Disclosed herein is a method and a system for handling read disturb errors in a memory unit. Status information related to each memory block in the memory unit is retrieved and plurality of target memory blocks with valid pages and having highest block erase count are identified for patrolling. Each valid page in the target memory blocks are patrolled for identifying read disturb errors. Finally, each valid page having read disturb errors are recycled, thereby effectively handling the read disturb errors in the memory unit. The method disclosed herein involves patrolling of only the valid pages in the memory block, thereby reducing the time required for handling the read disturb errors and improving the overall performance. Also, the method ensures data retention reliability within each memory blocks by patrolling the memory block in the order of highest block erase counts.