Assessment of flood susceptibility utilizing remote sensing and geographic information systems: A case study of Mpazi sub-catchment in the city of Kigali

Main Article Content

Patience Manizabayo
Hyacinthe Ngwijabagabo
Isaac Nzayisenga
Sabato Nzamwita
Laika Amani
Eugene Uwitonze
Katabarwa Murenzi Gilbert

Abstract

The Mpazi sub-catchment has been facing recurring floods, which pose significant threats to the community and environment. However, GIS technology has proven to be a valuable tool in assessing flood risks and vulnerability in the region. By analyzing spatial data such as land use, elevation, and rainfall patterns, detailed flood maps can be generated to simulate flood scenarios and develop effective management plans. The study conducted in this region revealed that there is a high susceptibility to flood hazards, particularly during the rainy season. The study identified the most vulnerable areas in the region and categorized them as follows: very high risk (39.74%), high risk (13.02%), moderate risk (30.22%), low risk (5.12%), and very low risk (11.9%). It is important to note that floods not only impact the environment but also infrastructure, such as residential and commercial buildings. The insights provided by this study are invaluable for stakeholders in developing effective flood management strategies to mitigate. Hence, all concerned government departments and citizens should collaborate actively to alleviate the ongoing rise in flooding and its impact. Adherence to land use and zoning regulations is crucial in this regard to address the issue effectively.

Article Details

How to Cite
Manizabayo, P. ., Ngwijabagabo , H. ., Nzayisenga , I. . ., Nzamwita , S. ., Amani , L. ., Uwitonze , E. ., & Gilbert, K. M. . (2024). Assessment of flood susceptibility utilizing remote sensing and geographic information systems: A case study of Mpazi sub-catchment in the city of Kigali. Advanced GIS, 4(1), 31–41. Retrieved from https://publish.mersin.edu.tr/index.php/agis/article/view/1356
Section
Articles

References

Alarifi, S. S., Abdelkareem, M., Abdalla, F., & Alotaibi, M. (2022). Flash flood hazard mapping using remote sensing and GIS techniques in Southwestern Saudi Arabia. Sustainability, 14(21). https://doi.org/10.3390/su142114145

Alfieri, L., Bisselink, B., Dottori, F., Naumann, G., De Roo, A., Salamon, P., Wyser, K., Feyen, L., & Alfieri, L. (2016). Global projections of river flood risk in a warmer world. https://doi.org/10.1111/eft2.183

Andrews, J., Babb, D., & Barber, D. G. (2017). Climate change and sea ice: Shipping accessibility on the marine transportation corridor through Hudson Bay and Hudson Strait (1980-2014). Elementa: Science of the Anthropocene, 5(15). https://doi.org/10.1525/elementa.130

Balana, B. B., Bizimana, J. C., Richardson, J. W., Lefore, N., Adimassu, Z., & Herbst, B. K. (2020). Economic and food security effects of small-scale irrigation technologies in northern Ghana. Water Resources and Economics, 29, 100141. https://doi.org/10.1016/j.wre.2019.03.001

Bilașco, S., Hognogi, G.-G., Roșca, S., Pop, A.-M., Iuliu, V., Fodorean, I., Marian-Potra, A.-C., & Sestras, P. (2022). Flash flood risk assessment and mitigation in digital-era governance Using unmanned aerial vehicle and GIS spatial analyses case study: Small river basins. Remote Sensing, 14(10), 2481. https://doi.org/10.3390/rs14102481

Birmah, M. N., Kigun, P. A., Alfred, Y. B., St, M., & Surajo, L. A. (2021). Flood assessment in Suleja local government area, Niger state, Nigeria. International Journal of Research Publication and Reviews, 2(3), 219-239.

Bizimana, J. P., & Ndahigwa, E. (2020). Cadastral information and erosion modeling for monitoring Gullies in Mpazi catchment area, Kigali city. Rwanda Journal of Engineering, Science, Technology and Environment, 3(1), 81-106. https://doi.org/10.4314/rjeste.v3i1.6s

De Boer, J., Wouter Botzen, W. J., & Terpstra, T. (2015). More than fear induction: Toward an understanding of people's motivation to be well‐prepared for emergencies in flood‐prone areas. Risk analysis, 35(3), 518-535. https://doi.org/10.1111/risa.12289

Dube, K., Nhamo, G., & Chikodzi, D. (2022). Flooding trends and their impacts on coastal communities of Western Cape Province, South Africa. GeoJournal, 87(S4), 453–468. https://doi.org/10.1007/s10708-021-10460-z

Bubeck, P., Botzen, W. J. W., Suu, L. T. T., & Aerts, J. C. J. H. (2012). Do flood risk perceptions provide useful insights for flood risk management? Findings from central Vietnam. Journal of Flood Risk Management, 5(4), 295–302. https://doi.org/10.1111/j.1753-318X.2012.01151.x

Cai, S., Fan, J., & Yang, W. (2021). Flooding risk assessment and analysis based on GIS and the TFN-AHP method: A case study of Chongqing, China. Atmosphere, 12(5). https://doi.org/10.3390/atmos12050623

Cirella, G. T., Iyalomhe, F. O., & Cirella, G. T. (2018). Flooding in Benin City, Nigeria. CONFERENCE Proceedings of the 2nd International Conference on Sustainability, Human Geography and Environment, Kraków · Poland, 175-179.

Collentine, D., & Futter, M. N. (2018). Realising the potential of natural water retention measures in catchment flood management: trade-offs and matching interests. Journal of Flood Risk Management, 11(1), 76–84. https://doi.org/10.1111/jfr3.12269

Cutter, S. L., Barnes, L., Berry, M., Burton, C., Evans, E., Tate, E., & Webb, J. (2008). A place-based model for understanding community resilience to natural disasters. Global Environmental Change, 18(4), 598–606. https://doi.org/10.1016/j.gloenvcha.2008.07.013

Estrada, F., Perron, P., & Yamamoto, Y. (2023a). Anthropogenic influence on extremes and risk hotspots. Scientific Reports, 13(1). https://doi.org/10.1038/s41598-022-27220-9

Gamoyo, M., Reason, C., & Obura, D. (2015). Rainfall variability over the East African coast. Theoretical and Applied Climatology, 120(1–2), 311–322. https://doi.org/10.1007/s00704-014-1171-6

Gerard, H. (2014). Design of Appropriate hydraulic structures for sustainable flood control in the Nyabugogo catchment, with focus on the Mpazi sub catchment [Doctoral dissertation, University of Rwanda].

Google Earth Pro. (2023). Google Earth Pro. Retrieved October 11, 2023, https://www.google.com/intl/tr/earth/about/

Habonimana, H. V., Bizimana, J. P., Uwayezu, E., Tuyishimire, J., & Mugisha, J. (2015, November 18-20). Integrated flood modelling for flood hazard assessment in Kigali city, Rwanda [Conference presentation]. GeoTechRwanda, Kigali, Ruanda.

Hadipour, V., Vafaie, F., & Deilami, K. (2020). Coastal flooding risk assessment using a GIS-based spatial multi-criteria decision analysis approach. Water 12(9). https://doi.org/10.3390/W12092379

Holstead, K. L., Kenyon, W., Rouillard, J. J., Hopkins, J., & Galán-Díaz, C. (2017). Natural flood management from the farmer’s perspective: criteria that affect uptake. Journal of Flood Risk Management, 10(2), 205–218. https://doi.org/10.1111/jfr3.12129

Hu, S., Cheng, X., Zhou, D., & Zhang, H. (2017). GIS-based flood risk assessment in suburban areas: A case study of the Fangshan district, Beijing. Natural Hazards, 87(3), 1525–1543. https://doi.org/10.1007/s11069-017-2828-0

Khedo, K. K. (2013). Real-time flood monitoring using wireless sensor networks. The Journal of the Institution of Engineers Mauritius-IEM Journal, 1, 59-69.

Loke, A. Y., Guo, C., & Molassiotis, A. (2021). Development of disaster nursing education and training programs in the past 20 years (2000–2019): A systematic review. Nurse Education Today, 99. https://doi.org/10.1016/j.nedt.2021.104809

Manyifika, M. (2015). Diagnostic assessment on urban floods using satellite data and hydrologic models in Kigali, Rwanda [Master's thesis, University of Twente]. Faculty of Geo-Information Science and Earth Observation. https://essay.utwente.nl/84041/1/manyifika.pdf

Mashi, S. A., Inkani, A. I., Obaro, O., & Asanarimam, A. S. (2020). Community perception, response and adaptation strategies towards flood risk in a traditional African city. Natural Hazards, 103(2), 1727–1759. https://doi.org/10.1007/s11069-020-04052-2

Mind’je, R., Li, L., Amanambu, A. C., Nahayo, L., Nsengiyumva, J. B., Gasirabo, A., & Mindje, M. (2019). Flood susceptibility modelling and hazard perception in Rwanda. International Journal of Disaster Risk Reduction, 38. https://doi.org/10.1016/j.ijdrr.2019.101211

Mohammadreza Hassani, E., Vessalas, K., Sirivivatnanon, V., & Baweja, D. (2017). Influence of permeability-reducing admixtures on water penetration in concrete. ACI Materials Journal, 114(6), 911–922. https://doi.org/10.14359/51701002

Njogu, H. W. (2021). Effects of floods on infrastructure users in Kenya. Journal of Flood Risk Management, 14(4). https://doi.org/10.1111/jfr3.12746

Pant, R., Thacker, S., Hall, J. W., Alderson, D., & Barr, S. (2018). Critical infrastructure impact assessment due to flood exposure. Journal of Flood Risk Management, 11(1), 22–33. https://doi.org/10.1111/jfr3.12288

Peker, İ. B., Gülbaz, S., Demir, V., Orhan, O., & Beden, N. (2024). Integration of HEC-RAS and HEC-HMS with GIS in flood modeling and flood hazard mapping. Sustainability, 16(3). https://doi.org/10.3390/su16031226

Pörtner, H. O., Roberts, D. C., Masson-Delmotte, V., Zhai, P., Tignor, M., Poloczanska, E., & Weyer, N. M. (2019). The ocean and cryosphere in a changing climate. IPCC special report on the ocean and cryosphere in a changing climate, 1155.

Poussin, J. K., Wouter Botzen, W. J., & Aerts, J. C. J. H. (2015). Effectiveness of flood damage mitigation measures: Empirical evidence from French flood disasters. Global Environmental Change, 31, 74–84. https://doi.org/10.1016/j.gloenvcha.2014.12.007

Ribas, A., Olcina, J., & Sauri, D. (2020). More exposed but also more vulnerable? Climate change, high intensity precipitation events and flooding in Mediterranean Spain. Disaster Prevention and Management, 29(3), 229–248.

https://doi.org/10.1108/DPM-05-2019-0149

Rimba, A., Setiawati, M., Sambah, A., & Miura, F. (2017). Physical flood vulnerability mapping applying geospatial techniques in Okazaki city, Aichi prefecture, Japan. Urban Science, 1(1), 7. https://doi.org/10.3390/urbansci1010007

Roy, D. C., & Blaschke, T. (2015). Spatial vulnerability assessment of floods in the coastal regions of Bangladesh. Geomatics, Natural Hazards and Risk, 6(1), 21–44. https://doi.org/10.1080/19475705.2013.816785

Saaty, T. L. (2002). Decision making with the Analytic Hierarchy Process. Scientia Iranica, 9(3), 215–229. https://doi.org/10.1504/ijssci.2008.017590

Seddon, N., Chausson, A., Berry, P., Girardin, C. A. J., Smith, A., & Turner, B. (2020). Understanding the value and limits of nature-based solutions to climate change and other global challenges. Philosophical Transactions of the Royal Society B: Biological Sciences, 375(1794). https://doi.org/10.1098/rstb.2019.0120

Shivaprasad Sharma, S. V., Roy, P. S., Chakravarthi, V., & Srinivasa Rao, G. (2018). Flood risk assessment using multi-criteria analysis: A case study from Kopili river basin, Assam, India. Geomatics, Natural Hazards and Risk, 9(1), 79–93. https://doi.org/10.1080/19475705.2017.1408705

Taramelli, A., Lissoni, M., Piedelobo, L., Schiavon, E., Valentini, E., Xuan, A. N., & Gonz, D. (2019). Monitoring green infrastructure for natural water retention using Copernicus global land products. Remote Sensing, 11(13), 1583. https://doi.org/10.3390/rs11131583

UNICEF. (2018). UNICEF annual report 2017: for every child, results. UNICEF. Retrieved October 11, 2023, https://www.unicef.org/reports/unicef-annual-report-2017

Wahab, B., & Falola, O. (2022). Vulnerable households in flood-prone communitıes in Ibadan: Measures to improve theır status wıthın the inclusıve Ibadan city framework. Journal of Inclusive Cities and Built Environment, 21–27. https://doi.org/10.54030/2788-564x/2022/cp1v2a6

Wali, U. G., Munyaneza, O., Nzeyimana, Y. K., & Wali, U. G. (2013). Hydraulic structures design for flood control in the Nyabugogo Wetland, Rwanda. Nile Basin Water Science & Engineering Journal, 6(2), 26-37.

Wang, W., Shao, Q., Yang, T., Peng, S., Xing, W., Sun, F., & Luo, Y. (2013). Quantitative assessment of the impact of climate variability and human activities on runoff changes: A case study in four catchments of the Haihe River basin, China. Hydrological Processes, 27(8), 1158–1174. https://doi.org/10.1002/hyp.9299

Wilkinson, M. E., Addy, S., Quinn, P. F., & Stutter, M. (2019). Natural flood management : small-scale progress and larger-scale challenges. Scottish Geographical Journal, 135(1-2), 23-32. https://doi.org/10.1080/14702541.2019.1610571

Zeleňáková, M., Vido, J., Portela, M. M., Purcz, P., Blištán, P., Hlavatá, H., & Hluštík, P. (2017). Precipitation trends over Slovakia in the period 1981-2013. Water, 9(12), 922. https://doi.org/10.3390/w9120922