Software to analyze the relationship between aerosol, clouds, and precipitation: SAMAC
The analysis of aircraft-based measurements of clouds is critical for studies of aerosol and of clouds. Many such measurements have been taken, but it is difficult to compare such data across instruments, flights and campaigns. We present a new open-source software program, SAMAC (Software for Airbo...
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doaj-f4f6354a7cff4a28a624d34ff8edde402020-11-25T00:26:03ZengCopernicus PublicationsAtmospheric Measurement Techniques1867-13811867-85482016-02-019261963010.5194/amt-9-619-2016Software to analyze the relationship between aerosol, clouds, and precipitation: SAMACS. Gagné0L. P. MacDonald1W. R. Leaitch2J. R. Pierce3Department of Physics and Atmospheric Science, Dalhousie University, Halifax, B3H 3J5, CanadaDepartment of Physics and Atmospheric Science, Dalhousie University, Halifax, B3H 3J5, CanadaEnvironment Canada, Downsview, Toronto, M3H 5T4, CanadaDepartment of Physics and Atmospheric Science, Dalhousie University, Halifax, B3H 3J5, CanadaThe analysis of aircraft-based measurements of clouds is critical for studies of aerosol and of clouds. Many such measurements have been taken, but it is difficult to compare such data across instruments, flights and campaigns. We present a new open-source software program, SAMAC (Software for Airborne Measurements of Aerosol and Clouds), that may enable a more systematic and comparable approach to the analysis of aerosol–cloud–precipitation data. The software offers a cooperative and reproducible approach to the analysis of aircraft measurements of clouds across campaigns. SAMAC is an object-oriented software program in which a cloud is an object; all the data related to a cloud is contained in the cloud object. The cloud objects come with built-in methods and functions that allow for the quick generation of basic plots and calculations, SAMAC provides a quick view of the data set and may be used to compare clouds and to filter for specific characteristics. Other researchers can readily use already submitted algorithms once their data is placed in the cloud structure provided, and they can contribute their own algorithms to the software for others to see and use. This approach would improve comparability, reproducibility and transparency by allowing others to replicate results and test the same algorithms on different data. SAMAC can be downloaded at <a href="https://github.com/StephGagne/SAMAC/releases" target="_blank">https://github.com/StephGagne/SAMAC/releases</a>.http://www.atmos-meas-tech.net/9/619/2016/amt-9-619-2016.pdf |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
S. Gagné L. P. MacDonald W. R. Leaitch J. R. Pierce |
spellingShingle |
S. Gagné L. P. MacDonald W. R. Leaitch J. R. Pierce Software to analyze the relationship between aerosol, clouds, and precipitation: SAMAC Atmospheric Measurement Techniques |
author_facet |
S. Gagné L. P. MacDonald W. R. Leaitch J. R. Pierce |
author_sort |
S. Gagné |
title |
Software to analyze the relationship between aerosol, clouds, and precipitation: SAMAC |
title_short |
Software to analyze the relationship between aerosol, clouds, and precipitation: SAMAC |
title_full |
Software to analyze the relationship between aerosol, clouds, and precipitation: SAMAC |
title_fullStr |
Software to analyze the relationship between aerosol, clouds, and precipitation: SAMAC |
title_full_unstemmed |
Software to analyze the relationship between aerosol, clouds, and precipitation: SAMAC |
title_sort |
software to analyze the relationship between aerosol, clouds, and precipitation: samac |
publisher |
Copernicus Publications |
series |
Atmospheric Measurement Techniques |
issn |
1867-1381 1867-8548 |
publishDate |
2016-02-01 |
description |
The analysis of aircraft-based measurements of clouds is
critical for studies of aerosol and of clouds. Many such measurements have
been taken, but it is difficult to compare such data across instruments,
flights and campaigns. We present a new open-source software program, SAMAC
(Software for Airborne Measurements of Aerosol and Clouds), that may enable
a more systematic and comparable approach to the analysis of
aerosol–cloud–precipitation data. The software offers a cooperative and
reproducible approach to the analysis of aircraft measurements of clouds
across campaigns. SAMAC is an object-oriented software program in which a
cloud is an object; all the data related to a cloud is contained in the
cloud object. The cloud objects come with built-in methods and functions
that allow for the quick generation of basic plots and calculations, SAMAC
provides a quick view of the data set and may be used to compare clouds and
to filter for specific characteristics. Other researchers can readily use
already submitted algorithms once their data is placed in the cloud
structure provided, and they can contribute their own algorithms to the
software for others to see and use. This approach would improve
comparability, reproducibility and transparency by allowing others to
replicate results and test the same algorithms on different data. SAMAC can
be downloaded at <a href="https://github.com/StephGagne/SAMAC/releases" target="_blank">https://github.com/StephGagne/SAMAC/releases</a>. |
url |
http://www.atmos-meas-tech.net/9/619/2016/amt-9-619-2016.pdf |
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