Indian Kashmiris walk next to maple trees in autumn in Srinagar. Trees are changing colours while the days become shorter as winter approaches in the Kashmiri summer capital of Srinagar. Picture AFP
A model on the catwalk during the Marques’ Almeida Autumn Winter 2016 at London Fashion Week show at Olympia West in London
A man tosses fallen gingko tree leaves into the air in a park in Beijing. China’s capital has been hit with unusually cool and wet weather in recent weeks
An aerial view of autumn trees along the shore of a quarry pond in Cologne, Germany
Autumn sun rises over the river Leine and surrounding landscape in Neustadt am Rübenberge, Germany
Michael Regan/Getty Images
Fallow deer challenge each other during the rutting season on Friday in Bradgate Park, Leicestershire, United Kingdom
Uwe Zucchi/AFP/Getty Images
A spider is seen in its dew covered web in Hohen Meissner, Germany.
Daniel Ochoa de Olza/AP
A model displays a Autumn/Winter design by Andres Sarda during the young designers show at Madrid’s Fashion Week in Madrid, Spain,
Tu Hwnt ir Bont Tearooms in Llanrwst, Wales, where the cafe’s roof is covered in Virginia creeper and has started to change from green to red, as the autumnal colours start to show
A model wears an accessory created by Anya Hindmarch during London Fashion Week autumn/winter in central London
A woman walks past the autumn colours of a climbing plant in London.
Frederik von Erichsen/EPA
Mosquitoes hang in a spider web covered with morning dew near Muecke, Germany.
Autumn colours at vineyards in Marktbreit, southern Germany.
Fog obscures the lagoon of Messolongi, in western Greece as fishing boats are anchored along the boardwalk.
Mist lies in a valley near Goathland in the North Yorkshire Moors at sunrise on Thursday in Pickering, England. More seasonal autumnal weather is returning to much of the UK after a late spell of warmer-than-average temperatures.
Autumn weather in Northumberland, UK: a woman walks her dog at sunrise on Blyth beach early on Wednesday
A model wears a creation as part of Julien Fournie’s haute couture autumn-winter 2013-14 collection, presented on Tuesday in Paris.
A surfer carries his board as he walks along Sydney’s Manly Beach. The Australian Bureau of Meteorology said that Sydney is experiencing a record-breaking run of consecutive autumn days above 20C (68F), with today being the 26th consecutive day, breaking the previous record of 25 days set in 1987. The bureau added that it is forecasting that the record late-season warm temperatures will continue.