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|Title:||The Challenge of Real-time Automatic Mapping for Environmental Monitoring Network Management|
|Authors:||PEBESMA EDZER J.; DUBOIS GREGOIRE; CORNFORD Dan|
|Citation:||genENV VI - Geostatistics for Environmental Applications vol. 15 p. 467-476|
|Type:||Articles in periodicals and books|
|Abstract:||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.|
|JRC Institute:||Institute for Environment and Sustainability|
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