Feasibility of Sequential and Coupled Inversion of Time Domain Reflectometry Data to Infer Soil Hydraulic Parameters under Falling Head Infiltration

被引:19
作者
Mboh, C. M. [1 ]
Huisman, J. A. [1 ]
Vereecken, H. [1 ]
机构
[1] Forschungszentrum Julich, IBG Agrosphere 3, D-52425 Julich, Germany
关键词
APPARENT ELECTRICAL-CONDUCTIVITY; COMPLEX DIELECTRIC PERMITTIVITY; WATER-CONTENT; FREQUENCY-DOMAIN; ELECTROMAGNETIC DETERMINATION; WAVE-FORMS; TDR; MODEL; PROFILES; ACCURACY;
D O I
10.2136/sssaj2010.0285
中图分类号
S15 [土壤学];
学科分类号
0903 ; 090301 ;
摘要
Accurate estimation of soil hydraulic properties is a prerequisite for efficient soil and water management. On a small scale, time domain reflectometry (TDR) measurements obtained during an infiltration event can be used for estimating soil hydraulic properties either using a sequential or a coupled inversion approach. In the traditional sequential approach, the TDR measurements are inverted into water content averages based on travel time analysis and subsequently used for calibrating a hydrologic model. Travel time analysis has been reported to be subjective and difficult to use for analyzing TDR measurements obtained during infiltration. In this paper, we extend the sequential inversion approach by using water content profiles (WCPs) obtained via inverse modeling of TDR measurements and introduce a coupled inversion approach which directly uses the TDR measurements for constraining the inversion for hydraulic properties without first inverting them into WCPs or averages. By comparing the feasibility of these approaches to infer three Mualem-van Genuchten (MVG) hydraulic parameters (alpha, n, K-s) from TDR measurements obtained under falling head infiltration, we concluded that the coupled approach is more practical and less uncertain than the sequential approach. In particular, the coupled inversion approach allows to simultaneously monitor ponding depth and water infiltration, which avoids the laborious task of manually measuring the ponding depths and can thus enable rapid estimation of the soil hydraulic parameters for multiple locations through automatic measurements of ponded infiltration for multiple rings through TDR multiplexing.
引用
收藏
页码:775 / 786
页数:12
相关论文
共 44 条
[1]  
[Anonymous], 1986, Agronomy Monographs
[2]   The electrical resistivity log as an aid in determining some reservoir characteristics [J].
Archie, GE .
TRANSACTIONS OF THE AMERICAN INSTITUTE OF MINING AND METALLURGICAL ENGINEERS, 1942, 146 :54-61
[3]   Inversion of TDR signals -: revisited [J].
Baenninger, Dominik ;
Wunderli, Hans ;
Nussberger, Mathis ;
Fluehler, Hannes .
JOURNAL OF PLANT NUTRITION AND SOIL SCIENCE, 2008, 171 (02) :137-145
[4]   Apparent electrical conductivity integrated from layered soil profiles [J].
Baenninger, Dominik ;
Wunderli, Hans ;
Fluehler, Hannes .
JOURNAL OF PLANT NUTRITION AND SOIL SCIENCE, 2009, 172 (02) :180-185
[5]   Characteristic impedance of unbalanced TDR probes [J].
Ball, JAR .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2002, 51 (03) :532-536
[6]   SOIL-WATER CONTENT AND POTENTIAL MEASURED BY HOLLOW TIME-DOMAIN REFLECTOMETRY PROBE [J].
BAUMGARTNER, N ;
PARKIN, GW ;
ELRICK, DE .
SOIL SCIENCE SOCIETY OF AMERICA JOURNAL, 1994, 58 (02) :315-318
[7]   DIELECTRIC-PROPERTIES AND INFLUENCE OF CONDUCTIVITY IN SOILS AT ONE TO 50 MEGAHERTZ [J].
CAMPBELL, JE .
SOIL SCIENCE SOCIETY OF AMERICA JOURNAL, 1990, 54 (02) :332-341
[8]   SHUFFLED COMPLEX EVOLUTION APPROACH FOR EFFECTIVE AND EFFICIENT GLOBAL MINIMIZATION [J].
DUAN, QY ;
GUPTA, VK ;
SOROOSHIAN, S .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 1993, 76 (03) :501-521
[9]   Theoretical model of a multisection time domain reflectometry measurement system [J].
Feng, W ;
Lin, CP ;
Deschamps, RJ ;
Drnevich, VP .
WATER RESOURCES RESEARCH, 1999, 35 (08) :2321-2331
[10]   Soil properties influencing apparent electrical conductivity: a review [J].
Friedman, SP .
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2005, 46 (1-3) :45-70