INTERNATIONAL JOURNAL OF CLIMATOLOGY Int. J. Climatol. 24: 1745–1758 (2004) Published online in Wiley InterScience (www.interscience.wiley.com). DOI: 10.1002/joc.1111 RELATIONSHIP BETWEEN ATMOSPHERIC CIRCULATION TYPES OVER GREECE AND WESTERN–CENTRAL EUROPE DURING THE PERIOD 1958–97 a CHRISTINA ANAGNOSTOPOULOU,a HELENA FLOCAS,b PANAGIOTIS MAHERASa, * and IOANNIS PATRIKASc Department of Meteorology and Climatology, School of Geology, Aristotle University of Thessaloniki, Thessaloniki, Greece b Laboratory of Meteorology, Department of Applied Physics, University of Athens, Athens, Greece c Division of Hydraulics, Faculty of Technology, Aristotle University of Thessaloniki, Thessaloniki, Greece Received 17 January 2003 Accepted 23 February 2004 ABSTRACT An attempt is made to examine the relationship of the surface circulation prevailing over Europe with the corresponding surface and 500 hPa over Greece by correlating Lamb weather types for western Europe and Hess and Brezowsky (HB) types for central Europe with those derived from a new classification scheme for the Greek area. It was found that it was difficult to formulate rules controlling the frequency distributions of the circulation types over the Greek area in relation to the circulation over western and central Europe. However, statistically significant correlation was found between certain types with high frequency, which is greater between Lamb and HB types with the surface circulation types over the Greek area, compared with 500 hPa circulation types. For the most correlated pairs, seasonal composites of mean sea-level pressure and 500 hPa geopotential height anomalies demonstrated that the formation of the circulation types over the Greek area depends on the extent, intensity of the anticyclonic or cyclonic centres, air mass characteristics, and stability profile in the lower troposphere over the regions examined, but especially over the central and eastern Mediterranean. Copyright  2004 Royal Meteorological Society. KEY WORDS: circulation types; Greece; western–central Europe; correlation analysis; frequency distribution 1. INTRODUCTION The relationship between the atmospheric circulation over different regions, in terms of teleconnections and their implications for the regional climate, is the subject of considerable research in the last few decades. Atmospheric teleconnection is defined as the correlation between statistically significant and persistent anomalies of atmospheric circulation at sea level or upper levels over two or more regions, which could be adjacent or at great distances. Two different approaches have been adopted so far for the identification of possible teleconnections. In the first approach, the teleconnections of atmospheric pressure or geopotential height are associated with the occurrence of extreme events with respect to temperature or rainfall over a specified region on a daily, monthly, seasonal or annual basis (Metaxas, 1974; Metaxas et al., 1992; Maheras et al., 1999a,b). In the second approach, the teleconnections are investigated independently of the occurrence of extreme events (Conte et al., 1989; Kutiel and Benaroch, 2002). The most widely known teleconnection at sea level is that of the southern oscillation being related to the El Niño phenomenon (ENSO). Xoplaki (2002) has investigated possible impacts of ENSO on the Mediterranean climate. However, except for northwestern France, non-significant connections for summer air temperature and precipitation have been found (Xoplaki, 2002). Another widely known sea-level teleconnection is the North Atlantic oscillation (NAO), which plays an important role in the weather and climate of many * Correspondence to: Panagiotis Maheras, Department of Meteorology and Climatology, School of Geology, Aristotle University of Thessaloniki, 54006 Greece; e-mail: [email protected] Copyright  2004 Royal Meteorological Society 1746 C. ANAGNOSTOPOULOU ET AL. European regions, mainly during winter (van Loon and Rogers, 1978; Hurrell, 1995, 2001; Stephenson et al., 2000; Wanner et al., 2001). Other teleconnections with implications in the regional climate of many European regions include the southern Europe–North Atlantic pattern at sea level (Kutiel and Kay, 1992) and eastern Atlantic pattern at 700 hPa (Esbensen, 1984). The role of the above-mentioned teleconnections in influencing the Mediterranean climate is still under investigation, and no definite conclusions have been drawn. Furthermore, Conte et al. (1989) suggested the existence of a teleconnection in the annual geopotential height fields at 500 hPa between the two extremes of the Mediterranean basin that was defined as the Mediterranean oscillation. Recent studies demonstrated that this oscillation is reflected in the time series of temperature and rainfall between the western and eastern Mediterranean (Kutiel et al., 1996; Maheras et al., 1997, 1999a,b; Douguédroit, 1998; Kutiel and Maheras, 1998; Kutiel and Paz, 1998; Maheras and Kutiel, 1999). More recently, Kutiel and Benaroch (2002) and Kutiel et al. (2002) supported the existence of a new upper level teleconnection, the North Sea–Caspian pattern, that develops between the two regions with apparent implications for the eastern Mediterranean climate. The objective of this study is to investigate the relationship between the surface circulation over western–central Europe and the corresponding circulation at the surface and at 500 hPa over the Greek area, not in terms of atmospheric teleconnections (a method that has been widely used in the international literature), but rather by correlating circulation types for the two regions examined, as derived from available classification catalogues for a period of 40 years (1958–1997). 2. DATA AND METHODOLOGY The surface atmospheric circulation over the Greek area has been classified on a daily basis according to Maheras et al. (2000a), and the 500 hPa atmospheric circulation has similarly been classified according to Maheras et al. (2000b). Both classification schemes are automatic, semi-objective and were developed using spatial methods of topology and geometry. The schemes employed the 40 year (1958–97) National Centers for Environmental Prediction reanalysis gridded dataset of mean daily sea-level pressure and 500 hPa geopotential height, with resolution 2.5° × 2.5° within the European region of 20–65 ° N and 20 ° W–50 ° E. The Greek area is represented by eight grid points. More specifically, regarding the surface circulation over the Greek area (hereafter referred to as SLP types, 20 synoptic types have been distinguished according to the location of the anticyclonic and cyclonic centres with respect to Greece: six anticyclonic, eight cyclonic, two mixed and four special. Regarding the 500 hPa circulation (hereafter referred to as 500 hPa) over the Greek area, 14 synoptic types have been similarly distinguished: six anticyclonic and eight cyclonic. Tables I and II describe the main characteristics of the 500 hPa and SLP types, and specify the relative frequency of their appearance per season during the period examined. The surface circulation over western Europe has been classified on a daily basis according to Lamb weather types (Lamb, 1972), following the objective scheme developed by Jenkinson and Collison (1977) that employed grid point mean sea-level pressure data covering the region 50–60 ° N and 10 ° W–2 ° E. The Lamb scheme recognizes two basic types, i.e. anticyclonic (A) and cyclonic (C); eight directional types, i.e. westerly (W), northerly (N), easterly (E), southerly (S), northwesterly (NW), northeasterly (NE), southeasterly (SE), southwesterly (SW); and 16 hybrid types where more than one individual basic type exists. In this study, the Lamb scheme was employed for the period 1958–97 as published by Jones et al. (1993). For the day-by-day classification of the surface circulation over central Europe the Grosswetterlagen scheme, as described by Hess and Brezowsky (1969), has been employed. This scheme recognizes 29 types: 4 zonal, 18 meridional and 7 mixed (or half-meridional) types. For the purposes of the present study, the updated catalogue of Hess and Brezowsky (HB) types, as published by the German Federal Weather Service (Deutscher Wetterdienst), has been used for the period 1958–97 (Hess and Brezowsky, 1969). Table III presents the characterization of Lamb and HB types, and their relative frequency on a seasonal basis for the period examined. Copyright  2004 Royal Meteorological Society Int. J. Climatol. 24: 1745–1758 (2004) ATMOSPHERIC CIRCULATION OVER GREECE AND THE WESTERN–CENTRAL MEDITERRANEAN 1747 Table I. Circulation types at 500 hPa level over the Greek area, along with a brief description of their synoptic characteristics and the relative frequency of appearance on a seasonal basis during the period 1958–97 Code Type number Description Winter Spring Summer Autumn (DJF) (MAM) (JJA) (SON) Anticyclonic types 1 A1 An anticyclonic centre is located to the west or northwest of the Greek area, usually over west, central or northern Europe 2 A2 An anticyclonic centre is located to the northeast of the Greek area 3 A3 An anticyclonic centre is located over the Balkans and the Greek area 4 A4 An anticyclonic centre is located to the west or southwest of the Greek area, over central or western Mediterranean or North Africa 5 A5 An anticyclonic centre is located to the south or southeast of the Greek area. It does not occur in summer 6 A6 An anticyclonic centre is located to the east or northeast of the Greek area Cyclonic types 7 C 8 Cs 9 Csw 10 11 12 13 Cnw Cne Cse Cn 14 Cw Relative frequency (%) A cyclonic centre is located over the Greek area A cyclonic centre is located south of the Greek area A cyclonic centre is located west or southwest of the Greek area A cyclonic centre is located northwest of the Greek area A cyclonic centre is located northeast of the Greek area A cyclonic centre is located southeast of the Greek area A cyclonic centre is located north of the Greek area, usually much further north than 50 ° N A cyclonic centre is located far west (at about 50 ° E) or far northeast (at about 50 ° N) of the Greek area 3.8 7.0 13.5 8.8 4.6 4.5 8.2 6.1 5.8 6.7 12.0 12.0 11.2 8.7 11.7 13.9 6.1 8.3 11.3 9.0 3.6 4.3 6.3 3.8 11.0 9.1 19.0 13.0 9.7 14.7 13.1 3.9 7.0 13.0 5.2 11.5 4.2 13.5 1.7 0.7 5.8 10.1 2.6 0.9 3.6 7.9 0.5 0.2 4.0 8.6 0.9 0.3 5.5 3.6 1.0 2.9 A first attempt to relate the circulation over the Greek area to the circulation over northwestern and central Europe has been done, and the possible dependence was studied by means of contingency tables between the following pairs of circulation schemes for the period 1958–97: (a) 500 hPa and Lamb; (b) 500 hPa and HB; (c) SLP and Lamb; (d) SLP and HB. In order to account for any seasonal variations, the contingency tables were further examined on a seasonal basis. Then, the correlation coefficients between the circulation types for each season were calculated: (a) Lamb types and each of the 500 hPa types over the Greek area; (b) between Lamb types and each of the SLP types over the Greek area; (c) the HB types and each of the 500 hPa types over the Greek area; (d) between the HB types and each of the SLP types over the Greek area. More specifically, the correlation coefficients were calculated using the frequencies per year for each type of the one classification with each type of the other classification. Finally, when high correlation is identified between a circulation pattern over the Greek area and a circulation pattern over northwestern or central Europe, seasonal composite maps of mean sea-level pressure and 500 hPa geopotential height anomalies were constructed in order to investigate this relationship further. Copyright  2004 Royal Meteorological Society Int. J. Climatol. 24: 1745–1758 (2004) 1748 C. ANAGNOSTOPOULOU ET AL. Table II. Circulation types in SLP over the Greek area, along with a brief description of their synoptic characteristics and the relative frequency of appearance on a seasonal basis during the period 1958–97 Code Type number Description Winter Spring Summer Autumn (DJF) (MAM) (JJA) (SON) Anticyclonic types 1 A1 A high-pressure system is centred to the west or northwest of the Greek area, usually over west, central or northern Europe 2 A2 A high-pressure system is centred to the northeast of the Greek area 3 A3 A high-pressure system is centred over the Balkans and the Greek area 4 A4 A high-pressure system is centred to the west or southwest of the Greek area, over central or western Mediterranean or North Africa. 5 A5 A high-pressure system is centred to the east or southeast of the Greek area 6 A6 A high-pressure system is centred to the west, northwest, north or northeast of the Greek area. Positive geopotential height anomaly at 500 hPa over Greece Cyclonic types 7 C 8 Cs 9 Csw 10 11 12 13 Cnw Cne Cse Cn 14 Cw Mixed types 15 Mt1 16 Mt2 Relative frequency (%) A low-pressure centre is located over the Greek area A low-pressure centre is located south of the Greek area A low-pressure centre is located west or southwest of the Greek area A low-pressure centre is located northwest of the Greek area A low-pressure centre is located northeast of the Greek area A low-pressure centre is located southeast of the Greek area A low-pressure centre is located north, usually much further north than 50 ° N, of the Greek area A low-pressure centre is located far west (at about 50 ° E) or far northeast (at about 50 ° N) of the Greek area An anticyclone is located to the west of the Greek area covering most of it and a cyclonic centre to the east of the Greek area Anticyclonic circulation covers the whole of Europe and the Balkans, but to the south over the central and eastern Mediterranean low-pressure systems dominate Special types 17 Dsec The thermal low from Southeast Asia extends to the west and covers the Greek area (from June to September). Positive geopotential height anomaly at 500 hPa 18 Mb1 Weak pressure gradient over the Mediterranean. Low pressure values over the Greek area 19 Mb2 Weak pressure gradient over the Mediterranean. High pressure values over the Greek area 20 Dor During the warm season, similar to A1, A2, A3, Cse, MB1,2, but a cold pool (cut off low) appears at 500 hPa Copyright  2004 Royal Meteorological Society 7.3 11 13 13 7.1 4.9 3.3 9.3 4.4 3 2.6 6 3.1 3.3 4 2.6 3 5.5 0.4 1.9 5.8 4.9 7.3 7.9 6.5 3.2 7.3 3.7 4.4 6.9 0.8 0.2 0.8 2.6 1.1 3.5 5.5 10 1.4 5.4 7.2 13 4.5 3.3 2.7 6 7.3 1.4 4.4 4.9 4.6 3.3 5.8 3.8 0 3.3 2.7 3.6 5.1 4.9 9.5 4.3 0 5.1 0 0 23 2.7 2.6 4.2 3.1 9.2 8.5 6.7 0 0 12 4.5 11 3.6 Int. J. Climatol. 24: 1745–1758 (2004) ATMOSPHERIC CIRCULATION OVER GREECE AND THE WESTERN–CENTRAL MEDITERRANEAN 1749 Table III. Lamb circulation types at mean sea level over western Europe and HB circulation types at mean sea level over central Europe, along with the relative frequency of appearance on a seasonal basis during the period 1958–97 Lamb type A ANE AE ASE AS ASW AW ANW AN NE E SE S SW W NW N C CNE CE CSE CS CSW CW CNW CN Relative frequency (%) HB type Winter Spring Summer Autumn 18.9 1.2 2.0 1.1 1.3 1.2 3.3 1.2 1.3 0.9 5.0 3.0 6.2 5.7 18.9 4.3 3.6 12.7 0.2 1.1 0.4 0.9 0.7 3.0 1.0 1.0 18.2 2.0 3.2 1.2 1.0 1.3 3.2 1.5 2.5 1.8 6.7 2.5 4.9 2.7 12.4 3.7 6.0 15.9 0.8 1.5 0.7 1.5 0.6 1.8 1.1 1.6 22.9 1.1 2.1 0.9 0.8 1.1 5.1 2.2 2.4 1.3 2.2 1.0 2.7 2.7 15.0 5.4 4.6 18.1 0.4 1.2 0.3 0.6 0.6 2.9 1.1 1.2 19.9 1.2 1.2 1.2 1.1 1.4 4.8 1.1 1.5 0.8 2.9 2.5 5.7 4.9 16.9 4.1 4.0 15.4 0.6 1.3 0.4 1.4 0.7 2.9 0.7 1.2 WA WZ WS WW SWA SWZ NWA NWZ HM BM TM NA NZ HNA HNZ HB TRM NEA NEZ HFA HFZ HNFA HNFZ SEA SEZ SA SZ TB TRW Relative frequency (%) Winter Spring Summer Autumn 5.5 19.3 5.2 2.8 2.7 4.4 1.2 6.0 7.8 8.9 1.3 0.6 2.9 2.5 2.2 2.9 3.4 0.5 0.9 2.2 1.7 0.8 2.4 3.1 2.3 1.9 1.7 1.3 2.0 2.9 11.7 2.4 2.4 2.4 3.9 1.7 5.1 4.4 8.7 3.9 1.2 3.5 2.8 3.0 3.1 4.2 2.3 2.1 4.6 2.4 2.5 2.3 2.4 1.8 1.7 0.6 2.5 7.2 8.1 15.0 2.3 1.7 2.8 2.3 2.6 5.1 6.6 10.9 1.9 1.1 2.3 2.2 2.2 3.6 4.9 3.1 2.7 3.5 1.6 1.9 1.9 0.7 0.1 0.5 0.1 2.7 5.6 6.3 18.2 2.1 2.8 4.1 4.5 3.1 2.6 8.6 10.3 1.9 0.2 2.2 1.7 0.6 3.6 5.1 0.4 1.0 2.2 1.5 0.3 1.1 2.2 1.2 3.2 1.1 2.7 4.9 3. FREQUENCY DISTRIBUTION ANALYSIS Figure 1(a) shows the frequency distribution of the 500 hPa circulation types over the Greek area in winter. It can be seen that the cyclonic types occur most frequently over the Greek area (Figure 1(a)) during this season, with the maximum frequency (19%) being attributed to type Csw. Figure 1(b)–(d) presents the frequency distribution of the same types when the most frequent Lamb types (see Table III), A, W and C respectively, predominate over western Europe in winter, as derived from the contingency tables between the two classification schemes. The comparison of these with Figure 1(a) reveals that the frequency distribution of the 500 hPa types over Greece does not change significantly when different circulation types prevail over western Europe. Likewise, the frequency distributions of the 500 hPa circulation types in winter when the most frequent HB types WZ and BM (see Table III) prevail over central Europe (Figure 1(e) and (f)) seem to be slightly affected compared with Figure 1(a). Similar results are obtained for the frequency distributions of 500 hPa types when they are associated with different Lamb and HB types for other seasons, i.e. spring, summer and autumn (not shown). Regarding the SLP types over the Greek area, Figure 2(a) shows their frequency distribution in autumn, where A1 and Mb2 show higher frequencies. It can be seen that the connection of the SLP types to Lamb types A and C (see Figure 2(b) and (c)) that principally dominate over western Europe in autumn, as well Copyright  2004 Royal Meteorological Society Int. J. Climatol. 24: 1745–1758 (2004) 1750 C. ANAGNOSTOPOULOU ET AL. (b) Lamb type A, winter 35 30 30 relative frequency (%) relative frequency (%) (a) 500hPa, winter 35 25 20 15 10 5 0 25 20 15 10 5 0 A1 A2 A3 A4 A5 A6 C Cs Csw Cnw Cne Cse Cn Cw A1 A2 A3 A4 A5 A6 (c) Lamb type W, winter (d) Lamb type C, winter relative frequency (%) relative frequency (%) 30 25 20 15 10 5 A1 A2 A3 A4 A5 A6 C 30 25 20 15 10 5 0 Cs Csw Cnw Cne Cse Cn Cw A1 A2 A3 A4 A5 A6 (e) Hess and Brezowsky type WZ, winter C Cs Csw Cnw Cne Cse Cn Cw (f) Hess and Brezowsky type BM, winter 35 35 relative frequency (%) relative frequency (%) Cs Csw Cnw Cne Cse Cn Cw 35 35 0 C 30 25 20 15 10 5 0 30 25 20 15 10 5 0 A1 A2 A3 A4 A5 A6 C Cs Csw Cnw Cne Cse Cn Cw A1 A2 A3 A4 A5 A6 C Cs Csw Cnw Cne Cse Cn Cw Figure 1. (a) Frequency distribution of 500 hPa types over the Greek area in winter. (b) Frequency distribution of 500 hPa types over the Greek area in winter when Lamb circulation type A prevails over western Europe. (c) As in (b), but for type W. (d) As in (b), but for type C. (e) Frequency distribution of 500 hPa type over the Greek area in winter when HB circulation type WZ prevails over central Europe. (f) As in (e), but for type BM as the connection to the most frequent HB types WZ and BM over central Europe (see Figure 2(d) and (e)), does not seem to affect their frequency distribution considerably. However, it should be mentioned that the derived differences are enhanced more than those derived from the comparison between 500 hPa types and Lamb types or HB types (see Figure 1). This could be attributed to the fact that the surface circulation over western Europe is expected to be related more to the surface circulation over Greece, rather to the 500 hPa circulation. Similar results are deduced for the relationship between the SLP and Lamb and HB types for the other seasons (not shown). Therefore, it is suggested that the frequency distribution of the SLP and 500 hPa types over Greece does not depend substantially on the circulation type prevailing over western and central Europe. Moreover, it can be supported that, in terms of frequency distributions, no remarkable connection rules can be formulated between the circulation of western–central Europe and the circulation over Greece for individual seasons. A further approach is to examine the correlation coefficients in order to identify any possible relationship. 4. CORRELATION ANALYSIS The correlation coefficients were calculated for the pairs of types Lamb–500 hPa, HB–500 hPa, Lamb–SLP and HB–SLP for every season separately. The estimated correlation coefficients were then checked for their statistical significance at the α = 0.05 level, employing the t-distribution with n − 2 degrees of freedom Copyright  2004 Royal Meteorological Society Int. J. Climatol. 24: 1745–1758 (2004) ATMOSPHERIC CIRCULATION OVER GREECE AND THE WESTERN–CENTRAL MEDITERRANEAN (a) SLP, autumn (b) Lamb type A, autumn 20 relative frequency (%) relative frequency (%) 20 15 10 5 0 A1 A3 A5 C Csw Cne Cn 15 10 5 0 Mt1 Dsec Mb2 A1 (c) Lamb type C, autumn A3 A5 C Csw Cne Cn Mt1 Dsec Mb2 (d) Hess and Brezowsky WZ, autumn 20 20 relative frequency (%) relative frequency (%) 1751 15 10 5 15 10 5 0 0 A1 A3 A5 C Csw Cne Cn A1 Mt1 Dsec Mb2 A3 A5 C Csw Cne Cn Mt1 Dsec Mb2 (e) Hess and Brezowsky BM, autumn relative frequency (%) 20 15 10 5 0 A1 A3 A5 C Csw Cne Cn Mt1 Dsec Mb2 Figure 2. (a) Frequency distribution of SLP (surface) circulation types over the Greek area in autumn. (b) Frequency distribution of SLP types over the Greek area in autumn when Lamb type A prevails over western Europe. (c) As in (b), but for type C. (d) Frequency distribution of SLP types over the Greek area in autumn when WZ HB type prevails over central Europe. (e) As in (d), but for type BM (where n is the number of correlated pairs between Lamb and HB circulation types with SLP and 500 hPa types for each season). Positive correlation means that the increase (or decrease) of the frequency of SLP (or 500 hPa) classification types corresponds to an increase (or decrease) of the frequency of Lamb or HB classification types. On the other hand, negative correlation means that an increase of the frequency of SLP or 500 hPa classification types corresponds to a decrease of the frequency of Lamb or HB classification types, and a decrease of the frequency of SLP or 500 hPa classification types corresponds to an increase of the frequency of Lamb or HB classification types. Table IV displays the statistically significant correlations between Lamb and HB types with 500 hPa types for each season. It can be seen that stronger positive correlations are observed in winter, when the highest positive correlation (0.63) is observed between type SW over western Europe and anticyclonic type A2 over the Greek area. No negative correlation was found in winter; the most statistically significant negative Copyright  2004 Royal Meteorological Society Int. J. Climatol. 24: 1745–1758 (2004) 1752 C. ANAGNOSTOPOULOU ET AL. Table IV. Statistically significant (at the 0.05 level) seasonal correlation between Lamb types over western Europe and HB types over central Europe with 500 hPa types over Greek area and with SLP types over Greek area. The corresponding correlation coefficients are included in parentheses Lamb–500 hPa HB–500 hPa Lamb–SLP HB–SLP Winter AW–A1 (0.46) AW–Csw (0.4) SW–A2 (0.63) W–A2 (0.4) WA–A2 (0.4) WA–A6 (0.43) WA–Cs (−0.41) WA–Cne (−0.4) WZ–Cw (−0.53) HM–A1 (0.47) A–A1 (0.59) A–Csw (−0.45) AE–Cnw (0.49) E–Cnw (0.43) E–Cne (0.41) E–Mb2 (−0.44) S–A2 (0.47) SW–A3 (0.42) W–A4 (0.58) W–Cnw (−0.45) NW–Cn (0.41) N–Csw (0.4) C–A1 (−0.43) Spring S–A3 (−0.43) N–Cs (0.52) C–A1 (0.4) WW–Csw (0.46) HFA–C (0.43) E–Cs (0.44) SE–Csw (0.4) W–A1 (0.4) Summer NE–A3 (0.49) N–A1 (−0.4) BM–A4 (−0.46) NWZ–Csw (0.51) NEA–C (0.43) Autumn W–A1 (0.48) A–Cnw (−0.45) A–Dsec (−0.57) CE–Dsec (0.43) CNW–Dsec (0.45) A–A1 (0.5) SE–Mt2 (0.43) N–Cnw (0.43) C–A1 (−0.5) CNE–Mb2 (0.49) WA–A3 (0.52) WA–A4 (0.41) WA–A6 (0.5) WA–Csw (−0.45) WA–Mb2 (0.54) WZ–A4 (0.53) WZ–Cnw (−0.47) WS–Cn (0.51) TRM–Csw (0.51) HNFZ–Cne (0.56) HNFZ–Cw (0.51) SEA–A2 (0.56) SEZ–A2 (0.42) SA–A2 (0.64) WA–A6 (0.41) NEA–Dor (0.44) HFA–Cs (0.54) HMFZ–Cne (0.52) TRW–Mb2 (0.47) HFZ–Cne (0.43) WZ–A6 (0.44) BM–Dor (0.44) coefficients are observed in spring between S and A3 (−0.43), and in summer between N and A1 (−0.4). The only statistically significant correlation in autumn is found between W and A1 (0.48). Similar to Lamb types, the best correlations between HB types over central Europe and the 500 hPa types over the Greek area are also achieved in winter, with the pairs HM–A1 and WZ–Cw being associated with the highest coefficients, 0.47 and −0.53 respectively (Table IV). However, a higher percentage of statistically significant correlations is observed for HB types in winter, compared with Lamb types, indicating that the surface circulation over central Europe, rather than over western Europe, is related better to the 500 hPa circulation over the Greek area during this season. No statistically significant correlation is found for autumn. The statistically significant correlations between Lamb and HB types with SLP types for each season are also displayed in Table IV. In general, greater correlations are observed between the surface circulation over western Europe and the Greek area, compared with 500 hPa circulation over the Greek area. This is consistent with the results that the frequency distribution of the 500 hPa types remained almost unchanged for different Lamb types, whereas the SLP distribution appears rather affected occasionally. Particularly high percentages of statistically significant correlation coefficients are observed during winter. The highest positive correlation coefficients (0.59) were found for Lamb type A with the SLP type A1 and for W with A4 (0.58). Also worth mentioning is the association of type E (which denotes an anticyclone stretching from Scandinavia to Iceland) with types Cnw and Cne in winter but with type Cs in spring, leading to the formation of Saharan depressions. Copyright  2004 Royal Meteorological Society Int. J. Climatol. 24: 1745–1758 (2004) ATMOSPHERIC CIRCULATION OVER GREECE AND THE WESTERN–CENTRAL MEDITERRANEAN 1753 Similar to Lamb types, a higher correlation is also found between the HB types with surface circulation over the Greek area, compared with 500 hPa circulation, and a high percentage of statistically significant correlation coefficients was estimated for winter. Lower correlations were found in the other seasons (Table IV). 5. SEASONAL COMPOSITE MAPS In order to investigate further the relationship between the circulation over western and central Europe and the circulation over the Greek area, seasonal composite maps of mean sea-level pressure and 500 hPa geopotential height anomalies were constructed for the most statistically significant correlated pairs of Lamb–SLP types, Lamb–500 hPa types, HB–SLP types and HB–500 hPa types (Table IV). The composite maps were constructed for each case where there were common appearances for both classification types for each season. Figure 3 displays seasonal composites of mean sea-level pressure for selected correlated pairs of Lamb and SLP types. Lamb type A presents statistically significant correlation with more than one SLP type over the Greek area: in winter with A1 (Figure 3(a)) and Csw (Figure 3(b)); in summer with Dsec (Figure 3(e)) and Cnw (Figure 3(f)); in autumn with A1 (not shown). This can be attributed to its large spatial extent and the different types of air mass that it consists of. In this type of correlation, the most significant role is played by the stability structure of the atmosphere. When the atmosphere is stable over the whole of Europe and the Mediterranean, then type A1 dominates over the Greek area. When the atmosphere is stable over the whole of Europe but rather unstable over the central Mediterranean, then the Greek area is characterized by the cyclonic types Csw or Cnw. Finally, when the atmosphere over the whole of western–central Europe is stable, but unstable over the eastern Mediterranean, due to thermal factors in summer, then type Dsec prevails over the Greek area. Lamb type W, which occurs when an anticyclone is centred south of the British Isles and low pressure to the north, results in zonal flow over western Europe in winter that steers depressions into central Europe and mainly over northern Italy, and is thus associated with the predominance of the type Cnw over the Greek area (Figure 3(d)). However, if the zonal flow is strong and extends along northern Europe, then anticyclonic circulation of type A4 is established over the Mediterranean (Figure 3(c)). Figure 4 displays seasonal composites of mean sea-level pressure for selected correlated pairs of HB and SLP types. As can be seen, HB types WA and WZ are related to various types of circulation over the Greek area, since both are characterized by zonal flow over central Europe, but are combined with different circulation patterns over the Mediterranean and eastern Europe. When the zonal flow WA is combined with anticyclonic circulation over the Mediterranean, then high-pressure values are also established over the Greek area in winter and spring. Depending on the location of the anticyclonic centre and the extent of the anticyclone, this type of circulation can be related to Mb2 type (Figure 4(a)) when the centre is located over the western basin of the Mediterranean, to A3 (Figure 4(b)) when the centre is located over the Balkans, or to A6 (Figure 4(c)) when the centre is located over the western basin but the anticyclone is rather extended to the east. When the zonal flow WZ is combined with cyclonic circulation over the Mediterranean, then type Cnw is more likely to occur over the Greek area in winter (Figure 4(d)). However, if the zonal flow extends further east, then type A4 prevails over the Greek area (Figure 4(e)). In autumn, the WZ type is more likely related to an anticyclone being centred over central Europe, resulting in the predominance of the A6 type over the Greek area (Figure 4(f)). Figure 5 displays seasonal composites of geopotential height anomalies at 500 hPa for selected correlated pairs of Lamb and 500 hPa types. It can also be seen that the same type of circulation over western Europe can lead to different types of 500 hPa circulation over the Greek area or vice-versa. For example, Lamb type N, which is characterized by an anticyclonic anomaly over western Europe, is related to either the cyclonic type Cs in spring (Figure 5(d)) or the anticyclonic type A1 in summer (Figure 5(f)). Furthermore, type A2 prevails over the Greek area when two different Lamb types occur over western Europe in winter, SW (Figure 5(b)) and W (Figure 5(c)). These differences are associated with the location of the cyclonic or anticyclonic centres, the extent and intensity of the corresponding circulation over western Europe, and also to the stability structure of the atmosphere over the two regions. It can also be Copyright  2004 Royal Meteorological Society Int. J. Climatol. 24: 1745–1758 (2004) 1754 C. ANAGNOSTOPOULOU ET AL. (b) A - Csw, winter (a) A - Al, winter 60.00 60.00 50.00 50.00 40.00 40.00 30.00 30.00 20.00 -20.00 -10.00 0.00 10.00 20.00 30.00 40.00 50.00 20.00 -20.00 -10.00 0.00 (d) W - Cnw, winter (c) W - A4, winter 60.00 60.00 50.00 50.00 40.00 40.00 30.00 30.00 20.00 -20.00 -10.00 0.00 10.00 20.00 30.00 40.00 50.00 20.00 -20.00 -10.00 0.00 60.00 60.00 50.00 50.00 40.00 40.00 30.00 30.00 10.00 20.00 30.00 40.00 50.00 10.00 20.00 30.00 40.00 50.00 (f) A - Cnw, summer (e) A - Dsec, summer 20.00 -20.00 -10.00 0.00 10.00 20.00 30.00 40.00 50.00 20.00 -20.00 -10.00 0.00 10.00 20.00 30.00 40.00 50.00 Figure 3. Seasonal composites of mean sea-level pressure for correlated pairs of Lamb–SLP types: (a) A–A1 for winter; (b) A–Csw for winter; (c) W–A4 for winter; (d) W–Cnw for winter; (e) A–Dsec for summer; (f) A–Cnw for summer seen that Lamb type AW is characterized by an anticyclonic anomaly over central Europe in winter, which is strongly related to the formation of an anticyclonic center to the northwest of the Greek area (type A1; Figure 5(a)). However, type A1 also prevails when a cyclonic anomaly forms over the British Isles (Lamb type C; Figure 5(e)). Similar results can be obtained with respect to seasonal composites of geopotential height anomalies at 500 hPa for selected correlated pairs of HB and 500 hPa types (Figure 6). For example, type WA can be related both to the anticyclonic type A2 (Figure 6(a)) and the cyclonic type Cs (Figure 6(b)) over the Greek area in winter, depending on the extent and intensity of the westerly flow over central Europe. Copyright  2004 Royal Meteorological Society Int. J. Climatol. 24: 1745–1758 (2004) ATMOSPHERIC CIRCULATION OVER GREECE AND THE WESTERN–CENTRAL MEDITERRANEAN (a) WA - Mb2, winter (b) WA - A3, winter 60.00 60.00 50.00 50.00 40.00 40.00 30.00 30.00 20.00 -20.00 -10.00 0.00 10.00 20.00 30.00 40.00 50.00 20.00 -20.00 -10.00 0.00 60.00 60.00 50.00 50.00 40.00 40.00 30.00 30.00 10.00 20.00 30.00 40.00 50.00 20.00 -20.00 -10.00 0.00 10.00 20.00 30.00 40.00 50.00 (f) WZ - A6, autumn (e) WZ - A4, winter 60.00 60.00 50.00 50.00 40.00 40.00 30.00 30.00 20.00 -20.00 -10.00 0.00 10.00 20.00 30.00 40.00 50.00 (d) WZ - Cnw, winter (c) WA - A6, spring 20.00 -20.00 -10.00 0.00 1755 10.00 20.00 30.00 40.00 50.00 20.00 -20.00 -10.00 0.00 10.00 20.00 30.00 40.00 50.00 Figure 4. Seasonal composites of mean sea-level pressure for correlated pairs of HB–SLP types: (a) WA–Mb2 for winter; (b) WA–A3 for winter; (c) WA–A6 for spring; (d) WZ–Cnw for winter; (e) WZ–A4 for winter; (f) WZ–A6 for autumn 6. CONCLUSIONS In this study an attempt was made to relate the surface atmospheric circulation over western and central Europe to the surface and upper air atmospheric circulation over the Greek area in terms of synoptic types. For this purpose, the Lamb classification scheme of weather types was employed for western Europe, the HB scheme for central Europe and the SLP and 500 hPa classification schemes of Maheras et al. (2000a,b) for the Greek area, using a common period of 40 years (1958–97). The analysis demonstrated that it is difficult to formulate rules controlling the circulation over the Greek area in relation to the circulation over western and central Europe for individual seasons. This can be partially Copyright  2004 Royal Meteorological Society Int. J. Climatol. 24: 1745–1758 (2004) 1756 C. ANAGNOSTOPOULOU ET AL. (a) AW - A1, winter (b) SW - A2, winter 60.00 60.00 50.00 50.00 40.00 40.00 30.00 30.00 20.00 -20.00 -10.00 0.00 10.00 20.00 30.00 40.00 50.00 20.00 -20.00 -10.00 0.00 (c) W - A2, winter (d) N - Cs, spring 60.00 60.00 50.00 50.00 40.00 40.00 30.00 30.00 20.00 -20.00 -10.00 0.00 10.00 20.00 30.00 40.00 50.00 20.00 -20.00 -10.00 0.00 60.00 60.00 50.00 50.00 40.00 40.00 30.00 30.00 10.00 20.00 30.00 40.00 50.00 10.00 20.00 30.00 40.00 50.00 (f) N - A1, summer (e) C - A1, spring 20.00 -20.00 -10.00 0.00 10.00 20.00 30.00 40.00 50.00 20.00 -20.00 -10.00 0.00 10.00 20.00 30.00 40.00 50.00 Figure 5. Seasonal composites of geopotential height anomalies at 500 hPa for correlated pairs of Lamb–500 hPa types: (a) AW–A1 for winter; (b) SW–A2 for winter; (c) W–A2 for winter; (d) N–Cs for spring; (e) C–A1 for spring; (f) N–A1 for summer attributed to the fact that different classification schemes were employed for the three regions examined, due to different synoptic characteristics of the prevailing surface circulation. However, statistically significant correlation was found between types with high frequency. Higher percentages of significant correlation coefficients are observed in winter for all pairs of types examined, compared with other seasons. Moreover, greater correlations are observed between Lamb and HB types with the surface circulation types SLP over the Greek area, compared with 500 hPa circulation types (except between SW Lamb type and A2 of 500 hPa anticyclonic type; correlation coefficient of 0.63). This is consistent with the results that the frequency distribution of the 500 hPa types remained almost unchanged for different Lamb types, while the SLP distribution appears rather affected occasionally. The Copyright  2004 Royal Meteorological Society Int. J. Climatol. 24: 1745–1758 (2004) ATMOSPHERIC CIRCULATION OVER GREECE AND THE WESTERN–CENTRAL MEDITERRANEAN 1757 (a) WA-A2, winter 60.00 50.00 40.00 30.00 20.00 -20.00 -10.00 0.00 10.00 20.00 30.00 40.00 50.00 30.00 40.00 50.00 (b) WA-Cs, winter 60.00 50.00 40.00 30.00 20.00 -20.00 -10.00 0.00 10.00 20.00 Figure 6. Seasonal composites of geopotential height anomalies at 500 hPa for correlated pairs of HB–500 hPa types: (a) WA–A2 for winter; (b) WA–Cs for winter highest correlation coefficients were estimated in winter between Lamb type SW and 500 hPa anticyclonic type A2, Lamb type A and SLP type A1, HB type SA and SLP type A2, HB type WZ and 500 hPa Cw. The highest correlation coefficients can be explained for the first case by the southwesterly circulation over western Europe (Lamb type SW), which establishes an anticyclonic circulation over eastern Europe (A2). In the second case, the appearance of one expanded anticyclone, whose centre is over Britain, covers both western Europe (A) and the Greek region (A1). There are similar explanations for HB and Lamb classification for the other seasons. However, owing to the low values of the correlation coefficients, the practical possibility of predicting a classification from another one is very limited. Thus, one should use this classification for climate evolution studies with care and only for each validation region. For the most correlated pairs, seasonal composites of mean sea-level pressure and 500 hPa geopotential height anomalies demonstrated that the formation of the circulation types over the Greek area depends on the extent and intensity of the anticyclonic or cyclonic centres, the air mass characteristics, and the stability profile in the lower troposphere over the regions examined, but especially over the central and eastern Mediterranean. Copyright  2004 Royal Meteorological Society Int. J. Climatol. 24: 1745–1758 (2004) 1758 C. ANAGNOSTOPOULOU ET AL. ACKNOWLEDGEMENTS This research was funded by the EC project STARDEX, under contract EVK2-CT-2001-00115. We would like to express our gratitude to the referees for their constructive comments and suggestions. REFERENCES Conte M, Giuffrida A, Tedesco S. 1989. The Mediterranean oscillation. Impact on precipitation and hydrology in Italy. In Conference on: Climate Water, 11–15 September 1989. 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