Technical note: Long-term persistence loss of urban streams as a metric for catchment classification

<p>Urbanisation has been associated with a reduction in the long-term correlation within a streamflow series, quantified by the Hurst exponent (<i>H</i>). This presents an opportunity to use the <i>H</i> exponent as an index for the classification of catchments on a...

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Main Authors: D. Jovanovic, T. Jovanovic, A. Mejía, J. Hathaway, E. Daly
Format: Article
Language:English
Published: Copernicus Publications 2018-06-01
Series:Hydrology and Earth System Sciences
Online Access:https://www.hydrol-earth-syst-sci.net/22/3551/2018/hess-22-3551-2018.pdf
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spelling doaj-9274150b585548218634e2a6b3c900312020-11-25T02:26:20ZengCopernicus PublicationsHydrology and Earth System Sciences1027-56061607-79382018-06-01223551355910.5194/hess-22-3551-2018Technical note: Long-term persistence loss of urban streams as a metric for catchment classificationD. Jovanovic0T. Jovanovic1T. Jovanovic2A. Mejía3J. Hathaway4E. Daly5Department of Civil Engineering, Monash University, Melbourne, 3800, VIC, AustraliaDepartment of Civil and Environmental Engineering, Pennsylvania State University, University Park, PA 16802, USAcurrently at: National Socio-Environmental Synthesis Center (SESYNC), University of Maryland, Annapolis, MD, USADepartment of Civil and Environmental Engineering, Pennsylvania State University, University Park, PA 16802, USADepartment of Civil and Environmental Engineering, The University of Tennessee, Knoxville, TN 37996, USADepartment of Civil Engineering, Monash University, Melbourne, 3800, VIC, Australia<p>Urbanisation has been associated with a reduction in the long-term correlation within a streamflow series, quantified by the Hurst exponent (<i>H</i>). This presents an opportunity to use the <i>H</i> exponent as an index for the classification of catchments on a scale from natural to urbanised conditions. However, before using the <i>H</i> exponent as a general index, the relationship between this exponent and level of urbanisation needs to be further examined and verified on catchments with different levels of imperviousness and from different climatic regions. In this study, the <i>H</i> exponent is estimated for 38 (deseasonalised) mean daily runoff time series, 22 from the USA and 16 from Australia, using the traditional rescaled-range statistic (<i>R</i>∕<i>S</i>) and the more advanced multifractal detrended fluctuation analysis (MF-DFA). Relationships between <i>H</i> and catchment imperviousness, catchment size, annual rainfall and specific mean discharge were investigated. No clear relationship with catchment area was found, and a weak negative relationship with annual rainfall and specific mean streamflow was found only when the <i>R</i>∕<i>S</i> method was used. Conversely, both methods showed decreasing values of <i>H</i> as catchment imperviousness increased. The <i>H</i> exponent decreased from around 1.0 for catchments in natural conditions to around 0.6 for highly urbanised catchments. Three significantly different ranges of <i>H</i> exponents were identified, allowing catchments to be parsed into groups with imperviousness lower than 5 % (natural), catchments with imperviousness between 5 and 15 % (peri-urban) and catchments with imperviousness larger than 15 % (urban). The <i>H</i> exponent thus represents a useful metric to quantitatively assess the impact of catchment imperviousness on streamflow regime.</p>https://www.hydrol-earth-syst-sci.net/22/3551/2018/hess-22-3551-2018.pdf
collection DOAJ
language English
format Article
sources DOAJ
author D. Jovanovic
T. Jovanovic
T. Jovanovic
A. Mejía
J. Hathaway
E. Daly
spellingShingle D. Jovanovic
T. Jovanovic
T. Jovanovic
A. Mejía
J. Hathaway
E. Daly
Technical note: Long-term persistence loss of urban streams as a metric for catchment classification
Hydrology and Earth System Sciences
author_facet D. Jovanovic
T. Jovanovic
T. Jovanovic
A. Mejía
J. Hathaway
E. Daly
author_sort D. Jovanovic
title Technical note: Long-term persistence loss of urban streams as a metric for catchment classification
title_short Technical note: Long-term persistence loss of urban streams as a metric for catchment classification
title_full Technical note: Long-term persistence loss of urban streams as a metric for catchment classification
title_fullStr Technical note: Long-term persistence loss of urban streams as a metric for catchment classification
title_full_unstemmed Technical note: Long-term persistence loss of urban streams as a metric for catchment classification
title_sort technical note: long-term persistence loss of urban streams as a metric for catchment classification
publisher Copernicus Publications
series Hydrology and Earth System Sciences
issn 1027-5606
1607-7938
publishDate 2018-06-01
description <p>Urbanisation has been associated with a reduction in the long-term correlation within a streamflow series, quantified by the Hurst exponent (<i>H</i>). This presents an opportunity to use the <i>H</i> exponent as an index for the classification of catchments on a scale from natural to urbanised conditions. However, before using the <i>H</i> exponent as a general index, the relationship between this exponent and level of urbanisation needs to be further examined and verified on catchments with different levels of imperviousness and from different climatic regions. In this study, the <i>H</i> exponent is estimated for 38 (deseasonalised) mean daily runoff time series, 22 from the USA and 16 from Australia, using the traditional rescaled-range statistic (<i>R</i>∕<i>S</i>) and the more advanced multifractal detrended fluctuation analysis (MF-DFA). Relationships between <i>H</i> and catchment imperviousness, catchment size, annual rainfall and specific mean discharge were investigated. No clear relationship with catchment area was found, and a weak negative relationship with annual rainfall and specific mean streamflow was found only when the <i>R</i>∕<i>S</i> method was used. Conversely, both methods showed decreasing values of <i>H</i> as catchment imperviousness increased. The <i>H</i> exponent decreased from around 1.0 for catchments in natural conditions to around 0.6 for highly urbanised catchments. Three significantly different ranges of <i>H</i> exponents were identified, allowing catchments to be parsed into groups with imperviousness lower than 5 % (natural), catchments with imperviousness between 5 and 15 % (peri-urban) and catchments with imperviousness larger than 15 % (urban). The <i>H</i> exponent thus represents a useful metric to quantitatively assess the impact of catchment imperviousness on streamflow regime.</p>
url https://www.hydrol-earth-syst-sci.net/22/3551/2018/hess-22-3551-2018.pdf
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