The invention discloses an automatic meteorological station quality control method. Quality control is more accurately achieved through combination of multiple quality control algorithms; the quality control algorithms of an automatic meteorological station better meet localization requirements by adding the updating function of algorithm metadata. Compared with a traditional quality control algorithm, errors needed by prediction are greatly reduced, and prediction precision is improved.