Not all foods can be stored in the refrigerator. You are probably damaging these foods thinking that they will last longer in the dark cold fridge, ignoring the fact that they cannot handle low temperatures.
The cold can ruin their flavor, as they can absorb smells surrounding them. This applies to all kinds of nuts.
The cold seems to hinder their ripening process. Avocados ripen best at room temperature.