A direct analysis of flood interval probability using approximately 100-year stream flow datasets
Article
Article Title | A direct analysis of flood interval probability using approximately 100-year stream flow datasets |
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ERA Journal ID | 30188 |
Article Category | Article |
Authors | Brodie, Ian M. (Author) and Khan, Shahjahan (Author) |
Journal Title | Hydrological Sciences Journal |
Journal Citation | 61 (12), pp. 2213-2225 |
Number of Pages | 13 |
Year | 2016 |
Place of Publication | United Kingdom |
ISSN | 0262-6667 |
2150-3435 | |
Digital Object Identifier (DOI) | https://doi.org/10.1080/02626667.2015.1099790 |
Web Address (URL) | http://www.tandfonline.com/doi/pdf/10.1080/02626667.2015.1099790 |
Abstract | Series of observed flood intervals, defined as the time intervals between successive flood peaks over a threshold, were extracted directly from eleven approximately 100-year streamflow datasets from Queensland, Australia. A range of discharge thresholds were analysed that correspond to approximately 3.7 months to 6.3 year return periods. Flood interval histograms at South East Queensland gauges were consistently unimodal whereas those of the North and Central Queensland sites were often multimodal. The exponential probability distribution (pd) is often used to describe interval exceedance probabilities, but fitting utilizing the Anderson Darling statistic found little evidence that it is the most suitable. The fatigue life pd dominated sub-year return periods (<1 year), often transitioning to a log Pearson 3 pd at above-year return periods. Fatigue life pd is used in analysis of the life time to structural failure when a threshold is exceeded and this paper demonstrates its relevance also to the elapsed time between above-threshold floods. At most sites, the interval medians were substantially less than the means for sub-year return periods. Statistically the median is a better measure of central tendency of skewed distributions but the mean is generally used in practice to describe the classical concept of flood return period. |
Keywords | flood frequency analysis; design discharges; partial series, peaks over threshold, annual series, flood interval, return period, probability distribution, nonparametric test |
ANZSRC Field of Research 2020 | 401199. Environmental engineering not elsewhere classified |
490509. Statistical theory | |
Public Notes | File reproduced in accordance with the copyright policy of the publisher/author. |
Byline Affiliations | School of Civil Engineering and Surveying |
School of Agricultural, Computational and Environmental Sciences | |
Institution of Origin | University of Southern Queensland |
https://research.usq.edu.au/item/q3413/a-direct-analysis-of-flood-interval-probability-using-approximately-100-year-stream-flow-datasets
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