Predicting springtime herbicide exposure across multiple scales in pacific coastal drainages (Oregon, USA)

•Slope, notified herbicide and clearcut activity predicted herbicide presence.•Landscape patterns can predict downstream pesticide exposure via simple indicators.•Watershed scale affects range of measured and predicted herbicide accumulation.•Modeling is a useful tool but is constrained by sample window and regional context.