“…Recently, point pattern analyses (PPAs) have gained traction in the study of intertidal and subtidal marine habitats, in tandem with advancing technologies and survey capabilities. For example, the use of image mosaicing and 3D photogrammetry [Structure from Motion (SfM)] in subtidal and intertidal waters has become more widespread, based on a range of camera platforms deployed by SCUBA diving (Burns et al, 2015), snorkelling (Leon et al, 2015;Pizarro et al, 2017), remotely operated vehicles (ROVs) (Robert et al, 2017;Price et al, 2019;Lim et al, 2020), autonomous underwater vehicles (AUVs) (Friedman et al, 2012;Ling et al, 2016), unmanned aerial vehicles (UAVs) (Casella et al, 2017;Murfitt et al, 2017), and unmanned surface vehicles (USVs) (Raber and Schill, 2019). The use of image mosaicing and SfM has improved our ability to accurately register each organism's relative position.…”