From each subsample, three replicate measurements were analysed by each analytic
method/device. Subsample bottles were inverted five times before withdrawing each replicate
to ensure subsamples were well mixed, and all steps of each analysis were performed
independently on each replicate. Due to time constraints and operational considerations (e.g.
limited materials), some analytic methods could not be conducted for all trials and in some
cases, the number of replicates was also limited (e.g. flow cytometry). The total number of
replicates analyzed for a given comparison is shown in the text above each plot.
Note that flow cytometric analysis was performed on subsamples preserved with
formaldehyde (final concentration 2.3 %) and stored at -20°C until analysis; therefore the
analysis of phytoplankton did not discriminate between viable and non-viable cells but reflects
the total number of phytoplankton present.
2.4 Statistical Analysis
All analyses were performed in the R statistical programming environment (R Core Team
2015). Since there could be variability between samples collected at the same time using
different sample collection devices in the ship's engine room, analytic results are only
compared amongst measurements within the same sample (i.e. collected using the same
sample collection device from the same sampling point in the same trial). The use of multiple
sample collection devices is a potential advantage of our experimental design, since it reduces
any bias that might be introduced by the choice of sample collection device (i.e. potential that
health and/or diversity of sample may differ between collection methods, which may affect
performance of analytic methods).