Probabilistic characterization of base flows in river basins: Roles of soil, vegetation, and geomorphology

被引:66
作者
Botter, G. [1 ]
Porporato, A.
Daly, E.
Rodriguez-Iturbe, I.
Rinaldo, A.
机构
[1] Univ Padua, Dipartimento Ingn Idraul Marittima & Geotecn, I-35131 Padua, Italy
[2] Univ Padua, Int Ctr Hydrol Dino Tonini, I-35131 Padua, Italy
[3] Duke Univ, Dept Civil & Environm Engn, Durham, NC 27708 USA
[4] Princeton Univ, Dept Civil & Environm Engn, Princeton, NJ 08544 USA
关键词
D O I
10.1029/2006WR005397
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
[1] In this paper we extend previous mathematical results on the probabilistic modeling of base flows driven by spatial and temporal fluctuations of soil moisture and affected by intermittent rainfall forcings and by heterogeneous transport, soil, and vegetation properties. Rainfall is modeled as a zero-dimensional marked Poisson process with exponentially distributed intensity, and various descriptors of spatial heterogeneity are used. The master equation for the probability distribution (pdf) of the base flow ( here epitomized by the mean daily flow rate in suitably sized catchments) and its moment-generating function are derived by coupling soil moisture balances with a traveltime formulation of transport. Exact solutions for the flow moments are derived in the following cases: ( 1) two tributary areas in parallel, ( 2) the rigorous extension to N subbasins, and ( 3) a simplified geomorphic arrangement of subbasins. Base flow statistics obtained by naive spatial averages of heterogeneous properties exhibit the same mean of the exact solution but may significantly overestimate higher-order moments. Relatively wet climate conditions seem to enhance the effects of the heterogeneity of soil, vegetation, transport, and geomorphic properties, particularly for low-stage flow regimes. The probabilistic structure of the base flow is explicitly linked to relevant climatic and geomorphologic features in addition to the spatial distribution of soil and vegetation properties, with possible ecohydrological implications on long-term water and nutrient mass balances in river basins.
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相关论文
共 22 条
[1]  
[Anonymous], 1964, Handbook of mathematical functions
[2]  
[Anonymous], 1997, Fractal River basins: Chance and self-organization
[3]   Basin-scale soil moisture dynamics and the probabilistic characterization of carrier hydrologic flows: Slow, leaching-prone components of the hydrologic response [J].
Botter, G. ;
Porporato, A. ;
Rodriguez-Iturbe, I. ;
Rinaldo, A. .
WATER RESOURCES RESEARCH, 2007, 43 (02)
[4]   A stochastic model of nitrate transport and cycling at basin scale [J].
Botter, G ;
Settin, T ;
Marani, M ;
Rinaldo, A .
WATER RESOURCES RESEARCH, 2006, 42 (04)
[5]   Scale effect on geomorphologic and kinematic dispersion [J].
Botter, G ;
Rinaldo, A .
WATER RESOURCES RESEARCH, 2003, 39 (10) :SWC61-SWC610
[6]   STORAGE-ROUTING MODEL RELATING DRAINAGE BASIN HYDROLOGY AND GEOMORPHOLOGY [J].
BOYD, MJ .
WATER RESOURCES RESEARCH, 1978, 14 (05) :921-928
[7]  
Dagan G, 1989, FLOW TRANSPORT POROU, DOI DOI 10.1007/978-3-642-75015-1
[8]   Representation of space-time variability of soil moisture [J].
Isham, V ;
Cox, DR ;
Rodríguez-Iturbe, I ;
Porporato, A ;
Manfreda, S .
PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2005, 461 (2064) :4035-4055
[9]   The role of topography on catchment-scale water residence time [J].
McGuire, KJ ;
McDonnell, JJ ;
Weiler, M ;
Kendall, C ;
McGlynn, BL ;
Welker, JM ;
Seibert, J .
WATER RESOURCES RESEARCH, 2005, 41 (05) :1-14
[10]   Soil water balance and ecosystem response to climate change [J].
Porporato, A ;
Daly, E ;
Rodriguez-Iturbe, I .
AMERICAN NATURALIST, 2004, 164 (05) :625-632