Abstract
| Original language | English |
|---|---|
| Title of host publication | geoENV VI – Geostatistics for Environmental Applications Proceedings of the Sixth European Conference on Geostatistics for Environmental Applications |
| Publisher | Springer |
| Pages | 467-475 |
| Number of pages | 9 |
| Volume | 15 |
| ISBN (Print) | 9781402064470 |
| DOIs | |
| Publication status | Published - 11 Mar 2008 |
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Bibliographical note
GeoENV 2006 – 6th European Conference on Geostatistics for Environmental Applications, 25-27 October 2006, Rhodes (GR) The original publication is available at www.springerlink.comKeywords
- automatic interpolation
- environmental monitoring network data
- air quality
- radiation levels
- real-time setting
- uncertainty of predictions
- (hyper)parameter estimation
- network heterogeneity
- outlying extremes
- quality control
- spatial interpolation comparison exercise
- 2004
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The challenge of real-time automatic mapping for environmental monitoring network management. / Pebesma, Edzer J.; Dubois, Gregoire; Cornford, Dan.
geoENV VI – Geostatistics for Environmental Applications Proceedings of the Sixth European Conference on Geostatistics for Environmental Applications. Vol. 15 Springer, 2008. p. 467-475.Research output: Chapter in Book/Report/Conference proceeding › Chapter
TY - CHAP
T1 - The challenge of real-time automatic mapping for environmental monitoring network management
AU - Pebesma, Edzer J.
AU - Dubois, Gregoire
AU - Cornford, Dan
N1 - GeoENV 2006 – 6th European Conference on Geostatistics for Environmental Applications, 25-27 October 2006, Rhodes (GR) The original publication is available at www.springerlink.com
PY - 2008/3/11
Y1 - 2008/3/11
N2 - 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.
AB - 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.
KW - automatic interpolation
KW - environmental monitoring network data
KW - air quality
KW - radiation levels
KW - real-time setting
KW - uncertainty of predictions
KW - (hyper)parameter estimation
KW - network heterogeneity
KW - outlying extremes
KW - quality control
KW - spatial interpolation comparison exercise
KW - 2004
U2 - 10.1007/978-1-4020-6448-7_38
DO - 10.1007/978-1-4020-6448-7_38
M3 - Chapter
SN - 9781402064470
VL - 15
SP - 467
EP - 475
BT - geoENV VI – Geostatistics for Environmental Applications Proceedings of the Sixth European Conference on Geostatistics for Environmental Applications
PB - Springer
ER -