Your picture is actually of active, well-used railroad tracks. Old unused tracks are rusty and weed-grown. If the rails are shiny it means that trains pass regularly and knock the rust off. If there’s no weeds it’s because the railroad actively sends out crews to maintain the tracks.
Weed control is a fairly new thing but not an environmentally friendly thing. Maybe Japan doesn’t like spraying pesticide all around.