“…Briefly, statistical interpolations (Takahashi et al, 1993;Rödenbeck et al, 2014;Jones et al, 2015;Shutler et al, 2016), multiple linear regressions (Schuster et al, 2013;Iida et al, 2015;Becker et al, 2021), machine-learning-based regression methods (Landschützer et al, 2013;2014;2016;Nakaoka et al, 2013;Zeng et al, 2014;Laruelle et al, 2017;Ritter et al, 2017;Gregor et al, 2017;Chen et al, 2019;Denvil-Sommer et al, 2019), and biogeochemical-model-based approaches (Valsala and Maksyutov, 2010;Majkut et al, 2014;Verdy and Mazloff, 2017) have been common tactics, each one with its own strengths and weaknesses. Recently, ensemble averages of multiple data-or model-based approaches have become a popular option as well (Gregor et al, 2019;Lebehot et al, 2019;Fay et al, 2021).…”