Bennington, 41, known for his powerful, belting vocals, died at his Palos Verdes home near Los Angeles, the Los Angeles County Coroners office said.
Spokesman Brian Elias said the death was being handled as an apparent suicide, and celebrity website TMZ, citing law enforcement sources, said Bennington had hung himself while alone at the house when his family was out of town.
"Shocked and heartbroken, but its true. An official statement will come out as soon as we have one," tweeted Linkin Park vocalist Mike Shinoda.
Bennington had a history of alcohol and drug abuse. He spoke openly in the past about his struggles to overcome his demons when Linkin Park first found fame in 2000 with their best-selling debut album "Hybrid Theory" and went on to become one of the most popular alt-rock bands of their generation.
The bands latest album, "One More Light," was released in May, and Linkin Park had been touring South America and Europe until two weeks ago.
Benningtons death came a week before the band was due to kick off the U.S. leg of the tour on July 27 in Mansfield, Massachusetts. It also came the same day as the release of Linkin Parks music video "Talking to Myself."
"This BREAKS OUR HEART. Suicide is the devil on earth walking amongst us," tweeted U.S. band One Republic.
Punk rock singer Tyson Ritter, frontman of All-American Rejects, said on Twitter that Bennington was "another gifted voice silenced to the spirit in the sky-forever alive in song."
Bennington, who was twice married and had six children, was a close friend of Soundgarden front man Chris Cornell, who committed suicide in Detroit in May.
Fans noted on Thursday that Bennington had apparently taken his own life on what would have been Cornells 53rd birthday.
"Just when I thought my heart couldnt break any more," Cornells wife Vicky tweeted on Thursday on hearing of Bennigntons death.
Linkin Parks debut album "Hybrid Theory" included hits such as "In the End," "One Step Closer" and "Crawling," which won a Grammy award in 2002 for best hard rock performance.
The band experimented with rock, metal and rap, most notably collaborating with Jay-Z in 2004 on the "Collision Course" album. The album, a mash-up of the rappers hits with Linkin Park songs, included "Numb/Encore," which won a Grammy award in 2006 for best rap/sung collaboration.
The band has sold more than 70 million albums worldwide.(*)
Editor: Heru Purwanto
Copyright © ANTARA 2017
