Ok, here is the trig polynomial. First get rid of the inner structure with a little unprofessional hand testing
Graphics[{Line[pts[[Last[sTour]]]], {Red,
Disk[pts[[Last[sTour][[1]]]], 7]}, {Blue,
Disk[pts[[Last[sTour][[4170]]]], 10]}, {Green,
Disk[pts[[Last[sTour][[1028]]]], 7]}}]

showing the outline is approximately
Clear[sOak]
sOak = Join[Take[Last[sTour], {1, 1028}], Take[Last[sTour], {4170, Length[Last[sTour]]}]];
Graphics[Line[pts[[sOak]]]]
Now one makes usage of Michael Trott's blog post Making Formulas
for EverythingFrom Pi to the Pink Panther to Sir Isaac Newton. Copied the relevant functions right off the CDF file of this post, calling them
fCs = fourierComponents[{pts[[sOak]]}, "OpenClose" -> Table["Closed", {Length[{pts[[sOak]]}]}]];
ParametricPlot[Evaluate[makeFourierSeries[#, t, 100] & /@ Cases[fCs, {"Closed", _}]], {t, -Pi, Pi}]
and the result is

pretty well shaped, I would say; and this is the Fourier series
Short[makeFourierSeries[#, t, 100] & /@ Cases[fCs, {"Closed", _}], 20]
must be given as picture because of the box formatting issues

Without Michael's functions you have a really bad time; most other explanations all over the web do not work very well.
Have fun with your family fête - the notebook is appended.
Consider to include the leaf curves into WolframAlpha if this is something people like to do at this time in the year.
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