Carbon dioxide (CO 2), methane (CH 4), nitrous Oxide (N 2 O), and sulfur hexafluoride (SF 6) are the major well-mixed greenhouse gases (GHGs) in the Earth's atmosphere, which have anthropogenic and/or natural sources residing on the Earth's surface. CO 2 is chemically inert in the troposphere and stratosphere. CO 2 concentration is increasing steadily in the atmosphere because emissions by anthropogenic activity (9.5 ± 0.5 PgC yr −1 during 2009-2018) far exceeds the uptakes (3.2 ± 0.6 and 2.5 ± 0.6 PgC yr −1) by the terrestrial ecosystem and ocean, respectively (Friedlingstein et al., 2019). CH 4 sources originate from both natural and anthropogenic processes (range: 538-593 Tg yr −1 during 2008-2017), and a major fraction of atmospheric CH 4 sinks (range: 474-532 Tg yr −1) occur in the troposphere by oxidation via reaction with hydroxyl (OH) radicals (Patra et al., 2011a; Saunois et al., 2020). The major N 2 O emissions come naturally from soils and oceans, as well as anthropogenically from agricultural soils (∼17 Tg-N yr −1 during 2007-2016). All loss of N 2 O occurs in the stratosphere mainly by photolysis (Thompson et al., 2019). SF 6 is emitted from anthropogenic activities that include high-voltage insulation (∼7.3 ± 0.5 Gg yr −1 during 2006-2015) and its weak loss occurs in the mesosphere by electron attachment (Kovács et al., 2017). The atmospheric concentration variability in space and time are key for estimations and validation of the emissions, loss, and transport of these long-lived species. In the lower troposphere (LS), the concentration variations are dominated by seasonality and spatial gradients in their surface fluxes and diurnal-synoptic scale transport patterns (Law et al., 2008; Patra et al., 2008). In the upper troposphere (UT), the species variability is expected to be more controlled by the large-scale atmospheric transport and chemical loss as heterogenous spatial patterns of the surface emission are relatively smoothed out. Thus, the CO 2 and CH 4