Japan is becoming depopulated, with declining fertility rates and massive urban agglomeration due to emigrations from rural areas, which results in rural–urban disparities. As demographic social divisions between areas increase, maintenance of infrastructure facilities becomes much more difficult. For sustainability, accurate predictions long-term population distributions are needed. This study...