For Prelims: India Meteorological Department (IMD), Doppler Weather Radar, Numerical Weather Prediction (NWP), Artificial Intelligence (AI) in Meteorology, Nodal Ministry, Key Technologies, Target Sectors, Agriculture Advisory Level
For Mains: AI integration, early warning systems, climate resilience, precision agriculture, disaster risk reduction, public-private partnership
Source:
Hindustan
5 facts for one-day exams
SSC, railway, police and teaching exams ask direct questions like these.
- IMD stands for India Meteorological Department.
- IMD functions under the Ministry of Earth Sciences (MoES).
- IMD will use AI, ML, and big data for weather forecasting.
- The initiative covers 16 technical areas for innovation.
- Panchayat-level weather advisories are planned for farmers.
Why in the news?
The India Meteorological Department (IMD) is adopting AI, machine learning, and big data analytics to improve weather forecast accuracy and early warning systems. The initiative covers 16 technical areas including cyclone tracking, fog monitoring, flood mapping, and panchayat-level agricultural advisories, aiming to reduce disaster impact and support farmers.
Summary
- IMD will use AI, ML, and big data to enhance weather forecasts and early warnings for cyclones, thunderstorms, fog, floods, and air pollution.
- The department has invited proposals from private organisations, startups, and experts across 16 technical areas to develop innovative solutions.
- A user-friendly mobile app and an integrated mapping system for transport network flooding are also planned as part of this modernisation.
Highlights
AI-Powered Forecasting
IMD will integrate AI, ML, and big data analytics to improve accuracy of weather predictions and early warnings.
Panchayat-Level Farm Advisories
A new ICT tool will provide weather and crop-stage specific advisories to farmers at the panchayat level.
Drones and Sensors for Data
Low-cost autonomous sensors and specialised drones will be developed to collect weather data and monitor air quality.
Background
The India Meteorological Department (IMD), under the Ministry of Earth Sciences, has traditionally relied on conventional observation networks and numerical models. However, increasing frequency and intensity of extreme weather events due to climate change demand more accurate, localised, and timely forecasts. This initiative marks a shift towards leveraging modern computational techniques.
Key Analysis and Impact
The integration of AI, ML, and big data will enable IMD to process vast datasets from satellites, Doppler radars, and surface observations in real time. This can significantly improve nowcasting (3-6 hour ahead warnings) for thunderstorms, lightning, and heavy rainfall. The focus on rapidly intensifying cyclones addresses a critical gap. For agriculture, panchayat-level advisories can reduce crop loss and optimise input use, benefiting millions of small farmers. The open call for proposals encourages public-private-academia collaboration, fostering innovation.
Way Forward
Successful implementation requires robust data infrastructure, skilled manpower, and seamless integration of new tools with existing systems. Pilot projects in selected regions can validate the models before nationwide rollout. The development of a user-friendly mobile app will enhance public access to warnings. Continuous refinement using feedback from end-users, especially farmers and disaster management agencies, will be crucial.
Background GK
Textbook concepts you need to understand this news
- India Meteorological Department (IMD)
- The national meteorological service of India, established in 1875, responsible for weather observation, forecasting, and seismology. Headquarters: New Delhi. Parent Ministry: Ministry of Earth Sciences (MoES).
- Doppler Weather Radar
- A radar that uses the Doppler effect to measure the velocity and direction of precipitation particles, crucial for tracking severe weather like cyclones and thunderstorms.
- Numerical Weather Prediction (NWP)
- A method of weather forecasting that uses mathematical models of the atmosphere and oceans to predict weather based on current conditions.
- Artificial Intelligence (AI) in Meteorology
- The use of machine learning algorithms and neural networks to analyse large weather datasets, identify patterns, and improve forecast accuracy beyond traditional models.
Facts to remember
Tap a card to see the answer. Try to recall it first.
How exams will ask this
- Data: IMD to use AI, ML, and big data across 16 technical areas
- Nodal Body: Ministry of Earth Sciences (MoES)
Don't make this mistake!
Students may confuse the parent ministry of IMD – it is the Ministry of Earth Sciences (MoES), NOT the Ministry of Environment, Forest and Climate Change (MoEFCC) or the Ministry of Science and Technology.
Write these in mains answers
- AI integration, early warning systems, climate resilience, precision agriculture, disaster risk reduction, public-private partnership
Stuck? Get it in one tap
The India Meteorological Department (IMD) is adopting modern computer technologies like Artificial Intelligence and Machine Learning to make weather forecasts more accurate. This will help give earlier warnings for cyclones, floods, and storms, and provide localised advice to farmers at the village level about when to plant or harvest crops.
- IMD stands for India Meteorological Department.
- IMD functions under the Ministry of Earth Sciences (MoES).
- IMD will use AI, ML, and big data for weather forecasting.
- The initiative covers 16 technical areas for innovation.
- Panchayat-level weather advisories are planned for farmers.
- Science and Technology: Artificial Intelligence and its applications
- Geography: Weather and climate
Related concepts: India Meteorological Department (IMD), Doppler Weather Radar, Numerical Weather Prediction (NWP), Artificial Intelligence (AI) in Meteorology
Practice questions
Pick an answer, then read the explanation.
- Q1Easy
Which ministry is the parent body of the India Meteorological Department (IMD)?
Explanation: The India Meteorological Department (IMD) functions under the Ministry of Earth Sciences (MoES). MoEFCC deals with environment and forests, Ministry of Science and Technology oversees DST and DBT, and Ministry of Agriculture handles farm policies, not meteorology.
- Q2Hard
Consider the following statements regarding the IMD's new technology initiative:
- 1.IMD will use Artificial Intelligence and Machine Learning to improve weather forecast accuracy.
- 2.The initiative includes developing a system to provide weather advisories to farmers at the district level.
- 3.IMD plans to use drones as a sustainable alternative to weather balloons.
Which of the statements given above is/are correct?
Explanation: Statement 1 is correct as IMD will integrate AI and ML for better forecasts. Statement 2 is incorrect because the advisory is planned at the panchayat level, not district level. Statement 3 is correct as drones are being explored as a sustainable alternative to weather balloons. Hence option B is correct.
- Q3Medium
What is the target lead time for thunderstorm and lightning warnings under IMD's new AI-based system?
Explanation: The AI-based technology aims to provide warnings for thunderstorms, lightning and heavy rainfall 3 to 6 hours in advance.
- Q4Medium
What is the primary objective of IMD's initiative to integrate AI, ML, and big data into its operations?
Explanation: The core objective is to enhance the accuracy and timeliness of weather predictions and early warnings for natural disasters. Cost reduction and automation are secondary benefits, not the primary goal. Privatisation is not part of the initiative.
Frequently asked questions
1. What new technologies will the India Meteorological Department use?
IMD will integrate Artificial Intelligence (AI), Machine Learning (ML), and Big Data Analytics into its weather forecasting and early warning systems.
2. What is the lead time for thunderstorm warnings under the new IMD initiative?
The new AI-based technology aims to provide warnings for thunderstorms, lightning and heavy rainfall 3 to 6 hours in advance.
3. At what level will farmers receive weather advisories under this IMD plan?
IMD plans to provide weather and crop-stage specific advisories to farmers at the panchayat level using an ICT-based tool.
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- Original6 November 2026 · Read story
