Maddy the toy poodle relaxes in her patriotically decorated wagon during the 17th annual Fourth of July Pet Parade in Salisbury, Massachusetts, on July 4, 2024. The event is run by the Salisbury beach partnership. (Photo by Joseph Prezioso/AFP Photo)

Villagers wade through a flooded road following heavy rains after cyclone Remal's landfall at Singi Mari village of Nagaon district, in India's Assam state on May 29, 2024. A powerful cyclone that smashed into low-lying Bangladesh and India killed at least 65 people, including in torrential rain storms in its wake, state government officials and media said on May 29. (Photo by Biju Boro/AFP Photo)

Personnel from Maharashtra Home Guards, a volunteer force practice yoga near the Gateway of India monument as they mark International Yoga Day in Mumbai, India, Friday, June 21, 2024. (Photo by Rajanish Kakade/AP Photo)

Kritchaya “Lolita” Boonhor (R) curls her eyelashes in ladyboy Candy's (L) room while she chats her about her boyfriend, in Bangkok, Thailand, 27 November 2017. Most things in life are a question of negotiation. Lolita is a woman, that was not to be negotiated. What needed to be negotiated was how she was perceived by those around her. And that negotiation was one that took time and effort. (Photo by Lola Levan/EPA/EFE)

“The Sunsetter”. An EF-4 tornado rips through the open space of farmland near Rozel, Kansas. This tornado moves slowly but powerful towards the setting sun an gets its beautiful color right before sunset. Storm Chasers are spotting on the left side. Photo location: Rozel, Kansas. (Photo and caption by Dennis Oswald/National Geographic Photo Contest)

ATTENTION! All pictures are presented in high resolution. To see Hi-Res images – just TWICE click on any picture. In other words, click small picture – opens the BIG picture. Click BIG picture – opens VERY BIG picture.

Underwater photographer of the year – winner. Dancing Octopus by Gabriel Barathieu (France). Location: Island of Mayotte, off the coast of south-east Africa. “Balletic and malevolent”, one judge said of this octopus, hunting in a lagoon. Barathieu waited until spring tides when there was just 30cm of water on the flats and plenty of light in the shallows. (Photo by Gabriel Barathieu/UPY2017)

These frozen caves seem almost otherworldly as they daylight illuminates them. Matej Kriz’s shots reveal the beauty of the brilliant caves, but he’s also very aware of how deadly they can be. The photographer captured the amazing shots in the Vatnajokull National Park on the Breidamerkurjokull glacier tongue. Here: The ice caves, taken in the Vatnajokull National Park in Iceland, on November 11, 2017. (Photo by Matej Kriz/Caters News Agency)