Diatom floras in the cores NP93 2 and NP95 1 from the Prydz Bay,Antarctica have been analyzed.Results show that Nitzschia curta and Talassiosira lentiginosa are the dominant species and N.kerguelensis and N.ritscheri are second dominant species in the core NP93 2,and N.kerguelensis,N.curta,Denticulopsis spp. and T.lentiginosa are frequent dominant species and Eucampia balaustium,T.antarctica and T.gracilis are common second dominant species in the core NP95 1,three and seven diatom assemblage zones can be divided respectively in above two cores. According to the N.curta/N.kerguelensis ratio and the 14 C dating,the author divided paleoclimate since 15 000 a B.C. into eight paleoclimatic zones:Ⅰ.Warm period of last glacier,Ⅱ.Heinrich Event 1,Ⅲ.Bolling Allerod,Ⅳ.Younger Dryas,Ⅴ.Warm period,Ⅵ.Suitable period,Ⅶ.Short period of low temperature,Ⅷ.Warm period.It's the first time to find the short period of low temperature of Holocene in Antarctica.