Development of a precipitation–area curve for warning criteria of short-duration flash flood

This paper presents quantitative criteria for flash flood warning that can be used to rapidly assess flash flood occurrence based on only rainfall estimates. This study was conducted for 200 small mountainous sub-catchments of the Han River basin in South Korea because South Korea has recently s...

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Main Authors: D.-H. Bae, M.-H. Lee, S.-K. Moon
Format: Article
Language:English
Published: Copernicus Publications 2018-01-01
Series:Natural Hazards and Earth System Sciences
Online Access:https://www.nat-hazards-earth-syst-sci.net/18/171/2018/nhess-18-171-2018.pdf
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spelling doaj-5413fd14f37342c480d52a70b407ea402020-11-24T21:35:18ZengCopernicus PublicationsNatural Hazards and Earth System Sciences1561-86331684-99812018-01-011817118310.5194/nhess-18-171-2018Development of a precipitation–area curve for warning criteria of short-duration flash floodD.-H. Bae0M.-H. Lee1S.-K. Moon2Department of Civil and Environmental Engineering, Sejong University, Seoul, 05006, South KoreaDepartment of Civil and Environmental Engineering, Sejong University, Seoul, 05006, South KoreaWater Resources Research Division, Water Resources & Environment Research Group, Rural Research Institute, Korea Rural Community Corporation, Ansan-si, Gyeonggi-do, 15634, South KoreaThis paper presents quantitative criteria for flash flood warning that can be used to rapidly assess flash flood occurrence based on only rainfall estimates. This study was conducted for 200 small mountainous sub-catchments of the Han River basin in South Korea because South Korea has recently suffered many flash flood events. The quantitative criteria are calculated based on flash flood guidance (FFG), which is defined as the depth of rainfall of a given duration required to cause frequent flooding (1–2-year return period) at the outlet of a small stream basin and is estimated using threshold runoff (TR) and antecedent soil moisture conditions in all sub-basins. The soil moisture conditions were estimated during the flooding season, i.e., July, August and September, over 7 years (2002–2009) using the Sejong University Rainfall Runoff (SURR) model. A ROC (receiver operating characteristic) analysis was used to obtain optimum rainfall values and a generalized precipitation–area (<i>P</i>–<i>A</i>) curve was developed for flash flood warning thresholds. The threshold function was derived as a <i>P</i>–<i>A</i> curve because the precipitation threshold with a short duration is more closely related to basin area than any other variables. For a brief description of the <i>P</i>–<i>A</i> curve, generalized thresholds for flash flood warnings can be suggested for rainfall rates of 42, 32 and 20 mm h<sup>−1</sup> in sub-basins with areas of 22–40, 40–100 and &gt; 100 km<sup>2</sup>, respectively. The proposed <i>P</i>–<i>A</i> curve was validated based on observed flash flood events in different sub-basins. Flash flood occurrences were captured for 9 out of 12 events. This result can be used instead of FFG to identify brief flash flood (less than 1 h), and it can provide warning information to decision-makers or citizens that is relatively simple, clear and immediate.https://www.nat-hazards-earth-syst-sci.net/18/171/2018/nhess-18-171-2018.pdf
collection DOAJ
language English
format Article
sources DOAJ
author D.-H. Bae
M.-H. Lee
S.-K. Moon
spellingShingle D.-H. Bae
M.-H. Lee
S.-K. Moon
Development of a precipitation–area curve for warning criteria of short-duration flash flood
Natural Hazards and Earth System Sciences
author_facet D.-H. Bae
M.-H. Lee
S.-K. Moon
author_sort D.-H. Bae
title Development of a precipitation–area curve for warning criteria of short-duration flash flood
title_short Development of a precipitation–area curve for warning criteria of short-duration flash flood
title_full Development of a precipitation–area curve for warning criteria of short-duration flash flood
title_fullStr Development of a precipitation–area curve for warning criteria of short-duration flash flood
title_full_unstemmed Development of a precipitation–area curve for warning criteria of short-duration flash flood
title_sort development of a precipitation–area curve for warning criteria of short-duration flash flood
publisher Copernicus Publications
series Natural Hazards and Earth System Sciences
issn 1561-8633
1684-9981
publishDate 2018-01-01
description This paper presents quantitative criteria for flash flood warning that can be used to rapidly assess flash flood occurrence based on only rainfall estimates. This study was conducted for 200 small mountainous sub-catchments of the Han River basin in South Korea because South Korea has recently suffered many flash flood events. The quantitative criteria are calculated based on flash flood guidance (FFG), which is defined as the depth of rainfall of a given duration required to cause frequent flooding (1–2-year return period) at the outlet of a small stream basin and is estimated using threshold runoff (TR) and antecedent soil moisture conditions in all sub-basins. The soil moisture conditions were estimated during the flooding season, i.e., July, August and September, over 7 years (2002–2009) using the Sejong University Rainfall Runoff (SURR) model. A ROC (receiver operating characteristic) analysis was used to obtain optimum rainfall values and a generalized precipitation–area (<i>P</i>–<i>A</i>) curve was developed for flash flood warning thresholds. The threshold function was derived as a <i>P</i>–<i>A</i> curve because the precipitation threshold with a short duration is more closely related to basin area than any other variables. For a brief description of the <i>P</i>–<i>A</i> curve, generalized thresholds for flash flood warnings can be suggested for rainfall rates of 42, 32 and 20 mm h<sup>−1</sup> in sub-basins with areas of 22–40, 40–100 and &gt; 100 km<sup>2</sup>, respectively. The proposed <i>P</i>–<i>A</i> curve was validated based on observed flash flood events in different sub-basins. Flash flood occurrences were captured for 9 out of 12 events. This result can be used instead of FFG to identify brief flash flood (less than 1 h), and it can provide warning information to decision-makers or citizens that is relatively simple, clear and immediate.
url https://www.nat-hazards-earth-syst-sci.net/18/171/2018/nhess-18-171-2018.pdf
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