Changes in version 0.1.0 - Initial research-software release candidate. - Bundled LIMPID-India v1.0.0 example data model. - Database structural validation and unit harmonization. - Abundance, morphology, size and polymer summaries. - Compositional closure, CLR transforms and Aitchison distance. - Lognormal and Gamma abundance modelling. - Leave-one-group-out cross-validation, defaulting to Lake_ID. - Transparent risk components without hard-coded hazard weights. - Relative hotspot classification and map visualizations. - Explicit refusal of unsupported depth-profile inference.