"Farmers in many parts are not getting the MSP decided by the Centre for various agri-commodities. In the eastern part of India, farmers are not getting the MSP of paddy despite our best efforts," Singh said here.
The minister added that the government has decided to rope in a private agency for procurement of various crops.
Singh was speaking at 'AMAETHON-2016', a three-day international food, agri-business and rural development summit organised by the Indian Institute of Management-Ahmedabad (IIMA).
Singh called for more discussion and coordination among key stakeholders for achieving the targets of farm development amid the challenges of rising population, climate change and limited natural resources.
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Stating that the government has made concerted efforts for the farm sector's development, Singh said the focus is on making agriculture a "more sustainable and profitable occupation by raising production and encouraging entrepreneurship, cooperativeness and crop innovations."
Extensive awareness is being created among farmers about agri-businesses, profitable production systems, research findings, programmes, schemes of agriculture departments, domestic and global markets, the Minister added.
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Singh also listed programmes like 'Rashtriya Gokul Mission', launched to conserve and develop indigenous bovine breeds in a focused and scientific manner as well as initiatives on 'Blue Revolution' to take forward the fisheries sector.
Later, during his interaction with reporters, Singh defended the government on the issue of MSP offered on cotton.
On the issue of sowing scenario in the wake of drought like situation in several parts country, Singh said climate change is adversely affecting Indian agriculture.
"Climate change is definitely playing its role. India is facing the wrath of nature in the form of droughts and climate change. As a result, sowing remained 6 to 7 per cent lower in this season," he said.