Week 4: More on Quality Control, Interpolation, and Regridding

This week we’ll continue our work on understanding methods of data quality control and dealing with outliers in time series data. We’ll also cover the major Python packages which allow us to perform interpolation on datasets, including regridding of multi-dimensional data.

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Topics We Will Cover:

• Data gridding and regridding
• Data quality control and outliers

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Lecture Slides (10/18)

Lecture Slides (10/20)

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Suggested Readings

• Esmaili chapter 8, “Gridding Operations”
• Time Series Analysis
• Histograms in Python