“…Materials deposited from these large machines result in random, heterogeneous waste rock placement, though on a larger-scale, materials may be strategically mixed or confined to prescribed zones to meet closure plan strategies (e.g., MEND, 1998;Miller et al, 2006). Construction methods and type of material thus create significant variations in the distribution of grain size and mineralogy (with implications for sulfide content, metal concentrations, and pHbuffering capacity), which affects drainage quality (Smith et al, 1995;Munroe et al, 1999;Fala et al, 2003;Tran et al, 2003;Herasymuik et al, 2006;Stockwell et al, 2006;Lahmira et al, 2017). While the relationships between these characteristics in a pile and the potential to generate acid rock drainage (ARD), as well as related metal release and attenuation have been studied extensively (e.g., Sherlock et al, 1995;Stumm and Morgan, 1996;Nordstrom and Alpers, 1999;Akcil and Koldas, 2006;Amos et al, 2015;Dold, 2017), the influence of heterogeneity and spatial distribution of these characteristics on ARD has received less attention to date.…”