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PāliPollution Health Impact

2,454 days of CPCB data (2017–2024), translated through WHO 2021, Berkeley Earth and EPIC AQLI methods. Based on CPCB station data, 2016–present.

2.9 cigs/day5.8 y lost0.0% AQG daysNorth zone

Rajasthan · Live Pāli AQI →

Living in Pāli is the population-level health-equivalent of smoking 2.9 cigarettes a day — roughly 1,070 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
1,070 cigs/year (Berkeley Earth)
Life-years lost per resident
5.8
AQLI coefficient (EPIC Chicago)
WHO AQG clean days
0
of 2,454 (0.0%)

Cigarettes/day by year

Annual average cigarette-equivalent.

012344.020173.620182.920192.520202.820212.720222.820233.12024

Clean-air days (NAQI ≤ 50) by year

Days when NAQI stayed in the “Good” band.

20170 of 22 days (0.0%)20183 of 339 days (0.9%)20198 of 351 days (2.3%)20208 of 359 days (2.2%)20212 of 360 days (0.6%)202215 of 352 days (4.3%)20230 of 328 days (0.0%)20249 of 343 days (2.6%)

Which WHO tier did Pāli meet?

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

  • AQG
    0 days (0.0%)
  • IT-4
    12 days (0.5%)
  • IT-3
    172 days (7.0%)
  • IT-2
    350 days (14.3%)
  • IT-1
    1,327 days (54.1%)
  • Above IT-1
    593 days (24.2%)

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 Pāli'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
May
3.4 cigs/day equivalent
Best month
Aug
2.2 cigs/day equivalent

Drill into full monthly pattern on the seasonal Pāli page →

High-risk days for vulnerable residents

Days above WHO IT-3 (37.5 µg/m³) — pregnancy & infant risk elevated
2,270 (92.5%)
Days above WHO IT-1 (75 µg/m³) — high risk for children under 5
593 (24.2%)

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 Pāli compares to nearby cities

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

What the numbers say

Overview

Living in Pāli carries a daily PM2.5 dose that Berkeley Earth compares to 2.9 cigarettes a day. Over a year, residents absorb the equivalent of 1,070 cigarettes.

The data story

Using the Air Quality Life Index coefficient from EPIC at the University of Chicago, that long-run exposure reduces average life expectancy by roughly 5.8 years per resident. Of the 2,454 days on record, only 0 (0.0%) met the WHO 24-hour guideline of 15 µg/m³, while 593 days (24.2%) were above the loosest WHO Interim Target-1 (75 µg/m³).

Why this pattern

Seasonality matters: May is Pāli's worst month (3.4 cigs/day equivalent) and August is the best (2.2 cigs/day). Per WHO's 2024 attribution, 68% of PM2.5-attributable deaths globally come from ischaemic heart disease and stroke, 14% from COPD, 14% from acute lower-respiratory infections in children under 5, and 4% from lung cancer.

What to do with this

These numbers are communication heuristics, not a clinical diagnosis — but they make the stakes legible. Low-cost actions stack: check 24-hour PM2.5 daily, wear an N95 in winter mornings, and run a HEPA purifier indoors during peak months. Pregnant residents and children under 5 are most at risk (WHO 2024) and benefit most from clean-air interventions on the 2,270 days (92.5%) when PM2.5 sits above WHO IT-3 (37.5 µg/m³).

Frequently asked questions

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