“…Vitrinite reflectance is a most commonly used indicator for the thermal maturity (Stach et al, 1982;Taylor et al, 1998;Suárez-Ruiz et al, 2012;Hackley and Cardott, 2016). However, due to the lack of vitrinite (coalified wood) in pre-Devonian rocks, the determination of thermal maturity of Lower Paleozoic graptolite-bearing rocks is always a difficult topic and a hot debate for petroleum industry (Goodarzi, 1984;Goodarzi, 1985a;Norford, 1985, 1987;Bertrand and Heroux, 1987;Bustin et al, 1989;Bertrand, 1990;Goodarzi et al, 1992a;Bertrand, 1993;Petersen et al, 2013;Luo et al, 2016;Luo et al, 2017;Luo et al, 2018). Thus, the surrogate proxies, such as the reflectance of zooclasts, vitrinite-like particles and solid bitumen, T max , and biomarkers, have been proposed to assess organic maturity in Lower Paleozoic graptolite-bearing sediments (Teichmüller, 1978;Goodarzi and Norford, 1987;Jacob, 1989;Schoenherr et al, 2007;Suárez-Ruiz et al, 2012;Schmidt et al, 2019).…”