Production of a Land Cover/Land Use (LC/LU) Map of Izmir Metropolitan City by Using High-Resolution Images

Elif Sertel; Raziye Hale Topaloğlu; Kübra Bahşi; Beril Varol; Nebiye Musaoğlu

doi:10.1007/978-3-030-51210-1_290

Production of a Land Cover/Land Use (LC/LU) Map of Izmir Metropolitan City by Using High-Resolution Images

Elif Sertel
, Raziye Hale Topaloğlu
, Kübra Bahşi
, Beril Varol
, Nebiye Musaoğlu^*

^*Bu çalışma için yazışmadan sorumlu yazar

Harita Mühendisliği Bölümü

Istanbul Technical University

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

2 Atıf (Scopus)

Özet

The main objective of this study is to create a land cover/land use (LC/LU) map of a part in the Izmir metropolitan city in Turkey, based on an enhanced Urban Atlas nomenclature, using geographic object-based image analysis (GEOBIA) techniques. For this purpose, high-resolution SPOT 7 images from different seasons with a 1.5 m spatial resolution were used as the main earth observation (EO) data, and then rule-based object-oriented classification methods were applied to create the LC/LU map. Open-source geospatial data such as Open Street Map (OSM) and Wikimapia were also integrated into the classification to better identify some LC/LU classes such as Discontinuous Medium Density Urban Fabric, Fast Transit Roads and Associated Land, Airport as well as increase the total accuracy of the classification. In total, 23 LC/LU classes are determined in the study area with different accuracy values. An area-based accuracy assessment for random areas was performed to determine the classification accuracy of the obtained LC/LU map. The overall accuracy and kappa values were found as 88.84% and 0.882, respectively.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	Recent Advances in Environmental Science from the Euro-Mediterranean and Surrounding Regions - Proceedings of 2nd Euro-Mediterranean Conference for Environmental Integration, EMCEI-2 2019
Editörler	Mohamed Ksibi, Achraf Ghorbal, Sudip Chakraborty, Helder I. Chaminé, Maurizio Barbieri, Giulia Guerriero, Olfa Hentati, Abdelazim Negm, Anthony Lehmann, Jörg Römbke, Armando Costa Duarte, Elena Xoplaki, Nabil Khélifi, Gilles Colinet, João Miguel Dias, Imed Gargouri, Eric D. Van Hullebusch, Benigno Sánchez Cabrero, Settimio Ferlisi, Chedly Tizaoui, Amjad Kallel, Sami Rtimi, Sandeep Panda, Philippe Michaud, Jaya Narayana Sahu, Mongi Seffen, Vincenzo Naddeo
Yayınlayan	Springer Science and Business Media Deutschland GmbH
Sayfalar	1837-1846
Sayfa sayısı	10
ISBN (Basılı)	9783030512095
DOI'lar	https://doi.org/10.1007/978-3-030-51210-1_290
Yayın durumu	Yayınlandı - 2021
Etkinlik	2nd Euro-Mediterranean Conference on Environmental Integration, EMCEI 2019 - Sousse, Tunisia Süre: 10 Eki 2019 → 13 Eki 2019

Yayın serisi

Adı	Environmental Science and Engineering
ISSN (Basılı)	1863-5520
ISSN (Elektronik)	1863-5539

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	2nd Euro-Mediterranean Conference on Environmental Integration, EMCEI 2019
Ülke/Bölge	Tunisia
Şehir	Sousse
Periyot	10/10/19 → 13/10/19

Bibliyografik not

Publisher Copyright:
© 2021, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG.

Finansman

Acknowledgements The authors would like to express their gratitude to the Istanbul Technical University and the Scientific Research Project Funding for their financial support under project number MGA-2017-40936.

Finansörler	Finansör numarası
Istanbul Teknik Üniversitesi	MGA-2017-40936

BM SKH

Bu sonuç, aşağıdaki Sürdürülebilir Kalkınma Hedefine/Hedeflerine katkıda bulunur

SKH 11 Sürdürülebilir Şehirler ve Topluluklar

Belgeye Erişim

10.1007/978-3-030-51210-1_290

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Sertel, E., Topaloğlu, R. H., Bahşi, K., Varol, B., & Musaoğlu, N. (2021). Production of a Land Cover/Land Use (LC/LU) Map of Izmir Metropolitan City by Using High-Resolution Images. In M. Ksibi, A. Ghorbal, S. Chakraborty, H. I. Chaminé, M. Barbieri, G. Guerriero, O. Hentati, A. Negm, A. Lehmann, J. Römbke, A. Costa Duarte, E. Xoplaki, N. Khélifi, G. Colinet, J. Miguel Dias, I. Gargouri, E. D. Van Hullebusch, B. Sánchez Cabrero, S. Ferlisi, C. Tizaoui, A. Kallel, S. Rtimi, S. Panda, P. Michaud, J. N. Sahu, M. Seffen, ... V. Naddeo (Eds.), Recent Advances in Environmental Science from the Euro-Mediterranean and Surrounding Regions - Proceedings of 2nd Euro-Mediterranean Conference for Environmental Integration, EMCEI-2 2019 (pp. 1837-1846). (Environmental Science and Engineering). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-030-51210-1_290

Sertel, Elif ; Topaloğlu, Raziye Hale ; Bahşi, Kübra et al. / Production of a Land Cover/Land Use (LC/LU) Map of Izmir Metropolitan City by Using High-Resolution Images. Recent Advances in Environmental Science from the Euro-Mediterranean and Surrounding Regions - Proceedings of 2nd Euro-Mediterranean Conference for Environmental Integration, EMCEI-2 2019. editör / Mohamed Ksibi ; Achraf Ghorbal ; Sudip Chakraborty ; Helder I. Chaminé ; Maurizio Barbieri ; Giulia Guerriero ; Olfa Hentati ; Abdelazim Negm ; Anthony Lehmann ; Jörg Römbke ; Armando Costa Duarte ; Elena Xoplaki ; Nabil Khélifi ; Gilles Colinet ; João Miguel Dias ; Imed Gargouri ; Eric D. Van Hullebusch ; Benigno Sánchez Cabrero ; Settimio Ferlisi ; Chedly Tizaoui ; Amjad Kallel ; Sami Rtimi ; Sandeep Panda ; Philippe Michaud ; Jaya Narayana Sahu ; Mongi Seffen ; Vincenzo Naddeo. Springer Science and Business Media Deutschland GmbH, 2021. pp. 1837-1846 (Environmental Science and Engineering).

@inproceedings{86516bb563a64dc39cd21f06a72f0f5a,

title = "Production of a Land Cover/Land Use (LC/LU) Map of Izmir Metropolitan City by Using High-Resolution Images",

abstract = "The main objective of this study is to create a land cover/land use (LC/LU) map of a part in the Izmir metropolitan city in Turkey, based on an enhanced Urban Atlas nomenclature, using geographic object-based image analysis (GEOBIA) techniques. For this purpose, high-resolution SPOT 7 images from different seasons with a 1.5 m spatial resolution were used as the main earth observation (EO) data, and then rule-based object-oriented classification methods were applied to create the LC/LU map. Open-source geospatial data such as Open Street Map (OSM) and Wikimapia were also integrated into the classification to better identify some LC/LU classes such as Discontinuous Medium Density Urban Fabric, Fast Transit Roads and Associated Land, Airport as well as increase the total accuracy of the classification. In total, 23 LC/LU classes are determined in the study area with different accuracy values. An area-based accuracy assessment for random areas was performed to determine the classification accuracy of the obtained LC/LU map. The overall accuracy and kappa values were found as 88.84\% and 0.882, respectively.",

keywords = "Geographic object-based image analysis (GEOBIA) techniques, Izmir, LC/LU maps, SPOT",

author = "Elif Sertel and Topaloğlu, \{Raziye Hale\} and K{\"u}bra Bah{\c s}i and Beril Varol and Nebiye Musaoğlu",

note = "Publisher Copyright: {\textcopyright} 2021, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG.; 2nd Euro-Mediterranean Conference on Environmental Integration, EMCEI 2019 ; Conference date: 10-10-2019 Through 13-10-2019",

year = "2021",

doi = "10.1007/978-3-030-51210-1\_290",

language = "English",

isbn = "9783030512095",

series = "Environmental Science and Engineering",

publisher = "Springer Science and Business Media Deutschland GmbH",

pages = "1837--1846",

editor = "Mohamed Ksibi and Achraf Ghorbal and Sudip Chakraborty and Chamin{\'e}, \{Helder I.\} and Maurizio Barbieri and Giulia Guerriero and Olfa Hentati and Abdelazim Negm and Anthony Lehmann and J{\"o}rg R{\"o}mbke and \{Costa Duarte\}, Armando and Elena Xoplaki and Nabil Kh{\'e}lifi and Gilles Colinet and \{Miguel Dias\}, Jo{\~a}o and Imed Gargouri and \{Van Hullebusch\}, \{Eric D.\} and \{S{\'a}nchez Cabrero\}, Benigno and Settimio Ferlisi and Chedly Tizaoui and Amjad Kallel and Sami Rtimi and Sandeep Panda and Philippe Michaud and Sahu, \{Jaya Narayana\} and Mongi Seffen and Vincenzo Naddeo",

booktitle = "Recent Advances in Environmental Science from the Euro-Mediterranean and Surrounding Regions - Proceedings of 2nd Euro-Mediterranean Conference for Environmental Integration, EMCEI-2 2019",

address = "Germany",

}

Sertel, E, Topaloğlu, RH, Bahşi, K, Varol, B & Musaoğlu, N 2021, Production of a Land Cover/Land Use (LC/LU) Map of Izmir Metropolitan City by Using High-Resolution Images. in M Ksibi, A Ghorbal, S Chakraborty, HI Chaminé, M Barbieri, G Guerriero, O Hentati, A Negm, A Lehmann, J Römbke, A Costa Duarte, E Xoplaki, N Khélifi, G Colinet, J Miguel Dias, I Gargouri, ED Van Hullebusch, B Sánchez Cabrero, S Ferlisi, C Tizaoui, A Kallel, S Rtimi, S Panda, P Michaud, JN Sahu, M Seffen & V Naddeo (eds), Recent Advances in Environmental Science from the Euro-Mediterranean and Surrounding Regions - Proceedings of 2nd Euro-Mediterranean Conference for Environmental Integration, EMCEI-2 2019. Environmental Science and Engineering, Springer Science and Business Media Deutschland GmbH, pp. 1837-1846, 2nd Euro-Mediterranean Conference on Environmental Integration, EMCEI 2019, Sousse, Tunisia, 10/10/19. https://doi.org/10.1007/978-3-030-51210-1_290

Production of a Land Cover/Land Use (LC/LU) Map of Izmir Metropolitan City by Using High-Resolution Images. / Sertel, Elif; Topaloğlu, Raziye Hale; Bahşi, Kübra et al.
Recent Advances in Environmental Science from the Euro-Mediterranean and Surrounding Regions - Proceedings of 2nd Euro-Mediterranean Conference for Environmental Integration, EMCEI-2 2019. ed. / Mohamed Ksibi; Achraf Ghorbal; Sudip Chakraborty; Helder I. Chaminé; Maurizio Barbieri; Giulia Guerriero; Olfa Hentati; Abdelazim Negm; Anthony Lehmann; Jörg Römbke; Armando Costa Duarte; Elena Xoplaki; Nabil Khélifi; Gilles Colinet; João Miguel Dias; Imed Gargouri; Eric D. Van Hullebusch; Benigno Sánchez Cabrero; Settimio Ferlisi; Chedly Tizaoui; Amjad Kallel; Sami Rtimi; Sandeep Panda; Philippe Michaud; Jaya Narayana Sahu; Mongi Seffen; Vincenzo Naddeo. Springer Science and Business Media Deutschland GmbH, 2021. p. 1837-1846 (Environmental Science and Engineering).

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

TY - GEN

T1 - Production of a Land Cover/Land Use (LC/LU) Map of Izmir Metropolitan City by Using High-Resolution Images

AU - Sertel, Elif

AU - Topaloğlu, Raziye Hale

AU - Bahşi, Kübra

AU - Varol, Beril

AU - Musaoğlu, Nebiye

PY - 2021

Y1 - 2021

N2 - The main objective of this study is to create a land cover/land use (LC/LU) map of a part in the Izmir metropolitan city in Turkey, based on an enhanced Urban Atlas nomenclature, using geographic object-based image analysis (GEOBIA) techniques. For this purpose, high-resolution SPOT 7 images from different seasons with a 1.5 m spatial resolution were used as the main earth observation (EO) data, and then rule-based object-oriented classification methods were applied to create the LC/LU map. Open-source geospatial data such as Open Street Map (OSM) and Wikimapia were also integrated into the classification to better identify some LC/LU classes such as Discontinuous Medium Density Urban Fabric, Fast Transit Roads and Associated Land, Airport as well as increase the total accuracy of the classification. In total, 23 LC/LU classes are determined in the study area with different accuracy values. An area-based accuracy assessment for random areas was performed to determine the classification accuracy of the obtained LC/LU map. The overall accuracy and kappa values were found as 88.84% and 0.882, respectively.

AB - The main objective of this study is to create a land cover/land use (LC/LU) map of a part in the Izmir metropolitan city in Turkey, based on an enhanced Urban Atlas nomenclature, using geographic object-based image analysis (GEOBIA) techniques. For this purpose, high-resolution SPOT 7 images from different seasons with a 1.5 m spatial resolution were used as the main earth observation (EO) data, and then rule-based object-oriented classification methods were applied to create the LC/LU map. Open-source geospatial data such as Open Street Map (OSM) and Wikimapia were also integrated into the classification to better identify some LC/LU classes such as Discontinuous Medium Density Urban Fabric, Fast Transit Roads and Associated Land, Airport as well as increase the total accuracy of the classification. In total, 23 LC/LU classes are determined in the study area with different accuracy values. An area-based accuracy assessment for random areas was performed to determine the classification accuracy of the obtained LC/LU map. The overall accuracy and kappa values were found as 88.84% and 0.882, respectively.

KW - Geographic object-based image analysis (GEOBIA) techniques

KW - Izmir

KW - LC/LU maps

KW - SPOT

UR - https://www.scopus.com/pages/publications/85106163038

U2 - 10.1007/978-3-030-51210-1_290

DO - 10.1007/978-3-030-51210-1_290

M3 - Conference contribution

AN - SCOPUS:85106163038

SN - 9783030512095

T3 - Environmental Science and Engineering

SP - 1837

EP - 1846

BT - Recent Advances in Environmental Science from the Euro-Mediterranean and Surrounding Regions - Proceedings of 2nd Euro-Mediterranean Conference for Environmental Integration, EMCEI-2 2019

A2 - Ksibi, Mohamed

A2 - Ghorbal, Achraf

A2 - Chakraborty, Sudip

A2 - Chaminé, Helder I.

A2 - Barbieri, Maurizio

A2 - Guerriero, Giulia

A2 - Hentati, Olfa

A2 - Negm, Abdelazim

A2 - Lehmann, Anthony

A2 - Römbke, Jörg

A2 - Costa Duarte, Armando

A2 - Xoplaki, Elena

A2 - Khélifi, Nabil

A2 - Colinet, Gilles

A2 - Miguel Dias, João

A2 - Gargouri, Imed

A2 - Van Hullebusch, Eric D.

A2 - Sánchez Cabrero, Benigno

A2 - Ferlisi, Settimio

A2 - Tizaoui, Chedly

A2 - Kallel, Amjad

A2 - Rtimi, Sami

A2 - Panda, Sandeep

A2 - Michaud, Philippe

A2 - Sahu, Jaya Narayana

A2 - Seffen, Mongi

A2 - Naddeo, Vincenzo

PB - Springer Science and Business Media Deutschland GmbH

T2 - 2nd Euro-Mediterranean Conference on Environmental Integration, EMCEI 2019

Y2 - 10 October 2019 through 13 October 2019

ER -

Sertel E, Topaloğlu RH, Bahşi K, Varol B, Musaoğlu N. Production of a Land Cover/Land Use (LC/LU) Map of Izmir Metropolitan City by Using High-Resolution Images. In Ksibi M, Ghorbal A, Chakraborty S, Chaminé HI, Barbieri M, Guerriero G, Hentati O, Negm A, Lehmann A, Römbke J, Costa Duarte A, Xoplaki E, Khélifi N, Colinet G, Miguel Dias J, Gargouri I, Van Hullebusch ED, Sánchez Cabrero B, Ferlisi S, Tizaoui C, Kallel A, Rtimi S, Panda S, Michaud P, Sahu JN, Seffen M, Naddeo V, editörler, Recent Advances in Environmental Science from the Euro-Mediterranean and Surrounding Regions - Proceedings of 2nd Euro-Mediterranean Conference for Environmental Integration, EMCEI-2 2019. Springer Science and Business Media Deutschland GmbH. 2021. p. 1837-1846. (Environmental Science and Engineering). doi: 10.1007/978-3-030-51210-1_290

Production of a Land Cover/Land Use (LC/LU) Map of Izmir Metropolitan City by Using High-Resolution Images

Özet

Yayın serisi

???event.eventtypes.event.conference???

Bibliyografik not

Finansman

BM SKH

Belgeye Erişim

Diğer Dosyalar ve Linkler

Parmak izi

Alıntı Yap