this is a NYTims article basically indicating; while death penalty sentences are on the decline, new convictions are only in local county situations. Most convictions are not where expected. Seems a local county DA's office, on the path to get re elected, can still prove they are tough on other people's crimes by having a death convictions pending.

a recent NYTimes article:

associated research paper seems to be using 2004-2009 data