• Mn(ref) at 482.352 nm is a stable internal normalizer for hhLIBS Mn oxides. • Mn(ref) normalization reduces variability and improves cross-sample comparison. • hhLIBS–μLIBS mapping reveals micro-scale heterogeneity and trace-metal zoning.
Soulamidis et al. (Fri,) studied this question.