This will be the second consecutive year when winter in North India will be below normal.
In the first winter forecast ever, the IMD said there is also a high probability (83 per cent) of minimum temperatures to remain "above normal" in the Core Cold Wave (CW) zone this winter.
Core Cold Wave zone covers Jammu & Kashmir, Punjab, Himachal Pradesh, Uttarakhand, Delhi, Haryana, Rajasthan, Uttar Pradesh, Gujarat, Madhya Pradesh, Chhattisgarh, Bihar, Jharkhand, West Bengal, Odisha and Telangana and MET subdivisions of Marathwada, Vidarbha, and Madhya Maharashtra.
"This suggests occurrence of cold wave conditions in the core CW zone during the 2016/17 cold weather season is likely to be less than normal," the IMD said.
"The winter will be above normal at the country level this year, but North India will have lesser cold waves," K J Ramesh, Director General, IMD said.
The MET department said, 2016 is also likely to end up as one of the warmest years since 1901.
One of the reasons behind the decreasing trend in the cold waves, it pointed, is the global warming. However, the ocean conditions over the equatorial Indian and Pacific oceans also contribute to the year-to-year variability of cold waves over the country.
On an average, about 780 deaths, particularly of homeless people, are recorded due to cold waves each year. Several deaths were also reported in North India during the 2015-16 winter season.
This is for the first time that the IMD has released a winter forecast. Earlier this year, it had also come up with a forecast of "above normal" summer.
In addition, IMD will issue cold wave alerts and warnings valid for 15 days during the season.
"The season averages maximum temperatures of most of the subdivisions from northwest India and northeast India are likely to be warmer than normal by 0.5 degree Celsius with averaged maximum temperatures over Jammu & Kashmir, west Rajasthan, and Delhi, Haryana and Chandigarh to be warmer by 1 degree Celsius.
"The season averaged minimum temperatures of Uttarakhand, sub-Himalayan west Bengal and Sikkim, Telangana, and three subdivisions (Konkan & Goa, coastal Karnataka and Kerala) are likely to be warmer than normal by 0.5 degree Celsius," the IMD said.
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