2013
DOI: 10.1175/jcli-d-13-00024.1
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Global Weather States and Their Properties from Passive and Active Satellite Cloud Retrievals

Abstract: In this study, the authors apply a clustering algorithm to International Satellite Cloud Climatology Project (ISCCP) cloud optical thickness-cloud top pressure histograms in order to derive weather states (WSs) for the global domain. The cloud property distribution within each WS is examined and the geographical variability of each WS is mapped. Once the global WSs are derived, a combination of CloudSat and Cloud-Aerosol Lidar and Infrared Pathfinder Satellite Observations (CALIPSO) vertical cloud structure re… Show more

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Cited by 111 publications
(175 citation statements)
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References 30 publications
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“…We process data for five Southern Hemisphere summers (December-February), from December 2006 to February 2011 (except January 2011 because of missing data). We classify each profile (or cloud group) according to how the clouds are distributed in the vertical, following the cloud vertical structure (CVS) proposed by Tselioudis et al (2013). The atmospheric column is divided into three layers, with pressure boundaries at 440 and 680 hPa.…”
Section: Resultsmentioning
confidence: 99%
“…We process data for five Southern Hemisphere summers (December-February), from December 2006 to February 2011 (except January 2011 because of missing data). We classify each profile (or cloud group) according to how the clouds are distributed in the vertical, following the cloud vertical structure (CVS) proposed by Tselioudis et al (2013). The atmospheric column is divided into three layers, with pressure boundaries at 440 and 680 hPa.…”
Section: Resultsmentioning
confidence: 99%
“…4, based on Tselioudis et al (2013)], indicates that the Azores experience the range of different weather states with a similar frequency to that experienced globally. The Azores experience the low-cloud weather states somewhat more frequently than the planet as a whole with fewer instances of clear skies and fair weather conditions and more frequent occurrences of trade cumulus and stratocumulus, and this probably reflects the marine environment.…”
Section: Observationsmentioning
confidence: 99%
“…For all these reasons, evaluations of cloud vertical distributions derived from ISCCP show significant differences with CALIPSO-CloudSat (Rossow and Zhang 2010;Tselioudis et al 2013). Comparison of joint histograms of cloud top pressure and optical depth (CP-s diagrams) from ISCCP and from CALIPSO-CloudSat shows that ISCCP retrievals tend to place high clouds too low and low clouds too high (Mace and Wrenn 2013).…”
Section: Constraints On Cloud Feedbacks From Lidarmentioning
confidence: 99%