He and 114 other evacuees are being kept in quarantine at a military base in the town of Germersheim, which is 120 kilometers (75 miles) south of Frankfurt. Weis said that they've been treated well at the base and that there "is a lot of medical support."

"If we leave our rooms, we have to wear a mask. Of course we are allowed to go outside to get some fresh air, but all the time we have to wear masks," Weis said.

Two of the German evacuees who were on the flight with Weis ended up testing positive for the virus and are currently being treated at a hospital in Frankfurt.

"Everybody in the airplane wore masks all the time. So I think the risk of getting infected there was very very small," Weis said.

He added that he thinks the quarantine is a necessary step in order to stop possible spread of the outbreak.

Empty Streets 'but No Panic' in Wuhan

Prior to the outbreak and the subsequent orders to remain in doors, Weis said the busy metropolis of Wuhan was "full of life."

"Everything was full of people. And suddenly after the outbreak ... the streets were empty," Weis noted.

He added that, despite the sudden shift in daily life in the city, people reacted calmly to the changes.

"Everyone was very silent and calm, but there was definitely no panic," he said.

There have been 10 confirmed coronavirus cases in Germany so far, most of which are based in the southern state of Bavaria.

China has effectively shut down the city of Wuhan and many surrounding provinces and municipalities in a bid to halt the spread of the virus.

At least 361 people have died from the coronavirus so far, surpassing the SARS epidemic that left 249 dead between 2002 and 2003.

More than 17,000 people in China are currently infected, with more than 24 countries also reporting cases.