Dataset used for CANYON-MED training and validation
Marine Fourrier · Figshare · 2020
Dataset used for training and validating the CANYON-MED neural networks. One dataset per trained parameter. Csv files of the bottle data used for training and validation of the CANYON-MED neural networks. List of acronyms: cruise_name: name of the cruise pres: pressure (dbar) temp: temperature (°C) psal: salnity psal_q: salinity flag doxy: dissolved O2 (µmol/kg) doxy_q: dissolved O2 flag alkali: total alkalinity (µmol/kg) alkali_q: total alkalinity flag tcarbn: total carbon (Dissolved Inorganic Carbon) (µmol/kg) tcarbn_q: total carbon flag phts_insi: pH on the total scale at in situ pressure and temperature phts_ini_q: pH on the total scale at in situ pressure and temperature flag nitrat: nitrates (NO3-) (µmol/kg) nitrat_q: nitrates flag phosphat: phosphates (PO43-) (µmol/kg) phosphat_q: phosphates flag silcat: silicates (Si(OH)4) (µmol/kg) silcat_q: silicates flag categ: traning/validation, use of the data in the neural network development flag correspondance: 0: no flag 1: good data 2: probably good data 4: bad data 9: missing data