Skip to main content
Have a personal or library account? Click to login
Analysis and evolution of air quality monitoring networks using combined statistical information indexes Cover

Analysis and evolution of air quality monitoring networks using combined statistical information indexes

Open Access
|Jan 2013

References

  1. Ainslie B , Reuten C , Steyn D. G , Le N. D , Zidek J. V . Application of an entropy-based Bayesian optimization technique to the redesign of an existing monitoring network for single air pollutants . J. Environ. Manage . 2009 ; 90 ( 8 ): 2715 2729 .
  2. Barnes S. L . A technique for maximizing details in numerical weather-map analysis . J. Appl. Meteorol . 1964 ; 3 ( 4 ): 396 409 .
  3. Bocquet M . Construction optimale de réseaux de mesures: application à la suveillance des polluants aériens (Optimal design of observational networks: application to air-quality monitoring) . ParisTech/ENSTA lecture notes . 2009 . Version 1.13, Paris. Available online at http://cerea.enpc.fr/HomePages/bocquet/Doc/network-design-mb.pdf .
  4. Caselton W , Zidek J . Optimal monitoring network designs . Stat. Probab. Lett . 1984 ; 2 : 223 227 .
  5. Chatelain F , Tourneret J.-Y , Inglada J , Ferrari A . Change detection in multisensor SAR images using bivariate gamma distributions . IEEE Trans. Image Process . 2008 ; 16 ( 7 ): 249 258 .
  6. Chow J , Engelbrecht J , Watson J , Wilson W , Frank N , co-authors . Designing monitoring networks to represent outdoor human exposure . Chemosphere . 2002 ; 49 : 961 978 .
  7. Coeurjolly J.-F , Drouilhet R , Robineau J.-F . Normalized information-based divergences . Probl. Peredachi. Inf . 2007 ; 43 ( 3 ): 3 27 .
  8. Elkamel A , Fatehifar E , Taheri M , Al-Rashidi M. S , Lohi A . A heuristic optimization approach for air quality monitoring network design with the simultaneous consideration of multiple pollutants . J. Environ. Manage . 2008 ; 88 : 507 516 .
  9. Gallardo L , Escribano J , Dawidowski L , Rojas N. J , Andrade M. F , Osses M . Evaluation of vehicle emission inventories for carbon monoxide and nitrogen oxides for Bogotá, Buenos Aires, Santiago, and São Paulo . Atmos. Environ . 2012b ; 47 : 12 19 .
  10. Gallardo L , Olivares G , Langner J , Aarhus B . Coastal lows and sulfur air pollution in Central Chile . Atmos. Environ . 2002 ; 36 : 315 330 .
  11. Gallardo L , Alonso M , Andrade M. F , Dawidowsky L , Gomez D , co-authors . Zhu T , Parrish D , Gauss M , Doherty S , Lawrence M , co-authors . South American megacities . In: The Impacts of Megacities on Air Quality and Climate Change: An IGAC Perspective . 2012a ; , Switzerland : Geneva . 141 171 . IGAC/WMO book and report .
  12. Garreaud R. D , Ruttlant J , Fuenzalida H . Coastal lows along the subtropical west coast of South America: mean structure and evolution . Mon. Weather Rev . 2002 ; 130 : 75 88 .
  13. Gramsch E , Cereceda-Balic F , Oyola P , Von Baer D . Examination of pollution trends in Santiago de Chile with cluster analysis of PM10 and ozone data . Atmos. Environ . 2006 ; 40 : 5464 5475 .
  14. Haas T. C . Redesigning continental-scale monitoring networks . Atmos. Environ . 1992 ; 26A : 3323 3333 .
  15. Ignaccolo R , Ghigo S , Giovenali E . Analysis of air quality monitoring networks by functional clustering . Environmetrics . 2008 ; 19 : 672 686 .
  16. Kullback S . Information Theory and Statistics . 1959 ; New York : Wiley .
  17. Le N. D , Zidek J. V . Statistical Analysis of Environmental Space-Time Processes . New York : Springer .
  18. Nielsen F , Nock R . Entropies and cross-entropies of exponential families . In: ICIP'10 – International Conference on Image Processing . 2010 ; Hong Kong, China : IEEE SP Press . 3621 3624 .
  19. Pérez-Abreu V , Rodríguez J . Index effectiveness of a multivariate environmental monitoring network . Envirometrics . 1996 ; 7 : 489 501 .
  20. Pesch R , Schröder W , Dieffenbach-Fries H , Genßler L , Kleppin L . Improving the design of environmental monitoring networks. Case study on the heavy metals in mosses survey in Germany . Ecol. Informat . 2008 ; 3 : 111 121 .
  21. Ruiz-Cárdenas R , Ferreira M , Schmidt A . Stochastic search algorithms for optimal design of monitoring networks . Environmetrics . 2010 ; 21 : 102 112 .
  22. Ruiz-Cárdenas R , Ferreira M , Schmidt A . Evolutionary Markov chain Monte Carlo algorithms for optimal monitoring network designs . Stat. Meth . 2012 ; 9 ( 1–2 ): 185 194 .
  23. Saide P , Carmichael G , Spak S , Gallardo L , Mena M , co-authors . Forecasting urban PM10 and PM2.5 pollution episodes in very stable nocturnal conditions and complex terrain using WRF-Chem CO tracer model . Atmos. Environ . 2011 ; 45 : 2769 2780 .
  24. Saunier O , Bocquet M , Mathieu A , Isnard O . Model reduction via principal component truncation for the optimal design of atmospheric monitoring networks . Atmos. Environ . 2011 ; 43 : 4940 4950 .
  25. Shannon C . A mathematical theory of communication . Bell. Syst. Tech. J . 1948 ; 27 ( 3 ): 379 423 .
  26. Silva C , Quiroz A . Optimization of the atmospheric pollution monitoring network at Santiago de Chile . Bell. Syst. Tech. J. 27, 379–423 . 2003 ; 623 656 .
  27. Wu L , Bocquet M . Optimal redistribution of the background ozone monitoring stations over France . Atmos. Environ . 2011 ; 45 ( 3 ): 772 783 .
  28. Zhu T , Parrish D , Gauss M , Doherty S , Lawrence M , co-authors . The Impacts of Megacities on Air Quality and Climate Change: An IGAC Perspective . 2012 . IGAC/WMO book/report published on line in October 2012. Online at: http://www.wmo.int/pages/prog/arep/gaw/documents/GAW_205_DRAFT_13_SEPT.pdf .
  29. Zidek J. V , Sun W , Le N. D . Designing and integrating composite networks for monitoring multivariate Gaussian pollution fields . J. Roy. Stat. Soc. C . 2000 ; 49 ( 1 ): 63 79 .
  30. Zidek J. V , Zimmerman D. L , Gelfand A. E , Diggle P. J , Fuentes M , Guttorp P . Chapter 10. Monitoring network design . In: Handbook of Spatial Statistics . 2010 ; , New York : CRC Press, Taylor and Francis Group, .
Language: English
Page range: 19822 - 19822
Submitted on: Oct 3, 2012
Accepted on: Aug 20, 2013
Published on: Jan 1, 2013
Published by: Stockholm University Press
In partnership with: Paradigm Publishing Services

© 2013 Axel Osses, Laura Gallardo, Tania Faundez, published by Stockholm University Press
This work is licensed under the Creative Commons Attribution 4.0 License.