It is narrated from Sayyiduna Ibn Umar (may Allah be pleased with them both) that the Prophet (peace and blessings be upon him) said: Whoever does not find shoes should wear leather socks after cutting them below the ankles.
Hadith Referenceمسند احمد / مسند المكثرين من الصحابة / 5075