South Atlantic Ocean profile dataset: identification of near-Antarctic profiles using unsupervised classification

This dataset consists of temperature and salinity profiles taken by Argo floats ( http://argo.ucsd.edu ) and ship-based CTDs as recorded in the World Ocean Database ( https://www.ncei.noaa.gov/products/world-ocean-database ). It covers 65°W to 80°E in longitude, 85°S to 30°S in latitude (roughly the...

Full description

Bibliographic Details
Main Authors: Jones, Dani, Zhou, Shenjie
Format: Other/Unknown Material
Language:unknown
Published: Zenodo 2022
Subjects:
Online Access:https://doi.org/10.5281/zenodo.7465133
Description
Summary:This dataset consists of temperature and salinity profiles taken by Argo floats ( http://argo.ucsd.edu ) and ship-based CTDs as recorded in the World Ocean Database ( https://www.ncei.noaa.gov/products/world-ocean-database ). It covers 65°W to 80°E in longitude, 85°S to 30°S in latitude (roughly the South Atlantic Ocean and a part of the Indian Ocean). In the vertical, it covers the top 1000m of the ocean. It was prepared using MITprof, which is a toolbox for Matlab: Gael Forget. (2017). gaelforget/MITprof: various updates and minor improvements (v1.0.1). Zenodo. https://doi.org/10.5281/zenodo.834078 This dataset should be considered the "initial" dataset that has been classified into five sub-groups using a profile classification model (PCM) built on Gaussian mixture modelling.The five-component PCMconsists of these profile types: (1) subtropical Atlantic, (2) subtropical Indian, (3) circumpolar (more northern), (4) circumpolar (more southern), and (5) near-Antarctic.