Use of GLCM Entropy Parameter in the Analysis of Urban Function Spaces; Antalya City Example

Author:

Gökdemir Gökhan1ORCID,Ertürk Mustafa1ORCID

Affiliation:

1. AKDENİZ ÜNİVERSİTESİ, EDEBİYAT FAKÜLTESİ

Abstract

Urban spaces are concentrated in certain functions to meet the needs and desires of the urbanites. However, for each city, different functions and the value of the space to meet these functions are different. In this study, spatial entropy analysis of Antalya, the most important tourism city of our country, was carried out through GLCM Entropy analysis, one of the texture parameter methods. In the study, firstly, function areas and function spaces were determined. A 5-meter resolution satellite image for 2022 was obtained to perform texture parameter analyses. The satellite image was scaled to include the whole city and urban spaces with QGIS software, and then the general entropy values of the city were calculated with Definies software. Then, selected urban spaces with different functions were extracted from the satellite image and subjected to entropy analyses. According to the results obtained, the areas with the highest entropy difference for Antalya city were determined as airport and harbour, which are transportation and trade places. For Antalya, which has poor road access to the world due to geographical reasons, it is seen as an important determination in terms of analysis that the places representing air and sea connection come to the fore.

Publisher

International Journal of Environment and Geoinformatics

Reference52 articles.

1. Acar, E., Özerdem, M. S. (2012). Kızıltepe Agricultural Classification of Kızıltepe Agricultural Field Images According to Crop Product Development (Kızıltepe Tarımsal Kızıltepe Tarımsal Alan İmgelerinin Ekinin Ürün Gelişimine Göre Sınıflandırılması). Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi, 5(1).

2. Alparslan, E., Aydöner, C., Yüce, H., Dönertaş, A. S. (2004). Determination of Changes in Coastal Area Texture of Marmara Sea in Istanbul Province by Landsat Satellite Image Analysis (İstanbul İli Marmara Denizi Kıyısal Alan Dokusu Değişikliklerin Landsat Uydu Görüntü Analizi ile Belirlenmesi). jiP, 1, 0.

3. Altan, İ. (1993). Concept of Space in Architecture (Mimarlikta Mekan Kavramı). Psikoloji Çalışmaları, 19, 75-88.

4. Baraldi, A., Panniggiani, F. (1995). An investigation of the textural characteristics associated with gray level cooccurrence matrix statistical parameters. IEEE transactions on geoscience and remote sensing, 33(2), 293-304.

5. Barner, M., Cottineau, C., Molinero, C., Salat, H., Stanilov, K., Arcaute, E. (2017). Multiscale entropy in the spatial context of cities. arXiv preprint arXiv:1711.09817.

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3