4.6 Article

Flood generating mechanisms investigation and rainfall threshold identification for regional flood early warning

期刊

ENVIRONMENTAL EARTH SCIENCES
卷 82, 期 10, 页码 -

出版社

SPRINGER
DOI: 10.1007/s12665-023-10938-8

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Automatic telemetric monitoring stations; Antecedent soil moisture conditions; Time-series statistical analysis; Cross-correlation analysis; Support vector machine; Pinios river; Greece

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A cost effective and easily applied methodological approach for flood generation mechanisms and rainfall threshold development at regional scale was proposed and tested in the Pinios upstream flood-prone area in Greece. The study found that the area is affected by long-duration floods triggered by low-intensity precipitation events in the mountainous areas. The time lag between rainfall and water level peaks was 17-25 hours.
A cost effective and easily applied methodological approach for the identification of the main factors involved in flood generation mechanisms and the development of rainfall threshold for incorporation in flood early warning systems at regional scale is proposed. The methodology was tested at the Pinios upstream flood-prone area in Greece. High frequency monitoring rainfall and water level/discharge time-series were investigated statistically. Based on the results, the study area is impacted by long-rain floods triggered by several days long and low-intensity precipitation events in the mountainous areas, that saturate the catchment and cause high flow conditions. Time lag between the peaks of rainfall and water level was 17-25 h. The relationship between cumulative rainfall R-sum on the mountainous areas and maximum water level MaxWL of the river at the particular river site can be expressed as: MaxWL = 1.55ln(R-sum) - 3.70 and the rainfall threshold estimated for the mountainous stations can be expressed as: R-sum = 20.4*D-0.3, where D is the duration of the event. The effect of antecedent moisture conditions prior each event was limited to the decrease of the time lag between rainfall and water level response. The limitations of the specific methodological approach are related to the uncertainties that arise due to the other variables contributing to the complex flood generating mechanisms not considered (e.g., the effect of snowmelt and air temperature, soil characteristics, the contribution of tributaries, or the inadequate maintenance of river network that may cause debris accumulation and river bank failure).

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