“…The large range in the physical and mechanical properties typically observed for volcanic rocks of the same porosity is often considered to be the result of microand sample-scale heterogeneities (e.g., Heap and Violay, 2021). Numerical experiments using modelling software Fast Lagrangian Analysis of Continua (FLAC; Itasca Consulting Group Ltd) (Villeneuve et al, 2012), UDEC and 3DEC (Distinct Element Modelling; Itasca Consulting Group Ltd) (Ghazvinian et al, 2014;Stavrou et al, 2019;Xu et al, 2020), Rock Failure Process Analysis (RFPA; Mechsoft Technology) (Tang et al, 2000(Tang et al, , 2007Zhu, 2008), and Particle Flow Code (PFC; Itasca Consulting Group Ltd) (Peng et al, 2017;Liakas et al, 2017) have also demonstrated that microstructural heterogeneity leads to a reduction in rock strength. Numerical experiments have also shown that pore size and shape (Heap et al, 2014b;Griffiths et al, 2017;Heap et al, 2021c) and crystal content (Heap et al, 2016) can influence mechanical behaviour of volcanic rocks.…”