At the start of the First World War, Clarke was the commanding officer of the Rough Riders, which was part of the London Mounted Brigade. The brigade with the rest of the 2nd Mounted Division were sent to fight the Ottoman Empire in the Gallipoli campaign. Notably during the battles for Sari Bair and Scimitar Hill.