In addition to this, fairly negative correlation was observed between SiO2 and Al2O3 (Fig. 11) for the studied shale samples which might be attributed to the primary hosting of Si in quartz (Uffmann et al., 2012; Zhou et al., 2015). Moreover, the results from XRD and FTIR also indicate presence of quartz in addition to the clay minerals.