Assuming you have a time series of precipitation data sampled every 15 minutes, you can use linear interpolation to obtain a 5-minute time series of precipitation data as follows:
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In this example, datetime
function is used to generate a time series spanning the last 24 hours, sampled every 15 minutes. The interp1
function is used to interpolate the precipitation values to a new time axis with 5 minute intervals, using linear interpolation. Finally, the interpolated precipitation data is plotted along with the original data for comparison.
Note that the result of the interpolation depends on the characteristics of the original data, and different interpolation methods may be more appropriate in some cases.
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