Whenever a city needs a lot or parcel of land as a site for a building to be erected for any hospital established and supported by the city, and the city cannot agree with the owners thereof upon the compensation therefor, the city has the power to proceed to have the compensation determined in the manner provided by law for the exercise of the right of eminent domain under the Eminent Domain Act.