With the increasing threat of climate change, weather events are expected to become more severe. Amongst the most understudied is the impact of compound events, in particular in relation to storms and extreme wind. Therefore, this PhD project will focus on the impact of these compound events, with a focus on wind(throw) on important forest ecosystems, which are not only vital to mitigate climate change, but also (local) economies. Integrating both field validation with remote sensing and machine learning modelling, the aim of this project is thus to produce tangible management to mitigate and adapt to the impact of climate change in the future.