Snow accumulation is critical for water availability in the Northern Hemisphere, raising concern that global warming could have important impacts on natural and human systems in snow-dependent regions. Although regional hydrologic changes have been observed, the time of emergence of extreme changes in snow accumulation and melt remains a key unknown for assessing climate-change impacts.