Retrieval of absolute SO<sub>2</sub> column amounts from scattered-light spectra: implications for the evaluation of data from automated DOAS networks
Scanning spectrometer networks using scattered solar radiation in the ultraviolet spectral region have become an increasingly important tool for monitoring volcanic sulfur dioxide (SO<sub>2</sub>) emissions. Often measured spectra are evaluated using the differential optical absorption s...
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2016-11-01
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Series: | Atmospheric Measurement Techniques |
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Article |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
P. Lübcke J. Lampel S. Arellano N. Bobrowski F. Dinger B. Galle G. Garzón S. Hidalgo Z. Chacón Ortiz L. Vogel S. Warnach U. Platt |
spellingShingle |
P. Lübcke J. Lampel S. Arellano N. Bobrowski F. Dinger B. Galle G. Garzón S. Hidalgo Z. Chacón Ortiz L. Vogel S. Warnach U. Platt Retrieval of absolute SO<sub>2</sub> column amounts from scattered-light spectra: implications for the evaluation of data from automated DOAS networks Atmospheric Measurement Techniques |
author_facet |
P. Lübcke J. Lampel S. Arellano N. Bobrowski F. Dinger B. Galle G. Garzón S. Hidalgo Z. Chacón Ortiz L. Vogel S. Warnach U. Platt |
author_sort |
P. Lübcke |
title |
Retrieval of absolute SO<sub>2</sub> column amounts from scattered-light spectra: implications for the evaluation of data from automated DOAS networks |
title_short |
Retrieval of absolute SO<sub>2</sub> column amounts from scattered-light spectra: implications for the evaluation of data from automated DOAS networks |
title_full |
Retrieval of absolute SO<sub>2</sub> column amounts from scattered-light spectra: implications for the evaluation of data from automated DOAS networks |
title_fullStr |
Retrieval of absolute SO<sub>2</sub> column amounts from scattered-light spectra: implications for the evaluation of data from automated DOAS networks |
title_full_unstemmed |
Retrieval of absolute SO<sub>2</sub> column amounts from scattered-light spectra: implications for the evaluation of data from automated DOAS networks |
title_sort |
retrieval of absolute so<sub>2</sub> column amounts from scattered-light spectra: implications for the evaluation of data from automated doas networks |
publisher |
Copernicus Publications |
series |
Atmospheric Measurement Techniques |
issn |
1867-1381 1867-8548 |
publishDate |
2016-11-01 |
description |
Scanning spectrometer networks using scattered solar radiation in the
ultraviolet spectral region have become an increasingly important tool for
monitoring volcanic sulfur dioxide (SO<sub>2</sub>) emissions. Often measured
spectra are evaluated using the differential optical absorption spectroscopy
(DOAS) technique. In order to obtain absolute column densities (CDs), the
DOAS evaluation requires a Fraunhofer reference spectrum (FRS) that is free
of absorption structures of the trace gas of interest. For measurements at
volcanoes such a FRS can be readily obtained if the scan (i.e. series of
measurements at different elevation angles) includes viewing directions where
the plume is not seen. In this case, it is possible to use these viewing
directions (e.g. zenith) as FRS. Possible contaminations of the FRS by the
plume can then be corrected by calculating and subtracting an SO<sub>2</sub>
offset (e.g. the lowest SO<sub>2</sub> CD) from all viewing directions of the
respective scan. This procedure is followed in the standard evaluations of
data from the Network for Observation of Volcanic and Atmospheric Change
(NOVAC). While this procedure is very efficient in removing Fraunhofer
structures and instrumental effects it has the disadvantage that one can
never be sure that there is no SO<sub>2</sub> from the plume in the FRS.
Therefore, using a modelled FRS (based on a high-resolution solar atlas) has a great advantage. We followed this approach and investigated an SO<sub>2</sub>
retrieval algorithm using a modelled FRS. In this paper, we present
results from two volcanoes that are monitored by NOVAC stations and which
frequently emit large volcanic plumes: Nevado del Ruiz (Colombia) recorded
between January 2010 and June 2012 and from Tungurahua (Ecuador) recorded
between January 2009 and December 2011. Instrumental effects were identified
with help of a principal component analysis (PCA) of the residual structures
of the DOAS evaluation. The SO<sub>2</sub> retrieval performed extraordinarily
well with an SO<sub>2</sub> DOAS retrieval error of
1 − 2 × 10<sup>16</sup> [molecules cm<sup>−2</sup>]. Compared to a standard evaluation,
we found systematic differences of the differential slant column density
(dSCD) of only up to ≈ 15 % when looking at the variation of the
SO<sub>2</sub> within one scan. The major advantage of our new retrieval is that
it yields absolute SO<sub>2</sub> CDs and that it does not require complicated
instrumental calibration in the field (e.g. by employing calibration cells
or broadband light sources), since the method exploits the information
available in the measurements.<br><br>We compared our method to an evaluation that is similar to the NOVAC
approach, where a spectrum that is recorded directly before the scan is used
as an FRS and an SO<sub>2</sub> CD offset is subtracted from all retrieved dSCD
in the scan to correct for possible SO<sub>2</sub> contamination of the FRS. The
investigation showed that 21.4 % of the scans (containing significant amounts
of SO<sub>2</sub>) at Nevado del Ruiz and 7 % of the scans at Tungurahua showed
much larger SO<sub>2</sub> CDs when evaluated using modelled FRS (more than a
factor of 2). For standard evaluations the overall distribution of the
SO<sub>2</sub> CDs in a scan can in some cases indicate whether the plume
affects all viewing directions and thus these scans need to be discarded for
NOVAC emission rate evaluation. However, there are other cases where this is
not possible and thus the reported SO<sub>2</sub> emission rates would be
underestimated. The new method can be used to identify these cases and thus
it can considerably improve SO<sub>2</sub> emission budgets. |
url |
http://www.atmos-meas-tech.net/9/5677/2016/amt-9-5677-2016.pdf |
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doaj-d810c9d393b14aa788cc55ac7487475b2020-11-25T00:52:44ZengCopernicus PublicationsAtmospheric Measurement Techniques1867-13811867-85482016-11-019125677569810.5194/amt-9-5677-2016Retrieval of absolute SO<sub>2</sub> column amounts from scattered-light spectra: implications for the evaluation of data from automated DOAS networksP. Lübcke0J. Lampel1S. Arellano2N. Bobrowski3F. Dinger4B. Galle5G. Garzón6S. Hidalgo7Z. Chacón Ortiz8L. Vogel9S. Warnach10U. Platt11Institute of Environmental Physics, University of Heidelberg, Heidelberg, GermanyInstitute of Environmental Physics, University of Heidelberg, Heidelberg, GermanyDepartment of Earth and Space Sciences, Chalmers University of Technology, Gothenburg, SwedenInstitute of Environmental Physics, University of Heidelberg, Heidelberg, GermanyInstitute of Environmental Physics, University of Heidelberg, Heidelberg, GermanyDepartment of Earth and Space Sciences, Chalmers University of Technology, Gothenburg, SwedenFISQUIM, Dirección de Laboratorios, Servicio Geológico Colombiano, Cali & Manizales, ColombiaInstituto Geofísico, Escuela Politécnica Nacional, Quito, EcuadorFISQUIM, Dirección de Laboratorios, Servicio Geológico Colombiano, Cali & Manizales, ColombiaInstitute of Environmental Physics, University of Heidelberg, Heidelberg, GermanyInstitute of Environmental Physics, University of Heidelberg, Heidelberg, GermanyInstitute of Environmental Physics, University of Heidelberg, Heidelberg, GermanyScanning spectrometer networks using scattered solar radiation in the ultraviolet spectral region have become an increasingly important tool for monitoring volcanic sulfur dioxide (SO<sub>2</sub>) emissions. Often measured spectra are evaluated using the differential optical absorption spectroscopy (DOAS) technique. In order to obtain absolute column densities (CDs), the DOAS evaluation requires a Fraunhofer reference spectrum (FRS) that is free of absorption structures of the trace gas of interest. For measurements at volcanoes such a FRS can be readily obtained if the scan (i.e. series of measurements at different elevation angles) includes viewing directions where the plume is not seen. In this case, it is possible to use these viewing directions (e.g. zenith) as FRS. Possible contaminations of the FRS by the plume can then be corrected by calculating and subtracting an SO<sub>2</sub> offset (e.g. the lowest SO<sub>2</sub> CD) from all viewing directions of the respective scan. This procedure is followed in the standard evaluations of data from the Network for Observation of Volcanic and Atmospheric Change (NOVAC). While this procedure is very efficient in removing Fraunhofer structures and instrumental effects it has the disadvantage that one can never be sure that there is no SO<sub>2</sub> from the plume in the FRS. Therefore, using a modelled FRS (based on a high-resolution solar atlas) has a great advantage. We followed this approach and investigated an SO<sub>2</sub> retrieval algorithm using a modelled FRS. In this paper, we present results from two volcanoes that are monitored by NOVAC stations and which frequently emit large volcanic plumes: Nevado del Ruiz (Colombia) recorded between January 2010 and June 2012 and from Tungurahua (Ecuador) recorded between January 2009 and December 2011. Instrumental effects were identified with help of a principal component analysis (PCA) of the residual structures of the DOAS evaluation. The SO<sub>2</sub> retrieval performed extraordinarily well with an SO<sub>2</sub> DOAS retrieval error of 1 − 2 × 10<sup>16</sup> [molecules cm<sup>−2</sup>]. Compared to a standard evaluation, we found systematic differences of the differential slant column density (dSCD) of only up to ≈ 15 % when looking at the variation of the SO<sub>2</sub> within one scan. The major advantage of our new retrieval is that it yields absolute SO<sub>2</sub> CDs and that it does not require complicated instrumental calibration in the field (e.g. by employing calibration cells or broadband light sources), since the method exploits the information available in the measurements.<br><br>We compared our method to an evaluation that is similar to the NOVAC approach, where a spectrum that is recorded directly before the scan is used as an FRS and an SO<sub>2</sub> CD offset is subtracted from all retrieved dSCD in the scan to correct for possible SO<sub>2</sub> contamination of the FRS. The investigation showed that 21.4 % of the scans (containing significant amounts of SO<sub>2</sub>) at Nevado del Ruiz and 7 % of the scans at Tungurahua showed much larger SO<sub>2</sub> CDs when evaluated using modelled FRS (more than a factor of 2). For standard evaluations the overall distribution of the SO<sub>2</sub> CDs in a scan can in some cases indicate whether the plume affects all viewing directions and thus these scans need to be discarded for NOVAC emission rate evaluation. However, there are other cases where this is not possible and thus the reported SO<sub>2</sub> emission rates would be underestimated. The new method can be used to identify these cases and thus it can considerably improve SO<sub>2</sub> emission budgets.http://www.atmos-meas-tech.net/9/5677/2016/amt-9-5677-2016.pdf |