The most relevant explanation for the decline of the Ottoman Empire from the options provided is:
The military did not adopt modern artillery.
This reflects the broader issue of military stagnation and failure to modernize compared to European powers, which played a significant role in the empire's decline. The other options do not accurately explain the decline of the Ottoman Empire.