[noun] + 以上に [verb (plain)] + 以上に [noun] + 以上の + [noun]
以上に means "more than", "beyond": the reality goes past a standard or an expectation. It follows a noun such as そうぞう想像, よそう予想 or ひつよう必要, or a plain verb, usually the past of おもう思う or きたい期待する.
Before a noun, に becomes の.
With a word like れいねん例年 (an average year) or ぜんかい前回 (last time), 以上に says things went further than they normally do.