“…However, between-laboratory variations can limit comparisons of datasets acquired from distinct instruments or even on different days (Yellin et al, 1978 ;Popelka-Filcoff et al, 2012 ;Salomon et al, 2016) Fundamental differences in experimental conditions between distinct techniques raise more difficulties (Hein et al, 2002 ;Tsolakidou et al, 2002 ;Glascock et al, 2004) . So far, this has prevented researchers to reuse and share compositional data of ferruginous colouring matter acquired with different techniques or at distinct laboratories thus restricting studies to answer punctual questions (Salomon et al, 2016 ;Chanteraud et al, 2021). Previous works attempted to compare data acquired on ferruginous colouring matter samples with different techniques (SEM-EDS, PIXE, ICP-OES) (Dayet, 2012(Dayet, , 2021.…”