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ChandrapurPollution Health Impact

1,493 days of CPCB data (2017–2022), translated through WHO 2021, Berkeley Earth and EPIC AQLI methods. Based on CPCB station data, 2016–present.

2.4 cigs/day4.8 y lost5.3% AQG daysWest zone

Maharashtra · Live Chandrapur AQI →

Living in Chandrapur is the population-level health-equivalent of smoking 2.4 cigarettes a day — roughly 894 cigarettes a year. On average, that chronic exposure shortens life expectancy by about 4.8 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
2.4
894 cigs/year (Berkeley Earth)
Life-years lost per resident
4.8
AQLI coefficient (EPIC Chicago)
WHO AQG clean days
79
of 1,493 (5.3%)

Cigarettes/day by year

Annual average cigarette-equivalent.

012343.820172.520182.120192.020202.420212.92022

Clean-air days (NAQI ≤ 50) by year

Days when NAQI stayed in the “Good” band.

201713 of 70 days (18.6%)201852 of 285 days (18.2%)201947 of 226 days (20.8%)2020107 of 315 days (34.0%)2021102 of 336 days (30.4%)20221 of 261 days (0.4%)

Which WHO tier did Chandrapur meet?

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

  • AQG
    79 days (5.3%)
  • IT-4
    150 days (10.0%)
  • IT-3
    236 days (15.8%)
  • IT-2
    191 days (12.8%)
  • IT-1
    539 days (36.1%)
  • Above IT-1
    298 days (20.0%)

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 Chandrapur's 4.8 year estimate.

4.8ylost / person
  • Heart + stroke: 3.3y
  • COPD: 0.7y
  • Child ALRI: 0.7y
  • Lung cancer: 0.2y

Worst and best months

Worst month
Nov
3.5 cigs/day equivalent
Best month
Aug
1.2 cigs/day equivalent

Drill into full monthly pattern on the seasonal Chandrapur page →

High-risk days for vulnerable residents

Days above WHO IT-3 (37.5 µg/m³) — pregnancy & infant risk elevated
1,028 (68.9%)
Days above WHO IT-1 (75 µg/m³) — high risk for children under 5
298 (20.0%)

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 Chandrapur compares to nearby cities

  • Similar exposure
    Chennai
    2.7 cigs/day · 5.3 y lost · +0.2 vs Chandrapur
  • Similar exposure
    Visakhapatnam
    2.7 cigs/day · 5.3 y lost · +0.2 vs Chandrapur
  • Cleaner peer
    Kāshīpur
    2.4 cigs/day · 4.8 y lost · -0.0 vs Chandrapur
  • Dirtier peer
    Pratapgarh
    2.5 cigs/day · 4.8 y lost · +0.0 vs Chandrapur

What the numbers say

Overview

Chandrapur's air pollution translates to about 2.4 passive cigarettes per resident per day. That's 894 cigarette-equivalents annually, inhaled without choice.

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 4.8 years per resident. Of the 1,493 days on record, only 79 (5.3%) met the WHO 24-hour guideline of 15 µg/m³, while 298 days (20.0%) were above the loosest WHO Interim Target-1 (75 µg/m³).

Why this pattern

Seasonality matters: November is Chandrapur's worst month (3.5 cigs/day equivalent) and August is the best (1.2 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 1,028 days (68.9%) when PM2.5 sits above WHO IT-3 (37.5 µg/m³).

Frequently asked questions

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