Machine learning technique using the signature method for automated quality control of the Argo profiles

Nozomi Sugiura, Shigeki Hosoda

A profile from the Argo ocean observation array is a sequence of three-dimensional vectors composed of pressure, salinity, and temperature, appearing as a continuous curve in three…