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In this tutorial, we will learn how to compare simulated and observed precipitation data. Simulated precipitation is in the sdf file format, while observed precipitation is in the csv file format. Simulated precipitation represents model output, while observed precipitation comes from weather stations. The outcome will be an image showing simulated precipitation shaded in color with observed precipitation as overlay dots representing individual weather stations. The color bar represents both shaded regions and dot colors. To start, we need to load several libraries.