(1) Colors> Grey Scale
(2) Colors > Increase Color Depth> 16 million
(3) Create a new empty layer
(4) Set the blend mode to Overlay
(5) Flood fill this new layer with any gradient or solid color

Want a more colorful rendition?
Eliminate the first two steps on those full color originals.