“…For example, long-term observation allows the estimation of land biotic and oceanic CO 2 uptake (Manning and Keeling, 2006;Tohjima et al, 2008;Ishidoya et al, 2012a, b). Various measurement techniques have been developed for this purpose, including the utilization of interferometry (Keeling et al, 1998b), mass spectrometry (Bender et al, 1994;Ishidoya et al, 2003;Ishidoya and Murayama, 2014), a paramagnetic technique (Manning et al, 1999;Aoki et al, 2018;Ishidoya et al, 2017), a vacuum-ultraviolet absorption technique (Stephens et al, 2003), gas chromatography (Tohjima, 2000), and a method utilizing fuel cells (Stephens et al, 2007;Goto et al, 2013). In all these cases, calibration using standard mixtures is required to precisely determine the relationship between the analysis output and O 2 molar fractions obtained.…”