Palwal — Seasonal Pollution Patterns
Month-by-month air quality patterns for Palwal across 6 years of CPCB data. Based on CPCB station data, 2016–present.
Haryana · Live Palwal AQI →
At a glance
Based on 6 years of CPCB monitoring across 1 stations, Palwal averages AQI 120 annually, with a pronounced seasonal pattern classified as monsoon-cleansed. The worst month is November at AQI 177 (Moderate) and the cleanest is August at AQI 64 (Satisfactory) — a 113-point swing between them. Severe days (AQI > 400) make up 0.2% of the record while Good-or-Satisfactory days account for 47.8%.
The four seasons
Indian meteorological seasons: Winter (Dec–Feb), Summer (Mar–May), Monsoon (Jun–Sep), Post-monsoon (Oct–Nov).
Winter
AQI 137Summer
AQI 129Monsoon
AQI 82Post-monsoon
AQI 153Climograph — 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2019 | 201 | 165 | 143 | 245 | 238 | 208 | 110 | 71 | 81 | 197 | 289 | 281 | 185 |
| 2020 | 260 | 197 | 112 | 113 | 114 | 91 | 62 | 47 | 86 | 185 | 179 | 149 | 132 |
| 2021 | 123 | 123 | 94 | 139 | 111 | 107 | 84 | 88 | 65 | 110 | 205 | 156 | 118 |
| 2022 | 97 | 115 | 123 | 168 | 153 | 136 | 74 | 70 | 85 | 121 | 87 | 76 | 108 |
| 2023 | 86 | 77 | 67 | 87 | 76 | 77 | 61 | 45 | 44 | 70 | 172 | 109 | 81 |
| 2024 | 113 | 120 | 102 | 111 | 116 | 98 | 62 | 55 | 54 | 90 | 134 | 69 | 95 |
| Avg | 133 | 133 | 108 | 144 | 135 | 122 | 76 | 64 | 69 | 128 | 177 | 146 | — |
Winter in Palwal
Winter (Dec–Jan–Feb) in Palwal averages AQI 137 across 461 measured days — Moderate on the NAQI scale. 4.8% of those days fall in Very Poor or Severe; 33.4% are Good or Satisfactory. Year-on-year, winter worsened by 15.7% in the most recent comparison. Winter is the defining season for Palwal's air quality. Shallow temperature inversions trap local vehicle, industrial and biomass emissions near ground level, while regional transport brings in additional smoke from post-monsoon biomass burning across Punjab and Haryana and dust from drier 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 197 (Moderate), versus 120 (Moderate) for the rest of October. 38 sampled days across the CPCB record.
Stubble-burning window (Oct 15 – Nov 15)
In-window severe-day share 2.2% vs 0% 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 65 (Satisfactory), compared with an annual mean of 120.
Summer
Summer (Mar–Apr–May) in Palwal averages AQI 129 across 508 measured days — Moderate on the NAQI scale. 3.3% of those days fall in Very Poor or Severe; 35.2% are Good or Satisfactory. Year-on-year, summer worsened by 43.7% in the most recent comparison. Summer air in Palwal 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. Palwal's summer mean of 129 is the lighter side of the year for outdoor activity, though hot afternoons can still irritate sensitive airways.
Monsoon
Monsoon (Jun–Jul–Aug–Sep) in Palwal averages AQI 82 across 641 measured days — Satisfactory on the NAQI scale. 0.8% of those days fall in Very Poor or Severe; 76.8% are Good or Satisfactory. Year-on-year, monsoon worsened by 19.6% in the most recent comparison. The Jul 15 – Sep 15 core monsoon window averages AQI 65, a 45.8% improvement on the annual mean of 120. 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. For anyone with asthma or heart conditions, monsoon is the easy-breathing stretch of the year in Palwal.
Post-monsoon
Post-monsoon (Oct–Nov) in Palwal averages AQI 153 across 337 measured days — Moderate on the NAQI scale. 6.8% of those days fall in Very Poor or Severe; 31.2% are Good or Satisfactory. Year-on-year, post-monsoon improved by 6.9% in the most recent comparison. Diwali and the three days either side of it average AQI 197 — 1.64× the normal October baseline of AQI 120 for Palwal, a spike of 77 points. The Oct 15 – Nov 15 stubble-burning window averages AQI 180, with 2.2% of days landing in the Severe band versus only 0% outside that window. Post-monsoon in Palwal 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 6-year CPCB record.
First year vs latest year
Annual and per-season comparison.
Across the 6-year CPCB record Palwal is improving overall — AQI moved from 186 in 2019 to 95 in 2024, a -48.9% change. No month shows a material worsening of 10% or more. Months that improved most: Jan (-43.8%), Feb (-27.3%), Mar (-28.7%), Apr (-54.7%). Because Palwal's seasonal shape is monsoon-cleansed, policy action that targets the November 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 6-year archive.
Month-by-month deep dive
Tap any month to expand.
Jan2019–2024Latest AQI 113-44%
Jan in Palwal averages AQI 113 (Moderate) in the most recent year, having moved from 201 in 2019. Direction: improving (-43.8%).
Feb2019–2024Latest AQI 120-27%
Feb in Palwal averages AQI 120 (Moderate) in the most recent year, having moved from 165 in 2019. Direction: improving (-27.3%).
Mar2019–2024Latest AQI 102-29%
Mar in Palwal averages AQI 102 (Moderate) in the most recent year, having moved from 143 in 2019. Direction: improving (-28.7%).
Apr2019–2024Latest AQI 111-55%
Apr in Palwal averages AQI 111 (Moderate) in the most recent year, having moved from 245 in 2019. Direction: improving (-54.7%).
May2019–2024Latest AQI 116-51%
May in Palwal averages AQI 116 (Moderate) in the most recent year, having moved from 238 in 2019. Direction: improving (-51.3%).
Jun2019–2024Latest AQI 98-53%
Jun in Palwal averages AQI 98 (Satisfactory) in the most recent year, having moved from 208 in 2019. Direction: improving (-52.9%).
Jul2019–2024Latest AQI 62-44%
Jul in Palwal averages AQI 62 (Satisfactory) in the most recent year, having moved from 110 in 2019. Direction: improving (-43.6%).
Aug2019–2024Latest AQI 55-23%
Aug in Palwal averages AQI 55 (Satisfactory) in the most recent year, having moved from 71 in 2019. Direction: improving (-22.5%).
Sep2019–2024Latest AQI 54-33%
Sep in Palwal averages AQI 54 (Satisfactory) in the most recent year, having moved from 81 in 2019. Direction: improving (-33.3%).
Oct2019–2024Latest AQI 90-54%
Oct in Palwal averages AQI 90 (Satisfactory) in the most recent year, having moved from 197 in 2019. Direction: improving (-54.3%).
Nov2019–2024Latest AQI 134-54%
Nov in Palwal averages AQI 134 (Moderate) in the most recent year, having moved from 289 in 2019. Direction: improving (-53.6%).
Dec2019–2024Latest AQI 69-75%
Dec in Palwal averages AQI 69 (Satisfactory) in the most recent year, having moved from 281 in 2019. Direction: improving (-75.4%).
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 Palwal.
Opposite seasonal profile
Cities whose seasonal signature least resembles Palwal.
What to do with this information
If you are choosing when to visit Palwal 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 November in Palwal 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 Palwal?
November is the most polluted month in Palwal on average, with a long-run AQI of 177 — firmly in the Moderate band. This is drawn from 1 CPCB monitoring stations across 6 years of daily readings. Through November, 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 Palwal?
August is the cleanest month of the year in Palwal, averaging AQI 64 in the Satisfactory band. The months immediately before and after also tend to sit well below the annual mean of 120, 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 Palwal's air spike in November?
Palwal 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 November spike combines pre-monsoon dust, post-rain rebounds and the arrival of cool-season trapping effects.
How bad is Diwali air quality in Palwal?
Across the CPCB record, the week around Diwali in Palwal averages AQI 197 — 1.64× the normal October baseline of AQI 120, a spike of 77 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 Palwal's air?
Yes — meaningfully. Palwal's core monsoon window (Jul 15 – Sep 15) averages AQI 65, a 45.8% improvement on the annual mean of 120. Rain removes airborne particulates by wet deposition, and the deeper monsoon boundary layer disperses what remains vertically. Across 641 measured monsoon days we see 76.8% in the Good-or-Satisfactory band.
Is Palwal's worst season getting worse or better year-on-year?
Between 2019 and 2024, Palwal's annual average AQI moved from 186 to 95 — a change of -48.9%. In the most recent year-on-year comparison, the winter season specifically worsened by 15.7%. The long-run direction is improving — NCAP policy pressure, cleaner fuels and tighter vehicle standards are showing up.
Which months are safest to visit Palwal?
August is the single best month at AQI 64. Based on the 12-month averages, the three cleanest months in Palwal are August (AQI 64), September (AQI 69), July (AQI 76). 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 November, when the baseline jumps into Moderate territory.
How does Palwal's seasonal pattern compare to other Indian cities?
Palwal 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 Palwal's is Charkhi Dādri (Haryana), with its own worst month in November. 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 Palwal too. The peer-city panel on this page lists the closest four additional matches.