In its writ petition, the trust has sought possession of the land given to it by the previous BJP government on a 99 year lease.
The case has been listed for February 27, and the state government has already filed a caveat.
About 28 acres of land near Sadhupul in Solan district was given to the Yogpeeth by the previous BJP government in 2010 for token lease of Rs 1 per year for a period of 99 years.
And on February 22, the Himachal authorities, in a swift but peaceful move, took over the land given to Ramdev's trust.
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The Yogpeeth mentioned in its petition that the state government had entered into the agreement to lease the land for development of health tourism, growing of herbs and developmet of medical science.
The land was given to the trust through a valid deed and it had incurred an expenditure of over Rs 11 crore on development of land and other infrastructure, the trust said.
Alleging that the state government had taken over the possession of the land in an "illegal manner", the petition said that once the lease was entered, the same can only be terminated as per terms of the lease or through process of law.
The petitioner claimed that the government has violated the principles of natural justice and therefore the action of state government is bad.