Analysis and quantification of ENSO-linked changes in the tropical Atlantic cloud vertical distribution using 14 years of MODIS observations
<p>A total of 14 years (September 2002 to September 2016) of Aqua Moderate Resolution Imaging Spectroradiometer (MODIS) monthly mean cloud data are used to quantify possible changes in the cloud vertical distribution over the tropical Atlantic. For the analysis multiple linear regression techn...
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doaj-676709fab45e4e4892b3b080d8da56252020-11-25T01:26:22ZengCopernicus PublicationsAtmospheric Chemistry and Physics1680-73161680-73242019-11-0119135351354610.5194/acp-19-13535-2019Analysis and quantification of ENSO-linked changes in the tropical Atlantic cloud vertical distribution using 14 years of MODIS observationsN. Madenach0C. Carbajal Henken1R. Preusker2O. Sourdeval3J. Fischer4Institute for Space Sciences, Freie Universität Berlin, Carl-Heinrich-Becker-Weg 6–10, 12165 Berlin, GermanyInstitute for Space Sciences, Freie Universität Berlin, Carl-Heinrich-Becker-Weg 6–10, 12165 Berlin, GermanyInstitute for Space Sciences, Freie Universität Berlin, Carl-Heinrich-Becker-Weg 6–10, 12165 Berlin, GermanyLaboratoire d'Optique Atmosphérique, Université de Lille, Villeneuve-d'Ascq, FranceInstitute for Space Sciences, Freie Universität Berlin, Carl-Heinrich-Becker-Weg 6–10, 12165 Berlin, Germany<p>A total of 14 years (September 2002 to September 2016) of Aqua Moderate Resolution Imaging Spectroradiometer (MODIS) monthly mean cloud data are used to quantify possible changes in the cloud vertical distribution over the tropical Atlantic. For the analysis multiple linear regression techniques are used.</p> <p>For the investigated time period significant linear changes were found in the domain-averaged cloud-top height (CTH) (<span class="inline-formula">−178</span> m per decade), the high-cloud fraction (HCF) (<span class="inline-formula">−0.0006</span> per decade), and the low-cloud amount (0.001 per decade). The interannual variability of the time series (especially CTH and HCF) is highly influenced by the El Niño–Southern Oscillation (ENSO). Separating the time series into two phases, we quantified the linear change associated with the transition from more La Niña-like conditions to a phase with El Niño conditions (Phase 2) and vice versa (Phase 1). The transition from negative to positive ENSO conditions was related to a decrease in total cloud fraction (TCF) (<span class="inline-formula">−0.018</span> per decade; not significant) due to a reduction in the high-cloud amount (<span class="inline-formula">−0.024</span> per decade; significant). Observed anomalies in the mean CTH were found to be mainly caused by changes in HCF rather than by anomalies in the height of cloud tops themselves.</p> <p>Using the large-scale vertical motion <span class="inline-formula"><i>ω</i></span> at 500 hPa (from ERA-Interim ECMWF reanalysis data), the observed anomalies were linked to ENSO-induced changes in the atmospheric large-scale dynamics. The most significant and largest changes were found in regions with strong large-scale upward movements near the Equator.</p> <p>Despite the fact that with passive imagers such as MODIS it is not possible to vertically resolve clouds, this study shows the great potential for large-scale analysis of possible changes in the cloud vertical distribution due to the changing climate by using vertically resolved cloud cover and linking those changes to large-scale dynamics using other observations or model data.</p>https://www.atmos-chem-phys.net/19/13535/2019/acp-19-13535-2019.pdf |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
N. Madenach C. Carbajal Henken R. Preusker O. Sourdeval J. Fischer |
spellingShingle |
N. Madenach C. Carbajal Henken R. Preusker O. Sourdeval J. Fischer Analysis and quantification of ENSO-linked changes in the tropical Atlantic cloud vertical distribution using 14 years of MODIS observations Atmospheric Chemistry and Physics |
author_facet |
N. Madenach C. Carbajal Henken R. Preusker O. Sourdeval J. Fischer |
author_sort |
N. Madenach |
title |
Analysis and quantification of ENSO-linked changes in the tropical Atlantic cloud vertical distribution using 14 years of MODIS observations |
title_short |
Analysis and quantification of ENSO-linked changes in the tropical Atlantic cloud vertical distribution using 14 years of MODIS observations |
title_full |
Analysis and quantification of ENSO-linked changes in the tropical Atlantic cloud vertical distribution using 14 years of MODIS observations |
title_fullStr |
Analysis and quantification of ENSO-linked changes in the tropical Atlantic cloud vertical distribution using 14 years of MODIS observations |
title_full_unstemmed |
Analysis and quantification of ENSO-linked changes in the tropical Atlantic cloud vertical distribution using 14 years of MODIS observations |
title_sort |
analysis and quantification of enso-linked changes in the tropical atlantic cloud vertical distribution using 14 years of modis observations |
publisher |
Copernicus Publications |
series |
Atmospheric Chemistry and Physics |
issn |
1680-7316 1680-7324 |
publishDate |
2019-11-01 |
description |
<p>A total of 14 years (September 2002 to September 2016) of Aqua Moderate Resolution Imaging Spectroradiometer (MODIS) monthly mean cloud data are used to quantify possible changes in the cloud vertical distribution over the tropical Atlantic. For the analysis multiple linear regression techniques are used.</p>
<p>For the investigated time period significant linear changes were found in the domain-averaged cloud-top height (CTH) (<span class="inline-formula">−178</span> m per decade), the high-cloud fraction (HCF) (<span class="inline-formula">−0.0006</span> per decade), and the low-cloud amount (0.001 per decade). The interannual variability of the time series (especially CTH and HCF) is highly influenced by the El Niño–Southern Oscillation (ENSO). Separating the time series into two phases, we quantified the linear change associated with the transition from more La Niña-like conditions to a phase with El Niño conditions (Phase 2) and vice versa (Phase 1).
The transition from negative to positive ENSO conditions was related to a decrease in total cloud fraction (TCF) (<span class="inline-formula">−0.018</span> per decade; not significant) due to a reduction in the high-cloud amount (<span class="inline-formula">−0.024</span> per decade; significant). Observed anomalies in the mean CTH were found to be mainly caused by changes in HCF rather than by anomalies in the height of cloud tops themselves.</p>
<p>Using the large-scale vertical motion <span class="inline-formula"><i>ω</i></span> at 500 hPa (from ERA-Interim ECMWF reanalysis data), the observed anomalies were linked to ENSO-induced changes in the atmospheric large-scale dynamics. The most significant and largest changes were found in regions with strong large-scale upward movements near the Equator.</p>
<p>Despite the fact that with passive imagers such as MODIS it is not possible to vertically resolve clouds, this study shows the great potential for large-scale analysis of possible changes in the cloud vertical distribution due to the changing climate by using vertically resolved cloud cover and linking those changes to large-scale dynamics using other observations or model data.</p> |
url |
https://www.atmos-chem-phys.net/19/13535/2019/acp-19-13535-2019.pdf |
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