How do I change these daily time series data to monthly?
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Hello, I have a daily time series data in an array of 81(rows) by 4748 (columns), the 81 rows represents the points at which the data (in their respective corresponding column) was measured (daily). Then I have another arrey of the Time, which is 4748 by 1 (a column matrix) consisting the dates, from January 1, 2005. I need guidance on how to turn these daily time series into monthly. Thank you.
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Walter Roberson
2019-1-22
Convert to timetable() objects and use retime()
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Walter Roberson
2019-1-27
dv = datevec(datenum('2005/01/01 12:00'):datenum('2017/12/31 12:00'));
monthnum = dv(:,1)*12 + dv(:,2);
relmonth = monthnum - monthnum(1) + 1;
nummonth = relmonth(end);
numpoints = size(duVq_hydl,1);
summarized = zeros(numpoints, nummonth);
for pointnum = 1 : numpoints
summarized(pointnum, :) = accumarray( relmonth, duVq_hydl(pointnum, :).', [], @mean );
end
summary_dates = datenum(2005, 1:nummonth, 1);
This is 156 months, not 157 months.
You were not clear as to what date format you wanted the summary dates to be, so I used serial date numbers.
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