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The shortage of recorded hydrological data limits the assessment of long-term hydrological process and management of water resources in Xinjiang.Based on the assessment of the relationship between existing station data from the Kaidu River Basin and multiple sources of data including station data from Central Asia,the grid climatic data from Climatic Research Unit(CRU),the Coupled Model Inter-comparison Project Phase 3(CMIP3)and General Circulation Models(GCMs)dataset,this study seeks to reproduce the hydrological behavior of the basin.