How can I smooth a time series using splines

I have a time series with noisy data, but a clear seasonal signal. I want to remove the noise and then calculate the linear trend of the smoothed data. Previous published works have used splines so I would like to give this a try, but the Matlab examples don't work on my data set.

Answer 1

[Janet Reimer]

Example of the data...