Gadag — Seasonal Pollution Patterns
Month-by-month air quality patterns for Gadag across 4 years of CPCB data. Based on CPCB station data, 2016–present.
Karnataka · Live Gadag AQI →
At a glance
Based on 4 years of CPCB monitoring across 1 stations, Gadag averages AQI 54 annually, with a pronounced seasonal pattern classified as bimodal (two peaks). The worst month is March at AQI 71 (Satisfactory) and the cleanest is September at AQI 34 (Good) — a 37-point swing between them. Severe days (AQI > 400) make up 0.3% of the record while Good-or-Satisfactory days account for 96.1%.
The four seasons
Indian meteorological seasons: Winter (Dec–Feb), Summer (Mar–May), Monsoon (Jun–Sep), Post-monsoon (Oct–Nov).
Winter
AQI 67Summer
AQI 63Monsoon
AQI 39Post-monsoon
AQI 54Climograph — 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 | 52 | 63 | 86 | 83 | 24 | 28 | 37 | 20 | 22 | — | 30 | 65 | 43 |
| 2022 | 74 | 63 | 86 | 61 | 46 | 73 | 31 | 36 | 40 | 43 | 75 | 92 | 60 |
| 2023 | 75 | 81 | 64 | 41 | 73 | 56 | 52 | 46 | 43 | 49 | 57 | 61 | 59 |
| 2024 | 59 | 55 | 64 | 64 | 63 | 47 | 48 | 44 | 31 | 43 | 62 | 55 | 53 |
| Avg | 66 | 66 | 71 | 64 | 55 | 47 | 42 | 35 | 34 | 45 | 61 | 68 | — |
Winter in Gadag
Winter (Dec–Jan–Feb) in Gadag averages AQI 67 across 288 measured days — Satisfactory on the NAQI scale. 1.7% of those days fall in Very Poor or Severe; 93.4% are Good or Satisfactory. Year-on-year, winter improved by 21.2% in the most recent comparison. Winter in Gadag is not the headline season, but shallow morning inversions can still produce short spikes. Gadag's cleanest months lie elsewhere in the calendar, so the winter response is less about evacuation than about protecting sensitive groups on the worst individual days.
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 57 (Satisfactory), versus 43 (Good) for the rest of October. 22 sampled days across the CPCB record.
Stubble-burning window (Oct 15 – Nov 15)
In-window severe-day share 0% vs 0.3% 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 38 (Good), compared with an annual mean of 54.
Summer
Summer (Mar–Apr–May) in Gadag averages AQI 63 across 257 measured days — Satisfactory on the NAQI scale. 0.8% of those days fall in Very Poor or Severe; 93.4% are Good or Satisfactory. Year-on-year, summer worsened by 4.2% in the most recent comparison. Summer air in Gadag 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. Gadag's summer mean of 63 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 Gadag averages AQI 39 across 361 measured days — Good on the NAQI scale. 0% of those days fall in Very Poor or Severe; 99.2% are Good or Satisfactory. Year-on-year, monsoon improved by 13.4% in the most recent comparison. The Jul 15 – Sep 15 core monsoon window averages AQI 38, a 29.6% improvement on the annual mean of 54. 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 Gadag.
Post-monsoon
Post-monsoon (Oct–Nov) in Gadag averages AQI 54 across 167 measured days — Satisfactory on the NAQI scale. 0% of those days fall in Very Poor or Severe; 98.2% are Good or Satisfactory. Year-on-year, post-monsoon worsened by 0.1% in the most recent comparison. Diwali and the three days either side of it average AQI 57 — 1.31× the normal October baseline of AQI 43 for Gadag, a spike of 13 points. Post-monsoon in Gadag 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 Gadag is roughly stable overall — AQI moved from 43 in 2021 to 53 in 2024, a +23.3% change. Months that worsened most: Jan (+13.5%), May (+162.5%), Jun (+67.9%), Jul (+29.7%). Months that improved most: Feb (-12.7%), Mar (-25.6%), Apr (-22.9%), Dec (-15.4%). Because Gadag's seasonal shape is bimodal (two peaks), policy action that targets the March 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.
Jan2021–2024Latest AQI 59+14%
Jan in Gadag averages AQI 59 (Satisfactory) in the most recent year, having moved from 52 in 2021. Direction: worsening (+13.5%).
Feb2021–2024Latest AQI 55-13%
Feb in Gadag averages AQI 55 (Satisfactory) in the most recent year, having moved from 63 in 2021. Direction: improving (-12.7%).
Mar2021–2024Latest AQI 64-26%
Mar in Gadag averages AQI 64 (Satisfactory) in the most recent year, having moved from 86 in 2021. Direction: improving (-25.6%).
Apr2021–2024Latest AQI 64-23%
Apr in Gadag averages AQI 64 (Satisfactory) in the most recent year, having moved from 83 in 2021. Direction: improving (-22.9%).
May2021–2024Latest AQI 63+163%
May in Gadag averages AQI 63 (Satisfactory) in the most recent year, having moved from 24 in 2021. Direction: worsening (+162.5%).
Jun2021–2024Latest AQI 47+68%
Jun in Gadag averages AQI 47 (Good) in the most recent year, having moved from 28 in 2021. Direction: worsening (+67.9%).
Jul2021–2024Latest AQI 48+30%
Jul in Gadag averages AQI 48 (Good) in the most recent year, having moved from 37 in 2021. Direction: worsening (+29.7%).
Aug2021–2024Latest AQI 44+120%
Aug in Gadag averages AQI 44 (Good) in the most recent year, having moved from 20 in 2021. Direction: worsening (+120.0%).
Sep2021–2024Latest AQI 31+41%
Sep in Gadag averages AQI 31 (Good) in the most recent year, having moved from 22 in 2021. Direction: worsening (+40.9%).
Oct2022–2024Latest AQI 43+0%
Oct in Gadag averages AQI 43 (Good) in the most recent year, having moved from 43 in 2022. Direction: stable (+0.0%).
Nov2021–2024Latest AQI 62+107%
Nov in Gadag averages AQI 62 (Satisfactory) in the most recent year, having moved from 30 in 2021. Direction: worsening (+106.7%).
Dec2021–2024Latest AQI 55-15%
Dec in Gadag averages AQI 55 (Satisfactory) in the most recent year, having moved from 65 in 2021. Direction: improving (-15.4%).
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 Gadag.
Opposite seasonal profile
Cities whose seasonal signature least resembles Gadag.
What to do with this information
If you are choosing when to visit Gadag or plan outdoor events — marathons, weddings, school sports, outdoor festivals — the CPCB record says September 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 March in Gadag 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 Gadag?
March is the most polluted month in Gadag on average, with a long-run AQI of 71 — firmly in the Satisfactory band. This is drawn from 1 CPCB monitoring stations across 4 years of daily readings. Through March, 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 Gadag?
September is the cleanest month of the year in Gadag, averaging AQI 34 in the Good band. The months immediately before and after also tend to sit well below the annual mean of 54, so a visit window centred on September 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 Gadag's air spike in March?
Gadag has a bimodal pattern — two peaks in the year separated by cleaner months. The headline March reflects a mix of seasonal dust, emissions trapping and regional transport rather than one dominant driver.
How bad is Diwali air quality in Gadag?
Across the CPCB record, the week around Diwali in Gadag averages AQI 57 — 1.31× the normal October baseline of AQI 43, a spike of 13 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 Gadag's air?
Yes — meaningfully. Gadag's core monsoon window (Jul 15 – Sep 15) averages AQI 38, a 29.6% improvement on the annual mean of 54. Rain removes airborne particulates by wet deposition, and the deeper monsoon boundary layer disperses what remains vertically. Across 361 measured monsoon days we see 99.2% in the Good-or-Satisfactory band.
Is Gadag's worst season getting worse or better year-on-year?
Between 2021 and 2024, Gadag's annual average AQI moved from 43 to 53 — a change of +23.3%. In the most recent year-on-year comparison, the winter season specifically improved by 21.2%. The long-run direction is roughly stable — underlying growth in emissions is being offset by cleaner technology or weather variability.
Which months are safest to visit Gadag?
September is the single best month at AQI 34. Based on the 12-month averages, the three cleanest months in Gadag are September (AQI 34), August (AQI 35), July (AQI 42). 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 March, when the baseline jumps into Satisfactory territory.
How does Gadag's seasonal pattern compare to other Indian cities?
Gadag is classified as bimodal (two peaks). Based on a 12-month cosine-similarity index computed across all monitored Indian cities, the city whose seasonal signature most closely resembles Gadag's is Hubli-Dharwad (Karnataka), with its own worst month in February. 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 Gadag too. The peer-city panel on this page lists the closest four additional matches.