Your tree - your responsibility.
Had a similar situation here several years ago. Tree in the empty lot behind me got blown over in a storm, ended up in my yard. Took a bit to find out who the owner was, but after some back-and-forth, the city attorney informed him that as it came from his property, he was responsible for removing it from mine.