... The simultaneous study of multiple deltas relies on global methods using change detection from orbital platforms (Syvitski and Saito, 2007;Syvitski et al., 2012;Brakenridge et al., 2013aBrakenridge et al., , 2013bHiggins et al., 2013Higgins et al., , 2014Kuenzer et al., 2019), or human-landscape interaction modelling (Syvitski et al., 2005a(Syvitski et al., , 2005bBrakenridge et al., 2013aBrakenridge et al., , 2013bTessler et al., 2015Tessler et al., , 2018Cohen et al., 2022), or the application of findings from global database studies (Syvitski and Milliman, 2007;Syvitski and Saito, 2007;Syvitski, 2008;Syvitski et al., 2009;Besset et al., 2019;Wu et al., 2020aWu et al., , 2020bAnthony et al., 2021). Yet these advances rely on field observations as the gold standard required for critical and often costly environmental decisions (Asselman and Middelkoop, 1998;Correggiari et al., 2005;Blum and Roberts, 2012;Rogers et al., 2013;Brown and Nicholls, 2015;Wang et al., 2017;Minderhoud et al., 2018;Day et al., 2011Day et al., , 2019. We offer a simplifying framework able to incorporate deltaic environmental complexity. ...