Why is Buddha depicted as fat?

I’ve been a buddhist for a while but everywhere I see a Buddha it is always the fat “americanized” version. This does not correspond to most models of Buddha (e.g. more authentic eastern versions). Is there a reason for this? Is this some Buddha other than Shakyamuni? When did he go from thin to fat in statues?

An earlier thread: Was Buddha really that fat?