In shallow continental-shelf seas, solitary internal waves displace the thermocline by meters and thereby perturb the arrival times of acoustic normal modes — the observable on which ocean acoustic tomography relies. Li, Zhang, Badiey, and Song (AIP Conf. Proc. 1495, 2012; journal version with Nan, Sci. Sin.-Phys. Mech. Astron. 43, 2013) derived a compact criterion in a two-layer approximation: a mode whose equivalent grazing angle lies between the thermocline critical angle and the bottom critical angle carries energy through the whole water column, including the thermocline, and its arrival time fluctuates strongly under internal-wave activity, while a mode with a smaller grazing angle propagates mainly below the thermocline with stable timing; the same mode index can be sensitive at one frequency and insensitive at another. The criterion was validated only against SWARM'95 airgun data (modes 1 and 2 at 50 Hz, since the airgun spectrum was concentrated below about 200 Hz; a 15.0 km track running within about 2° of the soliton front, treated as range-independent; and a synchronization-based arrival-time calibration). The open problem is to establish quantitatively the criterion's domain of validity — for higher-order modes excited at higher frequencies, for range-dependent tracks, continuous sound-speed profiles, and non-solitary internal-wave fields. No prior work is known that validates, extends, or refutes the criterion in these regimes.
Background
Continental-shelf seas in summer are vertically stratified: a warm surface mixed layer sits above cold bottom water, and the transition is marked by a thermocline, a thin layer of rapid temperature decrease. Because sound speed in seawater depends on temperature, such a water column acts as an acoustic waveguide. At low frequencies (tens to hundreds of hertz) and kilometer ranges, propagation in this waveguide is well described by normal modes: the acoustic field decomposes into a finite set of modes, the -th having a depth-dependent eigenfunction , a horizontal wavenumber , a phase velocity , and a group velocity that sets the travel speed of a pulse in that mode; the modal arrival time over range is .
Solitary internal waves (solitons) are large-amplitude, nonlinear internal-wave packets, ubiquitous on continental shelves, that vertically displace the thermocline by several meters as they travel at speeds of order 1 m/s. Since the 1990s they have been known to perturb sound propagation strongly: Zhou, Zhang, and Rogers (1991) reported resonant scattering by solitons causing more than 20 dB of extra attenuation in the Yellow Sea; Traykovski (1996) established the equivalence of modal and ray treatments of internal-wave travel-time perturbations; and in the SWARM'95 experiment (Shallow-Water Acoustics in a Random Medium, New Jersey shelf, 1995; Apel et al., 1997) Headrick et al. (2000) modeled mode arrivals and their fluctuation statistics from airgun transmissions.
Ocean acoustic tomography infers the ocean's sound-speed (temperature) structure, or source parameters, from measured acoustic travel times. When modal arrival times are the observable, internal-wave (IW) induced timing fluctuations are both an error source and a potential probe of the IW field; either way one must know which modes, at which frequencies, have trustworthy timing.
Li, Zhang, Badiey, and Song (2012; journal version with Nan, 2013) gave this question a physically transparent answer in a two-layer idealization of the stratification (sound speed above the thermocline and below, with ). Defining the thermocline critical angle and each mode's equivalent grazing angle by with , their criterion states: a mode with (where is the critical angle of the seabed) has its energy distributed through the entire water column, including the thermocline, and its arrival time fluctuates strongly as a soliton displaces the thermocline — equivalently, modes with a larger fraction of their energy inside the thermocline are more sensitive; a mode with propagates mainly below the thermocline and keeps a stable arrival time. Because , and hence , depends on frequency, the same mode number can be sensitive at one frequency and insensitive at another — in the SWARM'95 environment, mode 1 at 50 Hz is sensitive while mode 1 at 100 Hz is not. The criterion tells a tomography system designer which transmitted frequencies and source depths excite modes whose timing is, or is not, perturbed by IWs.
The criterion's experimental basis, however, is narrow. Using SWARM'95 data — an airgun source at 30 m depth fired every 60 s for about 82 min at 15.0 km range from a 16-element vertical line array, with four strong solitons recorded by a moored thermistor chain (a string of temperature sensors) during the analysis window — the authors could extract and compare with model predictions only modes 1 and 2 at 50 Hz. The model predicted that mode 7 at 350 Hz fluctuates by up to about 100 ms (sometimes arriving earlier than mode 1), but the airgun spectrum was concentrated below about 200 Hz, so no experimental mode-7 (350 Hz) arrival could be obtained. The acoustic track ran nearly parallel to the soliton front (about a 2° angle), so the environment was treated as horizontally range-independent, and the measured, continuous sound-speed profiles were replaced by the two-layer step. Finally, because the airgun firing and the receiver recording were not strictly synchronized, observed arrival times had to be calibrated via
which uses the insensitivity of mode 1 at 100 Hz. What has and has not been established beyond this narrow envelope is the subject of the open problem below.
Problem Statement
Establish, quantitatively, the domain of validity of the grazing-angle (thermocline-energy) criterion for internal-wave-induced normal-mode arrival-time fluctuations, beyond the envelope in which the criterion was demonstrated. The scientific objective is to convert the criterion of Li, Zhang, Badiey, and Song — derived by theoretical analysis in a two-layer, range-independent idealization for solitary internal waves and validated against the low-frequency SWARM'95 data set — into a quantitatively bounded statement about when it correctly predicts modal timing variability and when, and why, it fails. The two components below address the sources of the criterion's limited validation. Specifically:
(1) Higher frequency and higher mode order. Does the criterion correctly predict arrival-time sensitivity for higher-order modes excited at higher source frequencies than the validated low-frequency SWARM'95 set — the regime in which the source paper's own model predicted strong fluctuations but which could not be checked experimentally because of the limited bandwidth of the airgun source?
(2) More general environments. Does the criterion remain quantitatively accurate for range-dependent tracks (an acoustic path not nearly parallel to the internal-wave front, so the horizontally invariant treatment fails), for realistic continuous sound-speed profiles in place of the two-layer step, and for non-solitary internal-wave fields such as internal tides (internal waves at tidal frequencies) and random internal-wave spectra — regimes in which mode coupling (energy transfer between modes, which invalidates the uncoupled, adiabatic picture in which each mode keeps its identity along the track) and three-dimensional propagation can compete with the two-layer picture on which the criterion rests?
An answer must delimit where the criterion holds and where it fails across these axes, using field data, calibrated simulation, or theory combined with either, in service of the criterion's claimed tomographic application to source depth location and frequency selection in shallow-water tomography.
References
- Zhenglin Li, Renhe Zhang, Mohsen Badiey, Aijun Song, 'Arrival time fluctuation of normal modes caused by solitary internal waves', AIP Conference Proceedings 1495(1), 338–344 (2012). DOI: 10.1063/1.4765927, https://doi.org/10.1063/1.4765927
- Li ZhengLin, Zhang RenHe, Badiey Mohsen, Song AiJun, Nan MingXing, 'Arrival time fluctuation of normal modes caused by solitary internal waves' (in Chinese, with English abstract), SCIENTIA SINICA Physica, Mechanica & Astronomica 43(suppl. 1), s62–s67 (2013). DOI: 10.1360/132012-808, https://doi.org/10.1360/132012-808
- Ji-xun Zhou, Xue-zhen Zhang, Peter H. Rogers, 'Resonant interaction of sound wave with internal solitons in the coastal zone', The Journal of the Acoustical Society of America 90(4), 2042–2054 (1991). DOI: 10.1121/1.401632, https://doi.org/10.1121/1.401632
- J. R. Apel, M. Badiey, C.-S. Chiu, S. Finette, R. Headrick, J. Kemp, J. F. Lynch, A. Newhall, M. H. Orr, B. H. Pasewark, D. Tielbuerger, A. Turgut, K. von der Heydt, S. Wolf, 'An overview of the 1995 SWARM shallow-water internal wave acoustic scattering experiment', IEEE Journal of Oceanic Engineering 22(3), 465–500 (1997). DOI: 10.1109/48.611138, https://doi.org/10.1109/48.611138
- Robert H. Headrick, James F. Lynch, John N. Kemp, Arthur E. Newhall, Keith von der Heydt, John Apel, Mohsen Badiey, Ching-sang Chiu, Steve Finette, Marshall Orr, Bruce Pasewark, Alton Turgot, Steve Wolf, Dirk Tielbuerger, 'Modeling mode arrivals in the 1995 SWARM experiment acoustic transmissions', The Journal of the Acoustical Society of America 107(1), 221–236 (2000). DOI: 10.1121/1.428301, https://doi.org/10.1121/1.428301
- Robert H. Headrick, James F. Lynch, John N. Kemp, Arthur E. Newhall, Keith von der Heydt, John Apel, Mohsen Badiey, Ching-sang Chiu, Steve Finette, Marshall Orr, Bruce Pasewark, Alton Turgot, Steve Wolf, Dirk Tielbuerger, 'Acoustic normal mode fluctuation statistics in the 1995 SWARM internal wave scattering experiment', The Journal of the Acoustical Society of America 107(1), 201–220 (2000). DOI: 10.1121/1.428563, https://doi.org/10.1121/1.428563
- Peter Traykovski, 'Travel-time perturbations due to internal waves: Equivalence of modal and ray solutions', The Journal of the Acoustical Society of America 99(2), 822–830 (1996). DOI: 10.1121/1.414563, https://doi.org/10.1121/1.414563
- Lin Wan, Mohsen Badiey, James F. Lynch, 'Acoustic normal mode fluctuations due to internal waves in the Shallow Water 2006 experiment', The Journal of the Acoustical Society of America 134(5, Suppl.), 4036 (2013). DOI: 10.1121/1.4830736, https://doi.org/10.1121/1.4830736
- Lin Wan, Mohsen Badiey, 'Coherence measurements of acoustic normal modes during one month of internal wave events on the New Jersey continental shelf', The Journal of the Acoustical Society of America 135(4, Suppl.), 2305 (2014). DOI: 10.1121/1.4877596, https://doi.org/10.1121/1.4877596
- Georges A. Dossot, Steven E. Crocker, James H. Miller, Gopu R. Potty, Mohsen Badiey, 'Broadband normal mode energy metrics in the presence of internal waves', The Journal of the Acoustical Society of America 134(5, Suppl.), 3990 (2013). DOI: 10.1121/1.4830546, https://doi.org/10.1121/1.4830546
- Boris Katsnelson, A. A. Lunkov, 'Fluctuations of arrival time and frequency shifts of a wideband sound signal in the presence of coastal internal Kelvin waves in shallow water', The Journal of the Acoustical Society of America 135(4, Suppl.), 2305 (2014). DOI: 10.1121/1.4877597, https://doi.org/10.1121/1.4877597
- Altan Turgut, Peter C. Mignerey, Marshall H. Orr, 'Measured three-dimensional effects of mode-1 and mode-2 nonlinear internal waves on broadband acoustic wave propagation in shallow water', The Journal of the Acoustical Society of America 134(5, Suppl.), 4036 (2013). DOI: 10.1121/1.4830740, https://doi.org/10.1121/1.4830740
- Matthew Milone, Brendan J. DeCourcy, Ying-Tsong Lin, William L. Siegmann, 'Parameter dependence of acoustic mode quantities in an idealized model for shallow-water nonlinear internal wave ducts', The Journal of the Acoustical Society of America 146(3), 1934–1945 (2019). DOI: 10.1121/1.5125261, https://doi.org/10.1121/1.5125261
- V. A. Grigor'ev, B. G. Katsnel'son, 'Sound fluctuations resulting from mode coupling in shallow-water internal waves', Acoustical Physics 60(3), 287–296 (2014). DOI: 10.1134/S106377101403004X, https://doi.org/10.1134/S106377101403004X
- Zhenglin Li, Li He, Renhe Zhang, Fenghua Li, Yanxin Yu, Peng Lin, 'Sound speed profile inversion using a horizontal line array in shallow water', Science China Physics, Mechanics & Astronomy 58(1), 1–7 (2015). DOI: 10.1007/S11433-014-5526-X, https://doi.org/10.1007/S11433-014-5526-X
- K. Qu, Fengqin Zhu, Wenhua Song, 'A novel method for internal wave monitoring based on expansion of the sound speed profile', Acta Oceanologica Sinica 38(4), 183–189 (2019). DOI: 10.1007/s13131-019-1422-6, https://doi.org/10.1007/s13131-019-1422-6
- Qianqian Li, Juan Shi, Zhenglin Li, Yu Luo, Fanlin Yang, Kai Zhang, 'Acoustic sound speed profile inversion based on orthogonal matching pursuit', Acta Oceanologica Sinica 38(11), 149–157 (2019). DOI: 10.1007/s13131-019-1505-4, https://doi.org/10.1007/s13131-019-1505-4
- Longhao Wu, Churui Song, Qiang Tu, Zhaozhi Wu, Jianghong Shi, Fei Yuan, 'Sound speed profile inversion based on distributed networked underwater sensors system and graph attention networks', The Journal of the Acoustical Society of America 157(4), 2956–2981 (2025). DOI: 10.1121/10.0036355, https://doi.org/10.1121/10.0036355
- Fei Gao, Fanghua Xu, Zhenglin Li, Jixing Qin, Qinya Zhang, 'Acoustic propagation uncertainty in internal wave environments using an ocean-acoustic joint model', Chinese Physics B 32(3), 034302 (2023). DOI: 10.1088/1674-1056/ac89dc, https://doi.org/10.1088/1674-1056/ac89dc
- Qinran Li, Chao Sun, Lei Xie, Xiaodong Huang, 'Modulation Effects of Internal-Wave Evolution on Acoustic Modal Intensity Fluctuations in a Shallow-Water Waveguide', Journal of Marine Science and Engineering 11(9), 1686 (2023). DOI: 10.3390/jmse11091686, https://doi.org/10.3390/jmse11091686
- Zhuolong Liu, Yongchui Zhang, Fei Gao, Yunxiang Zhang, Yang Wang, Mei Hong, 'Impact of Internal Solitary Wave on Acoustic Propagation Based on Coupled Normal Mode Theory', Journal of Marine Science and Engineering 13(2), 189 (2025). DOI: 10.3390/jmse13020189, https://doi.org/10.3390/jmse13020189