Color schemes in reports are crucial for readability and aesthetic appeal. They can be chosen based on contrast, harmony, and the specific information being presented. Popular color palettes for reports include monochromatic, complementary, triadic, and analogous schemes. Tools like Adobe Color or Coolors can help in creating custom color schemes.