Experimental evaluation of a radial beam geometry for mapping air pollutants using optical remote sensing and computed tomography

Abstract We describe the first experimental evaluation of a non-overlapping radial beam geometry to map air pollutants using computed tomography (CT) and optical remote sensing (ORS) instruments. Nitrous oxide was released from a point source inside a 11 m long×5.4 m wide ventilation chamber. An open path Fourier transform infrared (OP-FTIR) spectrometer gathered path integrated concentration data. The smooth basis function minimization (SBMF) CT algorithm was applied to a radial geometry with 19 rays. Two-dimensional maps were reconstructed from the OP-FTIR measurements and compared with kriged maps calculated from 13-point samples collected simultaneously during the experiments. The CT reconstructions showed good agreement compared to the kriged maps obtained from point samples (concordance correlation factor >0.55). The CT reconstructions also located the peak concentration within 1.2 m compared to the point samplers. In contrast to the complex CT beam geometries proposed in the past, the development of this radial scanning configuration could broaden the application of CT to many optical remote sensing instruments.

[1]  Ram A. Hashmonay,et al.  Computed tomography of air pollutants using radial scanning path-integrated optical remote sensing , 1999 .

[2]  Ram A. Hashmonay,et al.  Ambient gaseous leak detection using radial scanning computed tomography and optical remote sensing , 1999, Other Conferences.

[3]  Gabor T. Herman,et al.  Computerized evaluation of image reconstruction algorithms , 1996, Int. J. Imaging Syst. Technol..

[4]  William H. Press,et al.  Numerical Recipes in C, 2nd Edition , 1992 .

[5]  William W. Nazaroff,et al.  Stationary and time-dependent indoor tracer-gas concentration profiles measured by OP-FTIR remote sensing and SBFM-computed tomography , 1997 .

[6]  M G Yost,et al.  Innovative approach for estimating fugitive gaseous fluxes using computed tomography and remote optical sensing techniques. , 1999, Journal of the Air & Waste Management Association.

[7]  R L Byer,et al.  Two-dimensional remote air-pollution monitoring via tomography. , 1979, Optics letters.

[8]  S P Levine,et al.  Comparative testing of an FTIR remote optical sensor with area samplers in a controlled ventilation chamber. , 1992, American Industrial Hygiene Association journal.

[9]  David Leith,et al.  Remote Sensing and Computed Tomography in Industrial Hygiene , 1990 .

[10]  R L Byer,et al.  Model studies of laser absorption computed tomography for remote air pollution measurement. , 1982, Applied optics.

[11]  M. Sigrist Air monitoring by spectroscopic techniques , 1994 .

[12]  D. Haaland,et al.  Application of New Least-Squares Methods for the Quantitative Infrared Analysis of Multicomponent Samples , 1982 .

[13]  Phillip N. Price,et al.  Pollutant tomography using integrated concentration data from non-intersecting optical paths , 1999 .

[14]  Mapping air contaminants indoors using a prototype computed tomography system. , 1996, The Annals of occupational hygiene.

[15]  S P Levine,et al.  Imaging indoor tracer-gas concentrations with computed tomography: experimental results with a remote sensing FTIR system. , 1994, American Industrial Hygiene Association journal.

[16]  William W. Nazaroff,et al.  Novel approach for tomographic reconstruction of gas concentration distributions in air: Use of smooth basis functions and simulated annealing , 1996 .