New Delhi’s air quality is a global talking point, often for the wrong reasons. As we look back at the data from the year 2025, a clear story emerges—one where the city’s atmosphere is a complex battleground between rising temperatures, seasonal rains, and the persistent shroud of particulate matter.
In this post, we analyze the relationship between PM2.5, temperature, UV radiation, and precipitation to understand what actually drives the “Great Smog” of Delhi.
2025: A Year of Extremes (By the Numbers)
The data for 2025 paints a stark picture of the environmental challenges faced by the capital:
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Average PM2.5: 91.5 µg/m³ (Nearly double the safe limits).
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Peak Pollution: A staggering 391 µg/m³ recorded during the winter onset.
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Extreme Heat: Temperatures peaked at 47.5°C during the summer.
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Rainfall: A maximum single-day precipitation of 59.8 mm provided much-needed relief.
1. The Thermal Trap: Why Winter Chills Mean Toxic Air
Our analysis found a strong negative correlation (-0.55) between Average Temperature and PM2.5 levels.
When Delhi temperatures drop in the winter months (January, November, and December), PM2.5 levels skyrocket. This is due to a phenomenon called thermal inversion. Cold air is denser and stays close to the ground, trapping pollutants like a lid on a pot. As the sun comes out and temperatures rise toward the 40°C mark in May and June, the atmosphere becomes more unstable, allowing pollutants to disperse upwards, leading to much clearer (though hotter) days.

2. Nature’s Invisible Cleaners: The Power of Wind and Sunlight
The regression plots visualize the four primary drivers of air clarity in Delhi. Each graph shows a clear downward trend (the red line), meaning as these factors increase, pollution decreases:
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Temperature vs. PM2.5: Heat acts as an elevator. As it gets hotter, air rises and carries pollutants away from the ground level.
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Wind Speed vs. PM2.5 (Corr: -0.53): Think of wind as the city’s ventilation system. High wind speeds above (15-20 km/h) effectively “sweep” the stagnant smog out of the city.
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UV Index vs. PM2.5 (Corr: -0.59): Intense solar radiation typically coincides with the cleanest atmospheric conditions. High UV levels are a hallmark of the months when the sky is most transparent.
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Rainfall vs. PM2.5 (The Wash-out Effect): Precipitation is the most direct cleaner. Raindrops physically collide with particulate matter in the air, pulling them down to the ground. Our data shows that even moderate rain events can instantly reset the PM2.5 from “Hazardous” to “Good.”

3. Does Rain Actually “Wash” the Air?
The data says yes. We looked at the “Wash-out effect” through a scatter plot of Precipitation vs. PM2.5.
While the overall correlation is weak (-0.25) because New Delhi has many dry days, the impact of a single rainy day is dramatic. On days with precipitation over 10 mm, PM2.5 levels almost always dropped below 50 µg/m³. Rain acts as a natural scrubber, physically pulling fine particulate matter out of the air and depositing it on the ground.
The Seasonal Lifecycle of Delhi’s Air Quality
Based on the 2025 trends, the year can be divided into three atmospheric “acts”
- The Winter Crisis (Nov–Feb): Low temperatures, low wind, and zero rain create a “perfect storm” for hazardous PM2.5 levels.
- The Summer Heat (Mar–June): Extreme temperatures and high UV levels lead to lower PM2.5 but introduce the challenges of heatwaves and dust storms.
- The Monsoon Relief (July–Sept): Frequent precipitation leads to the cleanest air of the year, with PM2.5 staying consistently in the “Satisfactory” range.
Risk Assessment by Season
The Seasonal Boxplot categorizes the data into the four main weather cycles of Delhi.
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Post-Monsoon & Winter: These seasons show not only the highest average pollution but also the greatest variability. The “whiskers” and outlier points in Winter indicate days where PM2.5 reaches hazardous levels near 400 µg/m³.
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Monsoon: Shows the most stable and consistently “good” air quality, with very few spikes.