Internal Waves Service
The Internal Waves Service (IWS) is an international scientific initiative coordinated by the AIR Centre, dedicated to the systematic detection and monitoring of oceanic internal solitary waves (ISWs) at the global scale using satellite remote sensing.
The service is currently based exclusively on Sentinel-1 SAR Wave Mode imagery, which provides consistent, long-term, and near-global coverage of sea surface signatures associated with internal waves. Through automated processing workflows and expert validation, the IWS delivers a continuously growing global dataset of internal wave occurrences, enabling reproducible analyses across regions and time scales.
Scientific Scope
Internal waves are a fundamental component of ocean dynamics, playing a key role in ocean mixing, energy transfer, and large-scale circulation in a vertically stratified ocean, and thereby contributing to the regulation of oceanic heat and tracer distributions that are central to the climate system. Among these, internal solitary waves (ISWs) are particularly energetic nonlinear phenomena that propagate along the pycnocline, the sharp density interface separating water masses of different densities.
ISWs are primarily generated through the nonlinear evolution of internal tides over variable topography. Owing to their strong nonlinearity, they transport energy, mass, and momentum over long distances while inducing some of the largest vertical velocities observed in the ocean, as well as substantial vertical displacements of the water column. Through these intense dynamical processes, ISWs contribute significantly to the oceanic energy cascade and influence a wide range of oceanographic processes across coastal, shelf, and open-ocean environments. Their energetic nature also implies relevance for marine and offshore contexts, where strong currents, shear, and vertical motions may affect operational conditions. Despite this importance, the global occurrence, spatial patterns, and temporal variability of ISWs remain insufficiently documented.
The Internal Waves Service addresses this gap by providing a homogeneous, global-scale observational framework based on Sentinel-1 SAR Wave Mode imagery. At its current stage, the service operates as a prototype and focuses on robust and well-validated detection, establishing a reliable baseline to support both scientific studies and marine-related applications.
Partnerships and community
The Internal Waves Service is developed in close collaboration with an international network of research institutions and experts in physical oceanography, satellite remote sensing, and Earth observation. These partnerships ensure scientific rigor, methodological validation, and relevance across multiple oceanographic disciplines.
Internal Waves Service Workshops
Community engagement and scientific exchange are core components of the IWS.
The Internal Waves Service Workshop 2025 (IWS-W25) was held in April 2025 in Angra do Heroísmo (Azores, Portugal), bringing together international experts to present and discuss the current capabilities, limitations, and future directions of the service.
See the workshop website for more details: https://aircentre.github.io/IWS-W2025/
See also our publication: https://doi.org/10.1175/BAMS-D-25-0133.1

The Internal Waves Service Workshop 2026 (IWS-W26) is currently being organized and will take place in Lisbon, Portugal, from 14 to 16 April 2026. Building on the outcomes of the first edition, this second workshop will provide a forum to review the progress achieved so far within the Internal Waves Service, discuss lessons learned, and collectively identify priorities and next steps for its future development. The workshop aims to strengthen the IWS community, foster interdisciplinary exchange, and support the consolidation of the service as a long-term scientific reference.
Workshop website: https://aircentre.github.io/IWS-W2026/
Table 1 – Examples of 16 images containing internal waves that can be found in our dataset across different regions around the world.
References
Magalhaes, J. M., and J. C. B. da Silva, 2017: Satellite altimetry observations of large-scale internal solitary waves. IEEE Trans. Geosci. Remote Sens., 14, 534-538, https://doi.org/10.1109/LGRS.2017.2655621.
Osborne, A. R., and T. L. Burch, 1980. Internal solitons in the Andaman Sea. Science, 208, 451–460, https://doi.org/10.1126/science.208.4443.451.
Pinelo, J., A. M. Santos-Ferreira, C. Capinha, and J. C. B. da Silva, 2024: Automatic Identification of Internal Waves. Kaggle, https://kaggle.com/competitions/internal-waves.
Quaresma, L. S., J. Vitorino, A. Oliveira, and J. C. B. da Silva, 2007: Evidence of sediment resuspension by nonlinear internal waves on the western Portuguese mid-shelf. Mar. Geol., 246(2-4), 123-143, https://doi.org/10.1016/j.margeo.2007.04.019.
Santos-Ferreira, A. M., J. C. B. da Silva, and J. M. Magalhaes, 2018: SAR Mode altimetry observations of internal solitary waves in the Tropical Ocean Part 1: Case studies. Remote Sens., 10, 644, https://doi.org/10.3390/rs10040644.
Santos-Ferreira, A. M., J. C. B. da Silva, J. M. Magalhaes, and M. Srokosz, 2019: SAR mode altimetry observations of internal solitary waves in the Tropical Ocean Part 2: A method of detection. Remote Sens., 11(11), 1339, https://doi.org/10.3390/rs11111339.
Santos-Ferreira, A. M., J. C. B. da Silva, J. M. Magalhaes, S. Amraoui, T. Moreau, C. Maraldi, F. Borde, N. Picot, and F. Borde, 2022: Effects of Surface Wave Breaking Caused by Internal Solitary Waves in SAR Altimeter: Sentinel-3 Copernicus Products and Advanced New Products. Remote Sens., 14, 587, https://doi.org/10.3390/rs14030587.
Santos-Ferreira, A. M., J. C. B. Silva, B. St-Denis, D. Bourgault, and L. R. M. Maas, 2023: Internal Solitary Waves within the Cold Tongue of the Equatorial Pacific generated by buoyant gravity currents. J. Phys. Oceanogr., 53(10), 2419-2434, https://doi.org/10.1175/JPO-D-22-0165.1.


