Dual-Parameter Simultaneous Full Waveform Inversion of Ground-Penetrating Radar for Arctic Sea Ice
نویسندگان
چکیده
With global warming, Arctic sea ice, as one of the important factors regulating climate, has put forward new requirements for research. At present, ground penetrating radar (GPR) is a powerful tool to obtain structure ice. Traditional offset imaging techniques no longer meet research requirements, and two-parameter full waveform inversion (FWI) method received widespread attention. To solve high nonlinearity ill-posed problem FWI, L-BFGS optimization algorithm Wolfe criterion inexact line search were used update model. The parameter scale factor, multiscale strategy, total variation (TV) regularization introduced optimize results. Finally, anomalous bodies with different scales physical parameters carried out, which verifies reliability proposed dual-parameter ice provides study
منابع مشابه
Validation of ground penetrating radar full-waveform inversion for field scale soil moisture mapping
Ground penetrating radar (GPR) is an efficient method for soil moisture mapping at the field scale, bridging the scale gap between small-scale invasive sensors and large-scale remote sensing instruments. Nevertheless, commonly-used GPR approaches for soil moisture characterization suffer from several limitations and the determination of the uncertainties in GPR soil moisture sensing has been po...
متن کاملAdvanced Inversion Techniques for Ground Penetrating Radar
Ground Penetrating Radar (GPR) systems are nowadays standard inspection tools in several application areas, such as subsurface prospecting, civil engineering and cultural heritage monitoring. Usually, the raw output of GPR is provided as a B-scan, which has to be further processed in order to extract the needed information about the inspected scene. In this framework, inverse-scattering-based a...
متن کاملMapping shallow soil moisture profiles at the field scale using full-waveform inversion of ground penetrating radar data
Full-waveform inversions were applied to retrieve surface, two-layered and continuous soil moisture profiles from ground penetrating radar (GPR) data acquired in an 11-ha agricultural field situated in the loess belt area in central Belgium. The radar system consisted of a vector network analyzer combined with an off-ground horn antenna operating in the frequency range 2002000 MHz. The GPR syst...
متن کاملSubsurface polarimetric migration imaging for full polarimetric ground-penetrating radar
Xuan Feng,1,2 Yue Yu,1 Cai Liu1 and Michael Fehler2 1College of Geo-Exploration Science and Technology, Jilin University, No. 938 Xi MinZhu Street, Changchun 130026, China. E-mail: [email protected]; [email protected] 2Earth Resources Laboratory, Department of Earth, Atmospheric and Planetary Sciences, Massachusetts Institute of Technology, 77 Massachusetts Avenue, 54-225 Cambridge, MA 02139,...
متن کاملImaging the structure of cave ice by ground-penetrating radar
Several caves in high elevated alpine regions host up to several meters thick ice. The age of the ice may exceed some hundreds or thousands of years. However, structure, formation and development of the ice are not fully understood and are subject to relatively recent investigation. The application of ground-penetrating radar (GPR) enables to determine thickness, volume, basal and internal stru...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Remote Sensing
سال: 2023
ISSN: ['2315-4632', '2315-4675']
DOI: https://doi.org/10.3390/rs15143614