As the days grow shorter and the air turns crisp, autumn is officially making its mark across Leeds.
From the golden, tree-lined avenues of Roundhay Park and Golden Acre to the rich, rust-tinted grounds of Kirkstall Abbey and Temple Newsam, the city has transformed into a vibrant seasonal landscape.
Locals across the district have been making the most of the bright, clear days, taking to Yorkshire’s green spaces to crunch through fallen leaves and soak in the changing scenery.
Whether you are heading out for a weekend woodland walk or simply admiring the canopy on your daily commute, the city's parks and historic sites are putting on a spectacular display.
Here are 13 stunning pictures capturing the natural beauty of Leeds as autumn takes hold for another year.