AbstractObjectivePopulation demographics of trout were analyzed across multiple spatial scales to evaluate fishery resources in the three forks and main stem of the upper Snoqualmie River, Washington. Physical habitat and trout species compositions, relative abundances, and sizes were assessed through spatially continuous sampling of the watershed. Fish were also sampled at the segment scale (5–20 km) for more detailed but spatially intermediate assessments of species and genetic origin, size at age, and seasonal diet. To evaluate growth conditions during summer months, bioenergetics simulations of consumption by trout were run using summer water temperatures, and growth and diets were sampled at two life stages.ResultWe found high variability in longitudinal species compositions, genetic origins, relative abundances, and densities within and among forks. While annual growth generally decreased with distance upstream, summer growth efficiency consistently increased. Areal density estimates of age‐0 recruits in the North and Middle forks generally increased with segment elevation, whereas density of recruits was relatively low in upper elevations of the South Fork, where nonnative Westslope Cutthroat Trout Oncorhynchus clarkii lewisi were most abundant. Abundance of trout varied widely among the forks, and a native metapopulation of Coastal Cutthroat Trout Oncorhynchus clarkii clarkii was the most abundantly distributed species across interconnected main‐stem habitats.ConclusionFactors affecting population demographics of trout at the riverscape scale included geologic barriers, habitat diversity, and stocking practices, while summer growth was primarily affected by water temperature. Merging riverscape‐ and intermediate‐scale sampling enhanced watershed‐scale inferences made from intermediate sampling while accounting for continuous variability. This design provided a holistic assessment of the trout resources that would not have been possible using either site‐specific sampling or continuous longitudinal surveys and provided a baseline assessment of trout resources in the upper Snoqualmie River watershed for continued management and conservation of the fishery.