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@PHDTHESIS{Devaraju:150357,
author = {Devaraju, Anusuriya},
title = {{R}epresenting and {R}easoning about {G}eographic
{O}ccurrences in the {S}ensor {W}eb},
volume = {7},
school = {University of Muenster},
type = {Dr.},
address = {Germany},
publisher = {AKA Verlag},
reportid = {FZJ-2014-00427},
isbn = {978-1-61499-114-4},
series = {Dissertations in Geographic Information Science (GISDISS)},
pages = {201},
year = {2012},
note = {University of Muenster, Diss., 2012},
abstract = {Observations are fed into the Sensor Web through a growing
number of environmental sensors, including technical and
human observers. While a wealth of observations is now
accessible, there is still a gap between low-level
observations and the high-level descriptive information they
reflect. For example, we may ask what the measurements mean
when a weather buoy provides a temperature time series. The
challenge is not to gather a vast number of observations,
but rather to make sense of them in environmental monitoring
and decision making. In order to infer meaningful
information about geographic occurrences from observations,
a description of how one gets from the former to information
about the latter must be expressed. Here, questions that
call for clarification are: How can geographic occurrences
be formally modeled with respect to properties observed by
sensors? How can the formal model be used to infer knowledge
about geographic occurrences from sensor observations? This
book delivers a formal model to answer these ontological
questions. The model is used to infer information about
blizzards from time series produced by a weather station.},
keywords = {Dissertation (GND)},
cin = {IBG-3},
cid = {I:(DE-Juel1)IBG-3-20101118},
pnm = {246 - Modelling and Monitoring Terrestrial Systems: Methods
and Technologies (POF2-246)},
pid = {G:(DE-HGF)POF2-246},
typ = {PUB:(DE-HGF)11},
url = {https://juser.fz-juelich.de/record/150357},
}