研究目的
Investigating the retrieval of broadband dielectric spectra for a layered half space using a frequency domain two-port transmission line forward model and a constitutive material equation based on a power law soil mixture rule.
研究成果
The developed model is suitable for estimating in-homogeneous material parameter distributions and allows for automatic adaptation of layer number and thickness. The method shows reasonable agreement between expected and retrieved soil properties in various scenarios.
研究不足
The study is limited by the sensitivity of the model to low losses in materials like PTFE and air, and the computational costs associated with high-frequency measurements and simulations.
1:Experimental Design and Method Selection
The study employs a frequency domain two-port transmission line forward model and a constitutive material equation based on the Complex Refractive Index Model (CRIM). The inversion scheme uses a Shuffled Complex Evolution (SCE) algorithm for global optimization.
2:Sample Selection and Data Sources
Validation was performed using a coaxial transmission line cell measured with a network analyzer and synthetic data corresponding to four hydrogeological scenarios.
3:List of Experimental Equipment and Materials
Vector Network Analyzer (E5071C ENA Series, Agilent Technologies), coaxial transmission line cell, Polytetrafluoroethylene (PTFE) cylinders.
4:Experimental Procedures and Operational Workflow
Measurements were carried out with the VNA from 1 MHz–2 GHz. The coaxial cell was filled with PTFE and air layers. Synthetic data were generated for four scenarios to analyze the method's performance.
5:Data Analysis Methods
The SCE algorithm was used for inverse parameter estimation. Uncertainty analysis was performed using Monte Carlo Markov Chain (MCMC) methods.
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