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What Does IMD's Probabilistic Monsoon Forecast Really Mean?

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Every year, when the India Meteorological Department (IMD) releases its seasonal monsoon forecast, one common question immediately follows: “So, will the monsoon definitely be good or bad this year?” This year, many students, friends, weather enthusiasts, and members of the public asked similar questions after seeing IMD’s probabilistic monsoon forecast map. At first glance, the map may look confusing because it uses probabilities instead of giving a simple “yes” or “no” answer. However, this probabilistic approach is one of the most scientifically meaningful ways to describe seasonal monsoon forecasts. Unlike a daily weather forecast, which predicts conditions over the next few days, a seasonal monsoon forecast describes the likelihood of different rainfall outcomes several months in advance. Understanding this distinction is the key to interpreting the forecast correctly. Figure 1. Probabilistic forecast of rainfall categories (Below Normal, Normal, and Above Normal) over India dur...

El Niño Does Not Always Mean “No Rain” During the Monsoon: Can Better Water Management Reduce Its Impacts?

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When people hear about an El Niño year, the common perception is often straightforward: weak monsoon, drought, and severe rainfall deficiency across India. While El Niño can indeed suppress the Indian summer monsoon, the reality is often more nuanced. The figure below shows the distribution of rainy days across India during nine major El Niño years between 1982 and 2023. An interesting feature clearly emerges: many parts of India continue to experience a considerable number of rainy days even during El Niño years. Figure:  Rainy-day distribution during major El Niño years over India. Even during deficient monsoon years, many regions continue to receive considerable rainy-day activity. This observation carries an important message. A deficient monsoon season does not necessarily mean that it never rains. In many cases, rainfall may still occur on several days, but the total seasonal rainfall becomes lower because: rainfall intensity is weaker, rain events are unevenly distribut...

A Possible El Niño in 2026: What It Could Mean for the Indian Monsoon

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Every year, the Indian monsoon is watched closely—not only by meteorologists, but by farmers, water managers, disaster agencies, businesses, and millions of ordinary citizens. The southwest monsoon provides nearly 70–80% of India’s annual rainfall (Figure 1) and supports agriculture, water resources, energy production, and livelihoods. This year, growing discussions around the possible development of an El Niño in the Pacific Ocean have raised an important question: Will El Niño affect India’s monsoon in 2026? Figure 1: Average monsoon season (June-September) rainfall (left panel) and Percentage of annual rainfall during monsoon season (right panel) The short answer is: possibly, but not always in a straightforward way. To understand what may happen, it is useful to look at the science behind El Niño, its historical relationship with the Indian monsoon, and why modern forecasting is more nuanced than simple cause-and-effect. What is El Niño? The El Niño–Southern Oscillation (ENSO) is...

2023 Cold Wave Conditions in India

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2023 Cold Wave Conditions in India Many parts of India are currently experiencing cold wave conditions around 7 -8 January 2023. Severe cold wave with dense fog observed in the states like Punjab, Haryana, Chandigarh, Delhi, and Uttar Pradesh. The IMD had issued a red warning (meaning 'take action') over many regions in northwest and north India. Figure: Observed (top panel) maximum temperature, minimum temperature, and mean temperature and the  anomaly (bottom panel) of  over India during 7 - 8 January 2023 *Based on Realtime Data [Source: IMD] Figure: Observed minimum temperature  anomaly of  over India during 5 - 12 January 2023 *Based on Realtime Data [Source: IMD] ------------------------------------------------------------------------------------------- The criteria adopted by IMD to define Cold Wave is given below:  (A) Cold Wave Cold Wave conditions for plains or hilly regions Cold Wave is considered when the minimum temperature of a station is 10 C or l...

2022 annual statement on climate of India by IMD

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2022 annual statement on climate of India by IMD The annual mean temperature of India for the year 2022 was the fifth warmest year on record since 1901. The other four warmest years on record, in descending order, were 2016, 2009, 2017, and 2010. The pre-monsoon (March–May) period was exceptionally hot in 2022, and many parts of the country experienced severe heatwave conditions during this season. The image shows the all-India mean temperature anomaly for the years 1901–2022 with respect to the 1981–2010 climatology. There were several significant extreme weather events that occurred in India during 2022. India might be a unique country that experiences a variety of extreme weather events in a calendar year, from heatwaves to coldwaves; dust storms to snowfall; and from lightning/thunderstorms to heavy rainfall events/floods to cyclonic storms, etc. Furthermore, extreme events occurred across India from north to south and east to west. India experienced many extreme weather events in...