“…To make optimal use of data in Situation #1 (e.g., exploit the data collected with all research vessels instead of only the best-performing vessel) and Situation #2 (e.g., exploit bottom trawl and acoustic research survey data), fisheries scientists generally resort to "gear calibration" to account for differences in catchability across samples. Gear calibration can be performed via paired sampling in which samples are collected nearly simultaneously using different vessels, gears, or vessel-gear combinations to minimise spatio-temporal variations in catch rates between the vessels, gears, or vesselgear combinations (Miller 2013;Rademeyer and Butterworth 2013;Delargy et al 2022). Paired sampling allows for the calculation of fishing-power ratios (e.g., a catchability ratio between a new and old research vessel), which can be employed to calibrate the catches of the different vessels, gears, or vessel-gear combinations against one another so that they are comparable (Cadigan and Dowden 2010;Kotwicki et al 2017;Delargy et al 2022).…”