Objective Definition of Climatologically Homogeneous Areas in the Southern Balkans Based on the ERA5 Data Set

An objective definition of climatologically homogeneous areas in the southern Balkans is attempted with the use of daily 0.25° × 0.25° ERA5 meteorological data of air temperature, dew point, zonal and meridional wind components, Convective Available Potential Energy, Conve...

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Main Authors: Christos J. Lolis, Georgios Kotsias, Aristides Bartzokas
Format: Article
Language:English
Published: MDPI AG 2018-12-01
Series:Climate
Subjects:
Online Access:https://www.mdpi.com/2225-1154/6/4/96
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spelling doaj-6e387a1868eb48cd8722645687d9584f2020-11-24T21:22:12ZengMDPI AGClimate2225-11542018-12-01649610.3390/cli6040096cli6040096Objective Definition of Climatologically Homogeneous Areas in the Southern Balkans Based on the ERA5 Data SetChristos J. Lolis0Georgios Kotsias1Aristides Bartzokas2Laboratory of Meteorology, Department of Physics, University of Ioannina, 45110 Ioannina, GreeceLaboratory of Meteorology, Department of Physics, University of Ioannina, 45110 Ioannina, GreeceLaboratory of Meteorology, Department of Physics, University of Ioannina, 45110 Ioannina, GreeceAn objective definition of climatologically homogeneous areas in the southern Balkans is attempted with the use of daily 0.25° × 0.25° ERA5 meteorological data of air temperature, dew point, zonal and meridional wind components, Convective Available Potential Energy, Convective Inhibition, and total cloud cover. The classification of the various grid points into climatologically homogeneous areas is carried out by applying Principal Component Analysis and K-means Cluster Analysis on the mean spatial anomaly patterns of the above parameters for the 10-year period of 2008 to 2017. According to the results, 12 climatologically homogenous areas are found. From these areas, eight are mainly over the sea and four are mainly over the land. The mean intra-annual variations of the spatial anomalies of the above parameters reveal the main climatic characteristics of these areas for the above period. These characteristics refer, for example, to how much warmer or cloudy the climate of a specific area is in a specific season relatively to the rest of the geographical domain. The continentality, the latitude, the altitude, the orientation, and the seasonal variability of the thermal and dynamic factors affecting the Mediterranean region are responsible for the climate characteristics of the 12 areas and the differences among them.https://www.mdpi.com/2225-1154/6/4/96Mediterranean climatecluster analysisobjective classificationERA5
collection DOAJ
language English
format Article
sources DOAJ
author Christos J. Lolis
Georgios Kotsias
Aristides Bartzokas
spellingShingle Christos J. Lolis
Georgios Kotsias
Aristides Bartzokas
Objective Definition of Climatologically Homogeneous Areas in the Southern Balkans Based on the ERA5 Data Set
Climate
Mediterranean climate
cluster analysis
objective classification
ERA5
author_facet Christos J. Lolis
Georgios Kotsias
Aristides Bartzokas
author_sort Christos J. Lolis
title Objective Definition of Climatologically Homogeneous Areas in the Southern Balkans Based on the ERA5 Data Set
title_short Objective Definition of Climatologically Homogeneous Areas in the Southern Balkans Based on the ERA5 Data Set
title_full Objective Definition of Climatologically Homogeneous Areas in the Southern Balkans Based on the ERA5 Data Set
title_fullStr Objective Definition of Climatologically Homogeneous Areas in the Southern Balkans Based on the ERA5 Data Set
title_full_unstemmed Objective Definition of Climatologically Homogeneous Areas in the Southern Balkans Based on the ERA5 Data Set
title_sort objective definition of climatologically homogeneous areas in the southern balkans based on the era5 data set
publisher MDPI AG
series Climate
issn 2225-1154
publishDate 2018-12-01
description An objective definition of climatologically homogeneous areas in the southern Balkans is attempted with the use of daily 0.25° × 0.25° ERA5 meteorological data of air temperature, dew point, zonal and meridional wind components, Convective Available Potential Energy, Convective Inhibition, and total cloud cover. The classification of the various grid points into climatologically homogeneous areas is carried out by applying Principal Component Analysis and K-means Cluster Analysis on the mean spatial anomaly patterns of the above parameters for the 10-year period of 2008 to 2017. According to the results, 12 climatologically homogenous areas are found. From these areas, eight are mainly over the sea and four are mainly over the land. The mean intra-annual variations of the spatial anomalies of the above parameters reveal the main climatic characteristics of these areas for the above period. These characteristics refer, for example, to how much warmer or cloudy the climate of a specific area is in a specific season relatively to the rest of the geographical domain. The continentality, the latitude, the altitude, the orientation, and the seasonal variability of the thermal and dynamic factors affecting the Mediterranean region are responsible for the climate characteristics of the 12 areas and the differences among them.
topic Mediterranean climate
cluster analysis
objective classification
ERA5
url https://www.mdpi.com/2225-1154/6/4/96
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AT aristidesbartzokas objectivedefinitionofclimatologicallyhomogeneousareasinthesouthernbalkansbasedontheera5dataset
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