메뉴 건너뛰기




Volumn 127, Issue 3, 2008, Pages 359-394

Theory for reconstruction of an unknown number of contaminant sources using probabilistic inference

Author keywords

Adjoint systems; Bayesian inference; Lagrangian stochastic models; Markov chain Monte Carlo; Source reconstruction

Indexed keywords

BAYESIAN NETWORKS; INVERSE PROBLEMS; MARKOV PROCESSES; MONTE CARLO METHODS; PROBABILITY DENSITY FUNCTION; STOCHASTIC MODELS;

EID: 42649145067     PISSN: 00068314     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10546-008-9270-5     Document Type: Article
Times cited : (73)

References (35)
  • 1
    • 33847073334 scopus 로고    scopus 로고
    • Improving pollutant source characterization by better estimating wind direction with a genetic algorithm
    • Allen CT, Young GS and Haupt SE (2007). Improving pollutant source characterization by better estimating wind direction with a genetic algorithm. Atmos Environ 41: 2283-2289
    • (2007) Atmos Environ , vol.41 , pp. 2283-2289
    • Allen, C.T.1    Young, G.S.2    Haupt, S.E.3
  • 2
    • 0034318432 scopus 로고    scopus 로고
    • Model-based solution techniques for the source localization problem
    • Alpay ME and Shore MH (2000). Model-based solution techniques for the source localization problem. IEEE Trans Control Sys Tech 8: 895-904
    • (2000) IEEE Trans Control Sys Tech , vol.8 , pp. 895-904
    • Alpay, M.E.1    Shore, M.H.2
  • 3
    • 27144454495 scopus 로고    scopus 로고
    • Reconstruction of an atmospheric tracer source using the principle of maximum entropy. I: Theory
    • Bocquet M (2005a). Reconstruction of an atmospheric tracer source using the principle of maximum entropy. I: Theory. Quart J Roy Meteorol Soc 131: 2191-2208
    • (2005) Quart J Roy Meteorol Soc , vol.131 , pp. 2191-2208
    • Bocquet, M.1
  • 4
    • 14944367202 scopus 로고    scopus 로고
    • Reconstruction of an atmospheric tracer source using the principle of maximum entropy. II: Applications
    • Bocquet M (2005b). Reconstruction of an atmospheric tracer source using the principle of maximum entropy. II: Applications. Quart J Roy Meteorol Soc 131: 2209-2223
    • (2005) Quart J Roy Meteorol Soc , vol.131 , pp. 2209-2223
    • Bocquet, M.1
  • 5
    • 0002282678 scopus 로고
    • Probability, frequency and reasonable expectation
    • Cox RT (1946). Probability, frequency and reasonable expectation. Amer J Phys 14: 1-13
    • (1946) Amer J Phys , vol.14 , pp. 1-13
    • Cox, R.T.1
  • 6
    • 0029413966 scopus 로고
    • Backward-time Lagrangian stochastic dispersion models and their application to estimate gaseous emissions
    • Flesch TK, Wilson JD and Yee E (1995). Backward-time Lagrangian stochastic dispersion models and their application to estimate gaseous emissions. J Appl Meteorol 34: 1320-1332
    • (1995) J Appl Meteorol , vol.34 , pp. 1320-1332
    • Flesch, T.K.1    Wilson, J.D.2    Yee, E.3
  • 7
    • 0004012196 scopus 로고    scopus 로고
    • Second Edition (Texts in Statistical Science). CRC Press, Chapman and Hall
    • Gelman A, Carlin J, Stern H and Rubin D (2003). Bayesian data anaysis, Second Edition (Texts in Statistical Science). CRC Press, Chapman and Hall, 668 pp
    • (2003) Bayesian Data Anaysis , pp. 668
    • Gelman, A.1    Carlin, J.2    Stern, H.3    Rubin, D.4
  • 10
    • 77956889087 scopus 로고
    • Reversible-jump Markov chain Monte Carlo computation and Bayesian model determination
    • Green PJ (1995). Reversible-jump Markov chain Monte Carlo computation and Bayesian model determination. Biometrika 82: 711-732
    • (1995) Biometrika , vol.82 , pp. 711-732
    • Green, P.J.1
  • 11
    • 0000307795 scopus 로고
    • Field estimates of ammonia volatilization from swine manure by a simple micro-meteorological technique
    • Gordon R, Leclerc M, Schuepp P and Brunke R (1988). Field estimates of ammonia volatilization from swine manure by a simple micro-meteorological technique. Can J Soil Sci 68: 369-380
    • (1988) Can J Soil Sci , vol.68 , pp. 369-380
    • Gordon, R.1    Leclerc, M.2    Schuepp, P.3    Brunke, R.4
  • 12
    • 0025659219 scopus 로고
    • Uncertainties in source emission rate estimates using dispersion models
    • Hanna SR, Chang J and Strimaitis DG (1990). Uncertainties in source emission rate estimates using dispersion models. Atmos Environ 24A: 2971-2980
    • (1990) Atmos Environ , vol.24 A , pp. 2971-2980
    • Hanna, S.R.1    Chang, J.2    Strimaitis, D.G.3
  • 14
    • 0034071108 scopus 로고    scopus 로고
    • Source strength determination of a tracer gas using an approximate solution to the advection-diffusion equation for microplots
    • Kaharabata SK, Schuepp PH and Desjardins RL (2000). Source strength determination of a tracer gas using an approximate solution to the advection-diffusion equation for microplots. Atmos Environ 34: 2343-2350
    • (2000) Atmos Environ , vol.34 , pp. 2343-2350
    • Kaharabata, S.K.1    Schuepp, P.H.2    Desjardins, R.L.3
  • 15
    • 33845382594 scopus 로고    scopus 로고
    • Bayesian inference for source determination with applications to a complex urban environment
    • Keats A, Yee E and Lien FS (2007a). Bayesian inference for source determination with applications to a complex urban environment. Atmos Environ 41: 465-479
    • (2007) Atmos Environ , vol.41 , pp. 465-479
    • Keats, A.1    Yee, E.2    Lien, F.S.3
  • 16
    • 34248683251 scopus 로고    scopus 로고
    • Efficiently characterizing the origin and decay rate of a nonconservative scalar using probability theory
    • Keats A, Yee E and Lien FS (2007b). Efficiently characterizing the origin and decay rate of a nonconservative scalar using probability theory. Ecol Modelling 205: 437-452
    • (2007) Ecol Modelling , vol.205 , pp. 437-452
    • Keats, A.1    Yee, E.2    Lien, F.S.3
  • 17
    • 4243071304 scopus 로고
    • Localization of unknown sources for parabolic systems on the basis of available observations
    • Khapalov AV (1994). Localization of unknown sources for parabolic systems on the basis of available observations. Int J Syst Sci 25: 1305-1322
    • (1994) Int J Syst Sci , vol.25 , pp. 1305-1322
    • Khapalov, A.V.1
  • 18
    • 18844451258 scopus 로고    scopus 로고
    • Source localization by spatially distributed electronic noses for advection and diffusion
    • Matthes J, Gröll L and Keller HB (2005). Source localization by spatially distributed electronic noses for advection and diffusion. IEEE Trans Signal Process 53: 1711-1719
    • (2005) IEEE Trans Signal Process , vol.53 , pp. 1711-1719
    • Matthes, J.1    Gröll, L.2    Keller, H.B.3
  • 19
    • 0032401764 scopus 로고    scopus 로고
    • The field campaigns of the European Tracer Experiment (ETEX): Overview and results
    • Nodop K, Connolly R and Girardi F (1998). The field campaigns of the European Tracer Experiment (ETEX): Overview and results. Atmos Environ 32: 4095-4108
    • (1998) Atmos Environ , vol.32 , pp. 4095-4108
    • Nodop, K.1    Connolly, R.2    Girardi, F.3
  • 20
    • 0032171226 scopus 로고    scopus 로고
    • Application of adjoint tracer transport equations for evaluating source parameters
    • Pudykiewicz JA (1998). Application of adjoint tracer transport equations for evaluating source parameters. Atmos Environ 32: 3039-3050
    • (1998) Atmos Environ , vol.32 , pp. 3039-3050
    • Pudykiewicz, J.A.1
  • 21
    • 23144447142 scopus 로고    scopus 로고
    • Uncertainty analysis in atmospheric dispersion modeling
    • Rao KS (2005). Uncertainty analysis in atmospheric dispersion modeling. Pure Appl Geophys 162: 1893-1917
    • (2005) Pure Appl Geophys , vol.162 , pp. 1893-1917
    • Rao, K.S.1
  • 22
    • 0032401772 scopus 로고    scopus 로고
    • Source function estimate by means of variational data assimilation applied to the ETEX-I tracer experiment
    • Robertson L and Langner J (1998). Source function estimate by means of variational data assimilation applied to the ETEX-I tracer experiment. Atmos Environ 32: 4219-4225
    • (1998) Atmos Environ , vol.32 , pp. 4219-4225
    • Robertson, L.1    Langner, J.2
  • 23
    • 0003327405 scopus 로고    scopus 로고
    • Stochastic Lagrangian models of turbulent diffusion
    • American Meteorological Society, Boston, MA
    • Rodean HC (1996) Stochastic Lagrangian models of turbulent diffusion, Meteorological Monographs, vol 26, No 48, American Meteorological Society, Boston, MA, 84 pp
    • (1996) Meteorological Monographs , vol.26 , Issue.48 , pp. 84
    • Rodean, H.C.1
  • 24
    • 0346852023 scopus 로고    scopus 로고
    • Inverse modeling of the ETEX-1 release with a Lagrangian particle model
    • Ischia, Italy
    • Seibert P and Stohl A (1999). Inverse modeling of the ETEX-1 release with a Lagrangian particle model. Third GLOREAM Workshop, Ischia, Italy, 10 pp
    • (1999) Third GLOREAM Workshop , pp. 10
    • Seibert, P.1    Stohl, A.2
  • 25
    • 0037439020 scopus 로고    scopus 로고
    • On a method of detecting the industrial plants which violate prescribed emission rates
    • Skiba YN (2003). On a method of detecting the industrial plants which violate prescribed emission rates. Ecol Modelling 159: 125-132
    • (2003) Ecol Modelling , vol.159 , pp. 125-132
    • Skiba, Y.N.1
  • 27
    • 0023093311 scopus 로고
    • Criteria for the selection of stochastic models of particle trajectories in turbulent flows
    • Thomson DJ (1987). Criteria for the selection of stochastic models of particle trajectories in turbulent flows. J Fluid Mech 180: 529-556
    • (1987) J Fluid Mech , vol.180 , pp. 529-556
    • Thomson, D.J.1
  • 29
    • 0026481314 scopus 로고
    • A re-examination of the integrated horizontal flux method for estimating volatilization from circular plots
    • Wilson JD and Shum WKN (1992). A re-examination of the integrated horizontal flux method for estimating volatilization from circular plots. Agric Forest Meteorol 57: 281-295
    • (1992) Agric Forest Meteorol , vol.57 , pp. 281-295
    • Wilson, J.D.1    Shum, W.K.N.2
  • 30
    • 0035795153 scopus 로고    scopus 로고
    • Micro-meteorological methods for estimating surface exchange with a disturbed windflow
    • Wilson JD, Flesch TK and Harper LA (2001). Micro-meteorological methods for estimating surface exchange with a disturbed windflow. Agric Forest Meteorol 107: 207-225
    • (2001) Agric Forest Meteorol , vol.107 , pp. 207-225
    • Wilson, J.D.1    Flesch, T.K.2    Harper, L.A.3
  • 32
    • 35948994290 scopus 로고    scopus 로고
    • A Bayesian approach for reconstruction of the characteristics of a localized pollutant source from a small number of concentration measurements obtained by spatially distributed "electronic noses"
    • Karpov Institute of Physical Chemistry, Moscow, Russia
    • Yee E (2006) A Bayesian approach for reconstruction of the characteristics of a localized pollutant source from a small number of concentration measurements obtained by spatially distributed "electronic noses". Russian-Canadian Workshop on Modeling of Atmospheric Dispersion of Weapon Agents, Karpov Institute of Physical Chemistry, Moscow, Russia
    • (2006) Russian-Canadian Workshop on Modeling of Atmospheric Dispersion of Weapon Agents
    • Yee, E.1
  • 33
    • 35948984523 scopus 로고    scopus 로고
    • Bayesian probabilistic approach for inverse source determination from limited and noisy chemical or biological sensor concentration measurements
    • Chemical and Biological Sensing VIII (Augustus W. Fountain III, ed) 65540W, doi: 10.1117/12.721630
    • Yee E (2007) Bayesian probabilistic approach for inverse source determination from limited and noisy chemical or biological sensor concentration measurements. Chemical and Biological Sensing VIII (Augustus W. Fountain III, ed), Proc of SPIE Vol. 6554, 65540W, doi: 10.1117/12.721630, 12 pp
    • (2007) Proc of SPIE , vol.6554 , pp. 12
    • Yee, E.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.