The Challenge of Real-time Automatic Mapping for Environmental Monitoring Network Management
The automatic interpolation of environmental monitoring network data
such as air quality or radiation levels in real-time setting poses a number of practical
and theoretical questions. Among the problems found are (i) dealing and communicating uncertainty of predictions, (ii) automatic (hyper)parameter estimation, (iii) monitoring network heterogeneity, (iv) dealing with outlying extremes, and (v) quality control. In this paper we discuss these issues, in light of the spatial interpolation
comparison exercise held in 2004.
PEBESMA Edzer J.;
DUBOIS Gregoire;
CORNFORD Dan;
2008-05-05
Springer Verlag
JRC34068
http://www.springer.com/geosciences/computer,
%26,
mathematical,
applications/book/978-1-4020-6447-0,
https://publications.jrc.ec.europa.eu/repository/handle/JRC34068,
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