Two Walnuts (2007)

Ayaka Nakanishi is an ordinary twelve year old girl walking Ryan, her German shepherd, when heavy rain obliges her to seek refuge inside a telephone booth. The storm causes a strange phenomenon that sends both Ayaka and her dog back in time to March 7th, 1945.