A quantile-based encoder-decoder framework for multi-step ahead runoff forecasting

•Quantile-based encoder-decoder models proposed for probabilistic runoff forecasting.•Proposed models more accurate and reliable than benchmarks for 3 test catchments.•Wavelet selection can be used to improve forecast accuracy and reliability.•Model performance sensitive to precipitation forecast ac...

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