Mitigating Urban Traffic: Identifying Potential Parking Lots Using GIS and AHP Methods in Yalova, Türkiye

Taha Kaplan; Eray Can

doi:10.17798/bitlisfen.1759305

Mitigating Urban Traffic: Identifying Potential Parking Lots Using GIS and AHP Methods in Yalova, Türkiye

Abstract

Today, the increasing migration from rural to urban areas, the rising appeal of cities as hubs, and the contribution of unplanned urbanization have led to an increase in urban traffic density, which negatively affects daily urban life. The insufficient number of urban parking lots and the rapid increase in the number of vehicles are among the other significant factors negatively affecting urban traffic. In today's cities with high traffic, increasing the number of parking lots and encouraging their use has a significant impact on alleviating urban traffic congestion. In this regard, using Geographic Information Systems (GIS) together with the Analytic Hierarchy Process (AHP), which is one of the Multi-Criteria Decision-Making methods, helps achieve highly efficient result. In this study, the issues related to parking lots, which is one of the causes of increased traffic congestion in Yalova, a city located between Türkiye's highly populated and developed metropolitan areas, were examined. The aim of this study is to identify new optimal parking lots using the integration of Geographic Information Systems (GIS) and Analytic Hierarchy Process (AHP) methods to relieve urban traffic in the city. During the study, various sub-component maps were created within the Quantum Geographic Information Systems (QGIS) environment, and the weights of these maps were determined through survey studies using the AHP method. The weighted sub-component maps were integrated in the QGIS environment to create the final parking lot evaluation map for Yalova, which will contribute to relieving urban traffic, and results and recommendations regarding potential parking lot locations were provided.

Keywords

Ethical Statement

The study is complied with research and publication ethics.

Thanks

This study was derived from the Master of Science thesis that had been prepared at Yalova University, Institute of Graduate Studies, Transportation Engineering Department, Transportation and Logistic Engineering Graduate Program (Master of Science) by Taha KAPLAN, entitled “Investigation of Parking Problems in Urban Areas and Determination of Geographic Information Systems (GIS) Based Urban Parking Areas (Yalova Province Example)” and consulted (or advisor) by Prof. Dr. Eray CAN. In addition, ethical approval for the survey conducted within the scope of this study was obtained from the Yalova University Human Research Ethics Committee with protocol number 2023/12.

References

A. Jain, A. Khandekar, A. Patidar, A. Pamecha, A. Trivedi, A. Jain, and A. Jaiswal, “Survey paper on the problem for parking vehicles in the city,” International Journal of Engineering Science Research and Technology, vol. 5, no. 3, pp. 925–933, 2016, doi: 10.5281/ZENODO.48397.
J. C. Principe, D. Xu, and J. W. Fisher, “Information-theoretic learning,” in Unsupervised Adaptive Filtering, vol. 1. Hoboken, NJ, USA: Wiley, 2000, pp. 265–319.
Y. Bengio, A. Courville, and P. Vincent, “Representation learning: A review and new perspectives,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 35, no. 8, pp. 1798–1828, Aug. 2013.
S. Haldenbilen, Y. Ş. Murat, N. Baykan, and N. Meriç, “Kentlerde otopark sorunu: Denizli örneği,” Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, vol. 5, no. 2, pp. 1099–1108, 1999.
T. Litman, Parking Management: Strategies, Evaluation and Planning. Victoria, BC, Canada: Victoria Transport Policy Institute, 2024, 29 p. [Online]. Available: https://www.vtpi.org/park_man.pdf
K. Gurbetci, A. Demir, and A. Karaahmet, Otopark Uygulamalarında Teknoloji, Çevre ve Emniyet Faktörleri. Ankara, Türkiye: İlke Yayıncılık, 2014.
M. Can and M. Ilıcalı, “Türkiye’de ileri otopark sistemleri: İzmir Alsancak otopark uygulama örneği ve öneriler sunulması,” İstanbul Ticaret Üniversitesi Teknoloji ve Uygulamalı Bilimler Dergisi, vol. 2, no. 1, pp. 23–35, 2019.
S. Aslan and U. Aydar, “Çanakkale ili merkez ilçesinin otopark sorununun coğrafi bilgi sistemleri (CBS) ile analizi ve çözüm önerileri,” Türkiye Coğrafi Bilgi Sistemleri Dergisi, vol. 4, no. 1, pp. 34–46, 2022, doi: 10.56130/tucbis.1040112.

T. Yomralıoğlu, “Coğrafi bilgi teknolojileri,” Bilim ve Teknik Dergisi, Sept., pp. 48–51, 2010.
T. Urfalı and A. Eymen, “CBS ve AHP yöntemi yardımıyla Kayseri ili örneğinde rüzgâr enerji santrallerinin yer seçimi,” Geomatik, vol. 6, no. 3, pp. 227–237, 2021, doi: 10.29128/geomatik.772453.
J. Yang and H. Lee, “An AHP decision model for facility location selection,” Facilities, vol. 15, no. 9/10, pp. 241–254, 1997, doi: 10.1108/02632779710178785.
T. Alkan and S. S. Durduran, “GIS-supported mapping of suitable parking areas using AHP method: The case of Konya,” International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 46, pp. 51–56, 2021, doi: 10.5194/isprs-archives-XLVI-4-W5-2021-51-2021.
QGIS Development Team, QGIS Geographic Information System. QGIS Association, 2023. [Online]. Available: http://www.qgis.org
Y. Altınok, B. Alpar, N. Ozer, and H. Aykurt, “Revision of the tsunami catalogue affecting Turkish coasts and surrounding regions,” Natural Hazards and Earth System Sciences, vol. 11, pp. 273–291, 2011, doi: 10.5194/nhess-11-273-2011.
[15] Google. (2023). Google Satellite Maps (GSM), Yalova city, Satellite Map. Available: https://www.google.com/maps
S. B. Ünaldık, “Mekansal yer seçimi kararlarının hazırlanmasında CBS kullanımı ve çok kriterli karar verme yöntemi,” Yapı Bilgi Modelleme, vol. 1, no. 2, pp. 46–52, 2019.
H. İ. Onyıl and Ö. Ü. M. Yılmaz, “Açık kaynak kodlu yazılımlarla web tabanlı mekânsal analizlerin gerçekleştirilmesi,” Türkiye Coğrafi Bilgi Sistemleri Dergisi, vol. 2, no. 2, pp. 76–82, 2020.
M. Jelokhani-Niaraki and J. Malczewski, “A group multicriteria spatial decision support system for parking site selection problem: A case study,” Land Use Policy, vol. 42, pp. 492–508, 2015, doi: 10.1016/j.landusepol.2014.09.003.
D. Öztürk and F. Kılıç-Gül, “GIS-based multi-criteria decision analysis for parking site selection,” Kuwait Journal of Science, vol. 47, no. 3, pp. 1–16, 2020. [Online]. Available: https://journalskuwait.org/kjs/index.php/KJS/article/view/6263
S. Demir, M. Basaraner, and A. T. Gumus, “Selection of suitable parking lot sites in megacities: A case study for four districts of Istanbul,” Land Use Policy, vol. 111, Art. no. 105731, 2021, doi: 10.1016/j.landusepol.2021.105731.
E. Jonuzi, T. Alkan, S. S. Durduran, and H. Z. Selvi, “Using GIS-supported MCDA method for appropriate site selection of parking lots: The case study of the city of Tetovo, North Macedonia,” International Journal of Engineering Geosciences, vol. 9, no. 1, pp. 86–98, 2024, doi: 10.26833/ijeg.1319605.
T. L. Saaty, “A scaling method for priorities in hierarchical structures,” Journal of Mathematical Psychology, vol. 15, no. 3, pp. 234–281, 1977, doi: 10.1016/0022-2496(77)90033-5.
T. L. Saaty, “How to make a decision: The analytic hierarchy process,” European Journal of Operational Research, vol. 48, no. 1, pp. 9–26, 1990, doi: 10.1016/0377-2217(90)90057-I.
F. Ş. Yüksel, A. N. Kayadelen, and F. Antmen, “A systematic literature review on multi-criteria decision making in higher education,” International Journal of Assessment Tools in Education, vol. 10, no. 1, pp. 12–28, 2023, doi: 10.21449/ijate.1104005.
G. Sarıçalı and N. Kundakcı, “AHP ve COPRAS yöntemleri ile otel alternatiflerinin değerlendirilmesi,” International Review of Economics and Management, vol. 4, no. 1, pp. 45–66, 2016.
T. Bakırman, M. Ü. Gümüşay, N. Musaoğlu, and A. G. Tanık, “Development of sustainable wetland management strategies by using the analytical hierarchy process and web-based GIS: A case study from Turkey,” Transactions in GIS, vol. 26, no. 3, pp. 1589–1608, 2022, doi: 10.1111/tgis.12875.
T. L. Saaty, “The analytic hierarchy process—What it is and how it is used,” Mathematical Modelling, vol. 9, no. 3–5, pp. 161–176, 1987, doi: 10.1016/0270-0255(87)90473-8.
T. L. Saaty, “Some mathematical concepts of the analytic hierarchy process,” Behaviormetrika, vol. 18, no. 29, pp. 1–9, 1991, doi: 10.2333/bhmk.18.29_1.
T. Çay and M. Uyan, “Evaluation of reallocation criteria in land consolidation studies using the analytic hierarchy process (AHP),” Land Use Policy, vol. 30, no. 1, pp. 541–548, 2013, doi: 10.1016/j.landusepol.2012.04.023.
T. L. Saaty and L. T. Tran, “On the invalidity of fuzzifying numerical judgments in the analytic hierarchy process,” Mathematical and Computer Modelling, vol. 46, no. 7–8, pp. 962–975, 2007, doi: 10.1016/j.mcm.2007.03.022.
H. Z. Al Garni and A. Awasthi, “Solar PV power plant site selection using a GIS-AHP based approach with application in Saudi Arabia,” Applied Energy, vol. 206, pp. 1225–1240, 2017, doi: 10.1016/j.apenergy.2017.10.024.
E. Ertunç and T. Çay, “Havaalanı yer seçiminde coğrafi bilgi sistemleri (CBS) ve analitik hiyerarşi süreci (AHP) kullanımı,” Konya Journal of Engineering Sciences, vol. 8, no. 2, pp. 200–210, 2020, doi: 10.36306/konjes.590605.
S. I. Ifediegwu, “Assessment of groundwater potential zones using GIS and AHP techniques: A case study of the Lafia district, Nasarawa State, Nigeria,” Applied Water Science, vol. 12, no. 10, pp. 1–17, 2022, doi: 10.1007/s13201-021-01556-5.
K. Vashist and K. K. Singh, “Flood hazard mapping using GIS-based AHP approach for Krishna River basin,” Hydrological Processes, vol. 38, no. 6, Art. no. e15212, 2024, doi: 10.1002/hyp.15212.
D. Chatterjee, D. Singh, D. B. Das, and P. K. Singh, “Understanding impact of urban sprawl over sanitation risks using GIS-based multicriteria decision-making approach,” Transactions in GIS, vol. 28, pp. 1957–1978, 2024, doi: 10.1111/tgis.13220.
B. Demirel, E. Yildirim, and E. Can, “GIS-based landslide susceptibility mapping using AHP, FMEA, and Pareto systematic analysis in Central Yalova, Türkiye,” Engineering Science and Technology, an International Journal, vol. 64, Art. no. 102013, 2025, doi: 10.1016/j.jestch.2025.102013.
M. Ghorbanzadeh, M. Effati, M. Gilanifar, and E. E. Ozguven, “Subway station site selection using GIS-based multi-criteria decision-making: A case study in a developing country,” Computational Research Progress in Applied Science & Engineering, vol. 6, no. 2, pp. 60–69, 2020.
E. Alkılınç, Ş. Cenani, and G. Çağdaş, “Bisiklet paylaşım istasyonlarının belirlenmesi: CBS tabanlı çok kriterli karar verme yaklaşımı,” Balıkesir Üniversitesi Fen Bilimleri Enstitüsü Dergisi, vol. 23, no. 2, pp. 471–489, 2021, doi: 10.25092/baunfbed.893434.
T. Alkan, Ö. F. Atiz, and S. S. Durduran, “Elektrikli araç şarj istasyonları için AHP yöntemi ile uygun yer seçimi: Konya örneği,” Niğde Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi, vol. 12, no. 1, pp. 193–199, 2023, doi: 10.28948/ngumuh.1189242.
OpenStreetMap contributors, “OpenStreetMap.” [Online]. Available: https://www.openstreetmap.org
NASA EarthData, “NASA Earthdata Alaska Satellite Facility (ASF) data search vertex,” 2023. [Online]. Available: https://search.asf.alaska.edu/#/
Türkiye İstatistik Kurumu (TÜİK), “Turkish Statistical Institute,” 2023. [Online]. Available: https://www.tuik.gov.tr/
Yalova Belediyesi, “Market (property) value inquiry,” 2023. [Online]. Available: https://ebelediye.yalova.bel.tr/Rayic/Index/
B. Ercan and M. Ünsal, “QGIS ile hidrolojik model oluşturma ve meteorolojik verilerin zaman periyotlarına göre değişimi: Kahramanmaraş örneği,” International Journal of Advances in Engineering and Pure Sciences, vol. 35, no. 2, pp. 183–192, 2023, doi: 10.7240/jeps.1176295.
L. Mancusi, R. Albano, and A. Sole, “FloodRisk: A QGIS plugin for flood consequences estimation,” Geomatics Workbooks, no. 12, FOSS4G Europe Como 2015, 2016, doi: 10.13140/RG.2.1.4215.7846.
J. M. Flenniken, S. Stuglik, and B. V. Iannone, “Quantum GIS (QGIS): An introduction to a free alternative to more costly GIS platforms,” EDIS, vol. 2020, no. 2, pp. 1–6, 2020, doi: 10.32473/edis-fr428-2020.
A. Ç. Aydınoğlu, A. S. Iqbal, and S. Şişman, “Parking suitability and site selection analysis using GIS-based MCDA techniques: AHP, TOPSIS, and VIKOR – Pendik District case,” ICONARP International Journal of Architecture and Planning, vol. 10, no. 1, pp. 180–200, 2022, doi: 10.15320/ICONARP.2022.180.
B. Yılmaz and A. Kaya, “Selection of suitable parking lot sites in megacities: A case study for four districts of Istanbul using GIS and fuzzy-AHP,” Journal of Urban Planning and Development, vol. 146, no. 3, pp. 1–11, 2020, doi: 10.1061/(ASCE)UP.1943-5444.0000587.

Details

Primary Language

English

Subjects

Transportation Engineering, Geographical Information Systems (GIS) in Planning

Journal Section

Research Article

Authors

Taha Kaplan
0009-0007-0722-1446
Türkiye

Eray Can ^*
0000-0002-8192-1703
Türkiye

Publication Date

December 31, 2025

Submission Date

August 6, 2025

Acceptance Date

November 14, 2025

Published in Issue

Year 2025 Volume: 14 Number: 4

DOI

https://doi.org/10.17798/bitlisfen.1759305

IZ

https://izlik.org/JA59JJ22SG

Cite

RIS / Bibtex

APA

Kaplan, T., & Can, E. (2025). Mitigating Urban Traffic: Identifying Potential Parking Lots Using GIS and AHP Methods in Yalova, Türkiye. Bitlis Eren Üniversitesi Fen Bilimleri Dergisi, 14(4), 2577-2609. https://doi.org/10.17798/bitlisfen.1759305

AMA

1.Kaplan T, Can E. Mitigating Urban Traffic: Identifying Potential Parking Lots Using GIS and AHP Methods in Yalova, Türkiye. Bitlis Eren Üniversitesi Fen Bilimleri Dergisi. 2025;14(4):2577-2609. doi:10.17798/bitlisfen.1759305

Chicago

Kaplan, Taha, and Eray Can. 2025. “Mitigating Urban Traffic: Identifying Potential Parking Lots Using GIS and AHP Methods in Yalova, Türkiye”. Bitlis Eren Üniversitesi Fen Bilimleri Dergisi 14 (4): 2577-2609. https://doi.org/10.17798/bitlisfen.1759305.

EndNote

Kaplan T, Can E (December 1, 2025) Mitigating Urban Traffic: Identifying Potential Parking Lots Using GIS and AHP Methods in Yalova, Türkiye. Bitlis Eren Üniversitesi Fen Bilimleri Dergisi 14 4 2577–2609.

IEEE

[1]T. Kaplan and E. Can, “Mitigating Urban Traffic: Identifying Potential Parking Lots Using GIS and AHP Methods in Yalova, Türkiye”, Bitlis Eren Üniversitesi Fen Bilimleri Dergisi, vol. 14, no. 4, pp. 2577–2609, Dec. 2025, doi: 10.17798/bitlisfen.1759305.

ISNAD

Kaplan, Taha - Can, Eray. “Mitigating Urban Traffic: Identifying Potential Parking Lots Using GIS and AHP Methods in Yalova, Türkiye”. Bitlis Eren Üniversitesi Fen Bilimleri Dergisi 14/4 (December 1, 2025): 2577-2609. https://doi.org/10.17798/bitlisfen.1759305.

JAMA

1.Kaplan T, Can E. Mitigating Urban Traffic: Identifying Potential Parking Lots Using GIS and AHP Methods in Yalova, Türkiye. Bitlis Eren Üniversitesi Fen Bilimleri Dergisi. 2025;14:2577–2609.

MLA

Kaplan, Taha, and Eray Can. “Mitigating Urban Traffic: Identifying Potential Parking Lots Using GIS and AHP Methods in Yalova, Türkiye”. Bitlis Eren Üniversitesi Fen Bilimleri Dergisi, vol. 14, no. 4, Dec. 2025, pp. 2577-09, doi:10.17798/bitlisfen.1759305.

Vancouver

1.Taha Kaplan, Eray Can. Mitigating Urban Traffic: Identifying Potential Parking Lots Using GIS and AHP Methods in Yalova, Türkiye. Bitlis Eren Üniversitesi Fen Bilimleri Dergisi. 2025 Dec. 1;14(4):2577-609. doi:10.17798/bitlisfen.1759305