Jezernica Creek, a tributary of the Kokra River, flows through Zgornje Jezersko. Other major geographical features in or bordering the settlement's territory include Lake Planšar (), the Ravne Cirque (), the Makek Cirque (), and Mount Kočna (), as well as mounts Grintovec, Skuta, and Storžič to the south. Mount Roblek () stands due north of the village and is surrounded by the Roblek Pasture (, ), the Anko Pasture (Ankova planina) with an abandoned Yugoslav border post, and the Rakež Pasture (Rakeževa planina). Anko Falls (Ankova slapova) is located immediately south of the Anko Pasture.