Siwan — Seasonal Pollution Patterns
Month-by-month air quality patterns for Siwan across 4 years of CPCB data. Based on CPCB station data, 2016–present.
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At a glance
Based on 4 years of CPCB monitoring across 1 stations, Siwan averages AQI 197 annually, with a pronounced seasonal pattern classified as monsoon-cleansed. The worst month is January at AQI 289 (Poor) and the cleanest is August at AQI 88 (Satisfactory) — a 201-point swing between them. Severe days (AQI > 400) make up 5.2% of the record while Good-or-Satisfactory days account for 17.7%.
The four seasons
Indian meteorological seasons: Winter (Dec–Feb), Summer (Mar–May), Monsoon (Jun–Sep), Post-monsoon (Oct–Nov).
Winter
AQI 263Summer
AQI 184Monsoon
AQI 108Post-monsoon
AQI 215Climograph — 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021 | — | — | — | — | — | — | — | — | — | — | 390 | 312 | 332 |
| 2022 | 340 | 234 | 224 | 226 | 131 | 83 | 91 | 86 | 75 | 168 | 374 | 401 | 232 |
| 2023 | 370 | 305 | 228 | 191 | 152 | 160 | 98 | 74 | 133 | 137 | 245 | 172 | 191 |
| 2024 | 165 | 159 | 154 | 121 | 177 | 101 | 87 | 115 | 145 | 139 | 172 | 144 | 147 |
| Avg | 289 | 239 | 206 | 186 | 152 | 141 | 94 | 88 | 121 | 148 | 275 | 261 | — |
Winter in Siwan
Winter (Dec–Jan–Feb) in Siwan averages AQI 263 across 251 measured days — Poor on the NAQI scale. 44.6% of those days fall in Very Poor or Severe; 3.6% are Good or Satisfactory. Year-on-year, winter improved by 44.6% in the most recent comparison. Winter is the defining season for Siwan'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 240 (Poor), versus 138 (Moderate) for the rest of October. 19 sampled days across the CPCB record.
Stubble-burning window (Oct 15 – Nov 15)
In-window severe-day share 4.3% vs 5.3% 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 91 (Satisfactory), compared with an annual mean of 197.
Summer
Summer (Mar–Apr–May) in Siwan averages AQI 184 across 190 measured days — Moderate on the NAQI scale. 4.2% of those days fall in Very Poor or Severe; 4.7% are Good or Satisfactory. Year-on-year, summer improved by 22.5% in the most recent comparison. Summer air in Siwan 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. Siwan's summer mean of 184 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 Siwan averages AQI 108 across 193 measured days — Moderate on the NAQI scale. 1% of those days fall in Very Poor or Severe; 56.5% are Good or Satisfactory. Year-on-year, monsoon worsened by 4.7% in the most recent comparison. The Jul 15 – Sep 15 core monsoon window averages AQI 91, a 53.8% improvement on the annual mean of 197. 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, Siwan'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 Siwan averages AQI 215 across 175 measured days — Poor on the NAQI scale. 28% of those days fall in Very Poor or Severe; 9.1% are Good or Satisfactory. Year-on-year, post-monsoon improved by 19% in the most recent comparison. Diwali and the three days either side of it average AQI 240 — 1.74× the normal October baseline of AQI 138 for Siwan, a spike of 102 points. Post-monsoon in Siwan 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 4-year CPCB record.
First year vs latest year
Annual and per-season comparison.
Across the 4-year CPCB record Siwan is improving overall — AQI moved from 332 in 2021 to 148 in 2024, a -55.4% change. No month shows a material worsening of 10% or more. Months that improved most: Nov (-55.9%), Dec (-53.8%). Because Siwan's seasonal shape is monsoon-cleansed, policy action that targets the January 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 4-year archive.
Month-by-month deep dive
Tap any month to expand.
Jan2022–2024Latest AQI 165-52%
Jan in Siwan averages AQI 165 (Moderate) in the most recent year, having moved from 340 in 2022. Direction: improving (-51.5%).
Feb2022–2024Latest AQI 159-32%
Feb in Siwan averages AQI 159 (Moderate) in the most recent year, having moved from 234 in 2022. Direction: improving (-32.1%).
Mar2022–2024Latest AQI 154-31%
Mar in Siwan averages AQI 154 (Moderate) in the most recent year, having moved from 224 in 2022. Direction: improving (-31.2%).
Apr2022–2024Latest AQI 121-47%
Apr in Siwan averages AQI 121 (Moderate) in the most recent year, having moved from 226 in 2022. Direction: improving (-46.5%).
May2022–2024Latest AQI 177+35%
May in Siwan averages AQI 177 (Moderate) in the most recent year, having moved from 131 in 2022. Direction: worsening (+35.1%).
Jun2022–2024Latest AQI 101+22%
Jun in Siwan averages AQI 101 (Moderate) in the most recent year, having moved from 83 in 2022. Direction: worsening (+21.7%).
Jul2022–2024Latest AQI 87-4%
Jul in Siwan averages AQI 87 (Satisfactory) in the most recent year, having moved from 91 in 2022. Direction: stable (-4.4%).
Aug2022–2024Latest AQI 115+34%
Aug in Siwan averages AQI 115 (Moderate) in the most recent year, having moved from 86 in 2022. Direction: worsening (+33.7%).
Sep2022–2024Latest AQI 145+93%
Sep in Siwan averages AQI 145 (Moderate) in the most recent year, having moved from 75 in 2022. Direction: worsening (+93.3%).
Oct2022–2024Latest AQI 139-17%
Oct in Siwan averages AQI 139 (Moderate) in the most recent year, having moved from 168 in 2022. Direction: improving (-17.3%).
Nov2021–2024Latest AQI 172-56%
Nov in Siwan averages AQI 172 (Moderate) in the most recent year, having moved from 390 in 2021. Direction: improving (-55.9%).
Dec2021–2024Latest AQI 144-54%
Dec in Siwan averages AQI 144 (Moderate) in the most recent year, having moved from 312 in 2021. Direction: improving (-53.8%).
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 Siwan.
Opposite seasonal profile
Cities whose seasonal signature least resembles Siwan.
What to do with this information
If you are choosing when to visit Siwan 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 January in Siwan 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 Siwan?
January is the most polluted month in Siwan on average, with a long-run AQI of 289 — firmly in the Poor band. This is drawn from 1 CPCB monitoring stations across 4 years of daily readings. Through January, 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 Siwan?
August is the cleanest month of the year in Siwan, averaging AQI 88 in the Satisfactory band. The months immediately before and after also tend to sit well below the annual mean of 197, 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 Siwan's air spike in January?
Siwan 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 January spike combines pre-monsoon dust, post-rain rebounds and the arrival of cool-season trapping effects.
How bad is Diwali air quality in Siwan?
Across the CPCB record, the week around Diwali in Siwan averages AQI 240 — 1.74× the normal October baseline of AQI 138, a spike of 102 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 Siwan's air?
Yes — meaningfully. Siwan's core monsoon window (Jul 15 – Sep 15) averages AQI 91, a 53.8% improvement on the annual mean of 197. Rain removes airborne particulates by wet deposition, and the deeper monsoon boundary layer disperses what remains vertically. Across 193 measured monsoon days we see 56.5% in the Good-or-Satisfactory band.
Is Siwan's worst season getting worse or better year-on-year?
Between 2021 and 2024, Siwan's annual average AQI moved from 332 to 148 — a change of -55.4%. In the most recent year-on-year comparison, the winter season specifically improved by 44.6%. The long-run direction is improving — NCAP policy pressure, cleaner fuels and tighter vehicle standards are showing up.
Which months are safest to visit Siwan?
August is the single best month at AQI 88. Based on the 12-month averages, the three cleanest months in Siwan are August (AQI 88), July (AQI 93), September (AQI 121). 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 January, when the baseline jumps into Poor territory.
How does Siwan's seasonal pattern compare to other Indian cities?
Siwan 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 Siwan's is Varanasi (Uttar Pradesh), with its own worst month in January. 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 Siwan too. The peer-city panel on this page lists the closest four additional matches.