joc3906-sup-0001-AppendixS1.docxPDF document244KAppendix S1. Backward stepwise regression.
joc3906-sup-0002-AppendixS2.docxPDF document21KAppendix S2. ASD method.
joc3906-sup-0003-AppendixS3.docxPDF document21KAppendix S3. GLM method.
joc3906-sup-0004-AppendixS4.docxPDF document20KAppendix S4. Downscaled daily rainfall distributions based on monthly data at S44 station.
joc3906-sup-0005-FigureS1.docxPDF document159KFigure S1. Downscaled daily rainfall distribution by ASD and KNN-BNN method which only applied for December during verification period at S44.
joc3906-sup-0006-FigureS2.docxPDF document83KFigure S2. Comparison of performances among KNN-BNN model for June and August rainfall downscaling at S44 based on both full-year and individual-month data. 1 and 2 denote the June and August, respectively; a, b and c denote the Mean, Standard Deviation (STD) and 90th percentile rainfall amount (PERC90), respectively; APE–I and APE–F denote the absolute percentage error (APE) for individual month and full year, respectively. The APE values are calculated based on mean value and observed value.

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