Seismic recordings from ocean-bottom seismometers capture more than just earthquakes 🌋 — they also include instrument vibrations ⚙️ and whale calls 🐋. But identifying these signals by eye is slow and difficult. This study uses machine learning 🤖 to automatically analyse spectrograms at the pixel level. Even with a small annotated dataset, specialised training techniques allow rare signals — like blue whale calls and ocean currents 🌊 — to be detected across large seismic arrays. The approach
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Seismic recordings from ocean-bottom seismometers capture more than just earthquakes 🌋 — they also include instrument vibrations ⚙️ and whale calls 🐋. But identifying these signals
Seismica. Seismica · Original audio. Seismic recordings from ocean-bottom seismometers capture more than just earthquakes 🌋 — they also include instrument vibrations ⚙️ and whale calls 🐋. But identifying these signals by eye is slow and difficult. This study uses machine learning 🤖 to automatically analyse spectrograms at the ...
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