Management of Low Volume Roads: A Decision Support Tool for Sustainable Wildfire Prevention and Maintenance Resources Allocation Via GIS-Network Analysis
DOI:
https://doi.org/10.7160/aol.2025.170304How to Cite
Abstract
This study presents a GIS-based decision support system (DSS) for prioritizing forest road network maintenance to enhance wildfire prevention and suppression in Mediterranean forest regions. The research focuses on low-volume roads (LVRs), which play a critical role in fire response operations but often suffer from limited maintenance resources and accessibility constraints. Using GIS-based network analysis, the study integrates road hierarchization, wildfire risk modeling, and optimal route determination to develop a structured approach for forest road maintenance prioritization. The methodology involves segmenting and evaluating road networks based on travel time, slope, and fire risk exposure, enabling a data-driven ranking system that identifies critical access routes for emergency response. The study applies the Closest Facility method to determine optimal routes from firefighting vehicle stations to various locations within the network. Results indicate that a targeted maintenance strategy, prioritizing high-risk road sections, significantly improves fire response efficiency while optimizing resource allocation in financially constrained forest management frameworks. This approach introduces a sustainable and cost-effective framework for forest road infrastructure planning, offering a practical tool for decision-makers in fire-prone regions. By ensuring proactive maintenance scheduling, the proposed method enhances wildfire resilience, reduces emergency response delays, and supports long-term forest sustainability.References
Akay, A. E., Wing, M. G., Sivrikaya, F. and Sakar, D. (2012) "A GIS-based decision support system for determining the shortest and safest route to forest fires: A case study in Mediterranean Region of Turkey", Environmental Monitoring and Assessment, Vol. 184, No. 3, pp. 1391-1407. ISSN 0167-6369. DOI: https://doi.org/10.1007/s10661-011-2049-z
Akay, A. E., Serin, H., Sessions, J., Bilici, E. and Pak, M. (2021) "Evaluating the Effects of Improving Forest Road Standards on Economic Value of Forest Products", Croatian Journal of Forest Engineering, Vol. 42, No. 2, pp. 245-258. ISSN 1845-5719. DOI: https://doi.org/10.5552/crojfe.2021.851
Akgul, M., Yurtseven, H., Akburak, S., Demir, M., Cigizoglu, H. K., Ozturk, T., Eksi, M. and Akay, A. O. (2017) "Short term monitoring of forest road pavement degradation using terrestrial laser scanning", Measurement, Vol. 103, pp. 283-293. ISSN 0263-2241. DOI: https://doi.org/10.1016/j.measurement.2017.02.045
Anderson, C. J. and Lockaby, B. G. (2011) "The Effectiveness of Forestry Best Management Practices for Sediment Control in the Southeastern United States: A Literature Review", Southern Journal of Applied Forestry, Vol. 35, No. 4, pp. 170-177. ISSN 0148-4419. DOI: https://doi.org/10.1093/sjaf/35.4.170
Arabatzis, G., Aggelopoulos, S. and Tsiantikoudis, S. (2010) "Rural development and LEADER + in Greece: Evaluation of local action groups", Journal of Food, Agriculture and Environment, Vol. 8, No. 1, pp. 302-307. ISSN 1459-0255.
Arabatzis, G., Kolkos, G., Stergiadou, A., Kantartzis, A. and Tampekis, S. (2024) "Optimal Allocation of Water Reservoirs for Sustainable Wildfire Prevention Planning via AHP-TOPSIS and Forest Road Network Analysis", Sustainability, Vol. 16, No. 2, pp. 936. ISSN 2071-1050. DOI: https://doi.org/10.3390/su16020936
Arampatzis, G., Kiranoudis, C. T., Scaloubacas, P. and Assimacopoulos, D. (2004) "A GIS-based decision support system for planning urban transportation policies", European Journal of Operational Research, Vol. 152, No. 2, pp. 465-475. ISSN 0377-2217. DOI: https://doi.org/10.1016/S0377-2217(03)00037-7
Bentekhici, N., Bellal, S.-A. and Zegrar, A. (2020) "Contribution of remote sensing and GIS to mapping the fire risk of Mediterranean forest case of the forest massif of Tlemcen (North-West Algeria)", Natural Hazards, Vol. 104, No. 1, pp. 811-831. ISSN 0921-030X. DOI: https://doi.org/10.1007/s11069-020-04191-6
Calkin, D. E., Cohen, J. D., Finney, M. A. and Thompson, M. P. (2014) "How risk management can prevent future wildfire disasters in the wildland-urban interface", Proceedings of the National Academy of Sciences, Vol. 111, No. 2, pp. 746-751. ISSN 0027-8424. DOI: https://doi.org/10.1073/pnas.1315088111
Cavalli, R. and Grigolato, S. (2010) "Influence of characteristics and extension of a forest road network on the supply cost of forest woodchips", Journal of Forest Research, Vol. 15, No. 3, pp. 202-209. ISSN 1341-6979. DOI: https://doi.org/10.1007/s10310-009-0170-4
Chamorro, A., and Tighe, S. (2019) "Development and Application of a Sustainable Management System for Unpaved Rural Road Networks", Transportation Research Record: Journal of the Transportation Research Board, Vol. 2673, No. 12, pp. 891-901. ISSN 0361-1981. DOI: https://doi.org/10.1177/0361198119864908
Chandak, P. G., Patil, R. P., Tapase, A., Attar, A. C. and Sayyed, S. S. (2019) "Performance Evaluation of Low Volume Rural Roads- A State-of-the-Art Review", In Frikha, W., Kawamura, S. and Liao, W.-C. (Eds.) "New Developments in Soil Characterization and Soil Stability", Springer International Publishing, pp. 43-57. ISBN 978-3-319-95755-5. DOI: https://doi.org/10.1007/978-3-319-95756-2_5
Comber, A., Brunsdon, C. and Green, E. (2008) "Using a GIS-based network analysis to determine urban greenspace accessibility for different ethnic and religious groups", Landscape and Urban Planning, Vol. 86, No. 1, pp. 103-114. ISSN 0169-2046. DOI: https://doi.org/10.1016/j.landurbplan.2008.01.002
Cristan, R., Aust, W. M., Bolding, M. C., Barrett, S. M., Munsell, J. F. and Schilling, E. (2016) "Effectiveness of forestry best management practices in the United States: Literature review", Forest Ecology and Management, Vol. 360, pp. 133-151. ISSN 0378-1127. DOI: https://doi.org/10.1016/j.foreco.2015.10.025
Daigle, P. (2010) "A summary of the environmental impacts of roads, management responses, and research gaps: A literature review", Journal of Ecosystems and Management, Vol. 10, No. 3. E-ISSN 1488-4674, ISSN 1488-4666. DOI: https://doi.org/10.22230/jem.2010v10n3a38
Dinca, L., Constandache, C., Postolache, R., Murariu, G. and Tupu, E. (2025) "Timber Harvesting in Mountainous Regions: A Comprehensive Review", Forests, Vol. 16, No. 3, pp. 495. ISSN 1488-4674. DOI: https://doi.org/10.3390/f16030495
Ferenčík, M., Kardoš, M., Allman, M. and Slatkovská, Z. (2019) "Detection of forest road damage using mobile laser profilometry", Computers and Electronics in Agriculture, Vol. 166, p. 105010. ISSN 0168-1699. DOI: https://doi.org/10.1016/j.compag.2019.105010
Ferreira Da Silva, E., Fernandes Da Silva, G., Figueiredo, O. E., Ribeiro De Mendonça, A., Junio De Oliveira Santana, C., Fiedler, C. N., Martins Silva, P. J., Aguiar, O. M. and Silva Santos, J. (2020) "Optimized forest planning: Allocation of log storage yards in the Amazonian sustainable forest management area", Forest Ecology and Management, Vol. 472, pp. 118231. ISSN 0378-1127. DOI: https://doi.org/10.1016/j.foreco.2020.118231
Ghajar, I. K. B., Najafi, A., Karimimajd, A. M. and Torabi, S. A. (2013) "A program for cost estimation of forest road construction using engineer’s method", Forest Science and Technology, Vol. 9, No. 3, pp. 111-117. ISSN 2158-0715. DOI: https://doi.org/10.1080/21580103.2012.759163
Hosseini, S. A., Mazrae, M. R., Lotfalian, M. and Parsakhoo, A. (2012) "Designing an Optimal Forest Road Network by Consideration of Environmental Impacts in GIS", Journal of Environmental Engineering and Landscape Management, Vol. 20, No. 1, pp. 58-66. ISSN 1648-6897. DOI: https://doi.org/10.3846/16486897.2012.662748
Kantartzis, A., Malesios, C., Stergiadou, A., Theofanous, N., Tampekis, S. and Arabatzis, G. (2021) "A Geographical Information Approach for Forest Maintenance Operations with Emphasis on the Drainage Infrastructure and Culverts", Water, Vol. 13, No. 10, p. 1408. ISSN 2073-4441. DOI: https://doi.org/10.3390/w13101408
Kolkos, G., Kantartzis, A., Stergiadou, A. and Arabatzis, G. (2024) "Development of Semi-Mountainous and Mountainous Areas: Design of Trail Paths, Optimal Spatial Distribution of Trail Facilities, and Trail Ranking via MCDM-VIKOR Method", Sustainability, Vol. 16, No. 22, p. 9966. ISSN 2071-1050. DOI: https://doi.org/10.3390/su16229966
Kolkos, G., Stergiadou, A., Kantartzis, A., Tampekis, S. and Arabatzis, G. (2023) "Effects of forest roads and an assessment of their disturbance of the natural enviroment based on GIS spatial multi-criteria analysis: Case study of the University Forest of Taxiarchis, Chalkidiki, Greece", Euro-Mediterranean Journal for Environmental Integration, Vol. 8, No. 2, pp. 425-440. ISSN 2365-6433. DOI: https://doi.org/10.1007/s41207-023-00362-6
Kolkos, G., Stergiadou, A., Kantartzis, A., Tampekis, S. and Arabatzis, G. (2025) "Evaluation and enhancement of accessibility of forest areas through the road network for conducting firefighting operations via GIS and fire susceptibility analysis", International Journal of Sustainable Agricultural Management and Informatics, Vol. 11, No. 1, pp. 1-28. ISSN 2054-5819. DOI: https://doi.org/10.1504/IJSAMI.2025.143094
Majstorović, A. and Jajac, N. (2022) "Maintenance Management Model for Nonurban Road Network", Infrastructures, Vol. 7, No. 6, pp. 80. ISSN 2412-3811. DOI: https://doi.org/10.3390/infrastructures7060080
Mavraki, C., Arabatzis, G., Kantartzis, A. and Malesios, C. (2020) "Fostering regional development in eastern Macedonia and Thrace, Greece, through road transport projects", Economic Analysis and Policy, Vol. 65, pp. 56-67. ISSN 0313-5926. DOI: https://doi.org/10.1016/j.eap.2019.11.008
de Medeiros Pereira, H. D. M., Bessa Jr., J. E. and Nóbrega, R. A. D. A. (2024) "Geospatial-based decision support system for prioritizing road segments for maintenance and rehabilitation", Case Studies on Transport Policy, Vol. 16, pp. 101170. ISSN 2213-624X. DOI: https://doi.org/10.1016/j.cstp.2024.101170
Mohajane, M., Costache, R., Karimi, F., Bao Pham, Q., Essahlaoui, A., Nguyen, H., Laneve, G. and Oudija, F. (2021) "Application of remote sensing and machine learning algorithms for forest fire mapping in a Mediterranean area", Ecological Indicators, Vol. 129, p. 107869. ISSN 1470-160X. DOI: https://doi.org/10.1016/j.ecolind.2021.107869
Neville, K., O’Riordan, S., Pope, A., Rauner, M., Rochford, M. ,Madden, M., Sweeney, J., Nussbaumer, A., McCarthy, N. and O‘Brien, C. (2016) "Towards the development of a decision support system for multi-agency decision-making during cross-border emergencies", Journal of Decision Systems, Vol. 25(sup1), pp. 381-396. ISSN 1246-0125. DOI: https://doi.org/10.1080/12460125.2016.1187393
Parsakhoo, A. (2016) "Metric measurements for optimization of forest road network alternatives in GIS-based programs", Forest Science and Technology, Vol. 12, No. 3, pp. 153-161. ISSN 2158-0103. DOI: https://doi.org/10.1080/21580103.2016.1141718
Praticò, F., Saride, S. and Puppala, A. J. (2011) "Comprehensive Life-Cycle Cost Analysis for Selection of Stabilization Alternatives for Better Performance of Low-Volume Roads", Transportation Research Record: Journal of the Transportation Research Board, Vol. 2204, No. 1, pp. 120-129. ISSN 0361-1981. DOI: https://doi.org/10.3141/2204-16
Ranyal, E., Sadhu, A. and Jain, K. (2022) "Road Condition Monitoring Using Smart Sensing and Artificial Intelligence: A Review", Sensors, Vol. 22, No. 8, pp. 3044. ISSN 1424-8220. DOI: https://doi.org/10.3390/s22083044
Riid, A., Manna, D. L. and Astapov, S. (2020) "Image-Based Pavement Type Classification with Convolutional Neural Networks", 2020 IEEE 24th International Conference on Intelligent Engineering Systems (INES), pp. 55-60. ISBN 978-1-72811-059-2. DOI: https://doi.org/10.1109/INES49302.2020.9147199
Robinson, C., Duinker, P. N. and Beazley, K. F. (2010) "A conceptual framework for understanding, assessing, and mitigating ecological effects of forest roads", Environmental Reviews, Vol. 18, pp. 61-86. ISSN 1181-8700. DOI: https://doi.org/10.1139/A10-002
Selva, N., Kreft, S., Kati, V., Schluck, M., Jonsson, B.-G., Mihok, B., Okarma, H. and Ibisch, P. L. (2011) "Roadless and Low-Traffic Areas as Conservation Targets in Europe", Environmental Management, Vol. 48, No. 5, pp. 865-877. ISSN 0364-152X. DOI: https://doi.org/10.1007/s00267-011-9751-z
Stefanović, B., Stojnić, D. and Danilović, M. (2016) "Multi-criteria forest road network planning in fire-prone environment: A case study in Serbia", Journal of Environmental Planning and Management, Vol. 59, No. 5, pp. 911-926. ISSN 0964-0568. DOI: https://doi.org/10.1080/09640568.2015.1045971
Thompson, M. P., Gannon, B. M. and Caggiano, M. D. (2021) "Forest Roads and Operational Wildfire Response Planning", Forests, Vol. 12, No. 2, pp. 110. ISSN 1999-4907. DOI: https://doi.org/10.3390/f12020110
Tsiotas, D., Kantartzis, A., Kolkos, G., Lemonakis, P. and Arabatzis, G. (2023) "A modularity total environment network model for sustainable forest transportation", Euro-Mediterranean Journal for Environmental Integration, Vol. 8, No. 4, pp. 1057-1073. ISSN 1057-1073. DOI: https://doi.org/10.1007/s41207-023-00410-1
Tsiotas, D., Kantartzis, A., Kolkos, G., Lemonakis, P. and Arabatzis, G. (2024) "A multilayer network methodological framework for transportation and development of mountainous areas", International Journal of Sustainable Agricultural Management and Informatics, Vol. 10, No. 4, pp. 378-404. ISSN 2054-5819. DOI: https://doi.org/10.1504/IJSAMI.2024.141843
Tymstra, C., Stocks, B. J., Cai, X. and Flannigan, M. D. (2020) "Wildfire management in Canada: Review, challenges and opportunities", Progress in Disaster Science, Vol. 5, p. 100045. ISSN 2590-0617. DOI: https://doi.org/10.1016/j.pdisas.2019.100045
Yolmeh, G., Parsakhoo, A., Sheikh, V. and Mohamadi, J. (2021) "Effect of the standard levels of forest road segments on soil loss", Journal of Forest Science, Vol. 67, No. 2, pp. 80-86. ISSN 1212-4834. DOI: https://doi.org/10.17221/73/2020-JFS
Zhang, F., Dong, Y., Xu, S., Yang, X. and Lin, H. (2020) "An approach for improving firefighting ability of forest road network", Scandinavian Journal of Forest Research, Vol. 35, No. 8, pp. 547-561. ISSN 0282-7581. DOI: https://doi.org/10.1080/02827581.2020.1829029
Zhang, F., Johnson, D. M. and Sutherland, J. W. (2011) "A GIS-based method for identifying the optimal location for a facility to convert forest biomass to biofuel", Biomass and Bioenergy, Vol. 35, No. 9, pp. 3951-3961. ISSN 0961-9534. DOI: https://doi.org/10.1016/j.biombioe.2011.06.006








