Another approach is represetned by the ASL-Lex database (Caselli et al., 2016) which contains approximately 1000 ASL signs annotated (among other features) for iconicity ratings.
the ratings only reflect a degree of iconicity (on a 7 point scale) for the whole signs, and does not discuss iconic features.