Sampling design for air quality measurement surveys: An optimization approach

Atmospheric Environment

Volumn 45, Issue 21, 2011, Pages 3613-3620

  Romary, Thomas ^a   de Fouquet, Chantal ^a   Malherbe, Laure ^b  

^a CENTRE DE GÉOSCIENCES   (France)

^b INSTITUT NATIONAL DE L ENVIRONNEMENT INDUSTRIEL ET DES RISQUES INERIS   (France)

Author keywords

External drift kriging; Geostatistics; Optimal design; Sampling scheme; Simulated annealing

Indexed keywords

AGGLOMERATION; AIR QUALITY; INTERPOLATION; NITROGEN OXIDES; SIMULATED ANNEALING;

AIR QUALITY MEASUREMENTS; ATMOSPHERIC CONCENTRATION; CONTAMINANT CONCENTRATIONS; ENVIRONMENTAL VARIABLES; EXTERNAL DRIFT KRIGING; GEO-STATISTICS; OPTIMAL DESIGN; SAMPLING SCHEMES;

SURVEYS;

BENZENE; NITROGEN DIOXIDE;

AIR QUALITY; ANNEALING; ATMOSPHERIC POLLUTION; BENZENE; CONCENTRATION (COMPOSITION); GEOSTATISTICS; KRIGING; NITROGEN OXIDES; OPTIMIZATION; PARAMETERIZATION; SAMPLING;

AIR POLLUTION; AIR QUALITY; AIR SAMPLING; ANALYTICAL ERROR; ARTICLE; ATMOSPHERIC DISPERSION; CALCULATION; CONCENTRATION (PARAMETERS); EXTERNAL DRIFT KRIGING VARIANCE; GEOSTATISTICAL ANALYSIS; MATHEMATICAL ANALYSIS; MATHEMATICAL MODEL; MEASUREMENT; PARAMETER; PRIORITY JOURNAL; REPRODUCIBILITY; SIMULATION; TECHNIQUE;

EID: 79956005646     PISSN: 13522310     EISSN: 18732844     Source Type: Journal    
DOI: 10.1016/j.atmosenv.2011.03.063     Document Type: Article

References (20)

1. Abidaa R., Bocquet M., Vercauterena N., Isnard O. Design of a monitoring network over France in case of a radiological accidental release. Atmospheric Environment 2008, 42:5205-5219.
2. Brus D.J., Heuvelink G.B.M. Optimization of sample patterns for universal kriging of environmental variables. Geoderma 2007, 138:86-95.
3. Cappé O., Guillin A., Marin J.-M., Robert C.P. Population Monte-Carlo. Journal of Computational and Graphical Statistics 2004, 13(4):907-929.
4. Chilès J.P., Delfiner P. Geostatistics, Modeling Spatial Uncertainty 1999, John Wiley & Sons, New-York.
5. de Fouquet C., Faucheux C. Recommandations sur le schéma d'échantillonnage pour les campagnes de mesure de la qualité de l'air. Tech. rep 2009, Mnes Paristech, Available as technical annexe in Malherbe, L., Cárdenas, G., 2008. http://www.lcsqa.org/rapport/2008/ineris/echantillonnage-reconstitution-donnees-espace-temps.
6. de Fouquet C., Gallois D., Perron G. Geostatistical characterization of the nitrogen dioxide concentration in an urban area. Part I: spatial variability and cartography of the annual concentration. Atmospheric Environment 2007, 41:6701-6714.
7. De Gruijter J.J., Brus D.J., Bierkens M.F.P., Knotters M. Sampling for Natural Resource Monitoring 2006, Springer Verlag.
8. Diggle P.J., Lophaven S. Bayesian geostatistical design. Scandinavian Journal of Statistics 2006, 33(1):53-64.
9. Van Groenigen J.W., Siderius W., Stein A. Constrained optimization of soil sampling for minimisation of the kriging variance. Geoderma 1999, 87:139-259.
10. Kanaroglou P.S., Jerrett M., Morrison J., Beckerman B., Arain M.A., Gilbert N.L., Brook J.R. Establishing an air pollution monitoring network for intra-urban population exposure assessment: a location-allocation approach. Atmospheric Environment 2005, 39(13):2399-2409.
11. Kirkpatrick S. Optimization by simulated annealing: quantitative studies. Journal of Statistical Physics 1984, 34:975-986.
12. Kirkpatrick S., Gelatt C.D., Vecchi M.P. Optimization by simulated annealing. Science 1983, 220(4598):671-680.
13. Müller W.G. Collecting Spatial Data 2001, Physica-Verlag, Heidelberg. second ed.
14. Metropolis N., Rosenbluth A., Rosenbluth M., Teller A.T.M. Equations of state calculations by fast computing machines. Journal of Chemical Physics 1953, 21:1087-1091.
15. R: A Language and Environment for Statistical Computing 2010, R Development Core Team, R Foundation for Statistical Computing, Vienna, Austria. http://www.r-project.org/.
16. Robert C.P., Casella G. Monte-Carlo Statistical Methods 2004, Springer, Berlin. second ed.
17. Romary T. Bayesian inversion by parallel interacting Markov chains. Inverse Problems in Science and Engineering 2010, 18(1):111-130.
18. Wu L., Bocquet M. Optimal redistribution of the background ozone monitoring stations over France. Atmospheric Environment 2011, 45(3):772-783.
19. Zhu Z., Stein M.L. Spatial sampling design for parameter estimation of the covariance function. Journal of Statistical Planning and Inference 2005, 134(2):583-603.
20. Zhu Z., Stein M.L. Spatial sampling design for prediction with estimated parameters. Journal of Agricultural Biological and Environmental Statistics 2006, 11:24-44.