Patna — Seasonal Pollution Patterns
Month-by-month air quality patterns for Patna across 9 years of CPCB data. Based on CPCB station data, 2016–present.
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At a glance
Based on 9 years of CPCB monitoring across 6 stations, Patna averages AQI 179 annually, with a pronounced seasonal pattern classified as monsoon-cleansed. The worst month is December at AQI 304 (Very Poor) and the cleanest is August at AQI 76 (Satisfactory) — a 228-point swing between them. Severe days (AQI > 400) make up 7.5% of the record while Good-or-Satisfactory days account for 19.4%.
The four seasons
Indian meteorological seasons: Winter (Dec–Feb), Summer (Mar–May), Monsoon (Jun–Sep), Post-monsoon (Oct–Nov).
Winter
AQI 342Summer
AQI 223Monsoon
AQI 116Post-monsoon
AQI 270Climograph — monthly averages and Poor+ days
Bars show the long-run AQI average per month. The overlay line counts days in Poor, Very Poor or Severe bands.
Year × month heatmap
One cell per year-month combination.
Each cell = monthly average AQI for that year-month combination. Row averages on the right, column averages at the bottom.
| Year | Jan | Feb | Mar | Apr | May | Jun | Jul | Aug | Sep | Oct | Nov | Dec | Avg |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2016 | 404 | 300 | 211 | 151 | 143 | 113 | 79 | 78 | 84 | 254 | 365 | 384 | 212 |
| 2017 | 325 | 335 | 245 | 200 | 135 | 132 | 85 | — | 143 | 177 | 317 | 389 | 227 |
| 2018 | 345 | 299 | 250 | 197 | 185 | 147 | 91 | 101 | 124 | 234 | 353 | 392 | 223 |
| 2019 | 372 | 271 | 209 | 163 | 187 | 142 | 73 | 78 | 94 | 209 | 352 | 329 | 215 |
| 2020 | 256 | 186 | 147 | 113 | 107 | 68 | 55 | 50 | 68 | 150 | 225 | 309 | 145 |
| 2021 | 251 | 241 | 233 | 201 | 96 | 79 | 72 | 73 | 69 | 117 | 256 | 271 | 167 |
| 2022 | 260 | 225 | 238 | 239 | 144 | 133 | 92 | 84 | 81 | 146 | 285 | 369 | 193 |
| 2023 | 337 | 273 | 210 | 208 | 163 | 163 | 84 | 94 | 81 | 134 | 275 | 268 | 191 |
| 2024 | 284 | 202 | 169 | 223 | 173 | 136 | 74 | 69 | 84 | 149 | 250 | 254 | 171 |
| Avg | 289 | 234 | 203 | 199 | 143 | 121 | 76 | 76 | 79 | 147 | 268 | 304 | — |
Winter in Patna
Winter (Dec–Jan–Feb) in Patna averages AQI 342 across 724 measured days — Very Poor on the NAQI scale. 74.2% of those days fall in Very Poor or Severe; 0.3% are Good or Satisfactory. Year-on-year, winter improved by 8.4% in the most recent comparison. Winter is the defining season for Patna's air quality. Shallow temperature inversions trap local vehicle, industrial and biomass emissions near ground level, while regional transport patterns bring in dust and biomass smoke from upwind regions. Cool, stagnant mornings compound the problem; visibility falls, respiratory complaints spike, and short-term pollution peaks of AQI 400+ are routine. Sensitive groups — children, elderly, asthma and cardiac patients — should treat the full Dec–Jan–Feb window as a mandatory mask-and-purifier period.
Diwali, stubble burning and the monsoon
Three India-specific signatures that shape the seasonal curve.
Diwali week impact
The 7-day window around Diwali averages AQI 294 (Poor), versus 194 (Moderate) for the rest of October. 60 sampled days across the CPCB record.
Stubble-burning window (Oct 15 – Nov 15)
In-window severe-day share 5.4% vs 7.7% outside the window. The difference is a direct signal of upwind crop-residue transport.
Monsoon cleansing (Jul 15 – Sep 15)
Core monsoon window averages AQI 100 (Satisfactory), compared with an annual mean of 225.
Summer
Summer (Mar–Apr–May) in Patna averages AQI 223 across 726 measured days — Poor on the NAQI scale. 20.1% of those days fall in Very Poor or Severe; 6.9% are Good or Satisfactory. Year-on-year, summer improved by 10.3% in the most recent comparison. Summer air in Patna is shaped by a very different mix of forces. Rising temperatures drive deeper vertical mixing which dilutes local emissions, but pre-monsoon dust storms, wildfires and heat-accelerated ozone formation can all push AQI higher on individual days. Patna's summer mean of 223 sits in the Moderate-to-Poor range, indicating that dust and gaseous precursors dominate the seasonal profile rather than the winter particulate peak common to north Indian cities.
Monsoon
Monsoon (Jun–Jul–Aug–Sep) in Patna averages AQI 116 across 980 measured days — Moderate on the NAQI scale. 1.3% of those days fall in Very Poor or Severe; 48.1% are Good or Satisfactory. Year-on-year, monsoon improved by 24.6% in the most recent comparison. The Jul 15 – Sep 15 core monsoon window averages AQI 100, a 55.6% improvement on the annual mean of 225. Rain scrubs particulates out by wet deposition, and the deeper monsoon boundary layer disperses what remains vertically. Short-lived rebounds can happen between spells of rain, but the overall pattern is strongly favourable for outdoor activity. Even in monsoon, Patna's baseline sits in the Moderate band, pointing to persistent year-round sources that rain alone cannot rinse away.
Post-monsoon
Post-monsoon (Oct–Nov) in Patna averages AQI 270 across 496 measured days — Poor on the NAQI scale. 43.5% of those days fall in Very Poor or Severe; 8.7% are Good or Satisfactory. Year-on-year, post-monsoon improved by 3.1% in the most recent comparison. Diwali and the three days either side of it average AQI 294 — 1.52× the normal October baseline of AQI 194 for Patna, a spike of 100 points. Post-monsoon in Patna is the handoff from clean monsoon air to the winter peak, and the transition is rarely gentle.
Month-by-month trajectories
How each month has moved across the 9-year CPCB record.
First year vs latest year
Annual and per-season comparison.
Across the 9-year CPCB record Patna is improving overall — AQI moved from 212 in 2016 to 172 in 2024, a -18.9% change. Months that worsened most: Apr (+47.7%), May (+21%), Jun (+20.4%). Months that improved most: Jan (-29.7%), Feb (-32.7%), Mar (-19.9%), Aug (-11.5%). Because Patna's seasonal shape is monsoon-cleansed, policy action that targets the December peak buys disproportionate relief — most city-wide annual averages are dragged upwards by the worst two or three months.
Daily calendar heatmap
Every measured day for the last 3 years. Expand for the full 9-year archive.
Month-by-month deep dive
Tap any month to expand.
Jan2016–2024Latest AQI 284-30%
Jan in Patna averages AQI 284 (Poor) in the most recent year, having moved from 404 in 2016. Direction: improving (-29.7%).
Feb2016–2024Latest AQI 202-33%
Feb in Patna averages AQI 202 (Poor) in the most recent year, having moved from 300 in 2016. Direction: improving (-32.7%).
Mar2016–2024Latest AQI 169-20%
Mar in Patna averages AQI 169 (Moderate) in the most recent year, having moved from 211 in 2016. Direction: improving (-19.9%).
Apr2016–2024Latest AQI 223+48%
Apr in Patna averages AQI 223 (Poor) in the most recent year, having moved from 151 in 2016. Direction: worsening (+47.7%).
May2016–2024Latest AQI 173+21%
May in Patna averages AQI 173 (Moderate) in the most recent year, having moved from 143 in 2016. Direction: worsening (+21.0%).
Jun2016–2024Latest AQI 136+20%
Jun in Patna averages AQI 136 (Moderate) in the most recent year, having moved from 113 in 2016. Direction: worsening (+20.4%).
Jul2016–2024Latest AQI 74-6%
Jul in Patna averages AQI 74 (Satisfactory) in the most recent year, having moved from 79 in 2016. Direction: stable (-6.3%).
Aug2016–2024Latest AQI 69-12%
Aug in Patna averages AQI 69 (Satisfactory) in the most recent year, having moved from 78 in 2016. Direction: improving (-11.5%).
Sep2016–2024Latest AQI 84+0%
Sep in Patna averages AQI 84 (Satisfactory) in the most recent year, having moved from 84 in 2016. Direction: stable (+0.0%).
Oct2016–2024Latest AQI 149-41%
Oct in Patna averages AQI 149 (Moderate) in the most recent year, having moved from 254 in 2016. Direction: improving (-41.3%).
Nov2016–2024Latest AQI 250-32%
Nov in Patna averages AQI 250 (Poor) in the most recent year, having moved from 365 in 2016. Direction: improving (-31.5%).
Dec2016–2024Latest AQI 254-34%
Dec in Patna averages AQI 254 (Poor) in the most recent year, having moved from 384 in 2016. Direction: improving (-33.9%).
Cities with similar (and opposite) seasonal profiles
Ranked by cosine similarity of 12-month AQI signatures across monitored Indian cities.
Similar seasonal profile
Cities whose 12-month AQI signature most closely matches Patna.
Opposite seasonal profile
Cities whose seasonal signature least resembles Patna.
What to do with this information
If you are choosing when to visit Patna or plan outdoor events — marathons, weddings, school sports, outdoor festivals — the CPCB record says August and the two adjacent months are the lowest-risk window. Daily variability still matters; check the live AQI page before committing on any specific date. Sensitive groups should treat December in Patna as an indoor-air-priority month: close windows on high-AQI evenings, run a purifier with a HEPA filter rated for your room size, and reserve outdoor exercise for clear-weather mornings. On days above AQI 300, even healthy adults benefit from well-fitted N95 or KN95 masks for outdoor commutes.
Frequently asked questions
Which is the most polluted month in Patna?
December is the most polluted month in Patna on average, with a long-run AQI of 304 — firmly in the Very Poor band. This is drawn from 6 CPCB monitoring stations across 9 years of daily readings. Through December, residents should expect elevated PM2.5 and PM10, reduced visibility on cooler mornings, and strong recommendations from doctors to limit outdoor exertion, wear well-fitted N95 masks, and run indoor purifiers through evening and overnight hours when pollutant accumulation typically peaks.
What is the cleanest month to visit Patna?
August is the cleanest month of the year in Patna, averaging AQI 76 in the Satisfactory band. The months immediately before and after also tend to sit well below the annual mean of 179, so a visit window centred on August is the safest choice for outdoor sightseeing, marathons, school trips and wedding events. Mornings are usually the crispest time to head out; pollution tends to creep up slightly during the evening commute even in the cleanest months. Always cross-check the day-of live AQI before any high-exertion outdoor plan.
Why does Patna's air spike in December?
Patna shows a clear monsoon-cleansed signature — rain and deeper atmospheric mixing drop AQI to a seasonal trough, and everything else relative to that trough looks elevated. The specific December spike combines pre-monsoon dust, post-rain rebounds and the arrival of cool-season trapping effects.
How bad is Diwali air quality in Patna?
Across the CPCB record, the week around Diwali in Patna averages AQI 294 — 1.52× the normal October baseline of AQI 194, a spike of 100 AQI points. Firework particulates combine with a cooler, more stagnant late-October atmosphere to produce some of the worst air-quality days of the entire year. Sensitive groups should treat Diwali eve and the two days after as peak-alert days: stay indoors, close windows by evening, run purifiers on high, and reserve any outdoor celebrations for daytime hours when mixing is strongest.
Does the monsoon actually clean Patna's air?
Yes — meaningfully. Patna's core monsoon window (Jul 15 – Sep 15) averages AQI 100, a 55.6% improvement on the annual mean of 225. Rain removes airborne particulates by wet deposition, and the deeper monsoon boundary layer disperses what remains vertically. Across 980 measured monsoon days we see 48.1% in the Good-or-Satisfactory band.
Is Patna's worst season getting worse or better year-on-year?
Between 2016 and 2024, Patna's annual average AQI moved from 212 to 172 — a change of -18.9%. In the most recent year-on-year comparison, the winter season specifically improved by 8.4%. The long-run direction is improving — NCAP policy pressure, cleaner fuels and tighter vehicle standards are showing up.
Which months are safest to visit Patna?
August is the single best month at AQI 76. Based on the 12-month averages, the three cleanest months in Patna are August (AQI 76), July (AQI 77), September (AQI 79). These are the safest choices for outdoor itineraries, long walks, open-air concerts and day-trips. Sensitive groups can treat these months as near-normal activity windows but should still check live AQI for the specific date. Avoid planning outdoor-heavy trips in December, when the baseline jumps into Very Poor territory.
How does Patna's seasonal pattern compare to other Indian cities?
Patna is classified as monsoon-cleansed. Based on a 12-month cosine-similarity index computed across all monitored Indian cities, the city whose seasonal signature most closely resembles Patna's is Asansol (West Bengal), with its own worst month in December. Cities with similar signatures often respond to similar policy levers — if a neighbouring peer has demonstrated improvements through specific interventions (construction-dust controls, bus electrification, brick-kiln regulation), they are likely candidates for Patna too. The peer-city panel on this page lists the closest four additional matches.