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Someone responded to me privately, but I wanted to post the answer in
case anyone else has this need - it's called SensorML [1], under the
OpenGIS Consortium.

Joe Chiusano
Booz | Allen | Hamilton

[1] http://vast.uah.edu/SensorML



Chiusano Joseph wrote:
> 
> I have a very specialized XML need for personal research that I am
> doing.  I am looking for an existing XML vocabulary (open standard) that
> focuses on the collection of sampling data from environmental sensors -
> for example, from sensors on telephone poles which perform pollution
> measurements.  This vocabulary would therefore represent the detailed
> measurement data.
> 
> Does anyone know of such a vocabulary, or something similar?
> 
> Thanks in advance,
> Joe Chiusano
> Booz | Allen | Hamilton
> 
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