Vertical profile of tropospheric ozone derived from synergetic retrieval using three different wavelength ranges, UV, IR, and microwave: sensitivity study for satellite observation

We performed a feasibility study of constraining the vertical profile of the tropospheric ozone by using a synergetic retrieval method on multiple spectra, i.e., ultraviolet (UV), thermal infrared (TIR), and microwave (MW) ranges, measured from space. This work provides, for the first time, a q...

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Main Authors: T. O. Sato, T. M. Sato, H. Sagawa, K. Noguchi, N. Saitoh, H. Irie, K. Kita, M. E. Mahani, K. Zettsu, R. Imasu, S. Hayashida, Y. Kasai
Format: Article
Language:English
Published: Copernicus Publications 2018-03-01
Series:Atmospheric Measurement Techniques
Online Access:https://www.atmos-meas-tech.net/11/1653/2018/amt-11-1653-2018.pdf
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author T. O. Sato
T. M. Sato
T. M. Sato
H. Sagawa
K. Noguchi
N. Saitoh
H. Irie
K. Kita
M. E. Mahani
M. E. Mahani
K. Zettsu
R. Imasu
S. Hayashida
Y. Kasai
Y. Kasai
Y. Kasai
Y. Kasai
spellingShingle T. O. Sato
T. M. Sato
T. M. Sato
H. Sagawa
K. Noguchi
N. Saitoh
H. Irie
K. Kita
M. E. Mahani
M. E. Mahani
K. Zettsu
R. Imasu
S. Hayashida
Y. Kasai
Y. Kasai
Y. Kasai
Y. Kasai
Vertical profile of tropospheric ozone derived from synergetic retrieval using three different wavelength ranges, UV, IR, and microwave: sensitivity study for satellite observation
Atmospheric Measurement Techniques
author_facet T. O. Sato
T. M. Sato
T. M. Sato
H. Sagawa
K. Noguchi
N. Saitoh
H. Irie
K. Kita
M. E. Mahani
M. E. Mahani
K. Zettsu
R. Imasu
S. Hayashida
Y. Kasai
Y. Kasai
Y. Kasai
Y. Kasai
author_sort T. O. Sato
title Vertical profile of tropospheric ozone derived from synergetic retrieval using three different wavelength ranges, UV, IR, and microwave: sensitivity study for satellite observation
title_short Vertical profile of tropospheric ozone derived from synergetic retrieval using three different wavelength ranges, UV, IR, and microwave: sensitivity study for satellite observation
title_full Vertical profile of tropospheric ozone derived from synergetic retrieval using three different wavelength ranges, UV, IR, and microwave: sensitivity study for satellite observation
title_fullStr Vertical profile of tropospheric ozone derived from synergetic retrieval using three different wavelength ranges, UV, IR, and microwave: sensitivity study for satellite observation
title_full_unstemmed Vertical profile of tropospheric ozone derived from synergetic retrieval using three different wavelength ranges, UV, IR, and microwave: sensitivity study for satellite observation
title_sort vertical profile of tropospheric ozone derived from synergetic retrieval using three different wavelength ranges, uv, ir, and microwave: sensitivity study for satellite observation
publisher Copernicus Publications
series Atmospheric Measurement Techniques
issn 1867-1381
1867-8548
publishDate 2018-03-01
description We performed a feasibility study of constraining the vertical profile of the tropospheric ozone by using a synergetic retrieval method on multiple spectra, i.e., ultraviolet (UV), thermal infrared (TIR), and microwave (MW) ranges, measured from space. This work provides, for the first time, a quantitative evaluation of the retrieval sensitivity of the tropospheric ozone by adding the MW measurement to the UV and TIR measurements. Two observation points in East Asia (one in an urban area and one in an ocean area) and two observation times (one during summer and one during winter) were assumed. Geometry of line of sight was nadir down-looking for the UV and TIR measurements, and limb sounding for the MW measurement. The retrieval sensitivities of the ozone profiles in the upper troposphere (UT), middle troposphere (MT), and lowermost troposphere (LMT) were estimated using the degree of freedom for signal (DFS), the pressure of maximum sensitivity, reduction rate of error from the a priori error, and the averaging kernel matrix, derived based on the optimal estimation method. The measurement noise levels were assumed to be the same as those for currently available instruments. The weighting functions for the UV, TIR, and MW ranges were calculated using the SCIATRAN radiative transfer model, the Line-By-Line Radiative Transfer Model (LBLRTM), and the Advanced Model for Atmospheric Terahertz Radiation Analysis and Simulation (AMATERASU), respectively. The DFS value was increased by approximately 96, 23, and 30 % by adding the MW measurements to the combination of UV and TIR measurements in the UT, MT, and LMT regions, respectively. The MW measurement increased the DFS value of the LMT ozone; nevertheless, the MW measurement alone has no sensitivity to the LMT ozone. The pressure of maximum sensitivity value for the LMT ozone was also increased by adding the MW measurement. These findings indicate that better information on LMT ozone can be obtained by adding constraints on the UT and MT ozone from the MW measurement. The results of this study are applicable to the upcoming air-quality monitoring missions, APOLLO, GMAP-Asia, and uvSCOPE.
url https://www.atmos-meas-tech.net/11/1653/2018/amt-11-1653-2018.pdf
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spelling doaj-8561740e716b418e844fca477a43feb52020-11-24T20:59:14ZengCopernicus PublicationsAtmospheric Measurement Techniques1867-13811867-85482018-03-01111653166810.5194/amt-11-1653-2018Vertical profile of tropospheric ozone derived from synergetic retrieval using three different wavelength ranges, UV, IR, and microwave: sensitivity study for satellite observationT. O. Sato0T. M. Sato1T. M. Sato2H. Sagawa3K. Noguchi4N. Saitoh5H. Irie6K. Kita7M. E. Mahani8M. E. Mahani9K. Zettsu10R. Imasu11S. Hayashida12Y. Kasai13Y. Kasai14Y. Kasai15Y. Kasai16Big Data Analytics Laboratory, National Institute of Information and Communications Technology, Tokyo, JapanBig Data Analytics Laboratory, National Institute of Information and Communications Technology, Tokyo, JapanInstitute of Space and Astronautical Science, Japan Aerospace Exploration Agency, Kanagawa, JapanDepartment of Astrophysics and Atmospheric Sciences, Kyoto Sangyo University, Kyoto, JapanFaculty of Science, Nara Women's University, Nara, JapanCenter for Environmental Remote Sensing, Chiba University, Chiba, JapanCenter for Environmental Remote Sensing, Chiba University, Chiba, JapanCollege of Science, Ibaraki University, Ibaraki, JapanBig Data Analytics Laboratory, National Institute of Information and Communications Technology, Tokyo, JapanDepartment of Geophysics, Tohoku University, Miyagi, JapanBig Data Analytics Laboratory, National Institute of Information and Communications Technology, Tokyo, JapanAtmosphere and Ocean Research Institute, The University of Tokyo, Chiba, JapanFaculty of Science, Nara Women's University, Nara, JapanBig Data Analytics Laboratory, National Institute of Information and Communications Technology, Tokyo, JapanTerahertz Technology Research Center, National Institute of Information and Communications Technology, Tokyo, JapanDepartment of Chemical Science and Engineering, Tokyo Institute of Technology, Tokyo, JapanGraduate School of Pure and Applied Sciences, Tsukuba University, Ibaraki, JapanWe performed a feasibility study of constraining the vertical profile of the tropospheric ozone by using a synergetic retrieval method on multiple spectra, i.e., ultraviolet (UV), thermal infrared (TIR), and microwave (MW) ranges, measured from space. This work provides, for the first time, a quantitative evaluation of the retrieval sensitivity of the tropospheric ozone by adding the MW measurement to the UV and TIR measurements. Two observation points in East Asia (one in an urban area and one in an ocean area) and two observation times (one during summer and one during winter) were assumed. Geometry of line of sight was nadir down-looking for the UV and TIR measurements, and limb sounding for the MW measurement. The retrieval sensitivities of the ozone profiles in the upper troposphere (UT), middle troposphere (MT), and lowermost troposphere (LMT) were estimated using the degree of freedom for signal (DFS), the pressure of maximum sensitivity, reduction rate of error from the a priori error, and the averaging kernel matrix, derived based on the optimal estimation method. The measurement noise levels were assumed to be the same as those for currently available instruments. The weighting functions for the UV, TIR, and MW ranges were calculated using the SCIATRAN radiative transfer model, the Line-By-Line Radiative Transfer Model (LBLRTM), and the Advanced Model for Atmospheric Terahertz Radiation Analysis and Simulation (AMATERASU), respectively. The DFS value was increased by approximately 96, 23, and 30 % by adding the MW measurements to the combination of UV and TIR measurements in the UT, MT, and LMT regions, respectively. The MW measurement increased the DFS value of the LMT ozone; nevertheless, the MW measurement alone has no sensitivity to the LMT ozone. The pressure of maximum sensitivity value for the LMT ozone was also increased by adding the MW measurement. These findings indicate that better information on LMT ozone can be obtained by adding constraints on the UT and MT ozone from the MW measurement. The results of this study are applicable to the upcoming air-quality monitoring missions, APOLLO, GMAP-Asia, and uvSCOPE.https://www.atmos-meas-tech.net/11/1653/2018/amt-11-1653-2018.pdf