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^*

^*Corresponding author for this work

Department of Geomatics Engineering

Istanbul Technical University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Citations (Scopus)

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.

Original language	English
Title of host publication	Recent Advances in Environmental Science from the Euro-Mediterranean and Surrounding Regions - Proceedings of 2nd Euro-Mediterranean Conference for Environmental Integration, EMCEI-2 2019
Editors	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
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	1837-1846
Number of pages	10
ISBN (Print)	9783030512095
DOIs	https://doi.org/10.1007/978-3-030-51210-1_290
Publication status	Published - 2021
Event	2nd Euro-Mediterranean Conference on Environmental Integration, EMCEI 2019 - Sousse, Tunisia Duration: 10 Oct 2019 → 13 Oct 2019

Publication series

Name	Environmental Science and Engineering
ISSN (Print)	1863-5520
ISSN (Electronic)	1863-5539

Conference

Conference	2nd Euro-Mediterranean Conference on Environmental Integration, EMCEI 2019
Country/Territory	Tunisia
City	Sousse
Period	10/10/19 → 13/10/19

Bibliographical note

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

Funding

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.

Funders	Funder number
Istanbul Teknik Üniversitesi	MGA-2017-40936

Keywords

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

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

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

Cite this

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. editor / 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).

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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.",

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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",

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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",

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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).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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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

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AN - SCOPUS:85106163038

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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

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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, editors, 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

Abstract

Publication series

Conference

Bibliographical note

Funding

Keywords

UN SDGs

Access to Document

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