How to converter the hourly data interval to 15-minutes interval using interpolate function of matlab?

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Usman Taya 2021-1-31

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回答： Walter Roberson 2021-1-31

I have one year temperature with hourly interval and I want to make it to 15 minutes interval. I try to use interpolate function of matlab but I wasn't able to do it sucessfully. Therefore Kindly help me to solve this issue.

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Answer 1

Walter Roberson 2021-1-31

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%when interp1 is strictly required:
%assuming uniform times
way2 = interp1(HourlyTemperature, 1:0.25:length(HourlyTemperature)+0.75, 'spline', 'extrap');
%not assuming uniform times
OutTimes = InputTimes(1) + minutes(15)*(0:length(InputTimes)*4-1);
way4 = interp1(InputTimes, HourlyTemperature, OutTimes, 'spline', 'extrap');
%when interp1 is not strictly required
%assuming uniform times, and Signal Processing Toolbox
way1 = resample(HourlyTemperature, 4, 1);
%not assuming uniform times, but with Signal Processing Toolbox
way3 = resample(HourlyTemperature, InputTimes, 1/(15*60));   %1/(15*60) Hz -> 15 minutes apart
%timetable, does not need Signal Processing or uniform times
way5 = retime( timetable(InputTimes(:), HourlyTemperature(:))), minutes(15) );

Decisions have to be made about whether you need the 15, 30, and 45 after the final hour reading; if so then you need extrapolation, and you would need to recheck whether the resample() methods extrapolate.

Watch out for how resample() initializes the buffer, which can affect edge readings.