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Moreover, (d) a significant expansion of warm-water periods is observed in these systems over recent decades. Our results demonstrate a notable warming influence on mountain rivers, with significant differences in warming rates across months, including winter, not just summer. This implies a persistent shift in the ecological timing within mountain river systems due to ongoing atmospheric temperature increases. This study further emphasizes that, in addition to a general warming trend, shifts in seasons, changes in extreme temperatures, and the expansion o