Using long-term data sets to understand transit times in contrasting headwater catchments

Markus Hrachowitz, Christopher Soulsby, Doerthe Tetzlaff, Julian James Charles Dawson, Sarah Dunn, Iain Malcolm

Research output: Contribution to journalArticle

92 Citations (Scopus)

Abstract

Long-term tracer data collected over an 8 year period were analyzed to explore the transit times of two small (similar to 1 km(2)), contrasting headwater catchments in the uplands of Scotland. At Loch Ard, the catchment was characterized by low permeability gleyed soils overlying metamorphic geology. At Sourhope, more freely draining podzolic soils were dominant, which mantled fractured and faulted volcanic rocks. Hydrometric data and chemically-based hydrograph separations indicated that Loch Ard was a flashy catchment dominated by runoff processes in the upper soil horizons. In contrast, around 77% of annual flow at Sourhope was sustained by well-buffered groundwater sources. Weekly Cl- time series in precipitation and stream flow revealed similar variability in inputs at both sites, but much greater damping in outputs at Sourhope. Despite this, both catchments filtered white noise frequencies in precipitation inputs into I If outputs. These input-output relationships were modeled with a range of transit time distributions (TTD). At the responsive Loch Ard catchment, mean transit times (MTT) for the study period were estimated at 135-202 days. Models based on a gamma distribution or two parallel linear reservoirs were best able to capture the short- and long-term fluctuations in stream water in response to input variations. At Sourhope, the highly damped tracer signal in stream waters was poorly captured by all the TTDs used. Resulting MTT estimates of 1830-1970 days are based on weak model fits and poorly identifiable parameter sets, indicating that natural tracers such as Cl- are inadequate for catchments where MTTs are greater than a few years. At both sites, estimates of MTT using moving windows over the 8 year data sets revealed sensitivity to precipitation amounts and the length of monitoring period. It is concluded that time series of around 4 years are required to adequately constrain MTT estimates. (C) 2009 Elsevier B.V. All rights reserved.

Original languageEnglish
Pages (from-to)237-248
Number of pages12
JournalJournal of Hydrology
Volume367
Issue number3-4
Early online date21 Jan 2009
DOIs
Publication statusPublished - 15 Apr 2009

Keywords

  • Runoff processes
  • Transit times
  • Tracers
  • Chloride
  • Spectral analysis
  • 1/f
  • water residence times
  • nested mesoscale catchment
  • different spatial scales
  • stable-isotope tracers
  • small upland catchment
  • 2 forested catchments
  • Mid-Wales
  • hydrograph separation
  • hydrological pathways
  • stream water

Cite this

Using long-term data sets to understand transit times in contrasting headwater catchments. / Hrachowitz, Markus; Soulsby, Christopher; Tetzlaff, Doerthe; Dawson, Julian James Charles; Dunn, Sarah; Malcolm, Iain.

In: Journal of Hydrology, Vol. 367, No. 3-4, 15.04.2009, p. 237-248.

Research output: Contribution to journalArticle

Hrachowitz, Markus ; Soulsby, Christopher ; Tetzlaff, Doerthe ; Dawson, Julian James Charles ; Dunn, Sarah ; Malcolm, Iain. / Using long-term data sets to understand transit times in contrasting headwater catchments. In: Journal of Hydrology. 2009 ; Vol. 367, No. 3-4. pp. 237-248.
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AU - Dunn, Sarah

AU - Malcolm, Iain

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AB - Long-term tracer data collected over an 8 year period were analyzed to explore the transit times of two small (similar to 1 km(2)), contrasting headwater catchments in the uplands of Scotland. At Loch Ard, the catchment was characterized by low permeability gleyed soils overlying metamorphic geology. At Sourhope, more freely draining podzolic soils were dominant, which mantled fractured and faulted volcanic rocks. Hydrometric data and chemically-based hydrograph separations indicated that Loch Ard was a flashy catchment dominated by runoff processes in the upper soil horizons. In contrast, around 77% of annual flow at Sourhope was sustained by well-buffered groundwater sources. Weekly Cl- time series in precipitation and stream flow revealed similar variability in inputs at both sites, but much greater damping in outputs at Sourhope. Despite this, both catchments filtered white noise frequencies in precipitation inputs into I If outputs. These input-output relationships were modeled with a range of transit time distributions (TTD). At the responsive Loch Ard catchment, mean transit times (MTT) for the study period were estimated at 135-202 days. Models based on a gamma distribution or two parallel linear reservoirs were best able to capture the short- and long-term fluctuations in stream water in response to input variations. At Sourhope, the highly damped tracer signal in stream waters was poorly captured by all the TTDs used. Resulting MTT estimates of 1830-1970 days are based on weak model fits and poorly identifiable parameter sets, indicating that natural tracers such as Cl- are inadequate for catchments where MTTs are greater than a few years. At both sites, estimates of MTT using moving windows over the 8 year data sets revealed sensitivity to precipitation amounts and the length of monitoring period. It is concluded that time series of around 4 years are required to adequately constrain MTT estimates. (C) 2009 Elsevier B.V. All rights reserved.

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KW - Spectral analysis

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KW - water residence times

KW - nested mesoscale catchment

KW - different spatial scales

KW - stable-isotope tracers

KW - small upland catchment

KW - 2 forested catchments

KW - Mid-Wales

KW - hydrograph separation

KW - hydrological pathways

KW - stream water

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JO - Journal of Hydrology

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