Regionalization of transit time estimates in montane catchments by integrating landscape controls

被引:136
作者
Hrachowitz, M. [1 ]
Soulsby, C. [1 ]
Tetzlaff, D. [1 ]
Dawson, J. J. C. [1 ]
Malcolm, I. A. [2 ]
机构
[1] Univ Aberdeen, Sch Geosci, Aberdeen AB24 3UF, Scotland
[2] FRS Freshwater Lab, Faskally PH16 5LB, Pitlochry, Scotland
关键词
WATER RESIDENCE TIMES; NESTED MESOSCALE CATCHMENT; STABLE-ISOTOPE TRACERS; DIGITAL ELEVATION DATA; HYDROLOGICAL PATHWAYS; SCOTTISH CATCHMENT; INFORMATION-SYSTEM; RUNOFF GENERATION; UPLAND CATCHMENT; CROSS-VALIDATION;
D O I
10.1029/2008WR007496
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Mean transit time (MTT) is being increasingly used as a metric of hydrological function in intercatchment comparisons. Estimating MTT usually involves relating the temporally varying input concentration of a conservative tracer to the signal in the stream using various transfer functions as transit time distributions (TTDs). Most studies have been confined to data collection periods of 1-2 years at single sites, often limiting the transferability of the findings as such short periods usually only capture a narrow range of climatic variability within a spatially restricted area. In this study, we use longer-term ( up to 17 years) weekly input-output relationships of Cl(-) to estimate MTTs using a range of TTD models in 20 headwater catchments (ranging from <1 to 35 km(2)) in seven geomorphologically and climatically distinct parts of the Scottish Highlands. The MTTs obtained from a Gamma distribution model were the best identified and ranged from about 50 to 1700 days for individual catchments. The MTTs, in conjunction with GIS analysis of landscape characteristics and climatic indices, allowed the development of a robust multiple-regression model to establish the relative importance of different landscape and climate controls on MTTs. The best model combines the prediction variables percent responsive soil cover, drainage density, precipitation intensity, and topographic wetness index and yields R(adj)(2) = 0.88. Cross validation shows small absolute error, suggesting that the model can be used to estimate MTTs in ungauged headwater catchments throughout the Scottish Highlands and potentially in similar regions where comparable information is available.
引用
收藏
页数:18
相关论文
共 80 条
  • [1] Strontium isotope ratios in streams and the effect of flow rate in relation to weathering in catchments
    Bain, DC
    Midwood, AJ
    Miller, JD
    [J]. CATENA, 1998, 32 (02) : 143 - 151
  • [2] The influence of mineralogy on weathering rates and processes in an acid-sensitive granitic catchment
    Bain, DC
    Roe, MJ
    Duthie, DML
    Thomson, CM
    [J]. APPLIED GEOCHEMISTRY, 2001, 16 (7-8) : 931 - 937
  • [3] Belsley D. A., 1991, Computer Science in Economics and Management, V4, P33
  • [4] THE FUTURE OF DISTRIBUTED MODELS - MODEL CALIBRATION AND UNCERTAINTY PREDICTION
    BEVEN, K
    BINLEY, A
    [J]. HYDROLOGICAL PROCESSES, 1992, 6 (03) : 279 - 298
  • [5] Beven K.J., 1979, Hydrological Sciences Bulletin, V24, P43, DOI DOI 10.1080/02626667909491834
  • [6] Mapping first-order controls on streamflow from drainage basins:: the T3 template
    Buttle, Jim
    [J]. HYDROLOGICAL PROCESSES, 2006, 20 (15) : 3415 - 3422
  • [7] Potential contribution of topography-driven regional groundwater flow to fractal stream chemistry: Residence time distribution analysis of Toth flow
    Cardenas, M. Bayani
    [J]. GEOPHYSICAL RESEARCH LETTERS, 2007, 34 (05)
  • [8] Dewalle DR, 1997, HYDROL PROCESS, V11, P1895, DOI 10.1002/(SICI)1099-1085(199712)11:15<1895::AID-HYP538>3.0.CO
  • [9] 2-#
  • [10] Conceptualization in catchment modelling: simply learning?
    Dunn, S. M.
    Freer, J.
    Weiler, M.
    Kirkby, M. J.
    Seibert, J.
    Quinn, P. F.
    Lischeid, G.
    Tetzlaff, D.
    Soulsby, C.
    [J]. HYDROLOGICAL PROCESSES, 2008, 22 (13) : 2389 - 2393