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After the discovery of Font-de-Gaume's prehistoric rock art in 1902, first non-invasive in situ X-ray fluorescence analyses reveal the complex chemistry of atleast three types of black manganese oxide-based colouring matter.
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Trosseau et al. (2021) studied this question.
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