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VOL. I · EST. 11.2025 
SatyaDheesh
सत्याधीश
India's Ground Truth Record
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IISc lab urges Union Minister to scrap Swachh Vayu Sarvekshan due to discrepancies

GS3Economy · S&T · Environment · Security· Pollution (air, water, plastic)· Mains·

Data integrity and environmental governance: a GS3 case study on air quality monitoring and policy accountability.

Why in news

Prof. Ashish Verma and the IISc Sustainable Transport Lab urged Union Minister Bhupendra Yadav to scrap the Swachh Vayu Sarvekshan ranking framework due to significant data discrepancies.

Background

The IISc Sustainable Transport Lab (IST) identified that Lucknow scored 198 out of 200 in the ranking despite recording a 374 AQI in December 2025. Prof. Ashish Verma recommended third-party audits and a minimum 50% weightage for ambient AQI performance.

Facts for Prelims

  • BodyIISc Sustainable Transport Lab (IST) is a research unit of the Indian Institute of Science.
  • FactLucknow's AQI was recorded at 374 in December 2025.
  • FactThe proposed weightage for ambient AQI performance in the ranking framework is at least 50%.

Prelims practice question

Which research unit of the Indian Institute of Science urged the scrapping of the Swachh Vayu Sarvekshan ranking framework?

  1. (a)Sustainable Transport Lab
  2. (b)Biotechnology Research Centre
  3. (c)Space Sciences Group
  4. (d)Centre for and Environmental Studies
Show answer

Answer: (a) Sustainable Transport Lab — The IISc Sustainable Transport Lab (IST) identified data discrepancies in the ranking framework.

For Mains

Q. Critically analyze the challenges in establishing a reliable air quality ranking framework in India and suggest measures to ensure data integrity and accountability.

Dimensions to cover in your answer

  • Data integrity: Discrepancies between reported AQI levels and ranking scores undermine policy credibility
  • Audit mechanism: Need for independent third-party verification to validate municipal air quality claims
  • Metric weighting: Balancing infrastructure improvements against actual ambient air quality outcomes

Keywords: Data integrity · Air Quality Index (AQI) · Third-party audit · Environmental governance · Policy discrepancy

Read the full news →Report a mistake in this noteHow notes are madeSource: The Hindu ↗Also: GS2 · Transparency, accountability & RTIAlso: GS3 · IT, AI, semiconductors & computing

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