5oninASUs

•  Themainoutcomeso  Morphologicaliden5fica5on,attheclasslevel,waseasilyand

reliablydonebyasinglepersonforverydifferentenvironments.

o  Metabarcodingdoesnotmimictradi5onaltaxonomybutprovidescomparableresults,andwithhigherdiscrimina5on.

o  Weshallanalysetheinfluenceofenvironmentalfactorsonthisdataset(thoughnotideallydesignedforthis)

Page 19: MONITORING – TRACKING THE CHANGES OF THE SEASdevotes-project.eu/wp-content/uploads/2016/10/7... · 2020. 1. 17. · Caruga , Susanna Carvalho, Roberto Danovaro, Sarah Dashfield,

19

Comparingcommunitycomposi5oninASUs

o Morphologyandmetabarcodingareverycomplementary

Possibleimprovement:metabarcodingmethod,nearlyquan5ta5ve,notbasedonPCR:captureprobes(promisingpublishedstudies,nouniversalprobesetyet)

Morphology(class)

Metabarcoding

Taxonomicexper5se

Lowrequirement Norequirementatall

Quan5ta5vetaxarepresenta5on

Excellent(counts,biomass)

UnreliablewhenPCR-based(butseebelow)

Possibilityofup-scaling?

Restricted Good

Page 20: MONITORING – TRACKING THE CHANGES OF THE SEASdevotes-project.eu/wp-content/uploads/2016/10/7... · 2020. 1. 17. · Caruga , Susanna Carvalho, Roberto Danovaro, Sarah Dashfield,

20

Comparingcommunitycomposi5oninASUs

o Morphologyandmetabarcodingareverycomplementary

Possibleimprovement:metabarcodingmethod,nearlyquan5ta5ve,notbasedonPCR:captureprobes(promisingpublishedstudies,nouniversalprobesetyet)

Morphology(class)

Metabarcoding

Taxonomicexper5se

Lowrequirement Norequirementatall

Quan5ta5vetaxarepresenta5on

Excellent(counts,biomass)

UnreliablewhenPCR-based(butseebelow)

Possibilityofup-scaling?

Restricted Good

Page 21: MONITORING – TRACKING THE CHANGES OF THE SEASdevotes-project.eu/wp-content/uploads/2016/10/7... · 2020. 1. 17. · Caruga , Susanna Carvalho, Roberto Danovaro, Sarah Dashfield,

21

Comparingcommunitycomposi5oninASUs

•  Themainchallengesforthefuture

•  Assessnaturalvariabilityofcommunitycomposi5on•  Relatevaria5onsincommunitycomposi5ontopressuresorenvironmentalchanges

èAnalysemuchmoreASUswithineachsea-moreloca5ons(varyingenvironmentalcondi5ons)-temporalsampling