This is a composite response to several posts by Cam, Rich, and Jim. 

This thread has been extremely enlightening to me for several reasons.  One is that as a "right brain" type person, the evolving diagram of the relationships among the Darwin Core classes (i.e. http://bioimages.vanderbilt.edu/pages/token-explicit.gif) has really clarified some things in my mind.  The other reason is that the thread has convinced me that the best approach is to clearly separate things conceptually and avoid "overloading" the terms and classes by expecting them to simultaneously accomplish too many different things.  Although this overloading may be convenient from the standpoint of how we like to think about "things" (a.k.a. resources), it causes problems when we try to explicitly define the properties and relationships of those resources.  In particular, I'm thinking of trying to have classes both "be" and "do" two things at once.

Some of the disagreement that has emerged regarding Occurrences comes from what we (based on our different personal experiences) think that an Occurrence should BE.  I think that a more productive approach would be to ask "what do we want Occurrences to DO?"  I will illustrate that approach with the case of the proposed class Individual, then try to see what this approach tells us about how Occurrences should be defined. 

Initially, I wanted to think of instances of the proposed class Individual as actual biological individuals.  That was, in most cases, what I was interested in tracking.  However, when I considered what I wanted the record for an Individual to "do" I realized that many times it was useful to consider an "individual" to include small populations of organisms of the same taxon (species or lower rank if it exists; assume this when I say "taxon" here).  Sometimes this was just convenient and sometimes it was necessary (like in the case of moss) because I couldn't tell where one biological individual ended and another began.  When I began to try to map out what I meant by an Individual (in terms of diagrams or in RDF), it became clear to me that what I really was interested in was a way to connect multiple Occurrences to (possibly) multiple determinations.  That's why I included in my paper's title "... as resource relationship nodes", i.e. as a way to connect those things.  Since the beginning of this recent thread, it has been even clearer that the functional approach to defining Individuals defines them better than any conceptual idea that I had about what an individual was.  The consensus definition of an Occurrence seemed to be something like "a record that a taxon representative occurred at a particular location at a particular time".  "Taxon representative" could legitimately include any unit that could reliably said to represent a single taxon, from a single biological organism to a small group as long as one could be reasonably sure that all of the biological individuals in that group were of the same taxon.  If (as someone noted) the group of biological individuals got big enough that it included (perhaps by accident) several species, then it was too large and needed to be split into smaller groups where only a single taxon was included.  If that group were to be resampled at a later time (as individualID was designed to facilitate), then the group would need to have some kind of stability (like plants growing together or a stable herd of animals).  The point I'm trying to get at here is that the useful way of defining Individual is to define it in a way that it "does" what we want: connect Occurrences to Determinations in a way that allows for resampling (which is functionally equivalent to saying multiple Occurrences per Individual).  That is far more productive than trying to make a philosophical argument about what constitutes an individual, or what we would like for an individual to "be". 

Applying this approach to Occurrence, we should ask the functional question "What do we want Occurrences to do?" rather than "What do we think that they are?"  Let's return to the diagram which seems to be the current favorite model: http://bioimages.vanderbilt.edu/pages/token-explicit.gif .  If the "consensus" definition of an Occurrence is that it tells us that a taxon representative was at a particular location at a particular time (and if we accept that Event represents a time and a Location), then what we want Occurrence to "do" is to act as a node that connects an Event to an Individual (i.e. the taxon representative).  There also seems to be a consensus that we would, if possible, like to associate Occurrence records with evidence that supports them (called "tokens" by me).  Thus we can expand the description of what we want an Occurrence to "do" to include connecting one or more tokens to an Event and an Individual.  I submit that we should really forget about whether we think that specimens are somehow more representative of the Individual than sounds, photos, etc. or not.  The bottom line is that what we need an Occurrence record to do is to act as a conceptual resource that connects an Event, an Individual, and zero to many tokens (or one to many tokens if a memory is considered a token). 

By this functional definition, we can clearly say what an Occurrence is (a resource of the type dwctype:Occurrence) and say what its properties are (ones that always have a one-to-one relationship with a single occurrence, such as recordedBy).  If we take a philosophical approach to defining an occurrence and say that specimen metadata should be included with Occurrence metadata because somehow specimens better represent the individuals than "representations" like image, then we have a mess.  We would have to say that an Occurrence has dwctype:Occurrence, but that it's also a resource of dwctype:PreservedSpecimen, except of course if its an observation, in which case it's NOT also dwctype:PreservedSpecimen.  We would have to say that Occurrences always can have a recordedBy property, but sometimes they will have a dwc:preparations, or a dwc:disposition property but sometimes they won't.  It seems to me that it would be far simpler and semantically clearer to just say that an occurrence is a dwctype:Occurrence with properties that only occurrences have, that a specimen is a dwctype:PreservedSpecimen with properties that only specimens have, and that an image is a dctype:StillImage with properties that MRTG says it has.  In other words, separate the token (evidence) from the Occurrence no matter what kind of evidence the token is. 

I was thinking about walking out onto the dwctype:LivingSpecimen minefield tonight (because I think it is related to this issue), but decided that I would rather hold off until somebody who was involved in the development of the current and previous incarnations of DwC explains exactly what dwc:basisOfRecord is for (since LivingSpecimen is a controlled value for basisOfRecord).  I think there is danger of me blowing myself up (i.e. making an idiot of myself) if I don't know the answer to that question first.  However, since those people may not be reading the detailed posts, I'm going to post that question as a separate item.

Steve

Cam Webb wrote:
Dear Steve,

Thanks for this clear and compelling argument in favor of Occurrences 
being different from the tokens created in their documentation.

  
So I'll return to the basic question: is the consensus for modeling the 
relationship between an Occurrence and associated token(s) the assumed 
token model:
...
or the explicit token model
    

Having no long personal history of use of Occurrence, and with respect for 
the huge amount of work that crafting the DwC terms must have taken, but 
having tried semantic modeling (in a previous post) using the overloaded 
term Occurrence, I for one vote for the latter, as conceptually clearer. 
A specimen is then a Specimen, an image an Image, and so on.

But then what exactly are the Occurrences themselves?  From Richard Pyle:

   ``So, an Occurrence is the intersection of an Individual and an Event.
   An Event is a Location+Time[+other metadata].  Each Event may have
   multiple Occurrences (i.e., one for each distinct Individual at the same
   Location+Time).  Also, an Individual may have multiple Occurrences (one
   for each Event at which the same Individual was documented).''

So the Occurrence is the Individual _itself_ bounded by space and time, 
the latter data currently recorded in the Event class.  What I then want 
to ask is, 1. do the terms for clearly defining the bounds of the 
Occurrence already exist?  There exist terms for spatial uncertainty: 
dwc:coordinateUncertaintyInMeters, and coarse ones for temporal bounds: 
startDayOfYear + endDayOfYear, but not for temporal uncertainty, or 
spatial bounds (but see Pete's 
http://lod.taxonconcept.org/ontology/dwc_area.owl).  Also, 2. if there was 
a consensus for moving to the `explicit token' model, should the 
space-time bounds of the Occurrence still be contained in an associated 
(often blank) Event, or accepted as properties of the Occurrence itself 
(e.g., occurrenceDate, occurrenceDuration, occurrenceLocation, 
occurrenceRadius)?  I would support the latter.

Finally, 3. if there was a consensus for moving to the `explicit token' 
model, and a human observation was a token-less Occurrence, would we best 
specify who made the observation with dwc:recordedBy and what the 
observation was with dwc:occurrenceRemarks, or would it be better to 
create a second new token (along with `Physical specimens') that was an 
explicit Observation class, that would link explicitly to, say, an 
external observational ontology (i.e., OBOE)?  The issue of GUIDs for 
non-physical observations comes up, but this could still be solved in 
various ways.

Stepping back from the details for a moment, and reading some of the 
replies to Steve's post that have come in, I am wondering how many readers 
are thinking, ``the need for a semantic web standard for biodiversity 
information might be better achieved by a deep fork of Darwin Core, 
adopting new Classes and explicit domains and ranges for each term, to 
create a `Darwin SW,' rather than by an effort to evolve Darwin Core 
itself.''  I'm sure the question of forking Darwin Core has come up 
before, and I'm sure the discussion was passionate!

Best,

Cam

.

  

-- 
Steven J. Baskauf, Ph.D., Senior Lecturer
Vanderbilt University Dept. of Biological Sciences

postal mail address:
VU Station B 351634
Nashville, TN  37235-1634,  U.S.A.

delivery address:
2125 Stevenson Center
1161 21st Ave., S.
Nashville, TN 37235

office: 2128 Stevenson Center
phone: (615) 343-4582,  fax: (615) 343-6707
http://bioimages.vanderbilt.edu