Beyond the Silicate Matrix: SQUID Magnetometry and Raman Spectroscopy Reveal Hidden Hausmannite in Sintered Manganese Ores

This repository contains the complete supplementary dataset for the study of manganese ores from the Bogach and Zhaksy deposits. It includes high-resolution EDS maps, raw Raman and magnetic (SQUID) datasets, and the custom Python analytical suite (Software S1–S5) used for image extraction, pixel-to-concentration quantization, and magnetic modeling. These materials ensure the full reproducibility of the phase evolution analysis and microstructural characterization described in the associated manuscript.