Citation: Piticar, A.;Andrei, S.; Tudor,
A. Spatiotemporal Variability of
Convective Events in Romania Based
on METAR Data. Sustainability 2024,
16, 3243. https://doi.org/
10.3390/su16083243
Academic Editor: Shenming Fu
Received: 20 February 2024
Revised: 26 March 2024
Accepted: 10 April 2024
Published: 12 April 2024
Copyright: © 2024 by the authors.
Licensee MDPI, Basel, Switzerland.
This article is an open access article
distributed under the terms and
conditions of the Creative Commons
Attribution (CC BY) license (https://
creativecommons.org/licenses/by/
4.0/).
sustainability
Article
Spatiotemporal Variability of Convective Events in Romania
Based on METAR Data
Adrian Piticar
1,
*, Simona Andrei
2
and Alexandru Tudor
1,3
1
Faculty of Aeronautical Management, “Henri Coandă” Air Force Academy, 500187 Bra¸ sov, Romania;
alexandru.tudor@afahc.ro
2
National Institute of Research and Development for Optoelectronics INOE2000, 077125 Măgurele, Romania;
simona.andrei@inoe.ro
3
Faculty of Geography, Babe¸ s-Bolyai University, 400006 Cluj Napoca, Romania
* Correspondence: adrian.piticar@afahc.ro
Abstract: Convective weather, through its heavy showers, strong winds and hail, significantly impacts
human activities, having the potential to inflict serious damage on social and environmental sectors.
Limited research has been conducted on this phenomenon within Romanian territory, and currently
there is no referenced climatological study primarily aimed at air traffic management users in this
context. This study aims to assess the climatological aspects related to convective events based on
sub-hourly observation data recorded at 17 airport weather stations throughout Romania during an
11-year period (2012–2022). The spatiotemporal distribution of convective events was analyzed based
on occurrences of Cumulus Congestus (TCU) clouds, Cumulonimbus (CB) clouds, thunderstorms
(TSs), heavy showers (+SHs), and hail (GR). With the data being extracted from meteorological
aerodrome reports (METARs) and special meteorological aerodrome reports (SPECIs). Short-term
trends were determined using Sen’s slope estimator, and statistical significance was assessed through
the Mann–Kendall test. The main findings indicated that the highest occurrence of convective events
is located over central and western Romania, with June emerging as the extreme month in terms of
convective events, while the hourly distribution emphasizes that the highest frequency of convective
events occurred in the afternoon. Trend analysis in TCU, CB, and TS show tendencies toward higher
frequency of convective events while the results related to +SH and GR indicate a high variability
across Romanian territory. Trend analysis disclosed more substantial changes in the TS variable. The
results of this study bear potential significance for a broad spectrum of human activities and the
management of natural environments.
Keywords: climate change; convective weather; METAR; SPECI; Romania
1. Introduction
Convective weather has a substantial influence on human activities, generating heavy
showers, strong winds, and hailfalls, with the potential to cause serious damages to
social and environmental sectors. Moreover, severe convective weather possesses strong
destructive power, significantly exacerbating economical losses [1]. For instance, convective
events can severely damage crops and affect the supply of electricity, communications,
and air traffic [2]. This type of weather poses a serious risk to aircraft flights through
associated hazardous phenomena [3]. Furthermore, convective weather is affected by the
ongoing climate change, which can significantly increase its impact on society and the
environment [4–6]. However, different sustainable measures and concepts for protection
should be regularly developed based on the newest scientific results.
Convective weather is quite frequent during the warm season (April–September) in
temperate regions of the globe [7–10]. The main elements for convection development in-
clude a high amount of moisture in the lower and mid-atmosphere, atmospheric instability,
Sustainability 2024, 16, 3243. https://doi.org/10.3390/su16083243 https://www.mdpi.com/journal/sustainability