Interesting scenario, but not entirely convincing. Would the countryside really be abandoned after a pandemic in the way the book depicts? The recent experience of COVID suggests the opposite!
The writing is excellent, beautifully crafted in some places, and that makes it pleasurable to read. However, the plot is very thin and not well structured. This is a case of a good writer looking for a better story to tell, so one to watch.