During the late 15th and early 16th centuries, prior to extensive European colonization, various Native American cultures showcased distinct characteristics that reflected their adaptations to diverse environments. Understanding which specific culture was particularly noted for developing an extensive irrigation system can reveal insights into their societal complexity and ingenuity. Which of the following Native American cultures is best known for such sophisticated agricultural practices, particularly in relation to their irrigation techniques?