Sagar — Seasonal Pollution Patterns
Month-by-month air quality patterns for Sagar across 5 years of CPCB data. Based on CPCB station data, 2016–present.
Madhya Pradesh · Live Sagar AQI →
At a glance
Based on 5 years of CPCB monitoring across 2 stations, Sagar averages AQI 83 annually, with a pronounced seasonal pattern classified as monsoon-cleansed. The worst month is November at AQI 126 (Moderate) and the cleanest is August at AQI 44 (Good) — a 82-point swing between them. Severe days (AQI > 400) make up 0% of the record while Good-or-Satisfactory days account for 69.9%.
The four seasons
Indian meteorological seasons: Winter (Dec–Feb), Summer (Mar–May), Monsoon (Jun–Sep), Post-monsoon (Oct–Nov).
Winter
AQI 105Summer
AQI 93Monsoon
AQI 53Post-monsoon
AQI 119Climograph — 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2020 | 77 | 78 | 62 | 58 | 79 | 53 | 40 | 25 | 50 | 106 | 141 | 88 | 72 |
| 2021 | 63 | 80 | 121 | 116 | 57 | 32 | 32 | 32 | 27 | 45 | 95 | 91 | 65 |
| 2022 | 58 | 86 | 91 | 95 | 102 | 93 | 54 | 56 | 55 | 70 | 107 | 108 | 85 |
| 2024 | 117 | 93 | 80 | 82 | 119 | 97 | 54 | 53 | 55 | 104 | 149 | 152 | 96 |
| Avg | 88 | 86 | 85 | 89 | 94 | 75 | 46 | 44 | 48 | 87 | 126 | 117 | — |
Winter in Sagar
Winter (Dec–Jan–Feb) in Sagar averages AQI 105 across 322 measured days — Moderate on the NAQI scale. 1.2% of those days fall in Very Poor or Severe; 62.1% are Good or Satisfactory. Year-on-year, winter worsened by 44% in the most recent comparison. Winter is the defining season for Sagar'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 101 (Moderate), versus 92 (Satisfactory) for the rest of October. 28 sampled days across the CPCB record.
Stubble-burning window (Oct 15 – Nov 15)
In-window severe-day share 0% 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 45 (Good), compared with an annual mean of 87.
Summer
Summer (Mar–Apr–May) in Sagar averages AQI 93 across 316 measured days — Satisfactory on the NAQI scale. 0.3% of those days fall in Very Poor or Severe; 65.2% are Good or Satisfactory. Year-on-year, summer worsened by 14.9% in the most recent comparison. Summer air in Sagar 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. Sagar's summer mean of 93 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 Sagar averages AQI 53 across 449 measured days — Satisfactory on the NAQI scale. 0% of those days fall in Very Poor or Severe; 93.3% are Good or Satisfactory. Year-on-year, monsoon worsened by 13.7% in the most recent comparison. The Jul 15 – Sep 15 core monsoon window averages AQI 45, a 48.3% improvement on the annual mean of 87. 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 Sagar.
Post-monsoon
Post-monsoon (Oct–Nov) in Sagar averages AQI 119 across 226 measured days — Moderate on the NAQI scale. 0.4% of those days fall in Very Poor or Severe; 41.2% are Good or Satisfactory. Year-on-year, post-monsoon worsened by 46.4% in the most recent comparison. Post-monsoon in Sagar 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 5-year CPCB record.
First year vs latest year
Annual and per-season comparison.
Across the 5-year CPCB record Sagar is worsening overall — AQI moved from 72 in 2020 to 96 in 2024, a +33.3% change. Months that worsened most: Jan (+51.9%), Feb (+19.2%), Mar (+29%), Apr (+41.4%). No month shows a material improvement of 10% or more. Because Sagar'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 5-year archive.
Month-by-month deep dive
Tap any month to expand.
Jan2020–2024Latest AQI 117+52%
Jan in Sagar averages AQI 117 (Moderate) in the most recent year, having moved from 77 in 2020. Direction: worsening (+51.9%).
Feb2020–2024Latest AQI 93+19%
Feb in Sagar averages AQI 93 (Satisfactory) in the most recent year, having moved from 78 in 2020. Direction: worsening (+19.2%).
Mar2020–2024Latest AQI 80+29%
Mar in Sagar averages AQI 80 (Satisfactory) in the most recent year, having moved from 62 in 2020. Direction: worsening (+29.0%).
Apr2020–2024Latest AQI 82+41%
Apr in Sagar averages AQI 82 (Satisfactory) in the most recent year, having moved from 58 in 2020. Direction: worsening (+41.4%).
May2020–2024Latest AQI 119+51%
May in Sagar averages AQI 119 (Moderate) in the most recent year, having moved from 79 in 2020. Direction: worsening (+50.6%).
Jun2020–2024Latest AQI 97+83%
Jun in Sagar averages AQI 97 (Satisfactory) in the most recent year, having moved from 53 in 2020. Direction: worsening (+83.0%).
Jul2020–2024Latest AQI 54+35%
Jul in Sagar averages AQI 54 (Satisfactory) in the most recent year, having moved from 40 in 2020. Direction: worsening (+35.0%).
Aug2020–2024Latest AQI 53+112%
Aug in Sagar averages AQI 53 (Satisfactory) in the most recent year, having moved from 25 in 2020. Direction: worsening (+112.0%).
Sep2020–2024Latest AQI 55+10%
Sep in Sagar averages AQI 55 (Satisfactory) in the most recent year, having moved from 50 in 2020. Direction: worsening (+10.0%).
Oct2020–2024Latest AQI 104-2%
Oct in Sagar averages AQI 104 (Moderate) in the most recent year, having moved from 106 in 2020. Direction: stable (-1.9%).
Nov2020–2024Latest AQI 149+6%
Nov in Sagar averages AQI 149 (Moderate) in the most recent year, having moved from 141 in 2020. Direction: stable (+5.7%).
Dec2020–2024Latest AQI 152+73%
Dec in Sagar averages AQI 152 (Moderate) in the most recent year, having moved from 88 in 2020. Direction: worsening (+72.7%).
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 Sagar.
Opposite seasonal profile
Cities whose seasonal signature least resembles Sagar.
What to do with this information
If you are choosing when to visit Sagar 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 Sagar 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 Sagar?
November is the most polluted month in Sagar on average, with a long-run AQI of 126 — firmly in the Moderate band. This is drawn from 2 CPCB monitoring stations across 5 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 Sagar?
August is the cleanest month of the year in Sagar, averaging AQI 44 in the Good band. The months immediately before and after also tend to sit well below the annual mean of 83, 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 Sagar's air spike in November?
Sagar 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 Sagar?
Across the CPCB record, the week around Diwali in Sagar averages AQI 101 — 1.09× the normal October baseline of AQI 92, a spike of 8 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 Sagar's air?
Yes — meaningfully. Sagar's core monsoon window (Jul 15 – Sep 15) averages AQI 45, a 48.3% improvement on the annual mean of 87. Rain removes airborne particulates by wet deposition, and the deeper monsoon boundary layer disperses what remains vertically. Across 449 measured monsoon days we see 93.3% in the Good-or-Satisfactory band.
Is Sagar's worst season getting worse or better year-on-year?
Between 2020 and 2024, Sagar's annual average AQI moved from 72 to 96 — a change of +33.3%. In the most recent year-on-year comparison, the winter season specifically worsened by 44%. The long-run direction is worsening — rapid urbanisation and emissions growth appear to be outpacing efficiency gains.
Which months are safest to visit Sagar?
August is the single best month at AQI 44. Based on the 12-month averages, the three cleanest months in Sagar are August (AQI 44), July (AQI 46), September (AQI 48). 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 Sagar's seasonal pattern compare to other Indian cities?
Sagar 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 Sagar'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 Sagar too. The peer-city panel on this page lists the closest four additional matches.