Weather types across the Caribbean basin and their relationship with rainfall and sea surface temperature

International audience Eight weather types (WTs) are computed over 98.75 degrees W-56.25 degrees W, 8.75 degrees N-31.25 degrees N using cluster analysis of daily low-level (925 hPa) winds and outgoing long-wave radiation, without removing the mean annual cycle, by a k-means algorithm from 1979 to 2...

Full description

Bibliographic Details
Published in:Climate Dynamics
Main Authors: Moron, Vincent, Gouirand, Isabelle, Taylor, Michael
Other Authors: Centre Européen de Recherche et d'Enseignement des Géosciences de l'Environnement (CEREGE), Institut de Recherche pour le Développement (IRD)-Institut National de la Recherche Agronomique (INRA)-Aix Marseille Université (AMU)-Collège de France (CdF (institution))-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2016
Subjects:
Online Access:https://hal.science/hal-01765466
https://doi.org/10.1007/s00382-015-2858-9
Description
Summary:International audience Eight weather types (WTs) are computed over 98.75 degrees W-56.25 degrees W, 8.75 degrees N-31.25 degrees N using cluster analysis of daily low-level (925 hPa) winds and outgoing long-wave radiation, without removing the mean annual cycle, by a k-means algorithm from 1979 to 2013. The WTs can be firstly interpreted as snapshots of the annual cycle with a clear distinction between 5 ``wintertime'' and 3 ``summertime'' WTs, which account together for 70 % of the total mean annual rainfall across the studied domain. The wintertime WTs occur mostly from late November to late April and are characterized by varying intensity and location of the North Atlantic subtropical high (NASH) and transient synoptic troughs along the northern edge of the domain. Large-scale subsidence dominates the whole basin but rainfall can occur over sections of the basin, especially on the windward shores of the troughs associated with the synoptic waves. The transition between wintertime and summertime WTs is rather abrupt, especially in May. One summertime WT (WT 4) is prevalent in summer, and almost exclusive around late July. It is characterized by strong NASH, fast Caribbean low level jet and rainfall mostly concentrated over the Caribbean Islands, the Florida Peninsula, the whole Central America and the tropical Eastern Pacific. The two remaining summertime WTs display widespread rainfall respectively from Central America to Bermuda (WT 5) and over the Eastern Caribbean (WT 6). Both WTs combine reduced regional scale subsidence and weaker Caribbean low-level jet relatively to WT 4. The relationships between WT frequency and El Nino Southern Oscillation (ENSO) events are broadly linear. Warm central and eastern ENSO events are associated with more WT 4 (less WT 5-6) during boreal summer and autumn (0) while this relationship is reversed during boreal summer (+1) for central events only. In boreal winter, the largest anomalies are observed for two WTs consistent with negative (WT 2) and positive (WT 8) phases of ...