Why Warm Brown Shingles with Cream Siding Look Different Depending on North-South Exposure

https://www.golf-bookmarks.win/weathered-wood-shingles-warm-or-cool-undertones-a-practical-case-study

How roof color, exposure, and materials change energy use and curb appeal The data suggests roof color and orientation are not cosmetic choices only