The problem is being faced by several civic bodies in the district including Thane, Navi Mumbai, Bhiwandi, Ulhasnagar and Kalyan-Dombivili.
The Governor said he will call a meeting of the elected representatives, office bearers, government officials and the district guardian minister (Eknath Shinde) to resolve the issue and for a speed up the process to start the Taloja waste disposal plant.
Rao today launched the' Swach Bhiwandi programme' under the 'Swach Maharashtra' initiative.
"The state government will give all possible support and there is no dearth of funds for the programme," the Governor said.
He also appealed corporates and industries around Thane to be part of the Swatch Bharat mission and spend 2 per cent of their profit as CSR for the projects falling under the cleanliness drive.