Calibration involves establishing the relationship between indications of a measuring instrument and standard or reference quantity values, which must be applied.
If a systematic error is suspected, the data collection should be repeated using a different technique or a different set of equipment, and the results compared.
Zero error is any indication that a measuring system gives a false reading when the true value of a measured quantity is zero, eg the needle on an ammeter failing to return to zero when no current flows.
Precision in measurements is the extent to which results are consistent, and depends only on the extent of random errors – it gives no indication of how close results are to the true value.
Reproducible measurement is one where the investigation is repeated by another person, or by using different equipment or techniques, and the same results are obtained.
Continuous variables can have values (called a quantity) that can be given a magnitude either by counting (as in the case of the number of shrimp) or by measurement (eg light intensity, flow rate etc)
Control variable is one which may, in addition to the independent variable, affect the outcome of the investigation and therefore has to be kept constant or at least monitored.