“…On decadal timescales, temperature follows a staircase-like pattern (Jones, 2012;Reid and Beaugrand, 2012;Jones et al, 2013;Belolipetsky et al, 2015), while over interdecadal timescales, it forms a complex trend (Jones and Ricketts, 2017). Step-like change has been reported for the atmosphere (Chikamoto et al, 2012;Jones, 2012;Belolipetsky, 2014;Belolipetsky et al, 2015;Bartsev et al, 2016;Bartsev et al, 2017;Saltykov et al;Varotsos et al, 2019), oceans (Beaugrand, 2004;Reid and Beaugrand, 2012;Thompson et al, 2017) and in widespread ecosystem and environmental responses coinciding with these changes (Overland et al, 2008;Conversi et al, 2010;Beaugrand et al, 2019). These changes are usually interpreted https://doi.org/10.5194/esd-2021-61 Preprint.…”