Visakhapatnam — Seasonal Pollution Patterns
Month-by-month air quality patterns for Visakhapatnam across 9 years of CPCB data. Based on CPCB station data, 2016–present.
Andhra Pradesh · Live Visakhapatnam AQI →
At a glance
Based on 9 years of CPCB monitoring across 1 stations, Visakhapatnam averages AQI 111 annually, with a pronounced seasonal pattern classified as winter-dominant. The worst month is January at AQI 174 (Moderate) and the cleanest is September at AQI 82 (Satisfactory) — a 92-point swing between them. Severe days (AQI > 400) make up 0% of the record while Good-or-Satisfactory days account for 50.1%.
The four seasons
Indian meteorological seasons: Winter (Dec–Feb), Summer (Mar–May), Monsoon (Jun–Sep), Post-monsoon (Oct–Nov).
Winter
AQI 154Summer
AQI 95Monsoon
AQI 87Post-monsoon
AQI 115Climograph — 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 | — | — | — | — | — | — | 86 | 81 | 76 | 102 | 113 | 108 | 95 |
| 2017 | 137 | 159 | 90 | 104 | 90 | 81 | 91 | — | 81 | 100 | 84 | 167 | 111 |
| 2018 | 209 | 152 | 114 | 70 | 74 | 101 | 88 | 97 | 102 | 140 | 110 | 167 | 119 |
| 2019 | 280 | 145 | 92 | 90 | 123 | 102 | 91 | 86 | 69 | 80 | 146 | 119 | 112 |
| 2020 | 120 | 96 | 72 | 54 | 63 | 77 | 74 | 69 | 67 | 115 | 124 | 204 | 95 |
| 2021 | 179 | 151 | 128 | 93 | 69 | 89 | 77 | 85 | 79 | 103 | 101 | 126 | 106 |
| 2022 | 140 | 129 | 126 | 78 | 89 | 91 | 85 | 88 | 78 | 90 | 150 | 179 | 110 |
| 2023 | 191 | 151 | 140 | 112 | 102 | 120 | 84 | 113 | 95 | 148 | 122 | 170 | 129 |
| 2024 | 194 | 112 | 102 | 105 | 89 | 99 | 89 | 86 | 90 | 97 | 142 | 125 | 110 |
| Avg | 174 | 137 | 109 | 89 | 87 | 95 | 85 | 87 | 82 | 109 | 121 | 152 | — |
Winter in Visakhapatnam
Winter (Dec–Jan–Feb) in Visakhapatnam averages AQI 154 across 673 measured days — Moderate on the NAQI scale. 1.9% of those days fall in Very Poor or Severe; 18.7% are Good or Satisfactory. Year-on-year, winter improved by 16.3% in the most recent comparison. Winter is the defining season for Visakhapatnam'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 123 (Moderate), versus 108 (Moderate) for the rest of October. 58 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 84 (Satisfactory), compared with an annual mean of 111.
Summer
Summer (Mar–Apr–May) in Visakhapatnam averages AQI 95 across 671 measured days — Satisfactory on the NAQI scale. 0% of those days fall in Very Poor or Severe; 59.5% are Good or Satisfactory. Year-on-year, summer improved by 16.5% in the most recent comparison. Summer air in Visakhapatnam 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. Visakhapatnam's summer mean of 95 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 Visakhapatnam averages AQI 87 across 893 measured days — Satisfactory on the NAQI scale. 0% of those days fall in Very Poor or Severe; 71.6% are Good or Satisfactory. Year-on-year, monsoon improved by 12.2% in the most recent comparison. The Jul 15 – Sep 15 core monsoon window averages AQI 84, a 24.3% improvement on the annual mean of 111. 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 Visakhapatnam.
Post-monsoon
Post-monsoon (Oct–Nov) in Visakhapatnam averages AQI 115 across 483 measured days — Moderate on the NAQI scale. 0.8% of those days fall in Very Poor or Severe; 41.2% are Good or Satisfactory. Year-on-year, post-monsoon improved by 11.9% in the most recent comparison. Post-monsoon in Visakhapatnam 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 Visakhapatnam is worsening overall — AQI moved from 95 in 2016 to 110 in 2024, a +15.8% change. Months that worsened most: Jan (+41.6%), Mar (+13.3%), Jun (+22.2%), Sep (+18.4%). Months that improved most: Feb (-29.6%). Because Visakhapatnam's seasonal shape is winter-dominant, 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 9-year archive.
Month-by-month deep dive
Tap any month to expand.
Jan2017–2024Latest AQI 194+42%
Jan in Visakhapatnam averages AQI 194 (Moderate) in the most recent year, having moved from 137 in 2017. Direction: worsening (+41.6%).
Feb2017–2024Latest AQI 112-30%
Feb in Visakhapatnam averages AQI 112 (Moderate) in the most recent year, having moved from 159 in 2017. Direction: improving (-29.6%).
Mar2017–2024Latest AQI 102+13%
Mar in Visakhapatnam averages AQI 102 (Moderate) in the most recent year, having moved from 90 in 2017. Direction: worsening (+13.3%).
Apr2017–2024Latest AQI 105+1%
Apr in Visakhapatnam averages AQI 105 (Moderate) in the most recent year, having moved from 104 in 2017. Direction: stable (+1.0%).
May2017–2024Latest AQI 89-1%
May in Visakhapatnam averages AQI 89 (Satisfactory) in the most recent year, having moved from 90 in 2017. Direction: stable (-1.1%).
Jun2017–2024Latest AQI 99+22%
Jun in Visakhapatnam averages AQI 99 (Satisfactory) in the most recent year, having moved from 81 in 2017. Direction: worsening (+22.2%).
Jul2016–2024Latest AQI 89+4%
Jul in Visakhapatnam averages AQI 89 (Satisfactory) in the most recent year, having moved from 86 in 2016. Direction: stable (+3.5%).
Aug2016–2024Latest AQI 86+6%
Aug in Visakhapatnam averages AQI 86 (Satisfactory) in the most recent year, having moved from 81 in 2016. Direction: stable (+6.2%).
Sep2016–2024Latest AQI 90+18%
Sep in Visakhapatnam averages AQI 90 (Satisfactory) in the most recent year, having moved from 76 in 2016. Direction: worsening (+18.4%).
Oct2016–2024Latest AQI 97-5%
Oct in Visakhapatnam averages AQI 97 (Satisfactory) in the most recent year, having moved from 102 in 2016. Direction: stable (-4.9%).
Nov2016–2024Latest AQI 142+26%
Nov in Visakhapatnam averages AQI 142 (Moderate) in the most recent year, having moved from 113 in 2016. Direction: worsening (+25.7%).
Dec2016–2024Latest AQI 125+16%
Dec in Visakhapatnam averages AQI 125 (Moderate) in the most recent year, having moved from 108 in 2016. Direction: worsening (+15.7%).
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 Visakhapatnam.
Opposite seasonal profile
Cities whose seasonal signature least resembles Visakhapatnam.
What to do with this information
If you are choosing when to visit Visakhapatnam 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 January in Visakhapatnam 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 Visakhapatnam?
January is the most polluted month in Visakhapatnam on average, with a long-run AQI of 174 — firmly in the Moderate band. This is drawn from 1 CPCB monitoring stations across 9 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 Visakhapatnam?
September is the cleanest month of the year in Visakhapatnam, averaging AQI 82 in the Satisfactory band. The months immediately before and after also tend to sit well below the annual mean of 111, 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 Visakhapatnam's air spike in January?
The January peak in Visakhapatnam is driven by a three-way pile-up: shallow temperature inversions that trap local vehicle, industrial and biomass emissions near ground level; regional transport of smoke from crop-residue burning in north India; and festival-day fireworks around Diwali that kick the already-elevated background even higher. The Oct 15 – Nov 15 stubble-burning window carries a 0% Severe-day share, compared with only 0% outside that window. The result is the characteristic winter "pollution bowl" where cool, stagnant mornings see AQI ceilings of 400+ on the worst days.
How bad is Diwali air quality in Visakhapatnam?
Across the CPCB record, the week around Diwali in Visakhapatnam averages AQI 123 — 1.13× the normal October baseline of AQI 108, a spike of 15 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 Visakhapatnam's air?
Yes — meaningfully. Visakhapatnam's core monsoon window (Jul 15 – Sep 15) averages AQI 84, a 24.3% improvement on the annual mean of 111. Rain removes airborne particulates by wet deposition, and the deeper monsoon boundary layer disperses what remains vertically. Across 893 measured monsoon days we see 71.6% in the Good-or-Satisfactory band.
Is Visakhapatnam's worst season getting worse or better year-on-year?
Between 2016 and 2024, Visakhapatnam's annual average AQI moved from 95 to 110 — a change of +15.8%. In the most recent year-on-year comparison, the winter season specifically improved by 16.3%. The long-run direction is worsening — rapid urbanisation and emissions growth appear to be outpacing efficiency gains.
Which months are safest to visit Visakhapatnam?
September is the single best month at AQI 82. Based on the 12-month averages, the three cleanest months in Visakhapatnam are September (AQI 82), July (AQI 85), May (AQI 87). 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 Moderate territory.
How does Visakhapatnam's seasonal pattern compare to other Indian cities?
Visakhapatnam is classified as winter-dominant. Based on a 12-month cosine-similarity index computed across all monitored Indian cities, the city whose seasonal signature most closely resembles Visakhapatnam's is Kochi (Kerala), 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 Visakhapatnam too. The peer-city panel on this page lists the closest four additional matches.