The Earth can be thought of as an anode, and the Sun - as a cathode. But the Earth as an electron source is obviously different than a van de Graaff generator, hence possible differences in current it produces.
You won't be able "to run around charged for weeks", because as soon as you contact a conductive surface or +charge careers, you drain the accumulated surface electrons.