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Atmospheric Research
journal homepage: www.elsevier.com/locate/atmosres
Characteristics of different convective parameterization schemes on the
simulation of intensity and track of severe extratropical cyclones over North
Atlantic
P.K. Pradhan
a,b,⁎
, Margarida L.R. Liberato
b,c
, Juan A. Ferreira
b
, S. Dasamsetti
d
,
S. Vijaya Bhaskara Rao
a
a
Department of Physics, Sri Venkateswara University, Tirupati, India
b
Escola de Ciências e Tecnologia, Universidade de Trás-os-Montes e Alto Douro (UTAD), Vila Real, Portugal
c
Instituto Dom Luiz, Faculdade de Ciências, Universidade de Lisboa, Portugal
d
National Center for Midium Range Weather Forecasting (NCMRWF), Noida, India
ARTICLE INFO
Keywords:
ARW-WRF model
Convective parameterization scheme
Extratropical cyclone
Intensity and track
Iberian peninsula
North Atlantic Ocean
ABSTRACT
The role of the convective parameterization schemes (CPSs) in the ARW-WRF (WRF) mesoscale model is ex-
amined for extratropical cyclones (ETCs) over the North Atlantic Ocean. The simulation of very severe winter
storms such as Xynthia (2010) and Gong (2013) are considered in this study. Most popular CPSs within WRF
model, along with Yonsei University (YSU) planetary boundary layer (PBL) and WSM6 microphysical para-
meterization schemes are incorporated for the model experiments. For each storm, four numerical experiments
were carried out using New Kain Fritsch (NKF), Betts-Miller-Janjic (BMJ), Grell 3D Ensemble (Gr3D) and no
convection scheme (NCS) respectively. The prime objectives of these experiments were to recognize the best CPS
that can forecast the intensity, track, and landfall over the Iberian Peninsula in advance of two days. The WRF
model results such as central sea level pressure (CSLP), wind field, moisture flux convergence, geopotential
height, jet stream, track and precipitation have shown sensitivity CPSs. The 48-hour lead simulations with BMJ
schemes produce the best simulations both regarding ETCs intensity and track than Gr3D and NKF schemes. The
average MAE and RMSE of intensities are least that (6.5 hPa in CSLP and 3.4 ms
-1
in the 10-m wind) found in
BMJ scheme. The MAE and RMSE for and intensity and track error have revealed that NCS produces large errors
than other CPSs experiments. However, for track simulation of these ETCs, at 72-, 48- and 24-hour means track
errors were 440, 390 and 158 km respectively. In brevity, BMJ and Gr3D schemes can be used for short and
medium range predictions of the ETCs over North Atlantic. For the evaluation of precipitation distributions using
Gr3D scheme are good agreement with TRMM satellite than other CPSs.
1. Introduction
The extratropical cyclones (ETCs) occurs over subtropical North
Atlantic Ocean causes one of the most expensive losses of life, property
at the place of their landfall at coastal regions of Europe. The dangerous
character of ETCs are associated with strong winds, heavy precipitation
and storm surges during the winter season have produced significant
damages and substantial economic loss over the southwestern of Europe
(Swiss Re, 2008). Due to very low pressure at the core of ETCs that
produces violent winds and torrential precipitation evenly distributed
around the centre and thus, categorised as wind and precipitation
storms (Karremann et al., 2016). Most of the ETCs formed over mid-
latitude of North Atlantic region are cold core systems associated with
baroclinic instability and North Atlantic Oscillations (NAO) as dis-
cussed in Ulbrich et al. (2009); Pinto et al. (2008). In recent decades,
there were five severe storms viz., Kyrill (Fink et al., 2009), Klaus
(Liberato et al., 2011), Xynthia (Liberato et al., 2013), Gong (Liberato,
2014), and Stephanie (Ferreira et al., 2014), that caused intensive da-
mage and substantial economic losses over Iberian Peninsula and ad-
joining European region. With a continuous supply of moisture from
North Atlantic, the storms reached the maximum intensity and passed
through the coast of the Europe, even though they were originated at
unusual lower latitudes. Moreover, the occurrence of cold spells in the
winter season is related to low storm track activity over the part of mid-
latitude continental regions, and therefore, storm tracks and their in-
tensities are influenced by continental temperature as well as moisture
http://dx.doi.org/10.1016/j.atmosres.2017.09.007
Received 23 November 2016; Received in revised form 21 August 2017; Accepted 12 September 2017
⁎
Corresponding author at: Department of Physics, Sri Venkateswara University, Tirupati, Andhra Pradesh 517 502, India.
E-mail address: prabodha@utad.pt (P.K. Pradhan).
Atmospheric Research 199 (2018) 128–144
Available online 14 September 2017
0169-8095/ © 2017 Elsevier B.V. All rights reserved.
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