“…Independent on-board observers have traditionally been used to monitor target catch (Alfaro-Cordova et al, 2017;Haigh et al, 2002;Mangel et al, 2013) and bycatch (Caretta et al, 2004;Gales et al, 1998;Rogan and Mackey, 2007) in fisheries, including some small-scale fisheries (Doherty et al, 2014;Mangel et al, 2010;Ortiz et al, 2016). However, use of on-board observers to quantify fishing activities can sometimes yield biased information, resulting from deployment effects (Benoît and Allard, 2009), observer effects (Benoît and Allard, 2009;Faunce and Barbeaux, 2011) and low fleet coverage (McCluskey and Lewison, 2008). Monitoring small-scale fisheries through observers poses a major challenge due to the large number of vessels, limited number of trained personnel, low enforcement and vigilance, and difficult working conditions, given the small size of vessels (Salas et al, 2007).…”