Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.2136/vzj2012.0083 |
Characterizing Disturbed Desert Soils Using Multiobjective Parameter Optimization | |
Caldwell, Todd G.1,3; Woehling, Thomas2; Young, Michael H.3; Boyle, Douglas P.4; McDonald, Eric V.1 | |
通讯作者 | Caldwell, Todd G. |
来源期刊 | VADOSE ZONE JOURNAL
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ISSN | 1539-1663 |
出版年 | 2013 |
卷号 | 12期号:1 |
英文摘要 | Simulating soil moisture dynamics in coarse-textured alluvial soils under high evaporative demand and infrequent rainfall challenges both characterization and numerical methods. For this study, three geomorphically young disturbed soils in the central Mojave Desert were characterized using direct, indirect, and inverse parameter estimation methods for numerical simulations using HYDRUS. Observations of soil water content (theta) and matric head (h) were used to formulate our multiobjective framework optimized using the AMALGAM algorithm. Both the direct and indirect parameterization methods reproduced theta but proved inadequate for h data. Sensitivity analysis found the parameters related to the dry end of the soil hydraulic function-including residual water content (theta(r)) and pore-size distribution (n)-most sensitive but often conflicting between the two criteria while soil temperature was effectively simulated but insensitive. At the sites, a large dynamic range of h (1-400 m) was accompanied by a relatively small range of theta (0.04-0.10 m(3) m(-3)), limiting our ability to resolve the wet-end of the hydraulic functions. Direct parameterization from infiltrometer data and indirect pedotransfer functions had good agreement with theta but largely underestimated h. Pareto analysis determined the trade-off between fitting both criteria and revealed model structure inadequacies as well as bifurcations into parameter populations, favoring either theta or h error minimization. The Pareto solutions compensated for the underestimation of h by forcing the a and n parameters to uncharacteristically low values for such coarse textures. This compensation kept the water capacity sufficiently high at lower theta to maintain conductivity toward the surface. These results are likely a consequence of either the disturbed soil system or hysteresis between measurements of theta and h. |
类型 | Article |
语种 | 英语 |
国家 | USA ; Germany |
收录类别 | SCI-E |
WOS记录号 | WOS:000317713300028 |
WOS关键词 | SATURATED HYDRAULIC CONDUCTIVITY ; PARTICLE-SIZE DISTRIBUTION ; MOJAVE DESERT ; VADOSE ZONE ; WATER-BALANCE ; HYDROLOGIC CHARACTERIZATION ; TENSION INFILTROMETERS ; NUMERICAL SIMULATIONS ; VARYING DEGREES ; BULK-DENSITY |
WOS类目 | Environmental Sciences ; Soil Science ; Water Resources |
WOS研究方向 | Environmental Sciences & Ecology ; Agriculture ; Water Resources |
来源机构 | Desert Research Institute |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/180157 |
作者单位 | 1.Univ Nevada, Desert Res Inst, Div Earth & Ecosyst Sci, Reno, NV 89506 USA; 2.Univ Tubingen, Water & Earth Sci Syst Competence Cluster WESS, Tubingen, Germany; 3.Univ Texas Austin, Bur Econ Geol, Austin, TX USA; 4.Univ Nevada, Dep Geog, Reno, NV 89557 USA |
推荐引用方式 GB/T 7714 | Caldwell, Todd G.,Woehling, Thomas,Young, Michael H.,et al. Characterizing Disturbed Desert Soils Using Multiobjective Parameter Optimization[J]. Desert Research Institute,2013,12(1). |
APA | Caldwell, Todd G.,Woehling, Thomas,Young, Michael H.,Boyle, Douglas P.,&McDonald, Eric V..(2013).Characterizing Disturbed Desert Soils Using Multiobjective Parameter Optimization.VADOSE ZONE JOURNAL,12(1). |
MLA | Caldwell, Todd G.,et al."Characterizing Disturbed Desert Soils Using Multiobjective Parameter Optimization".VADOSE ZONE JOURNAL 12.1(2013). |
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