[R] time series problem: time points don't match
Brad Patrick Schneid
bpschn01 at gmail.com
Thu Apr 1 19:35:56 CEST 2010
Hi,
I have a time series problem that I would like some help with if you have
the time. I have many data from many sites that look like this:
Site.1
date time level temp
2009/10/01 00:01:52.0 2.8797 18.401
2009/10/01 00:16:52.0 2.8769 18.382
2009/10/01 00:31:52.0 2.8708 18.309
2009/10/01 00:46:52.0 2.8728 18.285
2009/10/01 01:01:52.0 2.8716 18.245
2009/10/01 01:16:52.0 2.8710 18.190
Site.2
date time level temp
2009/10/01 00:11:06.0 2.9507 18.673
2009/10/01 00:26:06.0 2.9473 18.630
2009/10/01 00:41:06.0 2.9470 18.593
2009/10/01 00:56:06.0 2.9471 18.562
2009/10/01 01:11:06.0 2.9451 18.518
2009/10/01 01:26:06.0 2.9471 18.480
As you can see, the times do not match up. What I would like to do is be
able to merge these two data sets to the nearest time stamp by creating a
new time between the two; something like this:
date new.time level.1 temp.1 level.2 temp.2
2009/10/01 00:01:52.0 2.8797 18.401 NA NA
2009/10/01 00:13:59.0 2.8769 18.382 2.9507 18.673
2009/10/01 00:28:59.0 2.8708 18.309 2.9473 18.630
2009/10/01 00:43:59.0 2.8728 18.285 2.9470 18.593
2009/10/01 00:59:59.0 2.8716 18.245 2.9471 18.562
2009/10/01 01:13:59.0 2.8710 18.190 2.9451 18.518
2009/10/01 01:26:06.0 NA NA 2.9471 18.480
Note that the sites may not match in the # of observations and a return of
NA would be necessary, but a deletion of that time point all together for
both sites would be preferred.
A possibly easier alternative would be a way to assign generic times for
each observation according to the time interval, so that the 1st observation
for each day would have a time = 00:00:00 and each consecutive one would be
15 minutes later.
Thanks for any suggestions.
Brad
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