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PalwalPollution Health Impact

1,947 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/day5.7 y lost0.2% AQG daysNorth zone

Haryana · Live Palwal AQI →

Living in Palwal is the population-level health-equivalent of smoking 2.9 cigarettes a day — roughly 1,042 cigarettes a year. On average, that chronic exposure shortens life expectancy by about 5.7 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
1,042 cigs/year (Berkeley Earth)
Life-years lost per resident
5.7
AQLI coefficient (EPIC Chicago)
WHO AQG clean days
3
of 1,947 (0.2%)

Cigarettes/day by year

Annual average cigarette-equivalent.

0123454.220193.020202.820212.620222.120232.42024

Clean-air days (NAQI ≤ 50) by year

Days when NAQI stayed in the “Good” band.

20196 of 329 days (1.8%)202033 of 302 days (10.9%)202119 of 317 days (6.0%)202226 of 339 days (7.7%)202391 of 338 days (26.9%)202441 of 322 days (12.7%)

Which WHO tier did Palwal meet?

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

  • AQG
    3 days (0.2%)
  • IT-4
    86 days (4.4%)
  • IT-3
    311 days (16.0%)
  • IT-2
    287 days (14.7%)
  • IT-1
    812 days (41.7%)
  • Above IT-1
    448 days (23.0%)

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 Palwal's 5.7 year estimate.

5.7ylost / person
  • Heart + stroke: 3.9y
  • COPD: 0.8y
  • Child ALRI: 0.8y
  • Lung cancer: 0.2y

Worst and best months

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

Drill into full monthly pattern on the seasonal Palwal page →

High-risk days for vulnerable residents

Days above WHO IT-3 (37.5 µg/m³) — pregnancy & infant risk elevated
1,547 (79.5%)
Days above WHO IT-1 (75 µg/m³) — high risk for children under 5
448 (23.0%)

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 Palwal compares to nearby cities

  • Similar exposure
    Sikar
    3.1 cigs/day · 6.2 y lost · +0.3 vs Palwal
  • Similar exposure
    Nalbāri
    3.1 cigs/day · 6.2 y lost · +0.2 vs Palwal
  • Cleaner peer
    Hyderabad
    2.8 cigs/day · 5.7 y lost · -0.0 vs Palwal
  • Dirtier peer
    Pune
    2.9 cigs/day · 5.7 y lost · +0.0 vs Palwal

What the numbers say

Overview

Living in Palwal carries a daily PM2.5 dose that Berkeley Earth compares to 2.9 cigarettes a day. Over a year, residents absorb the equivalent of 1,042 cigarettes.

The data story

EPIC's AQLI research attributes about 5.7 life-years lost per person from this chronic exposure. The WHO Air Quality Guideline was met on just 3 of 1,947 days (0.2%); 448 days (23.0%) 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 4.1/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 1,547 days (79.5%) above WHO IT-3 meaningfully lowers exposure — especially for pregnant residents and children under 5.

Frequently asked questions

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