“…Currently, UTLS H 2 O is monitored by a large variety of techniques including remote-sensing instruments on satellites (e.g., Randel et al, 2001;Rosenlof et al, 2001) and on ground (e.g., Vérèmes et al, 2016), as well as in situ instruments on balloons (e.g., Dirksen et al, 2014;Hurst et al, 2011;Vömel et al, 2002), research aircraft (e.g. von Hobe et al, 2013;Vaughan et al, 2008), and passenger aircraft (e.g., Petzold et al, 2017). Space-borne measurements provide global coverage and multiannual data sets; however, they are limited by low vertical resolution (typically 1-4 km) in the UTLS (e.g., Hegglin et al, 2013).…”