Complex sentence: Initially, the supplement featuring the fictitious archipelago was to be a single page, but the newspaper realized that a larger, more in depth review would generate greater revenue in the form of advertising.
Split into simpler sentences: Initially, the supplement featuring the fictitious archipelago was to be a single page. However, the newspaper realized that a larger, more in-depth review would generate greater revenue in the form of advertising.