Estimation of Intrinsic Gravity Wave Parameters From Multiple, Ground-Based Observations of a Single Mesopheric Airglow Emission

This dissertation addresses the problem of using multiple, simultaneous observations of mesospheric airglow emissions to estimate key intrinsic parameters of atmospheric gravity waves (AGWs). As AGWs propagate through the mesosphere, they spatially and temporally perturb mesospheric airglow emissions, which, from the ground, can be imaged using large-format CCD cameras retrofitted with spectroscopic optics. By observing the emission perturbations from different vantage points, information can be inferred about the vertical wave structure using tomographic and parameter estimation techniques. In this dissertation, the problem is analyzed using standard tomography techniques to produce a reconstruction that can be used to estimate vertical wave structure. Next, a tomography scheme that works in the Fourier domain is developed to take advantage of the wave perturbation's Fourier sparseness. Then, a parameter estimation (PE) technique is developed to infer the key AGW parameters directly from the data, followed by an in-depth analysis of the error from this estimation method. Finally, the PE method is applied to real data collected by the University of Illinois remote sensing team in June 2007.

Name thesis:degree_name

Ph.D.

Level thesis:degree_level

Dissertation

Discipline thesis:degree_discipline

Electrical and Computer Engineering

Grantor

University of Illinois at Urbana-Champaign

Year dc:date

2015

Author dc:creator

• Anderson, David Scott

Contributors dc:contributor

• Swenson, Gary R.

• Engineering, Electronics and Electrical

Language dc:language

eng

Identifier

(MiAaPQ)AAI3337685

OAI identifier oai:identifier

oai:www.ideals.illinois.edu:2142/81087