Hourly wind velocity exceedence maps of Turkey

Save this PDF as:
 WORD  PNG  TXT  JPG

Size: px
Start display at page:

Download "Hourly wind velocity exceedence maps of Turkey"

Transcription

1 Energy Conversion and Management 44 (2003) Hourly wind velocity exceedence maps of Turkey Ahmet Duran Sßahin * Energy Group, Department of Meteorology, Istanbul Technical University, Maslak 80626, Istanbul, Turkey Received 11 October 2001; accepted 7 February 2002 Abstract Risk analysis is one of the very important topics in engineering applications and scientific researches. In wind engineering, the possible extreme wind velocities constitute the basic targets in risk evaluations. In practice, lower extremes are significant for low energy generation possibilities and for power-cut risks, depending on the turbine type. However, upper extremes endanger the stability of the wind turbines. Additionally, the maxima of wind velocity variations have fundamental importance in engineering structural designs. Besides, from the meteorological point of view, maximum wind velocities directly relate to storms and thunderstorms. In this paper, wind velocity exceedence maps over 10, 12, 15 and 20 m/s are produced for Turkey, and the necessary interpretations are given. These maps show that especially the western part of Turkey and, particularly, coastal areas are risky locations for structural stability and wind erosion. Ó 2002 Elsevier Science Ltd. All rights reserved. Keywords: Risk analysis; Risk value; Structure; Wind energy; Wind velocity 1. Introduction As is well known, wind occurrences depend on different cooling and heating phenomena within the lower atmosphere and over the earth surfaces. These are called, in general, gradient winds. In addition, meteorological systems move from one place to another by generative wind velocities. Most of these winds occur under different pressure systems, which are called meteorological systems, and they are influenced to a certain extent by topographic conditions. It is this system of winds that gives rise to occasional extreme wind velocities. These conditions must be predicted prior to any wind farm planning, siting, design, operation and maintenance. Of course, if these * Tel.: ; fax: address: (A.D. Sßahin) /02/$ - see front matter Ó 2002 Elsevier Science Ltd. All rights reserved. PII: S (02)

2 550 A.D. Sßahin / Energy Conversion and Management 44 (2003) extreme values are known, then it is possible to arrive at a risk decision rather easily. Wind velocity risks have significance for construction of buildings, bridges, choosing settlement locations, predicting wind erosion and evaluation of optimum wind energy potentials. In wind energy researches, and especially in turbine design cut-in and cut-out velocities, risk levels must be searched [1 4]. For the extraction of extreme wind speeds, two methods are in current use. First, when a sufficiently long time series of meteorological data are available, it is possible to identify the individual storms, and then the method of independent storms should be adopted. Contrarily, in cases where the time series data is limited to annual largest values only, then the usual choice is the Gumbel Lieblien Blue method [5]. In practice, most often, many wind engineers use the Gumbel method as a procedure for analysing data without being familiar with its underlying theoretical basis. Both the theory and practice were described originally in the book by Gumbel [6], but this also contains a wealth of other information from which it is not easy to extract the material required. Additionally, Gumbel revisited extreme values statistics as applied to wind speed by Harris [7]. On the other hand, Sßen [3] took into account statistical investigation of wind energy reliability and its application to Turkey. Also, Sßahin and Sßen [8] looked at extreme wind speeds by a first order Markov-chain model. Additionally, the areal wind characteristics of the western and north western parts of Turkey are considered by Sßen and Sßahin [9,10]. They also searched the change of areal wind energy for all Turkey. Furthermore, Oztopal et al. [11] constructed maps of average wind energy for Turkey. However, in all these researches, no regional risk values were considered. Hence, it is the main purpose of this paper to present extreme velocity regional exceedence maps for Turkey. 2. Data and application In this paper, 68 wind speed measurement stations with five years hourly wind speed data are considered. The record interval of wind speed values is These stations have different characteristics from each other because of topographical and local climatological conditions. In Table 1, one can see the topographic characteristics of each station. First of all, the number of exceedence hours greater than or equal to a set of base wind speeds is calculated for each station. Herein, the base wind velocities are considered as 10, 12, 15 and 20 m/s. The number of exceedences are shown in Table 1. After that, maps of equal exceedences number contours are constructed at 10, 12and 15 m/s levels. For instance, Fig. 1a shows the 10 m/s base wind velocity exceedence number at unit intervals. It is apparent from this figure that some locations have dark colours, whereas others have either gray or white colours. As a rule of thumb, dark locations include fragment exceedences, gray regions are intermediate locations and white areas are non-exceedence domains. In other words, dark locations are rich in wind energy generation potential but care should be taken for structural stability. On the other hand, the white parts are not suitable for wind energy generation over 10 m/s. It is evident that the wind potential areas at 10 m/s velocity with dark and gray colours are completely reliable regions, but white areas are very unreliable, i.e risky. Some stations do not have any risk groups at the 10 m/s level, such as at the Giresun, Rize, Bolu, Cß ankırı, Sivas, Agri, Musß, Aydın, Urfa, Hakkari, Adana and Antakya locations. Generally, these stations are

3 A.D. Sßahin / Energy Conversion and Management 44 (2003) Table 1 Station characteristics and exceedences numbers of each base levels Station characteristics Exceedences number Station name Latitude Longitude Height (m) 10 M/SN 12M/SN 15 M/SN 20 M/SN Inebolu Sinop Samsun Giresun Trabzon Rize Hopa Edirne Corlu Istanbul Bolu Cankiri Corum Tokat Sivas Erzincan Erzurum Agri Igdir Gokceada Bozcaada Canakkal Bursa Ankara Yozgat Gemerek Van Ayvalik Dikili Akhisar Afyon Kayseri Malatya Mus Siirt Izmir Cesme Kusadasi Aydin Isparta K.maras Urfa Mardin Diyarbakir Hakkari Bodrum (continued on next page)

4 552 A.D. Sßahin / Energy Conversion and Management 44 (2003) Table 1 (continued) Station characteristics Exceedences number Station name Latitude Longitude Height (m) 10 M/SN 12M/SN 15 M/SN 20 M/SN Dalaman Antalya Anamur Mersin Adana Iskender Uzunkopru Sile Akcakoca Ardahan Ipsala Divrigi Bergama Simav Cihanbeyli Aksaray Seydisehir Kozan Siverek Karaman Kilis Antakya located in central Anatolia, but the Giresun and Rize stations are at the coast of the Black Sea, whereas Adana and Antakya are near the Mediterranean coast of Turkey. In order to identify the most primary wind energy potential areas, coarser counter intervals, say 50, are adopted as shown in Fig. 1b, again for the 10 m/s wind velocity level. In this way, coarser intervals correspond to a pseudo-resolution decrease in the exceedence regional map. It is clear from Fig. 1b that hours of 10 m/s are more intensified at the western and northwestern parts of Turkey, including the Aegean coast, northern parts of eastern Anatolia and the eastern Black sea region. However, the greatest number of exceedences at 10 m/s is equal to 4400 at the Bozcaada station. This means that, during one year, 160 days have wind velocities greater than or equal 10 m/s. There are 1860 days in five years, and hence, nearly 10% of the days are risky for wind energy generation. For an efficient wind energy planning, design, operation and maintenance, these values are most desirable. Similar calculations and mappings can be prepared for other wind velocity levels. For instance, when 12m/s or greater values are considered, then Fig. 2a shows, at contour intervals of 1, the number of exceedences. Compared with Fig. 1a, this figure has more contours in the dark regions. The white locations in Fig. 1a have increased, and some of the dark locations became gray locations. Consequently, the risky parts in Turkey have increased in Fig. 2a. Especially, the western and some parts of the southern Marmara region with the southern part of the eastern Anatolia region enter into the non-risky region.

5 A.D. Sßahin / Energy Conversion and Management 44 (2003) Fig. 1. Map of 10 m/s exceedence numbers with (a) one interval counter lines and (b) 50 interval counter lines. Corresponding to the 50 interval contours of Fig. 1b, the 12m/s levels are shown in Fig. 2b where the wind potential generation safety locations are concentrated in the Agean region. Finally, another wind velocity level considered for wind generation exceedence number in this paper is 15 m/s. Similar maps are presented in Fig. 3a which shows the exceedence numbers for each station with one interval contours. In this figure, the exceedences of 15 m/s with one interval decrease rapidly in a similar way to Fig. 2a, and it is seen that the white areas are further increased. However, the locations with exceedences of 15 m/s fall into the safety part. On the other hand, Fig. 3b shows the exceedences of 15 m/s for each station at 10 counter intervals. On this map, only six stations have exceedences of 15 m/s, namely at Sinop, Cß orlu, Bozcaada, Cß anakkale, Van and Mersin locations. In addition, topographic effects are also examined. Firstly, the relation between altitude and maximum exceedence numbers of the stations are taken into consideration. It is seen in Fig. 4 that three different groups occur due to the altitude effect. The first group occurs at coastal stations,

6 554 A.D. Sßahin / Energy Conversion and Management 44 (2003) Fig. 2. Map of 12 m/s exceedence numbers with (a) one interval counter lines and (b) 50 interval counter lines. and they have the greatest exceedence numbers of high wind velocities. Behind this group there is a sharply separated area without exceedence number between 200 and 600 m altitude. As is shown in Fig. 4, the second exceedence number group occurred between 600 and 1200 m altitude where the high flat plateaux can be seen. After this region, there is a small group that occurred at high mountainous regions and deep valleys. There are at least 400 m differences between the second and third groups. In short, Fig. 4 shows that three altitude groups are important for wind energy generation and engineering design. In this study, the latitude effect is also considered in Fig. 5 which shows that the 38 north latitude separates the Turkish topography into two groups. In the first group, 21 stations are included with 41 stations at higher latitudes. Therefore, the high wind energy potential areas are

7 A.D. Sßahin / Energy Conversion and Management 44 (2003) Fig. 3. Map of 15 m/s exceedence numbers with (a) one interval counter lines and (b) 10 interval counter lines. located generally at high latitudes in Turkey. In Fig. 5, the first group of stations shows approximately the same exceedence numbers, but in the second group, there are homogeneous exceedence numbers. Especially, the highest wind velocity exceedence station in Bozcaada is in the second group in Fig. 5 but the first group in Fig Conclusions In this study, 68 major climate stations data are used from all over Turkey in order to see, regionally, the number of exceedences over the country. On the basis of these stations, three risk levels are considered and maps for each level are drawn. It is understood that most of the stations

8 556 A.D. Sßahin / Energy Conversion and Management 44 (2003) Fig. 4. Altitude effect on maximum wind velocity. Fig. 5. Latitude effect on maximum wind velocity. have exceedences frequently over 10 and 12m/s. These locations are considered as the safe spots for wind energy generation. Risky locations, from the stability point of view, have 15 m/s or greater wind velocity. There are 15 stations that fall into this group. Especially, the Bozcaada and Cß anakkale stations have high risks for construction buildings, bridges and wind erosion but are safe for wind energy production. In short, most of the wind power generation safe locations are along the Aegean coasts and partially at other coastal areas of the Black Sea and the Mediter-

9 A.D. Sßahin / Energy Conversion and Management 44 (2003) ranean Sea. In addition, altitude and latitude effects are considered, and it is seen that both topographic parameters have an essential role in the occurrences of maximum wind velocities. References [1] Justus CG, Hargraves WA, Yalcßin A. Nationwide assessment of potential output from wind-power generators. J Appl Meteorol 1976;15: [2] Justus CG, Mikheal A, Graber D. Methods for estimating wind speed frequency distribution. J Appl Meteorol 1978;17: [3] Sßen Z. Statistical investigation of wind energy reliability and its application. Renew Energy 1977;10:71 9. [4] Palutikof JP, Kelly PM, Davies TD. Impact of spatial and temporal wind speed variability on wind energy output. J Clim Appl Meteorol 1987;26: [5] Lieblein L. Efficient methods of extreme-value methodology report NBSIR Washington: National Bureau of Standards; [6] Gumbel EJ. Statistics of extremes. New York: Colombia University Press; [7] Harris RI. Gumbel re-visited- a new look at extreme value statistics applied to wind speeds. J Wind Eng Ind Aerodyn 1996;59:1 22. [8] Sßahin AD, Sßen Z. First order markov chain approach to wind speed modeling. Wind Eng Indust Aerodyn 2001;89(3 4): [9] Sßen Z, Sßahin AD. Regional assessment of wind power in western Turkey by the cumulative semivariogram method. Renew Energy 1997;12(2). [10] Sßen Z, Sßahin AD. Regional wind energy evaluation in some parts of Turkey. J Wind Eng Industl Aerodyn 1998;37(7): [11] Oztopal A, Sßahin AD, Akg un N, Sßen Z. On the regional wind energy potential of Turkey. Energy 2000;25:2.

Analysis of variable-base heating and cooling degree-days for Turkey

Analysis of variable-base heating and cooling degree-days for Turkey Applied Energy 69 (2001) 269 283 www.elsevier.com/locate/apenergy Analysis of variable-base heating and cooling degree-days for Turkey Orhan Bu yu kalaca *, Hu samettin Bulut, Tuncay Yılmaz Department

More information

TEB 31 December 2014

TEB 31 December 2014 TEB 3 December 04 Summary Balance Sheet Source: TEB BRSA Consolidated Financials Summary Income Statement 3 Source: TEB BRSA Consolidated Financials Strong balance sheet growth with continuing commitment

More information

Summary Balance Sheet. Source: TEB BRSA Consolidated Financials

Summary Balance Sheet. Source: TEB BRSA Consolidated Financials TEB 30 June 03 Summary Balance Sheet Source: TEB BRSA Consolidated Financials Summary Income Statement 3 Source: TEB BRSA Consolidated Financials Strong balance sheet growth, commitment to core banking

More information

Monitoring data and existing information Country Presentation from Turkey

Monitoring data and existing information Country Presentation from Turkey Workshop on DEVELOPING REGIONAL COOPERATION FOR SHARED KARST AQUIFER MANAGEMENT IN SEE 27-28 June 2008 Thessaloniki, Greece Monitoring data and existing information Country Presentation from Turkey Plan

More information

TEB 30 September 2013

TEB 30 September 2013 TEB 30 September 03 Summary Balance Sheet Source: TEB BRSA Consolidated Financials Summary Income Statement 3 Source: TEB BRSA Consolidated Financials Strong balance sheet growth with continuing commitment

More information

AKDENİZBİRLİK 3. OLIVE STATISTICS

AKDENİZBİRLİK 3. OLIVE STATISTICS 3 3. STATISTICS Tree (Olea europaea L.) finds the best atmosphere in the Mediterranean region belt and this region is called as the Civilization of. 98 % percent of the world olive production which is

More information

THE POST SHOW REPORT

THE POST SHOW REPORT THE POST SHOW REPORT Fair Convention and Congress Center Büyükçekmece Istanbul TABLE OF CONTENTS PAGE 1. SUBJECT OF SURVEY 3 1.1. SHOW INFO 3 1.2. PURPOSE OF SURVEY 3 1.3. METHOD AND SAMPLE STRUCTURE OF

More information

MAP RELATED PROJECTS IN TURKEY

MAP RELATED PROJECTS IN TURKEY MAP RELATED PROJECTS IN GENERAL DIRECTORATE OF LAND REGISTRY AND CADASTRE IN TURKEY Sedat BAKICI & Güler YALÇIN & Ömer YILDIRIM General Directorate of Land Registry and Cadastre of TURKEY GDLRC 16/06/2008

More information

Fibabanka Overview September 2013

Fibabanka Overview September 2013 Fibabanka Overview September 2013 12 Countries 74 Companies >12,000 employees Fiba Group Sectors & Companies Fiba Holding Fina Holding Banking Other Financial Services Retail Real Estate & Asset Management

More information

Modeling Solar Energy Potential In Turkey

Modeling Solar Energy Potential In Turkey Modeling Solar Energy Potential In Turkey Serhat SENSOY, Yusuf ULUPINAR, Mesut DEMIRCAN, Ilker ALAN, Zuhal AKYUREK, Pinar A. BOSTAN Turkish State Meteorological Service, Ankara, Turkey Abstract Since the

More information

Fibabanka Overview December 2013

Fibabanka Overview December 2013 Fibabanka Overview December 2013 12 Countries 82 Companies 15,000 employees Fiba Group Sectors & Companies Fiba Holding Fina Holding Banking Other Financial Services Retail Real Estate & Asset Management

More information

Applied Energy 84 (2007) 477 491. Simple model for the generation of daily global solar-radiation data in Turkey

Applied Energy 84 (2007) 477 491. Simple model for the generation of daily global solar-radiation data in Turkey Applied Energy 84 (2007) 477 491 APPLIED ENERGY www.elsevier.com/locate/apenergy Simple model for the generation of daily global solar-radiation data in Turkey Hüsamettin Bulut a, *, Orhan Büyükalaca b

More information

Individual Pension System Progress Report

Individual Pension System Progress Report Individual Pension System Progress Report 28 PENSION MONITORING CENTER Individual Pension System Progress Report 28 bes28gr@egm.org.tr Electronic version of this document and reference data of selected

More information

THE INNOVATION INDEX OF CITIES OF TURKEY: AN EMPIRICAL ANALYSIS FOR DETERMINING FACTORS OF INNOVATION

THE INNOVATION INDEX OF CITIES OF TURKEY: AN EMPIRICAL ANALYSIS FOR DETERMINING FACTORS OF INNOVATION Ekonometri ve İstatistik Sayı:22 2015 36-46 İSTANBUL ÜNİVERSİTESİ İKTİSAT FAKÜLTESİ EKONOMETRİ VE İSTATİSTİK DERGİSİ THE INNOVATION INDEX OF CITIES OF TURKEY: AN EMPIRICAL ANALYSIS FOR DETERMINING FACTORS

More information

As of 31.12.2013. www.sekerbank.com.tr

As of 31.12.2013. www.sekerbank.com.tr As of 3.2.203 www.sekerbank.com.tr Contents Pages Background & Ownership 3-4 Ratings and Financial Performance 6-0 Risk Management 4-6 Business Strategies & Current Strengths 8-20 National Presence and

More information

NEWSPAPER ADVERTISING RATES

NEWSPAPER ADVERTISING RATES NEWSPAPER ADVERTISING RATES Effective from April 2014 CONTENTS SABAH Page TAKVİM Page Turkey Edition 2 Turkey and Istanbul Adv. Edition 10 Istanbul Edition 3 Günaydın Advertising Edition 4 FOTOMAÇ Sabah

More information

A COMPARATIVE WIND POWER PLANT FEASIBILITY STUDY FOR GÖKÇEADA, TURKEY

A COMPARATIVE WIND POWER PLANT FEASIBILITY STUDY FOR GÖKÇEADA, TURKEY Journal of Naval Science and Engineering 2009, Vol. 5, No.3, pp. 55-63 A COMPARATIVE WIND POWER PLANT FEASIBILITY STUDY FOR GÖKÇEADA, TURKEY Egemen SULUKAN Department of Professional Sciences, Turkish

More information

TURKEY WHAT S HOT WHAT S NOT

TURKEY WHAT S HOT WHAT S NOT TURKEY WHAT S NOT TURKEY WHAT S NOT There is TURKEY TURKEY WHAT S NOT There is TURKEY and TURKEY WHAT S NOT There is TURKEY and There is İSTANBUL TURKEY Secondary and tertiary cities Limited/focused service,

More information

FMD SITUATION IN TURKEY. -Country Report- FMD SITUATION IN TURKEY. - Country Report- Dr Nihat Pakdil Deputy Secretary of M.A.R.A.

FMD SITUATION IN TURKEY. -Country Report- FMD SITUATION IN TURKEY. - Country Report- Dr Nihat Pakdil Deputy Secretary of M.A.R.A. Appendix 11 FMD SITUATION IN TURKEY -Country Report- FMD SITUATION IN TURKEY - Country Report- Dr Nihat Pakdil Deputy Secretary of M.A.R.A. of Turkey A.Naci BULUT Head of Diagnosis Department Sap Institute,

More information

Zeitschrift für die Welt der Türken Journal of World of Turks THE IMPACT OF ECONOMIC DEVELOPMENT ON REGIONAL MIGRATION IN TURKEY

Zeitschrift für die Welt der Türken Journal of World of Turks THE IMPACT OF ECONOMIC DEVELOPMENT ON REGIONAL MIGRATION IN TURKEY THE IMPACT OF ECONOMIC DEVELOPMENT ON REGIONAL MIGRATION IN TURKEY Mustafa METE Hakkı ÖZBAŞ Abstract: Since its inception, Turkey has experienced several migration movements. It is a transit country that

More information

INVESTOR PRESENTATION. BRSA Unconsolidated Financial Statements Highlights 30.09.2015 www.sekerbank.com.tr

INVESTOR PRESENTATION. BRSA Unconsolidated Financial Statements Highlights 30.09.2015 www.sekerbank.com.tr INVESTOR PRESENTATION BRSA Unconsolidated Financial Statements Highlights 30.09.205 www.sekerbank.com.tr CONTENTS About Şekerbank 3-7 Background / Milestones Strategy & Mission Ownership Ratings Geographical

More information

INVESTOR PRESENTATION. BRSA Unconsolidated Financial Statements Highlights 30.06.2015 www.sekerbank.com.tr

INVESTOR PRESENTATION. BRSA Unconsolidated Financial Statements Highlights 30.06.2015 www.sekerbank.com.tr INVESTOR PRESENTATION BRSA Unconsolidated Financial Statements Highlights 30.06.205 www.sekerbank.com.tr CONTENTS About Şekerbank 3-7 Background / Milestones Strategy & Mission Ownership Ratings Geographical

More information

Individual Pension System Progress Report

Individual Pension System Progress Report Individual Pension System Progress Report 29 Individual Pension System Progress Report 29 bes29gr@egm.org.tr Electronic version of this document and reference data of selected statistics are available

More information

INVESTOR PRESENTATION. BRSA Unconsolidated Financial Statements Highlights 31.03.2015 www.sekerbank.com.tr

INVESTOR PRESENTATION. BRSA Unconsolidated Financial Statements Highlights 31.03.2015 www.sekerbank.com.tr INVESTOR PRESENTATION BRSA Unconsolidated Financial Statements Highlights 3.03.205 www.sekerbank.com.tr CONTENTS About Şekerbank 3-7 Background / Milestones Strategy & Mission Ownership Ratings Geographical

More information

FACTS & FIGURES: TEDU 2014-15 (as of May 31st, 2015)

FACTS & FIGURES: TEDU 2014-15 (as of May 31st, 2015) FACTS & FIGURES: TEDU 2014-15 (as of May 31st, 2015) TEDU STUDENTS a. Newly enrolled students in 2014: Placed (w. full ) : 37 Placed (w. 75% ) : 34 Placed (w. 50% ) : 203 Placed (w. 25% ) : 96 Placed (total)

More information

DIMENSION OF WATER LOSS THROUGH DISTRIBUTION SYSTEM AND REDUCTION METHODS IN TURKEY

DIMENSION OF WATER LOSS THROUGH DISTRIBUTION SYSTEM AND REDUCTION METHODS IN TURKEY DIMENSION OF WATER LOSS THROUGH DISTRIBUTION SYSTEM AND REDUCTION METHODS IN TURKEY İzzet ÖZTÜRK Vedat UYAK Mehmet ÇAKMAKCI Lütfi AKÇA İstanbul Technical University, Faculty of Civil Engineering, Department

More information

Mediterranean region. Contents 18.02.2014 WATER FOOTPRINT OF TOURISM AND AGRICULTURAL PRODUCTION IN TURKEY

Mediterranean region. Contents 18.02.2014 WATER FOOTPRINT OF TOURISM AND AGRICULTURAL PRODUCTION IN TURKEY WATER FOOTPRINT OF TOURISM AND AGRICULTURAL PRODUCTION IN TURKEY Prof.Dr.Bülent Topkaya Akdeniz University Department of Environmental Engineering Mediterranean Region Water in Turkey Tourism activities

More information

RENEWABLE INTEGRATION IN TURKISH POWER SYSTEM

RENEWABLE INTEGRATION IN TURKISH POWER SYSTEM RENEWABLE INTEGRATION IN TURKISH POWER SYSTEM Nurhan OZAN Transmission Planning & Coordination Manager Research, Planning, Coordination Department TURKISH ELECTRICITY TRANSMISSION CORPORATION () www.teias.gov.tr

More information

Privatisation Agenda for Energy Assets

Privatisation Agenda for Energy Assets www.pwc.com.tr October 2012 Privatisation Agenda for Energy Assets Contents Introduction 3 Power distribution companies 4 Hamitabat and small hydro assets 6 Başkent Gaz 7 2 PwC Introduction Lower deal

More information

Akbank Committed to Sustainable Leadership. June 2013

Akbank Committed to Sustainable Leadership. June 2013 Akbank Committed to Sustainable Leadership June 2013 1 Agenda Turkey and Turkish Banking Sector Akbank in a Snapshot Financial Figures 2014 and beyond 3 8 18 39 2 Outstanding growth potential European

More information

VISITOR SURVEY EXECUTIVE SUMMARY

VISITOR SURVEY EXECUTIVE SUMMARY VISITOR SURVEY EXECUTIVE SUMMARY March 11 14, 2015 TÜYAP Fair Convention and Congress Center Istanbul / TURKEY CONTENTS PAGE 1. SUBJECT 3 1.1. KEY INFORMATION 3 1.2. PURPOSE 4 1.3. METHOD AND SAMPLING

More information

www.pk ww. fhot els e. ls c. om

www.pk ww. fhot els e. ls c. om Turkey - overview Zonguldak Tekirdağ Istanbul Kocaeli Sakarya Bursa Ankara Balıkesir Eskişehir Çorum Samsun Tokat Sivas Ordu Trabzon Erzurum Ağrı Manisa Kütahya İzmir Afyonkarahisar Aydın Denizli Muğla

More information

TURKISH NUCLEAR POWER PROGRAMME NUCLEAR ENERGY PROJECT IMPLEMENTATION DEPARTMENT

TURKISH NUCLEAR POWER PROGRAMME NUCLEAR ENERGY PROJECT IMPLEMENTATION DEPARTMENT TURKISH NUCLEAR POWER PROGRAMME NUCLEAR ENERGY PROJECT IMPLEMENTATION DEPARTMENT 0 75 75 150 km Kocaeli (İzmit) BOSBORUS 0 İzmir Konya ANKARA 150 mi İçel (Mersin) REPUPLIC OF CYPRUS Iskenderun Adana SYRIA

More information

REFERENCES LİST VAN 500 BEDS STATE HOSPITAL

REFERENCES LİST VAN 500 BEDS STATE HOSPITAL REFERENCES LİST BURSA CEKIRGE 700 BEDS STATE SANLIURFA EYYUBIYE 533 BEDS STATE ISPARTA SULEYMAN DEMIREL UNIVERSITY 500 BEDS TRAINING AND RESEARCH VAN 500 BEDS STATE MUGLA 475 BEDS STATE ORDU UNYE 400 BEDS

More information

Openness and Regional Distribution of Turkish Manufacturing Industries

Openness and Regional Distribution of Turkish Manufacturing Industries Loyola University Chicago Loyola ecommons Topics in Middle Eastern and North African Economies Quinlan School of Business 9--006 Openness and Regional Distribution of Turkish Manufacturing Industries Fatma

More information

SHEEP AND GOAT MEAT Non-exhaustive list of issues and questions to facilitate preparations for bilateral meetings TURKEY

SHEEP AND GOAT MEAT Non-exhaustive list of issues and questions to facilitate preparations for bilateral meetings TURKEY 1. General situation of the sector SHEEP AND GOAT MEAT Non-exhaustive list of issues and questions to facilitate preparations for bilateral meetings TURKEY 2002 2003 2004 1 2005 (f) Production: Total size

More information

Home About Us Contact Us Turkey Tours Tailor Made Tours Cruises Testimonials

Home About Us Contact Us Turkey Tours Tailor Made Tours Cruises Testimonials Turkey Tours Turkey Holid *Winner of Trip Advisor Cer Home About Us Contact Us Turkey Tours Tailor Made Tours Cruises Testimonials Why book with us? - Flexible itineraries - Best boutique hotels - Licensed

More information

TEASER. Privatization of Turkey s Electricity Distribution Industry

TEASER. Privatization of Turkey s Electricity Distribution Industry TEASER Privatization of Turkey s Electricity Distribution Industry Legal Disclaimer Regarding the Teaser Any estimates and projections contained in the present Teaser (the Teaser ) involve significant

More information

PUBLIC INSTITUTIONS election

PUBLIC INSTITUTIONS election 1 PUBLIC INSTITUTIONS election EPDK (ENERGY MARKET REGULATORY AUTHORITY) 5 TEDAS (TURKISH DISTRIBUTION CO.) 6 TEIAS (TURKISH TRANSMISSION COMPANY) 7 DSI (STATE HYDRAULIC WORKS) 8 TUBITAK UME (THE SCIENTIFIC

More information

Integrating WAsP and GIS Tools for Establishing Best Positions for Wind Turbines in South Iraq

Integrating WAsP and GIS Tools for Establishing Best Positions for Wind Turbines in South Iraq Integrating WAsP and GIS Tools for Establishing Best Positions for Wind Turbines in South Iraq S.M. Ali Remote Sensing Research Unit, College of Science, Univ. of Baghdad, Baghdad, Iraq deanoffice {at}

More information

Visitor Research Post Show Report

Visitor Research Post Show Report December 6-9, 2012 ISTANBUL EXPO CENTER ISTANBUL - TURKEY Visitor Research Post Show Report INTRODUCTION This report is prepared for the participants of EyafExpo 2012 to present the summary results of

More information

İŞİMİ INTRODUCTION. at the crossroads between East and West, overlapping Europe and Asia geographically.

İŞİMİ INTRODUCTION. at the crossroads between East and West, overlapping Europe and Asia geographically. TURKISH STATE RAILWAYS ANKARA HST Station 14 October 2008 1 DEMİRYOLLARININ TARİHSEL GELİŞİ İŞİMİ INTRODUCTION www.ubak.gov.tr TURKEY is: at the crossroads between East and West, overlapping Europe and

More information

A Comparison Between Theoretically Calculated and Pratically Generated Electrical Powers of Wind Turbines: A Case Study in Belen Wind farm, Turkey

A Comparison Between Theoretically Calculated and Pratically Generated Electrical Powers of Wind Turbines: A Case Study in Belen Wind farm, Turkey M.ŞEKKELİ / APJES 1- (01) 41-47 41 A Comparison Between Theoretically Calculated and Pratically Generated Electrical Powers of Wind Turbines: A Case Study in Belen Wind farm, Turkey *1 Mustafa Şekkeli,

More information

Non-exhaustive list of issues and questions to facilitate preparations for bilateral meetings: TURKEY

Non-exhaustive list of issues and questions to facilitate preparations for bilateral meetings: TURKEY BEEF AND VEAL SECTOR 1. General information Non-exhaustive list of issues and questions to facilitate preparations for bilateral meetings: TURKEY (1) Balance sheet for beef and veal sector in head and/or

More information

2be or not 2be! www.2besatinalma.com. Address: Cumhuriyet Mah. Cumhuriyet Cad. Bey Center Plaza Kat 10 Daire 75 Esenyurt / İstanbul

2be or not 2be! www.2besatinalma.com. Address: Cumhuriyet Mah. Cumhuriyet Cad. Bey Center Plaza Kat 10 Daire 75 Esenyurt / İstanbul Address: Cumhuriyet Mah. Cumhuriyet Cad. Bey Center Plaza Kat 10 Daire 75 Esenyurt / İstanbul Tel. : +90 (212) 852 24 21 E-mail : info@2besatinalma.com www.2besatinalma.com 2be or not 2be! WHO IS 2BE?

More information

REFERANCE LIST. Musical Dancing Fountain, Laser and Projection Show Power:950 kwatt NEXT Mall Tashkent 2013 Mr. Ulugbey Tel:+998 909336472

REFERANCE LIST. Musical Dancing Fountain, Laser and Projection Show Power:950 kwatt NEXT Mall Tashkent 2013 Mr. Ulugbey Tel:+998 909336472 REFERANCE LIST Musical Dancing Fountain, Laser and Projection Show Power:950 kwatt NEXT Mall Tashkent 2013 Mr. Ulugbey Tel:+998 909336472 Musical Dancing Fountain Duhok Dam year 2012 Mr.Muhammet +964 750

More information

Spatial Analysis of Five Crime Statistics in Turkey

Spatial Analysis of Five Crime Statistics in Turkey Spatial Analysis of Five Crime Statistics in Turkey Saffet ERDOĞAN, M. Ali DERELİ, Mustafa YALÇIN, Turkey Key words: Crime rates, geographical information systems, spatial analysis. SUMMARY In this study,

More information

Session FT5.22: Integrated Risk Management in Mediterranean Towns: Experience Sharing. Expert Panel

Session FT5.22: Integrated Risk Management in Mediterranean Towns: Experience Sharing. Expert Panel Session FT5.22: Integrated Risk Management in Mediterranean Towns: Experience Sharing Expert Panel Prof. Dr. Veysel EROGLU Director General of State Hydraulic Works Flood is a natural event. However, human

More information

Visitor Research Post Show Report

Visitor Research Post Show Report December 1-4, 2011 ISTANBUL EXPO CENTER ISTANBUL - TURKEY Visitor Research Post Show Report INTRODUCTION This report is prepared for the participants of EyafExpo 2011 to present the summary results of

More information

The Impacts of Internal Migration on Urban and Work Life in Istanbul

The Impacts of Internal Migration on Urban and Work Life in Istanbul The Impacts of Internal Migration on Urban and Work Life in Istanbul Mustafa Öztürk Abstract: The main destinations of internal migration movements that originated in Turkey in the 1950s as a result of

More information

Mother Child Education Foundation

Mother Child Education Foundation 2007 Annual Report Contents 1 Mother Child Education Foundation 2 President s Message 6 Board of Trustees and Board of Directors 7 Our Consultants 10 ACEV Programs and Activities 11 ACEV's Approach 12

More information

Relationship between GDP per Capita and Gender Parity in Primary Education: Evidence from Provinces of Turkey 1. Sedat Gümüş a2

Relationship between GDP per Capita and Gender Parity in Primary Education: Evidence from Provinces of Turkey 1. Sedat Gümüş a2 Çankırı Karatekin Üniversitesi Sosyal Bilimler Enstitüsü Dergisi 1(2010) 141 158 Relationship between GDP per Capita and Gender Parity in Primary Education: Evidence from Provinces of Turkey 1 a Michigan

More information

The IPCC Special Report on Managing the Risks of Extreme Events and Disasters to Advance Climate Change Adaptation

The IPCC Special Report on Managing the Risks of Extreme Events and Disasters to Advance Climate Change Adaptation The IPCC Special Report on Managing the Risks of Extreme Events and Disasters to Advance Climate Change Adaptation A changing climate leads to changes in extreme weather and climate events 2 How do changes

More information

TURKISH ECONOMIC ASSOCIATION. DISCUSSION PAPER 2011/4 http ://www.tek. org.tr PRIVATIZATION AND REGIONAL DISTRIBUTION OF MANUFACTURING IN TURKEY

TURKISH ECONOMIC ASSOCIATION. DISCUSSION PAPER 2011/4 http ://www.tek. org.tr PRIVATIZATION AND REGIONAL DISTRIBUTION OF MANUFACTURING IN TURKEY TURKISH ECONOMIC ASSOCIATION DISCUSSION PAPER 2011/4 http ://www.tek. org.tr PRIVATIZATION AND REGIONAL DISTRIBUTION OF MANUFACTURING IN TURKEY Fatma Doğruel and A.Suut Doğruel April, 2011 Privatization

More information

VISITOR SURVEY SUMMARY RESULTS

VISITOR SURVEY SUMMARY RESULTS 29 May 1 June 2013 VISITOR SURVEY SUMMARY RESULTS Tüyap Fair Convention and Congress Center Büyükçekmece İstanbul CONTENTS PAGE 1. RESEARCH SUBJECT 3 1.1. SHOW INFO 3 1.2. OBJECTIVES OF THE STUDY 3 1.3.

More information

Empirical study of the temporal variation of a tropical surface temperature on hourly time integration

Empirical study of the temporal variation of a tropical surface temperature on hourly time integration Global Advanced Research Journal of Physical and Applied Sciences Vol. 4 (1) pp. 051-056, September, 2015 Available online http://www.garj.org/garjpas/index.htm Copyright 2015 Global Advanced Research

More information

Project Title: Quantifying Uncertainties of High-Resolution WRF Modeling on Downslope Wind Forecasts in the Las Vegas Valley

Project Title: Quantifying Uncertainties of High-Resolution WRF Modeling on Downslope Wind Forecasts in the Las Vegas Valley University: Florida Institute of Technology Name of University Researcher Preparing Report: Sen Chiao NWS Office: Las Vegas Name of NWS Researcher Preparing Report: Stanley Czyzyk Type of Project (Partners

More information

Rumeli Cement Group Plants Preliminary Information. September 2004

Rumeli Cement Group Plants Preliminary Information. September 2004 Rumeli Cement Group Plants Preliminary Information September 2004 The present document has been prepared by Rumeli Group, Ernst & Young and Garanti Securities in good faith for information purposes only,

More information

EMERGENCY MANAGEMENT AGAINST THE NATURAL DISASTERS OF TURKEY: MITIGATION, RESPONSE AND RECOVERY ISSUES

EMERGENCY MANAGEMENT AGAINST THE NATURAL DISASTERS OF TURKEY: MITIGATION, RESPONSE AND RECOVERY ISSUES 3 rd Roundtable Meeting on Disaster Management 19 November 2014; JCSE HQ Auditorium EMERGENCY MANAGEMENT AGAINST THE NATURAL DISASTERS OF TURKEY: MITIGATION, RESPONSE AND RECOVERY ISSUES Beyza TASKIN (PhD)

More information

REPUBLIC OF TURKEY MINISTRY OF CULTURE AND TOURISM DIRECTORATE GENERAL OF PROMOTION BRIEFING

REPUBLIC OF TURKEY MINISTRY OF CULTURE AND TOURISM DIRECTORATE GENERAL OF PROMOTION BRIEFING REPUBLIC OF TURKEY MINISTRY OF CULTURE AND TOURISM DIRECTORATE GENERAL OF PROMOTION BRIEFING CURRENT SITUATION OF TURKISH TOURISM CURRENT SITUATION OF TURKISH TOURISM TOURISM STATISTICS - 2011 Number of

More information

Procedia - Social and Behavioral Sciences 109 ( 2014 ) 514 521

Procedia - Social and Behavioral Sciences 109 ( 2014 ) 514 521 Available online at www.sciencedirect.com ScienceDirect Procedia - Social and Behavioral Sciences 109 ( 2014 ) 514 521 2 nd World Conference On Business, Economics And Management - WCBEM2013 The benefits,

More information

TRADE EXHIBITION ISSUE REPORT

TRADE EXHIBITION ISSUE REPORT TRADE EXHIBITION ISSUE REPORT 23 rd Anfaş Hotel Equipment Trade Exhibition 2012 which is the leading event in hospitality industry held on 18-21 January, successfully gathered all sector professionals.

More information

Thermal performance optimization of building aspect ratio and south window size in ve cities having di erent climatic characteristics of Turkey

Thermal performance optimization of building aspect ratio and south window size in ve cities having di erent climatic characteristics of Turkey Building and Environment 35 (2000) 41±52 www.elsevier.com/locate/buildenv Thermal performance optimization of building aspect ratio and south window size in ve cities having di erent climatic characteristics

More information

ADDITIONAL QUESTIONS FOR TURKEY

ADDITIONAL QUESTIONS FOR TURKEY ADDITIONAL QUESTIONS FOR TURKEY GENERAL PRINCIPLES Free Movement of Goods in the Non-Harmonised Area How does Turkey intend to ensure the free circulation of products with all Member States? Turkey is

More information

Comparing 2011 General Election and 2014 Presidency Election in Turkey with Regard to Political Marketing

Comparing 2011 General Election and 2014 Presidency Election in Turkey with Regard to Political Marketing Doi:10.5901/mjss.2015.v6n2s5p139 Abstract Comparing 2011 General Election and 2014 Presidency Election in Turkey with Regard to Political Marketing Hakan Ya Trakya University Havsa Vocational School, Hakan

More information

Disaster and Emergency Management Activities in Turkey

Disaster and Emergency Management Activities in Turkey Muhammed SAHIN, Himmet KARAMAN, Turan ERDEN, Turkey Key words: Disaster and Emergency Management, Loss Estimation, TABIS, Earthquake SUMMARY After the two devastating earthquakes in the Marmara Region

More information

Scholar: Elaina R. Barta. NOAA Mission Goal: Climate Adaptation and Mitigation

Scholar: Elaina R. Barta. NOAA Mission Goal: Climate Adaptation and Mitigation Development of Data Visualization Tools in Support of Quality Control of Temperature Variability in the Equatorial Pacific Observed by the Tropical Atmosphere Ocean Data Buoy Array Abstract Scholar: Elaina

More information

Near Real Time Blended Surface Winds

Near Real Time Blended Surface Winds Near Real Time Blended Surface Winds I. Summary To enhance the spatial and temporal resolutions of surface wind, the remotely sensed retrievals are blended to the operational ECMWF wind analyses over the

More information

PULL-OUT MAP. Experience the best of Turkey. Discover. Turkey

PULL-OUT MAP. Experience the best of Turkey. Discover. Turkey Turkey Discover Experience the best of Turkey PULL-OUT MAP Discover Turkey Contents I Throughout this book, we use these icons to highlight special recommendations: The Best Lists for everything from bars

More information

Sea level scenarios and extreme weather events

Sea level scenarios and extreme weather events Extreme weather and nuclear power plants (EXWE) Sea level scenarios and extreme weather events Milla Johansson, Kimmo Kahma, Hilkka Pellikka, Hanna Tietäväinen, Seppo Saku and Kirsti Jylhä Finnish Meteorological

More information

Intangible Cultural Heritage Safeguarding Efforts

Intangible Cultural Heritage Safeguarding Efforts Field Survey Report Intangible Cultural Heritage Safeguarding Efforts in the Asia-Pacific 2013 International Information and Networking Centre for Intangible Cultural Heritage in the Asia-Pacific Region

More information

Company Introduction MUTAŞ GROUP

Company Introduction MUTAŞ GROUP Company Introduction MUTAŞ GROUP About Us Registered TradeMarks About Us AkPlast PVC Solutions Ltd.Co. YAPITEK MUTAŞ Construction Ltd.Co. HoReCa Eq. Ltd.Co. MUTAŞ GROUP GastroTech MUMAŞ Industrial Industrial

More information

Comparative Evaluation of High Resolution Numerical Weather Prediction Models COSMO-WRF

Comparative Evaluation of High Resolution Numerical Weather Prediction Models COSMO-WRF 3 Working Group on Verification and Case Studies 56 Comparative Evaluation of High Resolution Numerical Weather Prediction Models COSMO-WRF Bogdan Alexandru MACO, Mihaela BOGDAN, Amalia IRIZA, Cosmin Dănuţ

More information

Master and PhD Education in Geography: Turkish Perspectives

Master and PhD Education in Geography: Turkish Perspectives Master and PhD Education in Geography: Turkish Perspectives Nuri YAVAN and Erdem BEKAROĞLU Ankara University Department of Geography Academic Competencies Workshop Ankara University, Faculty of Letters,

More information

An Analysis of the Rossby Wave Theory

An Analysis of the Rossby Wave Theory An Analysis of the Rossby Wave Theory Morgan E. Brown, Elise V. Johnson, Stephen A. Kearney ABSTRACT Large-scale planetary waves are known as Rossby waves. The Rossby wave theory gives us an idealized

More information

WAVELET ANALYSES OF SOME ATMOSPHERIC PARAMETERS AT BLACK SEA REGION Zafer ASLAN, Zehra Nevin ÇAĞLAR and D.Nail YENİÇERİ

WAVELET ANALYSES OF SOME ATMOSPHERIC PARAMETERS AT BLACK SEA REGION Zafer ASLAN, Zehra Nevin ÇAĞLAR and D.Nail YENİÇERİ INTERNATIONAL JOURNAL OF ELECTRONICS; MECHANICAL and MECHATRONICS ENGINEERING Vol.3 Num.1 pp.(419-426) WAVELET ANALYSES OF SOME ATMOSPHERIC PARAMETERS AT BLACK SEA REGION Zafer, ASLAN 1 ; Zehra Nevin,

More information

First Power Production figures from the Wave Star Roshage Wave Energy Converter

First Power Production figures from the Wave Star Roshage Wave Energy Converter First Power Production figures from the Wave Star Roshage Wave Energy Converter L. Marquis 1, M. Kramer 1 and P. Frigaard 1 Wave Star A/S, Gammel Vartov Vej 0, 900 Hellerup, Denmark E-mail: info@wavestarenergy.com

More information

Non-exhaustive list of issues and questions to facilitate preparations for bilateral meetings

Non-exhaustive list of issues and questions to facilitate preparations for bilateral meetings DG AGRICULTURE.F4 QUALITY POLICY TURKEY Non-exhaustive list of issues and questions to facilitate preparations for bilateral meetings I. Designations of origin and geographical indications 1. In your country,

More information

CLIMATE CHANGE ADAPTATION BUILDING RESILIENCE TO CLIMATE CHANGE: INVESTING IN ADAPTATION

CLIMATE CHANGE ADAPTATION BUILDING RESILIENCE TO CLIMATE CHANGE: INVESTING IN ADAPTATION CLIMATE CHANGE ADAPTATION BUILDING RESILIENCE TO CLIMATE CHANGE: INVESTING IN ADAPTATION SINCE 2006, THE EBRD HAS PROVIDED 425 MILLION TO 65 ADAPTATION PROJECTS IN 20 COUNTRIES. THESE PROJECTS ARE EXPECTED

More information

Universal health coverage in Turkey: enhancement of equity

Universal health coverage in Turkey: enhancement of equity Universal health coverage in Turkey: enhancement of equity Rifat Atun, Sabahattin Aydın, Sarbani Chakraborty, Safir Sümer, Meltem Aran, Ipek Gürol, Serpil Nazlıoğlu, Şenay Özgülcü, Ülger Aydoğan, Banu

More information

Stage 4. Geography. Blackline Masters. By Karen Devine

Stage 4. Geography. Blackline Masters. By Karen Devine 1 Devine Educational Consultancy Services Stage 4 Geography Blackline Masters By Karen Devine Updated January 2010 2 This book is intended for the exclusive use in NSW Secondary Schools. It is meant to

More information

GRANT THORNTON PROFILE OF TURKEY FOR BUSINESSMEN DOING BUSINESS IN TURKEY

GRANT THORNTON PROFILE OF TURKEY FOR BUSINESSMEN DOING BUSINESS IN TURKEY GRANT THORNTON PROFILE OF TURKEY FOR BUSINESSMEN DOING BUSINESS IN TURKEY December 2009 1 This document reflects current information as of August 2009. The latest available version may be followed at our

More information

NATIONAL MIXED EXHIBITION

NATIONAL MIXED EXHIBITION MUSTAFA BULAT (1964 Sarıyahşi / AKSARAY) 2015 Artist, Atatürk University Faculty of Fine Arts in Sculpture Department continues to work as a Lecturer and Head of Department. 2014 Professor Dr. 2009 Associate

More information

GEOENGINE MSc in Geomatics Engineering (Master Thesis) Anamelechi, Falasy Ebere

GEOENGINE MSc in Geomatics Engineering (Master Thesis) Anamelechi, Falasy Ebere Master s Thesis: ANAMELECHI, FALASY EBERE Analysis of a Raster DEM Creation for a Farm Management Information System based on GNSS and Total Station Coordinates Duration of the Thesis: 6 Months Completion

More information

Procedia - Social and Behavioral Sciences 93 ( 2013 ) 1034 1038. 3rd World Conference on Learning, Teaching and Educational Leadership (WCLTA-2012)

Procedia - Social and Behavioral Sciences 93 ( 2013 ) 1034 1038. 3rd World Conference on Learning, Teaching and Educational Leadership (WCLTA-2012) Available online at www.sciencedirect.com ScienceDirect Procedia - Social and Behavioral Sciences 93 ( 2013 ) 1034 1038 3rd World Conference on Learning, Teaching and Educational Leadership (WCLTA-2012)

More information

The information in this report is provided in good faith and is believed to be correct, but the Met. Office can accept no responsibility for any

The information in this report is provided in good faith and is believed to be correct, but the Met. Office can accept no responsibility for any Virtual Met Mast Version 1 Methodology and Verification January 2010 The information in this report is provided in good faith and is believed to be correct, but the Met. Office can accept no responsibility

More information

DENİZBANK FINANCIAL SERVICES GROUP ANNUAL REPORT 2013

DENİZBANK FINANCIAL SERVICES GROUP ANNUAL REPORT 2013 DENİZBANK FINANCIAL SERVICES GROUP ANNUAL REPORT 2013 DenizBank is a member of Sberbank Group. SECTION I INTRODUCTION 1 DenizBank Financial Services Group (DFSG) 2 DenizBank s Mission and Vision 2 Dividend

More information

CHAPTER 3. The sun and the seasons. Locating the position of the sun

CHAPTER 3. The sun and the seasons. Locating the position of the sun zenith 90 summer solstice 75 equinox 52 winter solstice 29 altitude angles observer Figure 3.1: Solar noon altitude angles for Melbourne SOUTH winter midday shadow WEST summer midday shadow summer EAST

More information

REPUBLIC OF TURKEY MINISTRY OF CULTURE AND TOURISM ADVERTISING TENDER INFORMATION REPORT

REPUBLIC OF TURKEY MINISTRY OF CULTURE AND TOURISM ADVERTISING TENDER INFORMATION REPORT REPUBLIC OF TURKEY MINISTRY OF CULTURE AND TOURISM 2015 ADVERTISING TENDER INFORMATION REPORT CONTENTS INTRODUCTION I. CONCEPT OF TURKEY HOME CAMPAIGN II. III. CURRENT SITUATION OF WORLD TOURISM TRENDS

More information

CLOUD COVER IMPACT ON PHOTOVOLTAIC POWER PRODUCTION IN SOUTH AFRICA

CLOUD COVER IMPACT ON PHOTOVOLTAIC POWER PRODUCTION IN SOUTH AFRICA CLOUD COVER IMPACT ON PHOTOVOLTAIC POWER PRODUCTION IN SOUTH AFRICA Marcel Suri 1, Tomas Cebecauer 1, Artur Skoczek 1, Ronald Marais 2, Crescent Mushwana 2, Josh Reinecke 3 and Riaan Meyer 4 1 GeoModel

More information

G3-Giornate Giovani GNRAC Quartiere Fieristico di Ferrara, 21 Settembre 2012

G3-Giornate Giovani GNRAC Quartiere Fieristico di Ferrara, 21 Settembre 2012 3 SALONE SULLA TUTELA DELLA COSTA COAST PROTECTION EXHIBITION 2 ND EDITION G3-Giornate Giovani GNRAC Quartiere Fieristico di Coastal vulnerability assessment to climate change. CVI Index application to

More information

Regents Questions: Plate Tectonics

Regents Questions: Plate Tectonics Earth Science Regents Questions: Plate Tectonics Name: Date: Period: August 2013 Due Date: 17 Compared to the oceanic crust, the continental crust is (1) less dense and more basaltic (3) more dense and

More information

A changing climate leads to changes in extreme weather and climate events the focus of Chapter 3. Presented by: David R.

A changing climate leads to changes in extreme weather and climate events the focus of Chapter 3. Presented by: David R. A changing climate leads to changes in extreme weather and climate events the focus of Chapter 3 Presented by: David R. Easterling Chapter 3:Changes in Climate Extremes & their Impacts on the Natural Physical

More information

Wind resources map of Spain at mesoscale. Methodology and validation

Wind resources map of Spain at mesoscale. Methodology and validation Wind resources map of Spain at mesoscale. Methodology and validation Martín Gastón Edurne Pascal Laura Frías Ignacio Martí Uxue Irigoyen Elena Cantero Sergio Lozano Yolanda Loureiro e-mail:mgaston@cener.com

More information

Derya Deniz GENÇ TOKGÖZ +974-70790685, dgtokgoz@hotmail.com, deniz@qu.edu.qa

Derya Deniz GENÇ TOKGÖZ +974-70790685, dgtokgoz@hotmail.com, deniz@qu.edu.qa Derya Deniz GENÇ TOKGÖZ +974-70790685, dgtokgoz@hotmail.com, deniz@qu.edu.qa Date of Birth: February 7, 1979 Nationality: Turkish Marital Status: Married EDUCATION Ph.D. in Environmental Engineering, Middle

More information

A SEVERE WEATHER CLIMATOLOGY FOR THE WILMINGTON, NC WFO COUNTY WARNING AREA

A SEVERE WEATHER CLIMATOLOGY FOR THE WILMINGTON, NC WFO COUNTY WARNING AREA A SEVERE WEATHER CLIMATOLOGY FOR THE WILMINGTON, NC WFO COUNTY WARNING AREA Carl R. Morgan National Weather Service Wilmington, NC 1. INTRODUCTION The National Weather Service (NWS) Warning Forecast Office

More information

TOURISM AND REGIONAL DEVELOPMENT IN THE AGEAN REGION OF TURKEY

TOURISM AND REGIONAL DEVELOPMENT IN THE AGEAN REGION OF TURKEY TOURISM AND REGIONAL DEVELOPMENT IN THE AGEAN REGION OF TURKEY Prof. Dr. Sedef Akgüngör Dokuz Eylül University, Faculty of Business sedef.akgungor@deu.edu.tr Assoc. Prof. Yeşim Kuştepeli Dokuz Eylül University,

More information

ISSN: 1306-3111/1308-7304 Received: October 2013 NWSA ID: 204.9.2.3A0066 Accepted: April 2014 E-Journal of New World Sciences Academy

ISSN: 1306-3111/1308-7304 Received: October 2013 NWSA ID: 204.9.2.3A0066 Accepted: April 2014 E-Journal of New World Sciences Academy NWSA-Physical Sciences Status : Original Study ISSN: 1306-3111/1308-7304 Received: October 2013 NWSA ID: 204.9.2.3A0066 Accepted: April 2014 E-Journal of New World Sciences Academy Ömer Bilen Yıldız Technical

More information

DATA VISUALIZATION GABRIEL PARODI STUDY MATERIAL: PRINCIPLES OF GEOGRAPHIC INFORMATION SYSTEMS AN INTRODUCTORY TEXTBOOK CHAPTER 7

DATA VISUALIZATION GABRIEL PARODI STUDY MATERIAL: PRINCIPLES OF GEOGRAPHIC INFORMATION SYSTEMS AN INTRODUCTORY TEXTBOOK CHAPTER 7 DATA VISUALIZATION GABRIEL PARODI STUDY MATERIAL: PRINCIPLES OF GEOGRAPHIC INFORMATION SYSTEMS AN INTRODUCTORY TEXTBOOK CHAPTER 7 Contents GIS and maps The visualization process Visualization and strategies

More information