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A database on biological traits of polychaetes
http://polytraits.lifewatchgreece.eu

Sarah Faulwetter
Hellenic Centre for Marine Research
http://polytraits.lifewatchgreece.eu

background

●

first started in-house in 2006

●

aim: collecting traits to perform BTA

●

initially: dataset with 102 polychaete species from
Mediterranean lagoons

●

manual text mining

●

link to citation, original text snippet recorded

●

data collection: purpose-driven, not systematic
background
~ 1000 species-level taxa

950 literature sources

~ 20,000 records
semantically described terms
current aim: data mobilisation
background
background
~ 1000 species-level taxa

950 literature sources

~ 20,000 records
semantically described terms
current aim: data mobilisation
background
~ 1000 species-level taxa

950 literature sources

~ 20,000 records
semantically described terms
current aim: data mobilisation
trait selection
trait selection

Consultation of existing
literature & databases

Creation of list of
traits & modalities

Adaptation for
polychaetes

Definitions &
ontology mapping

mainly: BIOTIC, papers by Bremner et al.,
Annelid reproduction (Rouse & Pleijel)

All traits are categorical
Each trait has several modalities
Each modality can be present or/and absent

Polychaete-specific traits, e.g. pharynx
structure, epitoky, range of body sizes...

Clear definition of traits, mapped to
existing ontology concepts where possible
trait selection
trait selection

21

17

9

adult traits

reproductive traits

larval traits

47 traits, 252 modalities

ca. 5 traits “unsuitable”
problems encountered
“Unsuitable” traits

●

Trait not applicable for polychaetes:
“migration” → there is no significant migration in polychaetes
problems encountered
“Unsuitable” traits

●

Trait not applicable for polychaetes:
“migration” → there is no significant migration in polychaetes

●

Trait “wrongly” defined
e.g. “Sociability” should be either “solitary, gregarious...”
or “commensal of ..., parasite of..., ….”
problems encountered
Modalities too specialised
problems encountered
Modalities too specialised
problems encountered
Modalities too specialised
problems encountered
Modalities too specialised

needs
hierarchy
problems encountered
Traits with “endless” modalities
problems encountered
Traits with “endless” modalities
problems encountered
Traits with “endless” modalities
problems encountered
Overlap / Correlation of traits & modalities
problems encountered
Missing traits ( & modalities)
●

Larval & adult dispersal potential

●

Additional morphology traits, e.g. sensory organs

●

Resistance to physical disturbance

●

Environmental position (infauna, epifauna,...)

●

Socio-economic traits
If I could do it again...
Wishlist
●

Clearly define each trait and modality from the
beginning, incl. examples

●

Introduce hierarchy of traits

●

Avoid conversion of numerical values into categories

●

●

●

●

Weighting mechanism (e.g. “usually found on sand,
rarely on mud”)
Add flags for uncertainty
Add geo-coding of origin of information (same species
does different things in different areas)
Introduce species interactions

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Polytraits: A database on biological traits of marine polychaetes