ISRO Develops Improved Algorithm for Detecting Farm Fires

Context:
The Indian Space Research Organisation (ISRO) has developed an improved satellite-based fire-detection algorithm to enhance monitoring of stubble burning during the rabi harvesting season, addressing discrepancies identified by the Commission for Air Quality Management (CAQM).

Key Highlights:

Improved Satellite Monitoring

  • ISRO will conduct pilot testing of the modified fire-detection algorithm during the upcoming wheat harvesting season (April–May).
  • The improvement aims to provide more accurate detection of farm fires and burnt areas.

Discrepancies in Fire Detection

  • In 2025, CAQM reported differences between satellite-detected fire events and actual ground conditions.
  • Satellite data recorded:
    • 10,207 fire events in Punjab
    • 1,832 in Haryana
    • 259 in NCR districts of Uttar Pradesh

Shift in Burning Time

  • The peak time for stubble burning has shifted from around 1:30 PM in 2020 to about 5 PM in 2024.
  • This change may lead to underreporting due to satellite observation timing.

Government Monitoring Measures

  • CAQM has mandated strict implementation of State-specific Action Plans to prevent stubble burning.
  • Punjab, Haryana, and Uttar Pradesh have been instructed to:
    • Map farms for stubble management
    • Assign nodal officers to clusters of farmers
    • Monitor burning at the ground level

Satellite Systems Used
Government fire data are based on satellite observations from:

  • NASA Terra and Aqua satellites (MODIS sensors)
  • NOAA’s Suomi-NPP satellite (VIIRS sensor)

Significance

  • Stubble burning is a major contributor to seasonal air pollution in North India, especially affecting Delhi-NCR during winter.

Relevant Prelims Points:

  • Rabi Crops
    • Crops sown in winter and harvested in spring.
    • Examples: Wheat, barley, mustard, gram.
  • Kharif Crops
    • Crops sown during the monsoon season and harvested in autumn.
    • Examples: Rice, maize, cotton, soybean.
  • Stubble Burning
    • The practice of burning leftover crop residue after harvesting to prepare fields for the next crop.
    • Major cause of seasonal air pollution in northern India.
  • CAQM (Commission for Air Quality Management)
    • A statutory body established in 2021 to coordinate air quality management in Delhi-NCR and adjoining states.
  • MODIS (Moderate Resolution Imaging Spectroradiometer)
    • A satellite sensor used to monitor environmental changes including fires and vegetation cover.

Relevant Mains Points:

Environmental Impact of Stubble Burning

  • Causes severe air pollution and smog formation in northern India.
  • Leads to health problems such as respiratory diseases and reduced visibility.
  • Contributes to greenhouse gas emissions and soil degradation.

Technological Role in Environmental Governance

  • Satellite-based monitoring enables:
    • Real-time tracking of farm fires
    • Better enforcement of anti-burning regulations
    • Evidence-based policy interventions

Challenges

  • Farmers often burn stubble due to:
    • High cost of residue management machinery
    • Short time window between crop cycles
    • Limited awareness and enforcement capacity

Way Forward

  • Promote crop residue management technologies like Happy Seeder and bio-decomposers.
  • Strengthen financial incentives for farmers adopting sustainable practices.
  • Enhance satellite monitoring and ground verification systems.
  • Encourage inter-state coordination to tackle regional air pollution.

UPSC Relevance:

  • GS Paper 3: Environmental Pollution, Space Technology Applications
  • Prelims: CAQM, MODIS, Rabi-Kharif crops, Stubble Burning
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