administrativeadministrative units units designdesign in in...

11
17.08.2007 17.08.2007 1 Administrative Administrative Units Units Design Design in in Support Support of of Territorial Territorial Development Development in in Turkey Turkey Turkey Turkey A.C. AYDINOGLU, M. OZENDI, T. YOMRALIOGLU A.C. AYDINOGLU, M. OZENDI, T. YOMRALIOGLU Oral session 3 Oral session 3-2: SDI Database Development 2: SDI Database Development August 8th, 15:00 August 8th, 15:00 – 16:30 (Room: Galaxy 2 16:30 (Room: Galaxy 2) KTU KTU GISLab GISLab, Trabzon , Trabzon-Turkey Turkey XXIII. XXIII. XXIII. International International International Cartographic Cartographic Cartographic Conference Conference Conference ICC 2007 ICC 2007 ICC 2007 August August August 04 04 04-10 10 10, 200 , 200 , 2007, 7, 7, Moscow Moscow Moscow, , , Russia Russia Russia, , , Overview Overview An introduction describing SDI concept An introduction describing SDI concept Administrative Administrative Unit Unit Data Data theme theme Designing Designing Administrative Administrative Unit Unit Spatial Spatial Data Data Sets Sets Case Studies supporting SDI development from local to Case Studies supporting SDI development from local to national level national level Conclusions Conclusions Arif Cagdas AYDINOGLU Arif Cagdas AYDINOGLU 01/ 01/18 18

Upload: trannhi

Post on 26-May-2018

215 views

Category:

Documents


0 download

TRANSCRIPT

17.08.200717.08.2007

11

AdministrativeAdministrative UnitsUnits DesignDesign in in SupportSupport of of TerritorialTerritorial DevelopmentDevelopment in in TurkeyTurkeyTurkeyTurkeyA.C. AYDINOGLU, M. OZENDI, T. YOMRALIOGLUA.C. AYDINOGLU, M. OZENDI, T. YOMRALIOGLUOral session 3Oral session 3--2: SDI Database Development2: SDI Database DevelopmentAugust 8th, 15:00 August 8th, 15:00 –– 16:30 (Room: Galaxy 216:30 (Room: Galaxy 2))

KTU KTU GISLabGISLab, Trabzon, Trabzon--TurkeyTurkey

XXIII. XXIII. XXIII. InternationalInternationalInternational CartographicCartographicCartographic ConferenceConferenceConferenceICC 2007ICC 2007ICC 2007

AugustAugustAugust 040404---101010, 200, 200, 2007, 7, 7, MoscowMoscowMoscow, , , RussiaRussiaRussia, , ,

OverviewOverview

An introduction describing SDI conceptAn introduction describing SDI concept

AdministrativeAdministrative UnitUnit Data Data themetheme

DesigningDesigning AdministrativeAdministrative UnitUnit SpatialSpatial Data Data SetsSets

Case Studies supporting SDI development from local to Case Studies supporting SDI development from local to national levelnational level

ConclusionsConclusions

Arif Cagdas AYDINOGLUArif Cagdas AYDINOGLU01/01/1818

17.08.200717.08.2007

22

IntroductionIntroduction

Geographic Information (GI)Geographic Information (GI) has has economic / social / policy valueeconomic / social / policy value..

Geographic Information Geographic Information SystemsSystems ((GISGIS)) is is h ih i t dt d ll b till b ti ff t f ff t f changingchanging towardstowards ccollaborativeollaborative efforts for efforts for

data sharingdata sharing andand useuse..

Information Systems (IS)Information Systems (IS) have been rehave been re--conceptualized as conceptualized as IIII..

IInformationnformation InfrastructureInfrastructure (II)(II) proviprovidesdesintegrated solutions with the helping of integrated solutions with the helping of ICTsICTs andand controlcontrol varied technologies, varied technologies, policiespolicies standards standards

GIS

policiespolicies, standards , standards

SpatialSpatial Data Data InfrastructureInfrastructure (SDI)(SDI),,enablesenables the effective collection, the effective collection, management, management, andand access of access of GI.GI.

Arif Cagdas AYDINOGLUArif Cagdas AYDINOGLUN

etw

ork

Net

wor

k02/02/1818

……

……AddressAddress

Admin. UnitAdmin. Unit

MetadataMetadata

DATA PRODUCER / PROVİDERDATA PRODUCER / PROVİDER USERSUSERS

UserUser11

IntroductionIntroduction

……EşyükseltiEşyükselti

NehirNehir

MetaveriMetaveri

SoilSoilLand UseLand Use

……TopographyTopographyHydrographyHydrography

MetadataMetadata

GIS GIS P lP l

UserUser22

…………

MetadataMetadata

……

……

PortalPortalMatadataMatadata

CatalogCatalog

UserUsernn

Arif Çağdaş AYDINOGLUArif Çağdaş AYDINOGLU03/03/1818

17.08.200717.08.2007

33

ApplicationApplication andand InformationInformation ProductsProducts

BusinessBusiness NeedsNeedsIntroductionIntroduction

LayersLayers DatasetsDatasets

ComponentsComponents ofofA GIS Data ModelA GIS Data Model

Arif Çağdaş AYDINOGLUArif Çağdaş AYDINOGLU00/0000/00

ULUL TransportationIBIB Administrative Units

ARAR Land CoverHIHI Hidrography

TOTO TopographyGEGE Geodesy

MBMB Ownership/Address……

yy

AdministrationAdministration UnitUnit Data Data ThemeThemeAdministrative Unit Administrative Unit Data TData Themehemedetermines responsibility areas of related association/institutiondetermines responsibility areas of related association/institution, , surrounded by administrative boundaries,surrounded by administrative boundaries, and and have importance for managing a country or region effectively.have importance for managing a country or region effectively.

For example; For example; Trabzon ProvinceTrabzon ProvinceEsentepeEsentepe District, or District, or any institution can be any institution can be accepted as an accepted as an administrative unit with administrative unit with their boundaries. their boundaries.

Arif Çağdaş AYDINOGLUArif Çağdaş AYDINOGLU00/0000/00

ApplicationApplication AreasAreasUUsedsed as base layers on many thematic applications executed by different as base layers on many thematic applications executed by different

iinstitutionsnstitutions at at differentdifferent levelslevelsGeoreferencingGeoreferencing thethe data data withwith edgeedge--matchingmatchingPopulationPopulation andand EconomicEconomic AnalysisAnalysis

DeterminingDetermining regionalregional developmentdevelopment policiespolicies……

17.08.200717.08.2007

44

AdministrationAdministration UnitUnit Data Data ThemeThemeAdministration Unit

(The lowest level)Administration Unit

(Higher Level)

includes 0:1

includes 0:m

owned 1:1

EuroBoundaryMapEuroBoundaryMap(SABE) (SABE)

AdministrativeAdministrative UnitUnitConceptualConceptual SchemaSchema

Administration BoundaryAdministration Area

MainLand Island

Condominium

1:m

includes 1:1

includes 1:1

* * An An AAdministratidministrationon UUnit nit is controlled by an administrative authorityis controlled by an administrative authority. . Each administrative unit Each administrative unit

Arif Çağdaş AYDINOGLUArif Çağdaş AYDINOGLU00/0000/00

has a name and a unique code. has a name and a unique code. * * It is included in a unit at a higher level of the national hierarchy and consists of lower level It is included in a unit at a higher level of the national hierarchy and consists of lower level units.units. It may host the residence of a unit at a higher level in the hierarchy. It may host the residence of a unit at a higher level in the hierarchy. * * An An AAdministratidministrationon UUnitnit is composed of one or more administrative areas. One is composed of one or more administrative areas. One administrative administrative areaarea of each lowest level administrative unit is its of each lowest level administrative unit is its mainlandmainland polygon. All other areas arepolygon. All other areas areexexlaveslaves..* * A A CCondominiumondominium is an area governed by different authorities. is an area governed by different authorities. An administrative boundary segment is a line An administrative boundary segment is a line seperatingseperating two adjacent administrative areas. two adjacent administrative areas.

AdministrativeAdministrative StructureStructure in in TurkeyTurkey Ülke

Bölge

Alt Bölge

1*

1*

ÜlkeÜlke CountryCountry

İl

1*

İlçe

BüyüksehirBelediyesi

1

0..1

1*

1

1

Bölge Bölge NUTS INUTS IAlt Bölge Alt Bölge NUTS IINUTS IIİL İL NUTS IIINUTS III

Ülke Ülke CountryCountry

Büyükşehir BelediyesiBüyükşehir BelediyesiMetropolitanMetropolitan MunicipalityMunicipality

İlİl C tC t

Arif Çağdaş AYDINOGLUArif Çağdaş AYDINOGLU00/0000/00

Belediye

Mahalle Köy

1*

BelediyeMucavir

1 1

MahalleMahalleDistrictDistrict

Spatial Hierarchy Approach

Belediye Belediye MunicipalityMunicipality

İlçe İlçe CountyCounty

KöyKöyVillageVillage

17.08.200717.08.2007

55

Creating Administrative Unit CodeCreating Administrative Unit Code

Ulu

sal

NU

TS1

NU

TS2

NU

TS3-İl

İlçe

Bele

diye

/Bel

d

Köy/

Mah

alle

TR X X X X X X X X X X

Administrative Unit Code (IDBK)

TR X X X X X X X X X X

ESTAT

TURKSTATGen. Direc. of

Local Governments

Administration Level IDBK Example Structure Determination

Country (Ülke) TR0000000000 Türkiye 10

Arif Çağdaş AYDINOGLUArif Çağdaş AYDINOGLU00/0000/00

Country (Ülke) TR0000000000 Türkiye 10NUTS1 (Bölge) TR9000000000 Doğu Karadeniz Bölgesi 9NUTS2 (Alt Bölge) TR9000000000 Trabzon Alt Bölgesi 8NUTS3 (İl) TR9010000000 Trabzon İli 7County (İlçe) TR9011200000 Trabzon/Akçaabat İlçesi 5Metropolitan Municipality TR100BB00000 İstanbul Büyükşehir Belediyesi 5Municipality (Belediye) TR9011205000 Trabzon/Akçaabat İlçesi/Akçakale Beldesi 3Köy/Mahalle (Village/District) TR9011205012 Trabzon/Akçaabat İlçesi/XXX Köyü 0

İdari Birim Konumsal Veri ModeliYerel / İl / Bölgesel / Ulusal Konumsal Veri Katmanları için Önerilen Veri Paylaşım Bilgi Modeli

Coğrafi Veri GruplarıYöntem Kullanım DüzeyiVeri Katmanlarıİdari Birimler

İİBS, İl, İlçe, Belediye, Köy, Mahalle idari alanları ve İdari Merkezleri, Kamu kurumlarının sorumluluk alanlarıİdari Sınır Haritası, Demografik HaritalarMerkezi ve Yerel Kamu KurumlarıPoligon, Noktaİdari Birim sınırları hiyerarşik anlamda düşey olarak bütünleştirilmeli, yol orta hattı, nehir ve parsel detayı sınırlarını takip etmelidir. İdari Alanlar kendi üzerine örtüşmemelidir.İdari Birim Kodu (İDBK), İdari Birimleri ait demografik veri

Ulusal/Bölgesel İl/İlçe Belediye/Mahalle/Köy

İdari Birim Haritası İl/İlçe Okur-Yazarlık Haritasi Numarataj Haritası

İl / İlçe Sınır Haritaları 1:25000 ve 1:100000'lik harita altlıklarından temin edilebilir. Belediye ve Mahalle sınırları Belediyelerin harita birimlerinden, köy sınırlarını İl Özel İdaresi veya Bayındırlık İl Müdürlüğü harita altlıklarından temin edilebilir. Farklı sistemlerde ve altlıklarda üretilmiş konumsal verinin aynı koordinat sisteminde bütünleştirilmesi ve düşey hiyerarşide modellenmesi gerekmetedir.

IBIBNUTS Bölgeleri

Merkezi İdareler

Yerel İdareler

BOLGBOLG

ABOLABOL

ILCEILCE

N3ILN3IL

BELDBELD

BEMUBEMU

MAKOMAKO

IBMEIBME

Her idari birim bir alana sahiptir

1 1

Her idari birim bir alana sahiptir

1 1

Türkiye’nin İdari Birim Alanlarının Hiyerarşik Yapısı UML Modeli

Ülke

-shape : esriFieldTypeGeometryMerkezi/Yerel Idare::feature

AdministrativeAdministrative UnitUnit Data Data ThemeTheme

SpatialSpatial DataData themetheme waswasBölge

Alt Bölge

1*

1*

İl

1*

İlçe

Belediye

Mahalle Köy

1*

BüyüksehirBelediyesi

1

0..1

1*

BelediyeMucavir

1

1

1 1

EuroBoundaryMap ve SABE Projesi Standardı

İdari Birim (Üst Düzey)İdari Birim (En Düşük Düzey)

-içerir 0:1

-IDBK : esriFieldTypeString-OIBK : esriFieldTypeString-ISIM : esriFieldTypeString-KAVE : esriFieldTypeString-KAKU : esriFieldTypeString-ALVA : esriFieldTypeInteger-GUTA : esriFieldTypeDate-GUTI : esriFieldTypeInteger

Merkezi/Yerel Idare::N3IL

-IDBK-OIBK-ISIM-KAVE-KAKU-ALVA-GUTA-GUTI

Merkezi/Yerel Idare::BELD

-IDBK : esriFieldTypeString-OIBK : esriFieldTypeString-ISIM : esriFieldTypeString-KAVE : esriFieldTypeString-KAKU : esriFieldTypeString-ALVA : esriFieldTypeInteger-GUTA : esriFieldTypeDate-GUTI : esriFieldTypeInteger

Merkezi/Yerel Idare::ILCE

-ISIM : esriFieldTypeString-IDBK : esriFieldTypeString-IDBT : esriFieldTypeString

Merkezi/Yerel Idare::BEMU

-IDBK : esriFieldTypeString-OIBK : esriFieldTypeString-ISIM : esriFieldTypeString-KAVE : esriFieldTypeString-KAKU : esriFieldTypeString-ALVA : esriFieldTypeInteger-GUTA : esriFieldTypeDate-GUTI : esriFieldTypeInteger

NUTS Bolgeleri::BOLG

-IDBK : esriFieldTypeString-OIBK : esriFieldTypeString-ISIM : esriFieldTypeString-KAVE : esriFieldTypeString-KAKU : esriFieldTypeString-ALVA : esriFieldTypeInteger-GUTA : esriFieldTypeDate-GUTI : esriFieldTypeInteger

NUTS Bolgeleri::ABOL

İİBS Yerel YönetimMerkezi Yönetim

-IDBK-OIBK-ISIM-KAVE-KAKU-ALVA-GUTA-GUTI

BBEL

-ULKO : esriFieldTypeString-NU1K : esriFieldTypeString-NU2K : esriFieldTypeString-NU3K : esriFieldTypeString-ILCK : esriFieldTypeString-BELK : esriFieldTypeString-MAKK : esriFieldTypeString-IDBK : esriFieldTypeString-IDBD : esriFieldTypeInteger-ISIM : esriFieldTypeString-IDBT : esriFieldTypeString-KAVE : esriFieldTypeString-KAKU : esriFieldTypeString-GUTA : esriFieldTypeDate-GUTI : esriFieldTypeSmallInteger

IDME

SpatialSpatial Data Data themetheme waswasnamednamed as as AdministrationAdministrationUnitUnit. .

SSpecificationspecifications were were produced for creation, produced for creation, maintenance, and sharing maintenance, and sharing GI. Specifications includeGI. Specifications include•• Datasets, Datasets,

-aittir 1:1

AnaKara AdaKara

-içerir 1:1 -içerir 0:m

İdariAlan

-içerir 1:1-içerir 1:1

İdariSınır-sınırlandırışmış 1:m

SABE veritabanınında ifade edilen İdari Birim Modeli’ne göre; * Her İdari Birim bir otorite tarafından kontrol edilmelidir. Örneğin; Fransa'daki Commune, İngiltere'deki Ward, Almanya'daki Germainde, Finlandiya'da Kunta, Slovenya'da Obcina..vb. * Her İdari Birimi bir isme ve koda sahiptir. Örneğin; İl olarak Trabzon İdari Birimi TR901 kodla ifade edilir. * Bir İdari Birim bir yada daha fazla İdari Alan içerebilir. Her en düşük düzey idari birimin bir idari alanı onun AnaKara alanıdır (poligonudur). Bütün diğer alanlar AdaKara'dır. Örneğin; bir köyün AnaKara’sı mevcut eden köye bağlı olan başka bir yerdeki yaylak olanı onun AdaKara’sıdır.* İdari Birim, ulusal hiyerarşide daha yüksek düzeydeki İdari Birim'e aittir ve daha düşük İdari Birim'ler içerir. Örneğin; Akçaabat ilçesi Trabzon İline aitken köyler ve belediyeler içerir.* Kondominyum, farklı otoriteler tarafından yönetilebilen idari alandır.* İdari Sınır, iki komşu idari alanı ayıran çizgidir. Yalnız en düşük düzey idari alanda varolabilir ve birimleri birden daha fazla düzeye ayırabilir.

-IDBK : esriFieldTypeString-OIBK : esriFieldTypeString-ISIM : esriFieldTypeString-KAVE : esriFieldTypeString-KAKU : esriFieldTypeString-ALVA : esriFieldTypeInteger-GUTA : esriFieldTypeDate-GUTI : esriFieldTypeInteger

Merkezi/Yerel Idare::MAKO

,,•• Feature Types, Feature Types, •• Uses of Data, Uses of Data, •• Recommended Attributes,Recommended Attributes,•• Domains, Domains, andand•• Spatial Integrity RulesSpatial Integrity Rules..

17.08.200717.08.2007

66

AdministrationAdministration UnitUnit SpatialSpatial Data Data SetsSetsIBIB Administrative Unit

NUTSBOLGBOLG

ABOLABOL

N3ILN3IL

IBMEIBME

Her idari birim bir Her idari birim bir

Regions

Sub-regions

Province

AdministrativeCenter

CentralAdministration

MetropolitanMunicipality

ILCEILCE

BELDBELD

BEMUBEMU

MAKOMAKO

alana sahiptir

1 1alana sahiptir

1 1 County

ContiguousMunicipality

BBELBBEL

Municipality

District / Village

Administration

LocalAdministrationSoftwareSoftware

Data Data ModelsModels

Arif Çağdaş AYDINOGLUArif Çağdaş AYDINOGLU00/0000/00

MetadataMetadata

SpatialSpatial DataDataSetsSets DataData

SourcesSources

RulesRules

SpatialSpatial Data Data SetsSets withwith AttributesAttributes

NUTS Central

Admin.

Local

Admin.

Arif Çağdaş AYDINOGLUArif Çağdaş AYDINOGLU00/0000/00

17.08.200717.08.2007

77

TopologyTopology RelationshipRelationship

Input Data Set Spatial Rule Secondary Data SetAllAll polygonpolygon datasetsdatasets Must not overlap --AllAll ll d t td t t M t t h

10/10/1818

AllAll polygonpolygon datasetsdatasets Must not have gaps --AllAll polygonpolygon datasetsdatasets Contains point IDMEIDME

MAKOMAKO Must be covered by ILCEILCEILCEILCE Must be covered by N3ILN3ILN3ILN3IL Must be covered by ABOLABOLABOLABOL Must be covered by BOLGBOLGBELDBELD Must be covered by feature class of MAKO (mahalle)MAKO (mahalle)BBELBBEL Must be covered by feature class of BELD (alt kademe)BELD (alt kademe)

Designing Geodatabase at Provincial LevelDesigning Geodatabase at Provincial LevelULUL TransportationIBIB Administrative Units

ARAR Land Cover

HIHI Hidrography

TOTO TopographyGEGE Geodesy

LocalLocalDataData

NationalNationalDataData

NSDINSDI

-- DistributionDistribution

MBMB Ownership/Address……

KTU GISLabKTU GISLabData Sharing Data Sharing Information ModelInformation Model ETLETL

06/06/1818

-- DönüştürmeDönüştürme-- GenelleştirmeGenelleştirme-- BütünleştirmeBütünleştirme

17.08.200717.08.2007

88

BOLGBOLG and and N3ILN3IL datasetsdatasets

CaseCase StudyStudy forfor Trabzon Trabzon ProvinceProvincespatial data was collected from different sourcesspatial data was collected from different sourcesAs to As to geodatabasegeodatabase model, data was collected on model, data was collected on ArcGISArcGIS GeodatabaseGeodatabase

N3ILN3IL and and ILÇE ILÇE datasetsdatasets

BELD and MAKO datasetsBELD and MAKO datasets

10/10/1818

NUMA datasetNUMA dataset

IBIB

BOG ABOL

BELD

ILCEN3IL

MAKOIBME

NUTS Regions

Provinces/Counties

Municipalities BEMU

Region Region Census Density MapCensus Density Map

SubSub--RegionsRegionsImmigration Immigration

MapMap

Applications / Information ProductsApplications / Information ProductsData Sharing Information Model Data Sharing Information Model Data SourcesData Sources

Provincial Provincial ManagementManagement

Public WorksPublic WorksDirectorateDirectorate

Administrative Units

DistrictsVillages

AdminUnit Centers

ULUL Transportation

CountyCountyLiteracy MapLiteracy Map

Districts/Village Districts/Village Census Density MapCensus Density Map

ProvincialProvincialAdministrative Unit Administrative Unit

MapMap

MunicipalitiesMunicipalities

G.D. of Land G.D. of Land Own.& CadastreOwn.& Cadastre

Turkey StatisticsTurkey StatisticsInstituteInstitute

MBMB Ownership/Address……

ARAR Land CoverHIHI Hidrography

TOTO Topography

GEGE Geodesy

BAGR KICINOYU

YUKS KINOSAYM

NUMAYAPI

………

……

NUFS

NUYO

NUGH

Census Density

Census Density

Income..

Census

Statistics Districts / VillageDistricts / VillageCancer Incidance MapCancer Incidance Map

© A. Ç. AYDINOĞLU

……NUMA

Health ProvincialHealth ProvincialDirectorateDirectorate

YAPI

……

HealthEPID

StreetStreetAddress MapAddress Map

17.08.200717.08.2007

99

TR90 TR90 subsubregionregion

countiescountiespopulationpopulation

densitydensity andandvillagevillage--citycity

CaseCase StudyStudy : : NationalNational / / RegionalRegional LevelLevel

TurkeyTurkey ProvincesProvincesIncomeIncome, , PopulationPopulation, ,

villagevillage citycitypopulationpopulationdistributiondistribution

mapmap

NetNet--ImmigrationImmigration MapMap

13/13/1818

Internet Internet basedbased Trabzon Trabzon ProvinceProvince MapMap

CaseCase StudyStudy : : ProvinceProvince / / CountyCounty LevelLevel

14/14/1818

17.08.200717.08.2007

1010

CaseCase StudyStudy: : ProvinceProvince / / CountyCounty LevelLevelRegional and Provincial Regional and Provincial Tourism MapsTourism Maps

3

Determining Tourism Investment Areas on Determining Tourism Investment Areas on BlackSea Region of TurkeyBlackSea Region of Turkey

15/15/1818

1

2

3

CaseCase StudyStudy : : MunicipalityMunicipality/ / DistrictDistrict / / VillageVillage LevelLevel

@Trabzon Urban Atlas@Trabzon Urban Atlas

16/16/1818

17.08.200717.08.2007

1111

CONCLUSIONSCONCLUSIONS

Public Public InstitutioInstitutionsns hahaveve produced spatial data on different formats and produced spatial data on different formats and standards in Turkey. Collecting and sharing spatial data coming from standards in Turkey. Collecting and sharing spatial data coming from different sources have difficulty. different sources have difficulty.

Especially, it is difficult to get District and Village Administrative data setsEspecially, it is difficult to get District and Village Administrative data setsEspecially, it is difficult to get District and Village Administrative data sets Especially, it is difficult to get District and Village Administrative data sets from local governments.from local governments.

To execute various thematic applications, Administrative Unit data theme To execute various thematic applications, Administrative Unit data theme should be modeled and combined as a part of SDI development from should be modeled and combined as a part of SDI development from national to local level.national to local level.

By this way, it is required to build Data Sharing Information Model as By this way, it is required to build Data Sharing Information Model as examined in this studyexamined in this study forfor allall data data themesthemes..

This approach enables a variety of applications This approach enables a variety of applications from census and from census and demography to public health and environment for planning, maintaining, demography to public health and environment for planning, maintaining, or rationalising activitiesor rationalising activities..

18/18/1818

Thanks for your listening…Thanks for your listening…Greetings from TrabzonGreetings from Trabzon

Arif Cagdas AYDINOGLU, Ress. Ass.Arif Cagdas AYDINOGLU, Ress. Ass.Karadeniz Technical UniversityKaradeniz Technical UniversityDept. Of Geodesy and Photog. EngineeringDept. Of Geodesy and Photog. EngineeringGISLab 61080 TRABZONGISLab 61080 TRABZON

www.gislab.ktu.edu.trwww.gislab.ktu.edu.tr

GISLab 61080 TRABZONGISLab 61080 TRABZONee--mail: [email protected]: [email protected]