Local officials used 10,000 litres water for the helipad at Belkund village where the minister paid a visit to review the drought and water scarcity relief measures on Friday.
Incidentally, Belkund is just around 40 km from Latur.
When asked about this "wastage" when Latur is being supplied water through rail wagons, Khadse, a senior Bharatiya Janata Party leader, said he wasn't aware of the issue.
Opposition Nationalist Congress Party termed the use of water as "arrogance" of power" by the BJP-led government.
NCP spokesperson Nawab Malik told PTI the incident shows the government is "non-serious" on drought and has become "arrogant" due to power.
"The minister could have landed at Latur where there is a proper airport and then driven to the village in a few minutes. But Khadse wanted to insult people in the drought- affected area who are struggling for a single drop of water," he said.
Latur is one of the worst-affected districts in Marathwada region and of late two special trains carrying water were rushed to the parched city to tide over the crisis.
'Bhujbal is not Vijay Mallya to run away from India'
Didn't say no to IPL matches in Maharashtra: Fadnavis
'Vulgar to hold IPL tamasha in drought-hit state'
Vendetta politics by BJP, says NCP on Bhujbal's arrest
Yeddy takes charge as state BJP chief, sets 150-seat target