Drought is one of the major factors affecting barley production. Identification of drought resistance of barley resource at maturity stage, could provide and their associating indexes a basis for breeding drought-resistant cultivars. Field experiments were carried out in Wuwei city, Gansu province, in 2016 and 2017, where the average rainfall during the main water requirement period is less than 40 mm. thirty barley resource under measured normal irrigation and drought stress were used to measured plant height, spike length, tiller number, grain number per plant, grain weight per plant, grain number per spike, 1000-grain weight and yield of barley. Drought resistance comprehensive evaluation value (D-value), comprehensive drought resistance coefficient (CDC-value), weight drought resistance coefficient (WDC-value), correlation analysis, frequency analysis, principal component analysis, grey relational analysis, subordinate function analysis, clustering analysis, and stepwise regression analysis were combined to identify the drought resistance and to screen drought resistance indexes of tested resource at mature period. Drought stress had significant effects on all measured indexes. Frequency analysis showed that the sensitivity of each index to drought stress was yield, plant height, grain weight per plant, spike length, grain number per plant, tiller number, grain number per spike and 1000-grain weight. The yield was very significantly and positively correlated with plant height, spike length, tiller number, grain number per plant and grain weight per plant, and significantly and positively correlated with grain number per spike, but not correlated with 1000-grain weight. Principal component analysis showed that five principal components could represent 86.39% of the original data information of barley drought resistance. The ranks of drought resistance based on the D-value, CDC-value, and WDC-value were similar. Grey relational analysis showed that the correlation degree between DC-value of all indexes and D-value in turn for yield, grain weight per plant, grain number per plant, spike length, plant height, tiller number, grain number per spike and 1000-grain weight, the correlation degree between DC-value of all indexes and WDC-value in turn for grain weight per plant, yield, grain number per plant, tiller number, spike length, grain number per spike, plant height and1000-grain weight, According to D-value clustering analysis, tested barley materials were divided into five drought resistance grades, in which five were in grade 1, one was in grade 2, eleven were in grade 3, ten were in grade 4, and three were in grade 5. Except for tiller number and 1000-grain weight, the subordinate function values, CDC-values, D-values, and WDC-values of other indicators were increased with increase of drought resistance grades. Stepwise regression analysis showed that plant height, Spike length, tiller number, grain number per plant, grain weight per plant, grain number per spike, 1000-grain weight and yield were closely related to the D-value. Drought stress had significant effects on all indexes of barley resources at mature period. D-value was determined as an appropriate index for drought resistance identification. Ganpi 7, Z06-278-9, MERIT, NEVADA, and Xizang 25 were identified as drought resistant barley materials at mature period, which could provide basic materials for the researches on cultivar breeding, drought resistant mechanism, and regulation and alleviation mechanism of drought resistance in barley. The spike length, grain number per plant, grain weight per plant, grain number per spike and yield could be used as the simple and intuitive identification indexes of drought resistance in barley resources at mature period.