Poisson Total Variation Denoising for Micropulse Water Vapor DIAL

Matthew Hayman; Willem Marais; Robert Stillwell; Scott Spuler

doi:10.1051/epjconf/202023706012

All issues

Volume 237 (2020)

EPJ Web Conf., 237 (2020) 06012

References

Open Access

Issue		EPJ Web Conf. Volume 237, 2020 The 29^th International Laser Radar Conference (ILRC 29)


Article Number		06012
Number of page(s)		4
Section		Wind, Water Vapor and Temperature Measurements
DOI		https://doi.org/10.1051/epjconf/202023706012
Published online		07 July 2020

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[1] Schotland, R. M. “Some observations of the vertical profile of water vapor by means of a laser optical radar,” in 4th Symposium on Remote Sensing of the Environment, (Michigan, 1964). [Google Scholar]

[2] Nehrir, A. R., et al., ”Water vapor profiling using a widely tunable, amplified diode-laser-based differential absorption lidar (DIAL),” J. Atmos. Ocean. Technol., 26, pp. 733–745, doi:10.1175/2008JTECHA1201.1 (2009). [Google Scholar]

[3] Spuler, S. M., et al., ”Field-deployable diode-laserbased differential absorption lidar (DIAL) for profiling water vapor,” Atmps. Meas. Tech, 8, pp. 1073–1087, doi:10.5194/amt-8-1073-2015 (2015). [CrossRef] [Google Scholar]

[4] Weckwerth, T. M., et al., “Validation of a Water Vapor Micropulse Differential Absorption Lidar (DIAL),” J. Atmos. Ocean. Technol., 33, pp. 2353–2372, doi: 10.1175/JTECH-D-16-0119.1 (2016). [Google Scholar]

[5] Marais, W. J., et al., “Approach to simultaneously denoise and invert backscatter and extinction from photon-limited atmospheric lidar observations,” Appl. Opt., 55, pp. 8316-8334, doi:10.1364/AO.55.008316 (2016) [CrossRef] [PubMed] [Google Scholar]

[6] Wright, S., et al., “Sparse reconstruction by separable approximation,” IEEE Trans. On Signal Proc., 57, pp. 2479-2493 (2009), doi:10.1109/TSP.2009.2016892. [CrossRef] [Google Scholar]

[7] Harmany, Z. and R. M. Willett, “This is SPIRAL-TAP: Sparse poisson intensity reconstruction algorithms-theory and practice,” IEEE Trans. On Image Proc., 21, pp. 1084-1096, doi:10.1109/TIP.2011.2168410 (2012). [CrossRef] [Google Scholar]