Yazid bin Abi Habib (may Allah have mercy on him) said that Sayyiduna Ali and Ibn Abbas (may Allah be pleased with them both) used to say concerning tayammum that it includes the face and the palms.
Hadith Referenceالسنن الكبرى للبيهقي / كتاب الطهارة / 1015