GS 3: Science & TechnologyGS 1: Indian GeographyGS 3: EconomyPrelims

What has the IMD announced ahead of this year’s monsoon?, Pg8

IMD introduces AI-powered block-level monsoon forecasts across 15 states, enhancing agricultural planning and mitigating crop losses.

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Key Highlights:

  • The India Meteorological Department (IMD) introduced a new forecast system providing block-level monsoon arrival forecasts for the first time, covering 3,196 blocks across 15 States and 1 Union Territory.
  • The new system blends outputs from two forecasting models, utilizing AI-based analysis and nearly a century of meteorological data to project the monsoon's progress at a finer scale.
  • The 15 States covered are part of the monsoon core zone, highly dependent on rain and sensitive to southwest monsoon dynamics.
  • A separate 10-day monsoon forecast model was launched for Uttar Pradesh at a 1 km resolution, leveraging the state's extensive network of automatic weather stations.

Detailed Insights:

  • The conventional district-scale forecasts obscure the patchiness of the Indian monsoon, where some blocks within a district may remain dry even after the official arrival.
  • Hyper-local forecasts aim to help farmers time their sowing by providing more accurate information about monsoon arrival in their specific block.
  • The blending framework was developed by the Indian Institute of Tropical Meteorology, issuing probabilistic forecasts for the next four weeks.
  • Extending block-level forecasts across all of India requires a denser network of observational data than is currently available in many States.
  • The IMD and global models anticipate "below normal" rainfall from July onwards due to a developing El Niño, which may make accurate block-level forecasting more challenging.
  • The agriculture ministry is pushing for agriculturally actionable forecasts, while the IMD is increasingly combining traditional models with AI and State-level observational networks.

Key Concepts Involved:

  • Monsoon Core Zone: Regions highly dependent on rain and sensitive to southwest monsoon dynamics.
  • El Niño: A climate pattern in the Pacific Ocean that can lead to weaker monsoon rains in India.
  • Probabilistic Forecasts: Weather forecasts that express the likelihood of different outcomes.
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