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Knowledge of past climatic variability for the Tibetan Plateau (TP), especially the northwestern part of it, is still limited due to the lack of long-term meteorological records. Within this study, we developed a summer (June-July) minimum temperature reconstruction since 1681 based on annual tree-ring width of Schrenk's spruce (Picea schrenkiana Fisch. et Mey.) from a humid timberline on the western Kunlun Mountains. Our reconstruction passed the statistical calibration and validation tests, and accounted for 37.69% of the variance for the instrumental record during the period 1960-1996. The reconstruction mainly exhibited annual to decadal temperature variability, with cold periods in 1694-1696, 1745-1749, 1823-1824, and 1915-1921, and warm periods in 1755-1760, 1795-1799, and 1894-1896. Spatial correlations and comparisons with the Asia summer temperature reconstructions further verified our temperature reconstruction and its capability to serve as a proxy for large-scale temperature variability on the northwestern TP. Our results clearly indicate the great potential to perform dendrochronological studies on the western Kunlun Mountains.