The village was located on what had been the large Arsuf forest. It had been cleared by villagers from Kafr Sur, who gradually took up residence there.
In the 1931 census of Palestine, Ghabat Kafr Sur was counted with nearby Bayyarat Hannun and 'Arab al-Balawina. Together they had a population of 559: 6 Christians and 553 Muslims in a total of 128 houses. In the 1945 statistics, Ghabat Kafr Sur had a population of 740 Muslims, while the nearby Beit Yehoshua, Kfar Neter, and Tel Yitzhaq had a total of 390 Jews. Together they had a total of 19,666 dunams of land, of which 4,506 were privately owned by Arabs and 10,384 by Jews. Of this, Arabs used a total of 1,333 dunams for citrus and bananas, 42 dunams were plantations and irrigated land, 2,700 dunums were for cereal, while a total of 6,474 dunams were classified as “non-cultivable” areas.
The majority of Ghabat Kafr Sur was razed during coastal clearing operations carried out by the Zionistmilitia groupHaganah, which demolished a number of localities along the Mediterranean coast. One survivor, Salim Abu Sayef, recounts the death of his uncle's wife at the hands of Zionists. The villagers fled to Al-Tira, and stayed there until the Zionist forces forced them all out.
When the Jews attacked Al-Tira, we fled to Qalqilya. We were not allowed to carry guns. So we had nothing with which to defend ourselves. were shooting at us from both sides, and the Jews’ at Dayr Yasin.... made us leave. We stayed at Tirah Bani Sa’ab for more than a week, until the Jews attacked. The village fought bravely, but in the end nobody could fight tanks and planes with guns. The Jews followed us to Qalqilya and blew up the school with mines. Many people were killed there. We kept going from village to village......Nobody could return after that to the village , because the Jews settled there in mobile houses transferred by tractors. We walked barefoot and hungry from village to village...Fearful stories about massacres made people run away.
Rosemarie Esber lists the cause of depopulation under: "Direct mortar attacks on civilians, siege, shooting at fleeing Arabs." In 1992, the remains of Ghabat Kafr Sur were described, "a considerable portion of the site consists of sand dunes overgrown with wild vegetation. Several large eucalyptus trees also grow on the site. The remains of three large Arab houses are visible in the midst of newly planted orange groves in the east and northeastern part of the site. They are used by the Israelis as agricultural warehouses."