The statement that best explains the decline of the Ottoman Empire is: The military did not adopt modern artillery.
While various factors contributed to the decline of the Ottoman Empire, the failure to modernize and adapt military strategies and technology, including artillery, played a significant role in diminishing its power and effectiveness in battles against European powers.