SensorML is very much companion to O&M.
 
Provider view – SensorML 
Consumer view – O&M
 
  
O&M is actually rather simple, being a corollary of the Feature Model, which is essentially just a classical class-property model.
 
The intention is to provide metadata concerning the assignment of property values.
 
Standard labels are provided (feature-of-interest, observed-property, phenomenon-time, procedure, result, result-time) which do not constrain the interpretation
 much, except that they challenge the user to choose which slot to use for what information.
 
However, most of the types and classes are essentially abstract, placeholders for more detailed domain-specific definitions.
 
  
Simon 
  
From: ontology-based-standards-bounces@xxxxxxxxxxxxxxxx [mailto:ontology-based-standards-bounces@xxxxxxxxxxxxxxxx]
On Behalf Of Joshua Lieberman 
Sent: Sunday, 20 October 2013 4:12 AM 
To: ontology-based-standards 
Subject: Re: [ontology-based-standards] small follow-up on RE: "Ontology-based Standards" mini-series session-5 - Ontologies for Geospatial Standards - Thu 2013.10.17 
 
 
  
This aspect of processing is not included explicitly in O&M but is the basis of SensorML which in some ways is a companion to O&M. It would be useful to compare SSN and SML concepts. There are many distinctions here which may or may not
 be useful in a given situation on the way from a phenomenon to a decision (and back), but more particularly are subject to greater or lesser consensus for purposes of comparability. There may be scientific consensus, for example, that expansivity of a well
 known fluid is a good analogue for temperature, but not that temperature can accurately indicate crocodile population density. 
-Josh 
  
 
 
 
Simon- I wouldn't call this a definitive reference, but this treatment agrees with my recollection from physical chemistry 
 
http://www.edinformatics.com/math_science/suspensions_colloids.htm 
 
The continuum is solution (= homogeneous mixture) - colloid - suspension (=heterogeneous mixture) and at the extreme end, separate phases rather than a mixture. An emulsion is a type of colloid that involves only liquids. This distinction presumes a particular
 "scale" is interest - the molecular scale. With this assumption, and the criteria of the significance of Brownian motion, I would say that Brownian motion is not, under any conceivable scenario, a significant factor in the motion of crocodiles and so crocs
 are neither dissolved nor colloidal particles (not that you were suggesting they were, I just take the extreme case to make a point). However as to particles in general there is some fuzziness. There is not a sharp cut off where Brownian motion changes from
 significant to insignificant. 
 
Similarly there is not a sharp cutoff between suspended particles and separated phases. As described here (http://en.wikipedia.org/wiki/Sediment_transport), particle Reynolds numbers, dimensionless
 parameter dependent on characteristics of the particle as well as the flow, can be used to characterize the system. In borderline cases, judgement is required to select the appropriate particle Reynolds number for the intended purpose. 
 
In all such cases of classification, there are multiple reasons to question the observation. Accuracy of such observations can be themselves estimated - higher accuracy for a classification based on a more accurate estimate of a continuous property, lower accuracy
 when the property estimate falls into the borderline zone of the soft classifier. This is admittedly mixing uncertainty from different kinds of sources (errors in observation with soft classification) into a common "confidence" estimate - that's what Bayesians
 do, and I'll confess to being an unrepentant Bayesian. 
 
I believe an examination of soft classification from the perspective of Bayesian statistics would be helpful to the ontological community in getting a grip on the capabilities and limitations of the hard classifications that appear to be built into the less
 expressive KR languages. There is a large body of work on this problem, and it is not a good use of our time to reinvent this wheel. 
 
Tara 
 
On 10/18/13 10:37 PM, Simon.Cox@xxxxxxxx wrote: 
 
Maybe. But it also depends on the size of the pipe and the rate of flow.
 
  
The reason that crocodiles are interesting is
 
(a)  
In this context they are not fundamentally different to any other kind of suspended particle.
 
(b) 
They are a real water quality indicator, both in terms of the capacity of a water body to support life, and the capacity of the water body to support recreation!
 
(c)  
They are memorable!
 
  
It seems that Torsten and Boyan are suggesting there is a fundamental distinction between dissolved and suspended contaminants, but I’m not sure there is a
 firm line. When I did physical chemistry there was a continuum from solution-suspension-emulsion-colloid, but in the case of suspension I’m not sure if there is a critical particle size – look at the movies from the Fukushima tsunami to see how very large
 objects can be part of the flow.  
  
You also appear to be accepting that hydrodynamics is the use-case under discussion. There are other cases in which water contaminants play a role.
 
  
Simon
 
  
  
I think it's just more simple: Torsen gave us elements of hydrology theory (formal one;-) abstracted from bio-objects. 
 
Suppose this theory can predict flood movement and other hydrology processes. 
 
But where crocodiles? They are neglected. Abstraction. 
 
They do not impact to hydrological processes of interest. Do they? 
 
I think they have an amendment to the coefficient of viscosity of the water in this case;-) 
 
 
 
 
 
 
 
  
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