A high level committee, chaired by Chief Minister Pinarayi Vijayan, took the decision in this regard, a government press release said.
One of the task force will oversee rain water harvesting management througout the state on the lines of 'MazhaPolima', a project which seeks to create peoples movement on recharging of open wells through rain water harvest and was successfully launched in Thrissur district as part of National Rural Employment Guarantee scheme.
Local Self Government Secretary Dr V K Baby will have the charge of this task force.
The Chief Minister also instructed that the task forces should immediately prepare their action plan and submit them on Aug 21 when the next meeting would be held.
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Finance minister, Thomas Isaac, Revenue minister, E Chandrasekharan, Power minister, M M Mani, Water Resources minister, Mathew T Thomas, Forest minister, K Raju were among those who participated in the meeting.
As per the statistics of the IMD till Aug seven, Kerala had received deficit rainfall of 27 per cent, while Idukki, home to various hydel projects, had a shortfall of 36 per cent, Wayanad recorded a dip of 58 per cent.
During August-September, if the state receives copious rainfall, the crisis can be avoided, the release said.
The IMD feels the state will receive good rains in the coming three weeks.
Activities like utilisation of water carefully and rain water harvesting should be taken up immediately, Vijayan said.