Release: Baseline vs Future LTM hazard comparison (#79 Part C)#125
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Adds the architecture's Baseline-LTM-vs-Future-LTM season-hazard comparison for the full crop-hazard set (vs the existing ensemble_periods.py, which compares climate statistics only). New optional CLI flags on ensemble_hazards: --baseline-source (era_5/agera_5/chirps+chirts), --baseline-start, --baseline-end. When given, it runs calculate_hazards for the observed baseline, collapses it to an overall LTM, and diffs it against the future ensemble overall mean across Total Precip, TAVG, Max Tmax, Min Tmin, NTx35, NTx40, NDD, NDWS, NDWL0 — reporting change, % change, and per-indicator status transitions (both sides classified with the same crop-specific logic). Surfaced as 'baseline_future_ltm_comparison' in JSON and printed as a table.
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Summary
Promotes Part C of issue #79 (#124) from
stagingtomain: Baseline-LTM vs Future-LTM crop-hazard comparison in ensemble_hazards.py (optional --baseline-source/--baseline-start/--baseline-end), reporting per-metric change/% and per-indicator status transitions. Completes issue #79 (Parts A, B, C + the value_mm crash fix).