Risk-Informed Assessment of Airport Operational Resilience Under Weather-Related Hazards: A Case Study of Djalaluddin Gorontalo

Authors

  • Sri Susanty Satya A. Dukalang Civil Engineering, Universitas Muhammadiyah Gorontalo, Gorontalo, Indonesia Author
  • Fithriyah Arief Wangsa Civil Engineering, Universitas Muhammadiyah Makassar, Makassar, Indonesia Author

DOI:

https://doi.org/10.70716/reswara.v4i4.879

Keywords:

airport operational resilience, airport operations, weather-related hazards, airport engineering, air transportation systems

Abstract

Weather-related hazards can affect airport operations, particularly through heavy rainfall and strong winds that may increase pressure on airside infrastructure and operational management. This study assesses the operational resilience of Djalaluddin Gorontalo Airport under weather-related hazards using a risk-informed and data-proportionate approach. Historical meteorological observations from the Meteorology, Climatology, and Geophysics Agency for 2021–2025 were analyzed descriptively, covering rainfall, relative humidity, average wind speed, and wind direction corresponding to the maximum recorded wind speed. The results show substantial variability in rainfall, with the highest annual total of 2,287 mm in 2021 and the highest monthly rainfall of 405 mm in November 2021. The highest recorded monthly wind speed reached 30 knots in April 2022, while wind directions corresponding to the maximum recorded wind speed were predominantly from the north (37.5%) and south (25.0%) during 2022–2025, indicating potential relevance to crosswind exposure for the east–west oriented Runway 09/27. Relative humidity remained generally high but was considered a supporting environmental condition rather than an independent operational hazard. Overall, rainfall and wind represent the principal weather-related exposure pathways, while airport resilience depends on the interaction between weather exposure, infrastructure vulnerability, and adaptive capacity. The findings provide an engineering basis for strengthening weather monitoring, drainage and surface-condition management, wind-aware operational planning, and preparedness at regional airports.

References

Ashford, N. J., Mumayiz, S., & Wright, P. H. (2011). Airport engineering: Planning, design, and development of 21st century airports (4th ed.). John Wiley & Sons. https://doi.org/10.1002/9780470950074

Borsky, S., & Unterberger, C. (2019). Bad weather and flight delays: The impact of sudden and slow onset weather events. Economics of Transportation, 18, 10–26. https://doi.org/10.1016/j.ecotra.2019.02.002

de Neufville, R., & Odoni, A. R. (2003). Airport systems: Planning, design, and management. McGraw-Hill.

de Oliveira, M., Eufrásio, A. B. R., Guterres, M. X., Murça, M. C. R., & Gomes, R. A. (2021). Analysis of airport weather impact on on-time performance of arrival flights for the Brazilian domestic air transportation system. Journal of Air Transport Management, 91, 101974. https://doi.org/10.1016/j.jairtraman.2020.101974

Dukalang, S. S. S. A. (2025). Assessment of runway ACN-PCN compatibility at Djalaluddin Gorontalo Airport. Journal of Innovative & Creativity, 5(3), 1–11. https://doi.org/10.31004/joecy.v5i3.4633

Dukalang, S. S. S. A. (2026a). Pengenalan perencanaan bandar udara. In M. S. Waristo, Syajruddin, M. Ikbal, & N. A. S. Putri (Eds.), Dasar-dasar perencanaan bandar udara (pp. 1–18). Arsy Media.

Dukalang, S. S. S. A. (2026b). Night-flight readiness analysis of Djalaluddin Gorontalo Airport using open-source satellite imagery and public documents. BANDAR: Journal of Civil Engineering, 8(1), 22–28. https://doi.org/10.31605/bjce.v8i1.6118

Dukalang, S. S. S. A. (2026c). Operational resilience analysis of airside capacity at Djalaluddin Gorontalo Airport during infrastructure expansion. Journal of Innovative & Creativity, 6(1), 1–15. https://joecy.org/index.php/joect/article/view/9126

Dukalang, S. S. S. A. (2026d). Konsep dan klasifikasi bandar udara. In S. Gusty, Irianto, M. S. P. A. Rustam, & Masdiana (Eds.), Infrastruktur bandar udara (pp. 1–18). Arsy Media.

Gultepe, I., & Feltz, W. F. (Eds.). (2020). Aviation meteorology: Observations and models. Springer. https://doi.org/10.1007/978-3-030-30982-4

Lui, G. N., Hon, K. K., & Liem, R. P. (2022). Weather impact quantification on airport arrival on-time performance through a Bayesian statistics modeling approach. Transportation Research Part C: Emerging Technologies, 143, 103811. https://doi.org/10.1016/j.trc.2022.103811

International Civil Aviation Organization. (2018). Safety management manual (SMM) (4th ed., Doc 9859). ICAO.

International Civil Aviation Organization. (2020). Procedures for air navigation services—Aerodromes (PANS-Aerodromes) (Doc 9981). ICAO.

International Civil Aviation Organization. (2022). Annex 14 to the Convention on International Civil Aviation: Aerodromes—Volume I: Aerodrome design and operations. ICAO.

International Civil Aviation Organization. (2024). Climate adaptation synthesis report: Understanding climate risks and building aviation resilience. ICAO.

National Academies of Sciences, Engineering, and Medicine. (2018). Using existing airport management systems to manage climate risk. The National Academies Press. https://doi.org/10.17226/25327

National Academies of Sciences, Engineering, and Medicine. (2019). Climate resilience and benefit–cost analysis: A handbook for airports. The National Academies Press. https://doi.org/10.17226/25497

Poo, M. C.-P., Yang, Z., Dimitriu, D., & Qu, Z. (2021). An advanced climate resilience indicator framework for airports: A UK case study. Transportation Research Part D: Transport and Environment, 101, 103099. https://doi.org/10.1016/j.trd.2021.103099

Song, M., Wang, J., & Li, R. (2024). The importance of weather factors in the resilience of airport flight operations based on Kolmogorov–Arnold networks (KANs). Applied Sciences, 14(19), 8938. https://doi.org/10.3390/app14198938

Voskaki, A., Budd, T., & Mason, K. (2023). The impact of climate hazards to airport systems: A synthesis of the implications and risk mitigation trends. Transport Reviews, 43(4), 652–675. https://doi.org/10.1080/01441647.2022.2163319

Zhang, Y., Liu, L., & Peng, X. (2025). Time series prediction of airport operational resilience under severe weather conditions. Journal of Air Transport Management, 129, 102862. https://doi.org/10.1016/j.jairtraman.2025.102862

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Published

2026-10-11

How to Cite

Dukalang, S. S. S. A., & Wangsa, F. A. . (2026). Risk-Informed Assessment of Airport Operational Resilience Under Weather-Related Hazards: A Case Study of Djalaluddin Gorontalo. RESWARA: Jurnal Riset Ilmu Teknik, 4(4), 1541-1553. https://doi.org/10.70716/reswara.v4i4.879