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An agricultural flash flood loss estimation methodology: the case study of the Koiliaris basin (Greece), February 2003 flood

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  • Anthi-Eirini Vozinaki
  • George Karatzas
  • Ioannis Sibetheros
  • Emmanouil Varouchakis

Abstract

River flooding causes significant losses to crops and negatively affects local agriculture economies, particularly in rural riverine areas. In this work, a techno-economic methodology for the monetary estimation of crop losses due to flash flooding is presented. The methodology takes into account flood depth and flow velocity, as provided by MIKE FLOOD, as well as the season of flood occurrence, and provides monetary estimates of crop damage based on synthetic logistic flow velocity–flood depth–crop damage surfaces. The development of the flood damage surfaces involved a questionnaire survey targeting practicing and research agronomists. Subsequently, a weighted Monte Carlo simulation was performed in order to enhance the questionnaire-based loss estimate information. Finally, synthetic flow velocity–flood depth–crop damage surfaces were developed for every crop under study and for every month using logistic regression analysis. The damage surfaces are an essential component of the developed model which was implemented in Python, enabling the GIS visualization of the estimated agricultural damage. The aforementioned methodology was applied for estimating the damage caused by a flash flood that took place in the Koiliaris River Basin in Crete for which no historical data exist. The novelty of the proposed methodology is the development of local synthetic flow velocity–flood depth–crop damage surfaces. Furthermore, the velocity parameter, which is taken into account, makes the methodology suitable for flash flood events, where significant discharges and high velocities dominate, or for flood event cases which are characterized by high flow velocities. The methodology identifies rural areas and agricultural land uses that are most prone to flooding and serious crop damages and thus require greater attention. Furthermore, the methodology aptitude for developing local damage surfaces could be modulated in order to confront different flood scenarios on various crops distributions and be used to address agricultural planning activities. Copyright Springer Science+Business Media Dordrecht 2015

Suggested Citation

  • Anthi-Eirini Vozinaki & George Karatzas & Ioannis Sibetheros & Emmanouil Varouchakis, 2015. "An agricultural flash flood loss estimation methodology: the case study of the Koiliaris basin (Greece), February 2003 flood," 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. 79(2), pages 899-920, November.
  • Handle: RePEc:spr:nathaz:v:79:y:2015:i:2:p:899-920
    DOI: 10.1007/s11069-015-1882-8
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    References listed on IDEAS

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    1. H. Apel & G. Aronica & H. Kreibich & A. Thieken, 2009. "Flood risk analyses—how detailed do we need to be?," 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. 49(1), pages 79-98, April.
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    2. Juan Pinos & Daniel Orellana & Luis Timbe, 2020. "Assessment of microscale economic flood losses in urban and agricultural areas: case study of the Santa Bárbara River, Ecuador," 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. 103(2), pages 2323-2337, September.
    3. Ahmet Ozan Celik & Volkan Kiricci & Canberk Insel, 2017. "Reassessment of the flood damage at a river diversion hydropower plant site: lessons learned from a case study," 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. 86(2), pages 833-847, March.
    4. Samuele, De Petris & Federica, Ghilardi & Filippo, Sarvia & Enrico, Borgogno-Mondino, 2022. "A simplified method for water depth mapping over crops during flood based on Copernicus and DTM open data," Agricultural Water Management, Elsevier, vol. 269(C).
    5. Xavier Romão & Esmeralda Paupério, 2016. "A framework to assess quality and uncertainty in disaster loss data," 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. 83(2), pages 1077-1102, September.
    6. Ruben Prütz & Peter Månsson, 2021. "A GIS-based approach to compare economic damages of fluvial flooding in the Neckar River basin under current conditions and future scenarios," 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. 108(2), pages 1807-1834, September.
    7. Md Shahinoor Rahman & Liping Di, 2020. "A Systematic Review on Case Studies of Remote-Sensing-Based Flood Crop Loss Assessment," Agriculture, MDPI, vol. 10(4), pages 1-30, April.
    8. Xi Wang & Zhanyan Liu & Huili Chen, 2022. "Investigating Flood Impact on Crop Production under a Comprehensive and Spatially Explicit Risk Evaluation Framework," Agriculture, MDPI, vol. 12(4), pages 1-23, March.
    9. Tugkan Tanir & Andre de Souza de Lima & Gustavo A. Coelho & Sukru Uzun & Felicio Cassalho & Celso M. Ferreira, 2021. "Assessing the spatiotemporal socioeconomic flood vulnerability of agricultural communities in the Potomac River Watershed," 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. 108(1), pages 225-251, August.
    10. Alexander J. Miller & Mauricio E. Arias & Sergio Alvarez, 2021. "Built environment and agricultural value at risk from Hurricane Irma flooding in Florida (USA)," 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. 109(2), pages 1327-1348, November.

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