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Mortality risk map — where is risk highest?

PROTOTYPE
Click any cell
Deaths per 100k people/yr
0
Six color bands, unevenly spaced — finer at the low end.
no data / ~0 (near-zero population)

Honesty ledger — assumptions & limits

Illustrative counterfactual estimate: if all modeled Bay-industry PM2.5 (non-hub sectors) were removed and the reduction sustained, we estimate ~ fewer steady-state annual deaths.
y0 = 0.00975/person/yr — IHME GBD 2023, California NCD+LRI, ages 25+, crude rate — applied uniformly to all Bay cells (state-level, the finest GBD resolution available; no US county rates).
• CRF: — the GEMM upper-bound sensitivity; the recommended MR-BRT function runs 30–70% lower.
Hub sectors (ports & airports — ) pin mobile/diffuse emissions to one cell, a spurious single-cell hotspot artefact (71% of the Bay signal) — excluded from the default (PHYSICAL) view.
VSL is illustrative: The Bay-wide total priced this way is in illustrative annual damages. Prefer a range (~$7M–$13M) around the central value. It prices small reductions in mortality risk spread across a large population.
• 2005 annual-average meteorology; steady-state annual, not an episodic/wildfire model. The Bay is covered by model cells.
• Fractional cell deaths (e.g. "~0.5") are statistical expectations, not literal people — most cells contribute a small fraction of one modeled death per year.