RESEARCH ARTICLE
A comprehensive analysis of hail events in Portugal: Climatology
and consistency with atmospheric circulation
João A. Santos
1
| Margarida Belo-Pereira
2
1
Centre for the Research and Technology of Agro-
Environmental and Biological Sciences, CITAB,
Universidade de Trás-os-Montes e Alto Douro,
UTAD, Vila Real, Portugal
2
Instituto Português do Mar e da Atmosfera, Rua
C do Aeroporto, Lisbon, Portugal
Correspondence
João A. Santos, Departamento de Física, Escola de
Ciências e Tecnologia, Quinta de Prados,
5000-801 Vila Real, Portugal.
Email: jsantos@utad.pt
Funding information
FEDER/COMPETE/POCI, Grant/Award Number:
POCI-01-0145-FEDER-006958; Fundação para a
Ciência e a Tecnologia, Grant/Award Number:
UID/AGR/04033/2013; INNOVINE&WINE –
Vineyard and Wine Innovation Platform, Grant/
Award Number: NORTE-01-0145-FEDER-
000038
A first hail climatology in mainland Portugal is provided, based on a network of
15 meteorological stations and over the period of 1971–2009 (39 years). Three hail
sub-classes based on the SYNOP codes were considered (small hail, hail without
thunder and hail with thunder). Furthermore, hail occurrences were also compared
with thunderstorm, convection and precipitation days. Hail events are more fre-
quent in northern Portugal during winter and spring (peaking in April). Both thun-
derstorm and convection events present a maximum in April–May and a secondary
peak in autumn (October). This secondary peak is frequently associated with con-
vective storms without hailfall at the ground, as no clear autumnal maximum is
recorded in the hail frequency, particularly in the case of small hail and hail with-
out thunder. The typically higher temperatures in October than in February–April
may lead to excessively high-freezing level heights that hamper hailfall at the sur-
face. The dynamical mechanisms underlying hail occurrence in mainland Portugal
were also analysed using eight three-dimensional weather types. The atmospheric
conditions associated with three weather types: Western European Trough, Block-
ing and Scandinavian Trough were responsible for ca. 75% of the hail events
throughout Portugal. Overall, hail events are favoured either by extra-tropical
depressions, with cold front passages over Portugal, or by upper-level troughs/lows
over western Iberia, but preferably occurring in the period from December to May.
These dynamical drivers promote instability conditions, which were also diagnosed
by the convective available potential energy and total-totals index.
KEYWORDS
convection, hail, k-means, lightning, Portugal, small hail, thunderstorm, weather
types
1 | INTRODUCTION
Hail is a widely known meteorological hazard, potentially
causing severe damages to property, such as buildings, struc-
tures and automobiles (Brown et al., 2015), crops (Sánchez
et al., 1996), aircrafts (Das et al., 2009), wind turbines
(Macdonald et al., 2016), among others. Furthermore, hail-
related economic losses have been increasing in different
regions worldwide, for example, being recently estimated to
be over $1 billion US dollars annually for the United States
(e.g., Changnon, 1999; Cintineo et al., 2012). In Europe, the
insurance costs of the hailstorms occurred on June 8–10,
2014 were estimated to be of 2.3 billion EUR in France, Bel-
gium and Germany (Punge and Kunz, 2016).
By definition, hail is the precipitation of transparent,
partly or completely opaque particles of ice (hailstones), usu-
ally spherical, conical, or irregular in form, with a diameter
generally greater than 5 mm (WMO, 2012). Smaller particles
of similar origin may also be classified as small hail or ice
pellets, but other frozen hydrometeors are often misinter-
preted as hail. Hail commonly occurs in the form of showers
and is typically observed during heavy thunderstorms
Received: 10 February 2018 Revised: 28 June 2018 Accepted: 3 July 2018 Published on: 23 August 2018
DOI: 10.1002/joc.5794
188 © 2018 Royal Meteorological Society wileyonlinelibrary.com/journal/joc Int J Climatol. 2019;39:188–205.