In Batalik sector of Ladakh, five soldiers were trapped at an Army post after multiple avalanches, triggered by unprecedented snowfall, hit the area.
Two of them have been rescued, while efforts are on to save the other three, an Army official said.
Warm conditions prevailed in the national capital with the maximum temperature settling at 38 degrees Celsius, four notches above the season's average, a day after the city witnessed record showers for April.
According to the Safdarjung observatory, the reading of which is considered the official marker for the city, Delhi recorded 0.4 mm rainfall since yesterday.
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In Vidarbha region, Chandrapur recorded the highest maximum temperature over the plains at 43.2 degrees Celsius.
A flood advisory was issued in south and central Kashmir after rise in the water level of the Jhelum river and its tributaries, while incessant rains have forced closure of the arterial Jammu-Srinagar National Highway.
The downpour has triggered landslides and shooting stones at several places along the 300-km road.
According to the MeT department, Srinagar received 83.9 mm rain and snowfall since yesterday while Kokernag in south Kashmir received 69.9 mm of rains in the same period.
Pahalgam, also in south Kashmir, recorded rainfall of 64.2 mm since yesterday.
Authorities have closed down all schools in the Valley till Sunday in view of the rain and snowfall at this time of the year.
In Odisha, heat wave conditions prevailed in most parts with the mercury touching 42.9 degrees Celsius at Jharsuguda, making it the hottest place in the state.
Mercury hovered above 40 degrees Celsius in at least eight places, mostly in western parts of the state, while the coastal areas witnessed overcast conditions.
Sundargarh and Bhawanipatna both recorded maximum temperature of 42.5 degrees Celsius, followed by Titlagarh 42.1 degrees Celsius and Hirakud 41.6 degrees Celsius.
Chandrapur in Vidarbha region recorded the highest maximum temperature over the plains at 43.2 degrees Celsius.
In Punjab and Haryana, maximum temperatures continued to hover slightly below normal after light rains lashed many parts of both the states, including Chandigarh, for the second day today.
While rains brought down the mercury, it caused worries to wheat farmers as even a drizzle at this time of the season is considered harmful for the standing crop, which are ready for harvest.
Ambala recorded maximum temperature of 33.6 degrees Celsius, while Hisar registered a high of 34.6 degrees Celsius.
In Bihar, Patna recorded a high of 34.2 degrees Celsius, three notches below normal, while Dehri-on-Sone in Rohtas district registered highest maximum temperature of 39 degrees Celsius
"At present, an easterly wind is blowing that brings humidity and hence temperature will not be very high," a MeT department official said.
In some parts of Madhya Pradesh, Rajasthan, Assam and Goa day temperatures were above normal.