It seems that in #Lightning you can no longer add a description for an image URL added to a Rich Text field. This is a requirement to align with section 508 requirements for visually impaired users mainly for published articles -  @Salesforce Knowledge User Group 

Please help upvote this Salesforce Idea:

https://success.salesforce.com/ideaView?id=0873A000000TvMkQAK