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BāgalkotPollution Health Impact

1,643 days of CPCB data (2020–2024), translated through WHO 2021, Berkeley Earth and EPIC AQLI methods. Based on CPCB station data, 2016–present.

1.4 cigs/day2.4 y lost3.2% AQG daysSouth zone

Karnataka · Live Bāgalkot AQI →

Living in Bāgalkot is the population-level health-equivalent of smoking 1.4 cigarettes a day — roughly 494 cigarettes a year. On average, that chronic exposure shortens life expectancy by about 2.4 years per resident.

Cigarette-equivalence (Berkeley Earth 2015) and life-years lost (EPIC AQLI) are peer-reviewed communication heuristics, not clinical diagnoses. Full sources linked on the methodology page.

Headline impact numbers

Cigarettes / day equivalent
1.4
494 cigs/year (Berkeley Earth)
Life-years lost per resident
2.4
AQLI coefficient (EPIC Chicago)
WHO AQG clean days
53
of 1,643 (3.2%)

Cigarettes/day by year

Annual average cigarette-equivalent.

0121.920201.120211.320221.320231.32024

Clean-air days (NAQI ≤ 50) by year

Days when NAQI stayed in the “Good” band.

202076 of 275 days (27.6%)2021240 of 317 days (75.7%)2022301 of 350 days (86.0%)2023300 of 348 days (86.2%)2024271 of 353 days (76.8%)

Which WHO tier did Bāgalkot meet?

24-hour PM2.5 compliance vs WHO 2021 targets.

  • AQG
    53 days (3.2%)
  • IT-4
    250 days (15.2%)
  • IT-3
    1,162 days (70.7%)
  • IT-2
    89 days (5.4%)
  • IT-1
    81 days (4.9%)
  • Above IT-1
    8 days (0.5%)

WHO AQG (15) · IT-4 (25) · IT-3 (37.5) · IT-2 (50) · IT-1 (75) µg/m³ (24-hour PM2.5).

Life-years lost, by disease

Applying WHO's global attribution (68/14/14/4) to Bāgalkot's 2.4 year estimate.

2.4ylost / person
  • Heart + stroke: 1.6y
  • COPD: 0.3y
  • Child ALRI: 0.3y
  • Lung cancer: 0.1y

Worst and best months

Worst month
Jan
1.6 cigs/day equivalent
Best month
Sep
1.1 cigs/day equivalent

Drill into full monthly pattern on the seasonal Bāgalkot page →

High-risk days for vulnerable residents

Days above WHO IT-3 (37.5 µg/m³) — pregnancy & infant risk elevated
178 (10.8%)
Days above WHO IT-1 (75 µg/m³) — high risk for children under 5
8 (0.5%)

Source: WHO 2021 AQG interim-target risk framework; WHO 2024 ambient-air fact sheet identifies children under 5 and pregnant residents as the most vulnerable groups.

How Bāgalkot compares to nearby cities

  • Similar exposure
    Gadag
    1.5 cigs/day · 2.7 y lost · +0.1 vs Bāgalkot
  • Similar exposure
    Tiruchirappalli
    1.4 cigs/day · 2.5 y lost · +0.1 vs Bāgalkot
  • Cleaner peer
    Ariyalur
    1.3 cigs/day · 2.4 y lost · -0.0 vs Bāgalkot
  • Dirtier peer
    Mysuru
    1.4 cigs/day · 2.5 y lost · +0.0 vs Bāgalkot

What the numbers say

Overview

Bāgalkot's air pollution translates to about 1.4 passive cigarettes per resident per day. That's 494 cigarette-equivalents annually, inhaled without choice.

The data story

EPIC's AQLI research attributes about 2.4 life-years lost per person from this chronic exposure. The WHO Air Quality Guideline was met on just 53 of 1,643 days (3.2%); 8 days (0.5%) exceeded even the 75 µg/m³ Interim Target-1 threshold.

Why this pattern

The burden concentrates in January — when the average cigarette-equivalent climbs to 1.6/day — and eases in September (1.1/day). Globally, WHO attributes 68% of PM2.5 deaths to heart disease and stroke, with the remainder split across COPD, childhood ALRI, and lung cancer.

What to do with this

Cigarette-equivalence is a communication tool, not a medical verdict. Still, the direction is clear: time indoors with a HEPA unit and a good-fit mask outdoors during the 178 days (10.8%) above WHO IT-3 meaningfully lowers exposure — especially for pregnant residents and children under 5.

Frequently asked questions

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