Dataset used for CANYON-MED training and validation

Dataset used for training and validating the CANYON-MED neural networks. One dataset per trained parameter.<br>Csv files of the bottle data used for training and validation of the CANYON-MED neural networks.<br><br>List of acronyms:<br>cruise_name: name of the cruise <br>pres: pressure (dbar)<br>temp: temperature (°C)<br>psal: salnity<br>psal_q: salinity flag<br>doxy: dissolved O2 (µmol/kg)<br>doxy_q: dissolved O2 flag<br><br>alkali: total alkalinity (µmol/kg)<br>alkali_q: total alkalinity flag <br>tcarbn: total carbon (Dissolved Inorganic Carbon) (µmol/kg)<br>tcarbn_q: total carbon flag<br>phts_insi: pH on the total scale at in situ pressure and temperature<br>phts_ini_q: pH on the total scale at in situ pressure and temperature flag<br>nitrat: nitrates (NO3-) (µmol/kg)<br>nitrat_q: nitrates flag<br>phosphat: phosphates (PO43-) (µmol/kg)<br>phosphat_q: phosphates flag<br>silcat: silicates (Si(OH)4) (µmol/kg)<br>silcat_q: silicates flag<br><br>categ: traning/validation, use of the data in the neural network development<br><br>flag correspondance:<br>0: no flag<br>1: good data<br>2: probably good data<br>4: bad data<br>9: missing data<br>