4,246 people died in Andhra Pradesh and Telangana alone during these four years, according to the Ministry of Earth Sciences.
Last year, nearly 1,600 people died due to erratic weather conditions, of which 557 casualties were because of severe heat wave.
The year 2015 witnessed 2,081 deaths due to severe heat wave while 549 people died in 2014.
In 2013, the severe heat wave conditions killed 1,443 people, of which the unified Andhra Pradesh state registered 1,393 casualties, the figures show.
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"For instance, dehydration also leads to respiratory and renal failure, especially for those who are prone to heart and kidney ailments. Infants and the elderly top the list in casualties," he said.
"In 2010, Ahmedabad recorded 65 deaths due to heat wave, but in the same period, there were 800 more deaths," Malvalankar said.
If the temperature rises 4 to 5 degrees above normal, then the condition is termed as a 'heat wave'. If the variance is over 6 degrees above normal, then it is classified as a 'severe heat wave'.
With global temperatures on the rise, the instances of heat wave are increasing. MoES figures reveal that there were 74 days of severe heat wave on an average between 1961 and 1970. The figure declined to 34 between 1971-1980.
Between 1981-1990 and 1991-2000, 45 and 48 severe heat wave days were recorded respectively.
With every year in the current decade registering warmer climates, it may be fast racing towards becoming the warmest 10-year period. The IMD has declared 2016 as the warmest year ever recorded since 1901.
Global warming is the obvious reason behind the severe heat wave, said Laxman Singh Rathore, former Director General of the India Meteorological Department, but local factors also aggravate the situation.
For instance, the case of Telangana, Andhra Pradesh and Odisha that have seen maximum deaths due to heat wave.
"Persistent advection of this hot dry air gives rise to heat wave conditions over these regions. Once this anti- cyclone moves to the Arabian sea, heat wave conditions subside," said A K Jaswal, a former scientist with the IMD who has published a research paper on this topic.
The Centre as well as the states this year have come up with an action plan to minimise deaths related to heat waves.
"Last year, states like Maharashtra, Odisha, Andhra Pradesh and Telangana came up with a strategy to minimise deaths. This year, we have added states like Uttar Pradesh, Bihar, Madhya Pradesh, Bihar, Jharkhand, Punjab, Delhi and Haryana and given them several Dos and Don'ts," said M Rajeevan, Secretary, Ministry of Earth Sciences.
The Haryana government has sent out an advisory through newspapers on how to take care onself during a heat wave.
Rajeevan said, the states have been told to follow the Ahmedabad pattern to reduce heat wave-related deaths.
"This will help hospitals to stay alert and stock medicines accordingly. This will also help them minimise casualties," Rajeevan said.