How Delhi’s Air Quality Monitors Work: Methods, Errors & CAG Findings Explained

Air Quality

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  • The Supreme Court has asked authorities to justify whether Delhi’s air-quality monitoring equipment is appropriate for the city’s conditions. 
  • Delhi currently operates 40 Continuous Ambient Air Quality Monitoring Stations (CAAQMS), each functioning as a compact, automated laboratory housed in a temperature-controlled cabin. 
  • These stations, positioned across the city for representative measurement, monitor eight key pollutants — PM2.5, PM10, NO₂, SO₂, CO, O₃, ammonia and lead — as mandated by CPCB’s 2012 guidelines. 
  • Inside each dust-proof, air-conditioned unit, racks of analysers, pumps and data loggers process samples drawn through inlets mounted on masts above the station roof.

How Delhi’s AQI Stations Measure Pollutants

  • Delhi’s air-quality monitors use specialised, CPCB-approved techniques to measure each pollutant. 
  • Particulate matter (PM2.5 and PM10) is tracked using Beta Attenuation Monitors, which gauge how dust collected on filter tape reduces beta-ray transmission. 
  • Gaseous pollutants are measured through optical and chemical methods: 
    • sulphur dioxide via UV fluorescence, 
    • ozone by UV photometry, and 
    • carbon monoxide with Non-dispersive infrared (NDIR) absorption. 
      • NDIR absorption is a gas sensing technology that measures the concentration of a specific gas by analyzing how much infrared light it absorbs.
  • Nitrogen oxides are detected through chemiluminescence, while ammonia is measured using optical spectroscopy. 
    • Chemiluminescence is the emission of light as a result of a chemical reaction.
    • Optical spectroscopy is a scientific technique that studies the interaction of light with matter to determine a sample's physical and chemical properties.
  • These instrument-based techniques comply with the National Ambient Air Quality Standards to ensure uniform, reliable data nationwide.

Factors That Distort Air-Quality Readings

  • AQI accuracy depends on equipment reliability and the volume of validated data recorded daily. 
  • Stations often miss CPCB’s 16-hour data requirement due to shutdowns caused by calibration, power cuts, extreme weather or transmission failures. 
  • A recent CAG report found many Delhi stations failed to log complete data or measure key pollutants like lead, weakening daily AQI assessments. 
  • Technical issues also distort readings: high humidity inflates particulate measurements, instruments drift without frequent calibration, and poor station siting near buildings or vents skews airflow. 
  • Together, these operational and environmental challenges reduce the precision of Delhi’s air-quality readings.

What Research Reveals About PM Measurement Errors

  • Multiple studies show that Delhi’s particulate readings — especially from Beta Attenuation Monitors (BAM) — can significantly overestimate pollution under certain weather and loading conditions. 
  • A 2021 CSIR–NPL and AcSIR study found that beta gauge accuracy declines sharply when relative humidity (RH) exceeds 60%, causing particles to absorb moisture and appear heavier. 
  • The study reported more than 30% overestimation, with bias rising up to fivefold during high-pollution events when particle mass loading is high. 
  • Seasonal effects worsen errors, particularly in winter and post-monsoon months.
  • Researchers advised using site-specific correction factors, which lowered biases from 46% to below 2%. 
  • The U.S. EPA similarly warns that heavy particle accumulation can disrupt airflow and destabilise readings. 
  • These issues help explain why Delhi’s stations experienced data dropouts on Diwali night, when sudden pollution spikes overloaded the instruments.

Ensuring Reliable Air-Quality Data: Calibration, Compliance & Oversight

  • Calibration and Maintenance Are Crucial
    • Continuous Ambient Air Quality Monitoring Stations (CAAQMS) must follow strict calibration schedules.
    • CPCB’s 2012 guidelines mandate maintaining detailed calibration records for every particulate monitor.
    • Regular checks are essential because even minor instrument drift affects readings — especially for gases measured through sensitive optical methods.
  • Major Gaps in Data Reporting
    • The CAG audit exposed serious shortcomings in Delhi’s monitoring network:
      • None of DPCC’s 24 stations measured lead (Pb), despite its mandatory inclusion in AQI calculations.
      • Monthly AQI data was incomplete for 12% of months (2014–2021), meaning many stations failed to produce the minimum required valid data.
  • Need to Upgrade and Reposition Stations
    • CAG recommendations include:
      • Relocating stations obstructed by buildings, trees or improper siting.
      • Upgrading or replacing equipment unable to measure all mandated pollutants.
      • Ensuring daily data availability for all pollutants to provide a complete air-quality picture.
  • Third-Party Audits for Accountability
    • Experts, including Anumita Roychowdhury (CSE), stress the need for regular independent audits to verify:
      • Whether stations follow CPCB protocols,
      • Equipment calibration accuracy,
      • Data generation and reporting standards.

Source: IE | CNBC

Air Quality FAQs

Q1: How do Delhi’s AQI monitors measure particulate matter?

Ans: Stations use Beta Attenuation Monitors that measure how dust collected on filter tape reduces beta-ray transmission, enabling automated PM2.5 and PM10 quantification.

Q2: What causes inaccurate air-quality readings in Delhi?

Ans: High humidity, poor calibration, power issues, incorrect station placement, and data gaps often distort readings and reduce compliance with CPCB’s minimum data requirements.

Q3: What did recent studies find about PM measurement errors?

Ans: A CSIR–NPL study found PM2.5 readings can be overestimated by over 30% when humidity exceeds 60%, with biases rising fivefold during high-pollution episodes.

Q4: What gaps did the CAG report highlight?

Ans: CAG found Delhi’s stations often failed to record adequate valid data, didn’t measure lead, and lacked proper calibration or suitable siting, weakening AQI reliability.

Q5: How can Delhi improve AQI data quality?

Ans: Regular calibration, equipment upgrades, better station siting, mandatory third-party audits, and ensuring complete pollutant data are essential to strengthen AQI accuracy.

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