In an open letter to the Liverpool Echo newspaper, Klopp wrote of his love for the fans' passion, commitment and understanding of the game as he thanked them and the city for helping the club to win the Premier League title.
"Even though you can not be at our games at the moment I love that you still made sure that you were with us by making the Kop look like the Kop even if it can not sound like it", he said.
"We owe it to the most vulnerable in our community, to the health workers who have given so much and whom we have applauded and to the police and local authorities who help us as a club not to do this", he added.
"My teammates make me feel special inside and the supporters also, everybody, but the boss has a special place in everything I think for everybody - for the club and also for the supporters because he gave his life to achieve those things that we are achieving. Please, celebrate, but celebrate in a safe way and in private settings, whereby we do not risk spreading this very bad disease further in our community".
Klopp also praised the "incredible supporters of an incredible club in an incredible city".
Klopp continued: "If things were different I would love nothing more than to celebrate together, to have a parade that would be even bigger than the one after we won the Champions League a year ago, so that we could all share this special moment, but it just is not possible. We just have to believe in ourselves still and keep working harder and be humble for sure - work hard and try to achieve bigger and bigger things with this club", he added.
"We decided collectively, the Premier League and the FA together and the WSL and Women's Championship boards, that now wasn't the right time. But for now, please stay at home as much as possible". This is not the time to be in the city center in big numbers or to go near football grounds.
Thousands of people celebrated on the city's waterfront on Friday, despite restrictions on gatherings because of the coronavirus pandemic.