When looking for relationships between climatic variables (and vegetation cover, of course), linear based methods may produce unsatisfactory results, considering we are dealing with nonstationary signals. However, I recommend using wavelet-based tools such as XWT and WTC.
Check the link below;
Article Spatial-temporal changes in vegetation cover in a typical se...