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KarnalPollution Health Impact

2,024 days of CPCB data (2019–2024), translated through WHO 2021, Berkeley Earth and EPIC AQLI methods. Based on CPCB station data, 2016–present.

2.9 cigs/day5.8 y lost0.6% AQG daysNorth zone

Haryana · Live Karnal AQI →

Living in Karnal is the population-level health-equivalent of smoking 2.9 cigarettes a day — roughly 1,069 cigarettes a year. On average, that chronic exposure shortens life expectancy by about 5.8 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
2.9
1,069 cigs/year (Berkeley Earth)
Life-years lost per resident
5.8
AQLI coefficient (EPIC Chicago)
WHO AQG clean days
13
of 2,024 (0.6%)

Cigarettes/day by year

Annual average cigarette-equivalent.

012343.820192.920203.020212.820222.520232.52024

Clean-air days (NAQI ≤ 50) by year

Days when NAQI stayed in the “Good” band.

201914 of 338 days (4.1%)202041 of 326 days (12.6%)202127 of 335 days (8.1%)202255 of 340 days (16.2%)202363 of 345 days (18.3%)202458 of 340 days (17.1%)

Which WHO tier did Karnal meet?

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

  • AQG
    13 days (0.6%)
  • IT-4
    148 days (7.3%)
  • IT-3
    256 days (12.6%)
  • IT-2
    282 days (13.9%)
  • IT-1
    711 days (35.1%)
  • Above IT-1
    614 days (30.3%)

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 Karnal's 5.8 year estimate.

5.8ylost / person
  • Heart + stroke: 4.0y
  • COPD: 0.8y
  • Child ALRI: 0.8y
  • Lung cancer: 0.2y

Worst and best months

Worst month
Nov
4.7 cigs/day equivalent
Best month
Aug
1.7 cigs/day equivalent

Drill into full monthly pattern on the seasonal Karnal page →

High-risk days for vulnerable residents

Days above WHO IT-3 (37.5 µg/m³) — pregnancy & infant risk elevated
1,607 (79.4%)
Days above WHO IT-1 (75 µg/m³) — high risk for children under 5
614 (30.3%)

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 Karnal compares to nearby cities

  • Similar exposure
    Balasore
    3.2 cigs/day · 6.4 y lost · +0.3 vs Karnal
  • Similar exposure
    Bharatpur
    3.2 cigs/day · 6.4 y lost · +0.3 vs Karnal
  • Cleaner peer
    Bangalore
    2.9 cigs/day · 5.8 y lost · -0.0 vs Karnal
  • Dirtier peer
    Pāli
    2.9 cigs/day · 5.8 y lost · +0.0 vs Karnal

What the numbers say

Overview

Karnal's air pollution translates to about 2.9 passive cigarettes per resident per day. That's 1,069 cigarette-equivalents annually, inhaled without choice.

The data story

EPIC's AQLI research attributes about 5.8 life-years lost per person from this chronic exposure. The WHO Air Quality Guideline was met on just 13 of 2,024 days (0.6%); 614 days (30.3%) exceeded even the 75 µg/m³ Interim Target-1 threshold.

Why this pattern

The burden concentrates in November — when the average cigarette-equivalent climbs to 4.7/day — and eases in August (1.7/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 1,607 days (79.4%) above WHO IT-3 meaningfully lowers exposure — especially for pregnant residents and children under 5.

Frequently asked questions

More Karnal analytics