Denoising ozone concentration measurements with BAMS filtering
Publication
, Journal Article
Katul, G; Ruggeri, F; Vidakovic, B
Published in: Journal of Statistical Planning and Inference
July 1, 2006
We propose a method for filtering self-similar geophysical signals infected by an autoregressive noise using a combination of non-decimated wavelet transform and a Bayesian model. In the application part, we consider separating the instrumentation noise from high frequency ozone concentration measurements sampled in the atmospheric boundary layer. The elicitation of priors needed to specify the statistical model in this application is guided by the well-known Kolmogorov K41-theory, which describes the statistical structure of turbulent high frequency scalar concentration fluctuations. © 2005 Elsevier B.V. All rights reserved.
Duke Scholars
Published In
Journal of Statistical Planning and Inference
DOI
ISSN
0378-3758
Publication Date
July 1, 2006
Volume
136
Issue
7 SPEC. ISS.
Start / End Page
2395 / 2405
Related Subject Headings
- Statistics & Probability
- 4905 Statistics
- 0104 Statistics
Citation
APA
Chicago
ICMJE
MLA
NLM
Katul, G., Ruggeri, F., & Vidakovic, B. (2006). Denoising ozone concentration measurements with BAMS filtering. Journal of Statistical Planning and Inference, 136(7 SPEC. ISS.), 2395–2405. https://doi.org/10.1016/j.jspi.2005.08.016
Katul, G., F. Ruggeri, and B. Vidakovic. “Denoising ozone concentration measurements with BAMS filtering.” Journal of Statistical Planning and Inference 136, no. 7 SPEC. ISS. (July 1, 2006): 2395–2405. https://doi.org/10.1016/j.jspi.2005.08.016.
Katul G, Ruggeri F, Vidakovic B. Denoising ozone concentration measurements with BAMS filtering. Journal of Statistical Planning and Inference. 2006 Jul 1;136(7 SPEC. ISS.):2395–405.
Katul, G., et al. “Denoising ozone concentration measurements with BAMS filtering.” Journal of Statistical Planning and Inference, vol. 136, no. 7 SPEC. ISS., July 2006, pp. 2395–405. Scopus, doi:10.1016/j.jspi.2005.08.016.
Katul G, Ruggeri F, Vidakovic B. Denoising ozone concentration measurements with BAMS filtering. Journal of Statistical Planning and Inference. 2006 Jul 1;136(7 SPEC. ISS.):2395–2405.
Published In
Journal of Statistical Planning and Inference
DOI
ISSN
0378-3758
Publication Date
July 1, 2006
Volume
136
Issue
7 SPEC. ISS.
Start / End Page
2395 / 2405
Related Subject Headings
- Statistics & Probability
- 4905 Statistics
- 0104 Statistics