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.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Sertel, E., Akay, S.S.: High resolution mapping of urban areas using SPOT-5 images and ancillary data. Int. J. Environ. Geoinf. 2(2), 63–76 (2015)
Sertel, E., Topaloğlu, R., Şallı, B., Yay Algan, I., Aksu, G.: Comparison of landscape metrics for three different level land cover/land use maps. ISPRS Int. J. Geo-Inf. 7(10), 408 (2018)
Blaschke, T.: Object based image analysis for remote sensing. ISPRS J. Photogram. Remote Sens. 65, 2–16 (2010)
Kim, S.-R., Lee, W.-K., Kwak, D.-A., Biging, G.S., Gong, P., Lee, J.H., Cho, H.-K.: Forest cover classifi cation by optimal segmentation of high-resolution satellite imagery. Sensors 11, 1943–1958 (2011)
Izmir Governorship Homepage, Izmir with Data. http://www.izmir.gov.tr/istatistiklerle-izmir. Accessed 29 June 2019
ITU Research and Application Center for Satellite Communications and Remote Sensing (CSCRS) Homepage, https://www.cscrs.itu.edu.tr/satellites.html. Accessed 17 Eylül 2020
eCognition.: Trimble eCognition© Developer 9.3 for Windows Operating System Referans Book, Trimble: Germany GmbH, Munich (2017)
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.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2021 The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
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: Ksibi, M., et al. Recent Advances in Environmental Science from the Euro-Mediterranean and Surrounding Regions (2nd Edition). EMCEI 2019. Environmental Science and Engineering(). Springer, Cham. https://doi.org/10.1007/978-3-030-51210-1_290
Download citation
DOI: https://doi.org/10.1007/978-3-030-51210-1_290
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-51209-5
Online ISBN: 978-3-030-51210-1
eBook Packages: Earth and Environmental ScienceEarth and Environmental Science (R0)