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IMD Launches AI-Based Weather Forecasts with 1-km Resolution for UP, District-Level Monsoon Tracking for 16 States

Target:UPSC GS-IIIMPSCSSC GATeachingPrelims HighMains MediumStatic GK Link
12 May 2026
~2 min
Source: Indian Express
Key Data:1 km spatial resolutionUp to 10 days lead time3,196 blocks16 states and 1 UT
Bodies:IMDNCMRWFIITMMoES
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What This Article Covers

1.IMD launched two AI-based weather forecasting products: one with 1-km spatial resolution for Uttar Pradesh and another for district-level monsoon progression tracking across 16 states.

2.The systems combine data from Automatic Rain Gauges, Automatic Weather Stations, satellites, and Doppler radars, processed with AI for downscaling, providing forecasts up to 10 days in advance.

3.This technological upgrade from IMD, developed by NCMRWF and IITM, is a strategic shift towards precision agriculture and climate-resilient farming, directly relevant to GS-III topics of technology in agriculture and disaster management.

The Big Picture
Prelims · HighMains · Medium

India Meteorological Department (IMD) has launched two AI-powered, high-resolution forecasting systems to provide hyper-local rainfall predictions for agriculture. The pilot in Uttar Pradesh offers 1-km resolution forecasts up to 10 days ahead, while a district-level monsoon progression system covers 3,196 blocks across 16 states. This marks IMD's first major incorporation of AI, aiming to help farmers with sowing, irrigation, and disaster management.

Exam Lens

Quick Exam Facts From News

Spatial Resolution1 km
Lead Time ForecastUp to 10 days
Pilot StateUttar Pradesh
Blocks Covered3,196 blocks/sub-districts
States & UT Covered16 states and 1 UT
Launch DateMay 13, 2026 (Tuesday)

1-Minute Revision

  • ›Spatial Resolution: 1 km
  • ›Lead Time Forecast: Up to 10 days
  • ›Target this Data: Spatial resolution of 1 km and forecast lead time of up to 10 days.
  • ›Target this Nodal Body: India Meteorological Department (IMD) under the Ministry of Earth Sciences (MoES).
  • ›Target this Development Body: National Centre for Medium Range Weather Forecasting (NCMRWF) and Indian Institute of Tropical Meteorology (IITM), Pune.

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Practice exam-style questions, track your score, and strengthen your recall.

Q1Static LinkageEasy

The India Meteorological Department (IMD) functions under which Union Ministry?

Q2Statement-basedHard

Consider the following statements regarding the new AI-based weather forecasting products launched by IMD:

1. One product offers rainfall forecasts with a spatial resolution of 1 km for the state of Uttar Pradesh.

2. The district-level monsoon progression forecasting system will provide updates every Monday.

3. The forecasts are developed using data solely from Doppler weather radars and satellites.

Which of the statements given above is/are correct?

Q3Data-centricMedium

For how many blocks/sub-districts across 16 states and one UT will the new micro-level rainfall tracking be available in its initial phase?

Q4Application/ImpactMedium

What is the primary objective of launching the AI-based, high-resolution weather forecasting systems as highlighted in the news?

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