Two experiments were conducted to betterunderstand the practical applications of reflectance values and how instrumentalmeat color measurements are interpreted. In experiment 1, L*, a*,and b* values and various reflectance traits of the Farnsworth Munsell85-Hue tiles were measured. Incremental changes of the tiles were used topredict changes in a* values and other color variables that can be seenby a trained visual panel. Regression analysis suggests that trained paneliststhat pass the Farnsworth Munsell Hue test can discriminate a change of 0.95 in a*,0.9 in b*, and 2.54 in hue angle values when Illuminant A is used. Inexperiment 2, ground beef was assigned randomly to 1 of 36 combinations of 3 storagetemperatures, 4 storage times and 3 display temperatures to create a variety ofsurface colors. A 10% change in ground beef metmyoglobin content correspondedto 3.2 units of a* (R2 = 0.95). Of all the instrumentalmeasurements, a* (r = -0.97) and chroma (r = -0.97) best represented thered color intensity that panelists saw on the surface of ground beef. Significantsurface discoloration occurred at 37.1% metmyoglobin and an a* value of25.4 (with Illuminant A). Using a five-point visual lean color scale, thechange required in a* value for a unit change visual color score was 4.6.In conclusion, a* and chroma are highly related with visual colorscores and changes in metmyoglobin, and a change in a* of 0.95 can beobserved by visual panelists that have passed the Farnsworth Munsell test.