Add emerging hotspots user guide notebook (fills slot 8)

Walks through building a synthetic dataset, running the analysis,
understanding the 17 trend categories, visualising results with
matplotlib, inspecting per-pixel time series, boundary modes, and
Dask integration.

Author: brendancol