IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v16y2024i2p660-d1317576.html
   My bibliography  Save this article

Route Planning under Mobility Restrictions in the Palestinian Territories

Author

Listed:
  • Hala Aburas

    (Civil and Geo-Environmental Engineering Laboratory (LGCgE), Lille University, Rue Paul Duez, 59000 Lille, France)

  • Isam Shahrour

    (Civil and Geo-Environmental Engineering Laboratory (LGCgE), Lille University, Rue Paul Duez, 59000 Lille, France)

  • Carlo Giglio

    (Department of Mechanical, Energy and Management Engineering, University of Calabria, Via Pietro Bucci, 46/C, 87036 Rende, Italy
    University of Science and Technology of China, No.96, JinZhai Road Baohe District, Hefei 230026, China
    Faculdade de Economia, Administração, Contabilidade e Atuária, University of São Paulo, Avenida Professor Luciano Gualberto, 908, Butantã 05508-010, SP, Brazil)

Abstract

This study aims to enhance people’s mobility in the context of mobility restrictions in the Palestinian territories, West Bank. It aims to develop a comprehensive route planning model that prioritises safety and optimises travel time while also considering sustainability issues. Unlike previous research, which has often focused solely on traffic crashes and physical road considerations in safety route planning, this study addresses the gap by developing a comprehensive model that integrates new risk criteria including mobility restrictions and violent events. The methodology involves historical and real-time data collection and processing, machine learning-based travel time prediction, and route optimisation using Dijkstra’s algorithm. The results highlight the significant impact of violent incidents on comprehensive risk scores, offering insights for proactive, sustainable measures. The waiting time prediction model performs strongly, with (R-squared) R 2 values ranging from 80% to 92%. The developed route planning model provides three categorised routes under mobility restrictions—safest, fastest, and shortest—offering travellers sustainable and tailored options.

Suggested Citation

  • Hala Aburas & Isam Shahrour & Carlo Giglio, 2024. "Route Planning under Mobility Restrictions in the Palestinian Territories," Sustainability, MDPI, vol. 16(2), pages 1-23, January.
    • Handle: RePEc:gam:jsusta:v:16:y:2024:i:2:p:660-:d:1317576
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/16/2/660/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/16/2/660/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Danish Farooq & Sarbast Moslem & Arshad Jamal & Farhan Muhammad Butt & Yahya Almarhabi & Rana Faisal Tufail & Meshal Almoshaogeh, 2021. "Assessment of Significant Factors Affecting Frequent Lane-Changing Related to Road Safety: An Integrated Approach of the AHP–BWM Model," IJERPH, MDPI, vol. 18(20), pages 1-17, October.
    2. Guy Wachtel & Jan-Dirk Schmöcker & Yuval Hadas & Yuhan Gao & Oren E Nahum & Boaz Ben-Moshe, 2021. "Planning for tourist urban evacuation routes: A framework for improving the data collection and evacuation processes," Environment and Planning B, , vol. 48(5), pages 1108-1125, June.
    3. Zandieh, Fatemeh & Ghannadpour, Seyed Farid, 2023. "A comprehensive risk assessment view on interval type-2 fuzzy controller for a time-dependent HazMat routing problem," European Journal of Operational Research, Elsevier, vol. 305(2), pages 685-707.
    4. Serin, Faruk & Alisan, Yigit & Kece, Adnan, 2021. "Hybrid time series forecasting methods for travel time prediction," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 579(C).
    5. Borker,Girija, 2021. "Safety First : Perceived Risk of Street Harassment and Educational Choices of Women," Policy Research Working Paper Series 9731, The World Bank.
    6. Marko Subotić & Nemanja Stepanović & Vladan Tubić & Edis Softić & Mouhamed Bayane Bouraima & Dan Selişteanu, 2022. "Models of Analysis of Credible Deviation from Speed Limits on Two-Lane Roads of Bosnia and Herzegovina," Complexity, Hindawi, vol. 2022, pages 1-13, October.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Seebacher, Moritz, 2023. "Pathways to progress: The complementarity of bicycles and road infrastructure for girls’ education," Economics of Education Review, Elsevier, vol. 97(C).
    2. Jin Kuang & Tse-Chen Chang & Chia-Wei Chu, 2022. "Research on Financial Early Warning Based on Combination Forecasting Model," Sustainability, MDPI, vol. 14(19), pages 1-16, September.
    3. Shao, Feng & Shao, Hu & Wang, Dongle & Lam, William H.K., 2024. "A multi-task spatio-temporal generative adversarial network for prediction of travel time reliability in peak hour periods," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 638(C).
    4. Bharathi, Dhivya & Vanajakshi, Lelitha & Subramanian, Shankar C., 2022. "Spatio-temporal modelling and prediction of bus travel time using a higher-order traffic flow model," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 596(C).
    5. Borker, Girija, 2024. "Understanding the constraints to women’s use of urban public transport in developing countries," World Development, Elsevier, vol. 180(C).
    6. Azin Fathianpour & Suzanne Wilkinson & Mostafa Babaeian Jelodar & Barry Evans, 2023. "Reducing the vulnerability of tourists to tsunami: challenges for decision-makers," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 118(2), pages 1315-1339, September.
    7. Small, Sarah F. & van der Meulen Rodgers, Yana, 2023. "The gendered effects of investing in physical and social infrastructure," World Development, Elsevier, vol. 171(C).
    8. Dhamija, Gaurav & Roychowdhury, Punarjit & Shankar, Binay, 2023. "Urbanization and Women Empowerment: Evidence from India," GLO Discussion Paper Series 1323, Global Labor Organization (GLO).
    9. Claudia Martínez V. & Rubén Poblete-Cazenave, 2024. "Holi Crimes," Tinbergen Institute Discussion Papers 24-041/V, Tinbergen Institute.
    10. Koppa, Vijetha, 2024. "Can information save lives? Effect of a victim-focused police intervention on intimate partner homicides," Journal of Economic Behavior & Organization, Elsevier, vol. 217(C), pages 756-782.
    11. Choudhury, Prithwiraj & Ganguli, Ina & Gaulé, Patrick, 2023. "Top Talent, Elite Colleges, and Migration: Evidence from the Indian Institutes of Technology," Journal of Development Economics, Elsevier, vol. 164(C).
    12. Mohammed Saleh Alfawzan & Ahmad Aftab, 2022. "Efficiency Assessment of New Signal Timing in Saudi Arabia Implementing Flashing Green Interval Complimented with Law Enforcement Cameras," Sustainability, MDPI, vol. 14(22), pages 1-15, November.
    13. Shao, Feng & Shao, Hu & Wang, Dongle & Lam, William H.K. & Cao, Shuhan, 2023. "A generative model for vehicular travel time distribution prediction considering spatial and temporal correlations," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 621(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:16:y:2024:i:2:p:660-:d:1317576. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.