The DOI matches its Crossref record; 20 of the 20 references it cites were found in a registry or an index.
gprMax: Open source software to simulate electromagnetic wave propagation for Ground Penetrating Radar
Open accessAbstract
gprMax is open source software that simulates electromagnetic wave propagation, using the Finite-Difference Time-Domain (FDTD) method, for the numerical modelling of Ground Penetrating Radar (GPR). gprMax was originally developed in 1996 when numerical modelling using the FDTD method and, in general, the numerical modelling of GPR were in their infancy. Current computing resources offer the opportunity to build detailed and complex FDTD models of GPR to an extent that was not previously possible. To enable these types of simulations to be more easily realised, and also to facilitate the addition of more advanced features, gprMax has been redeveloped and significantly modernised. The original C-based code has been completely rewritten using a combination of Python and Cython programming languages. Standard and robust file formats have been chosen for geometry and field output files. New advanced modelling features have been added including: an unsplit implementation of higher order Perfectly Matched Layers (PMLs) using a recursive integration approach; diagonally anisotropic materials; dispersive media using multi-pole Debye, Drude or Lorenz expressions; soil modelling using a semi-empirical formulation for dielectric properties and fractals for geometric characteristics; rough surface generation; and the ability to embed complex transducers and targets. Program title: gprMax Catalogue identifier: AFBG_v1_0 Program summary URL:http://cpc.cs.qub.ac.uk/summaries/AFBG_v1_0.html Program obtainable from: CPC Program Library, Queen’s University, Belfast, N. Ireland Licensing provisions: GNU GPL v3 No. of lines in distributed program, including test data, etc.: 627180 No. of bytes in distributed program, including test data, etc.: 26762280 Distribution format: tar.gz Programming language: Python. Computer: Any computer with a Python interpreter and a C compiler. Operating system: Microsoft Windows, Mac OS X, and Linux. RAM: Problem dependent Classification: 10. External routines: Cython[1], h5py[2], matplotlib[3], NumPy[4], mpi4py[5] Nature of problem: Classical electrodynamics Solution method: Finite-Difference Time-Domain (FDTD) Running time: Problem dependent References: Cython, http://www.cython.org h5py, http://www.h5py.org matplotlib, http://www.matplotlib.org NumPy, http://www.numpy.org mpi4py, http://mpi4py.scipy.org
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Cites
Yee, K. (1966) · IEEE Transactions on Antennas and Propagation · doi:10.1109/tap.1966.1138693 · Cited by 15,008
The Massachusetts Institute of Technology
Endowed, S. C. F. (1999) · Anthropology News · doi:10.1111/an.1999.40.2.6 · Cited by 3,135
Microwave Dielectric Behavior of Wet Soil-Part II: Dielectric Mixing Models
Dobson, M., Ulaby, F., Hallikainen, M., & El-rayes, M. (1985) · IEEE Transactions on Geoscience and Remote Sensing · doi:10.1109/tgrs.1985.289498 · Cited by 1,987
Fractals and Chaos in Geology and Geophysics
Turcotte, D. L. (1997) · Cambridge University Press eBooks · doi:10.1017/cbo9781139174695 · Cited by 1,885
Gay, S., Ravara, A., & Schoenmaker, W. (2022) · River Publishers eBooks · doi:10.1201/9781003337669 · Cited by 866
Vial, A., Grimault, A.-S., Macías, D., Barchiesi, D., & de la Chapelle, M. L. (2005) · Physical Review B · doi:10.1103/physrevb.71.085416 · Cited by 853
Modelling ground penetrating radar by GprMax
Giannopoulos, A. (2005) · Construction and Building Materials · doi:10.1016/j.conbuildmat.2005.06.007 · Cited by 696
Self-citationModeling of ground-penetrating Radar for accurate characterization of subsurface electric properties
Lambot, S., Slob, E. C., van den Bosch, I., Stockbroeckx, B., & Vanclooster, M. (2004) · IEEE Transactions on Geoscience and Remote Sensing · doi:10.1109/tgrs.2004.834800 · Cited by 493
A Realistic FDTD Numerical Modeling Framework of Ground Penetrating Radar for Landmine Detection
Giannakis, I., Giannopoulos, A., & Warren, C. (2016) · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · doi:10.1109/jstars.2015.2468597 · Cited by 199
Self-citationSurface and borehole ground-penetrating-radar developments
Slob, E., Sato, M., & Olhoeft, G. (2010) · Geophysics · doi:10.1190/1.3480619 · Cited by 189
Metadata
- Authors
- Warren, C., Giannopoulos, A., & Giannakis, I.
- Venue
- Computer Physics Communications
- Publisher
- Elsevier BV
- Published
- 2016-12
- Volume
- 209
- Pages
- 163-170
- ISSN
- 0010-4655 (ISSN-L)
- OpenAlex
- W2518909974
- Cited by
- 991
- References
- 20
- FWCI
- 74.98
- Type
- journal article
- Language
- en
- Open access
- hybrid
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