China’s largest oil fields are the stuff of Communist Party folklore, but today they’re potent symbols of the challenges facing China’s energy industry.

Significant falls in the first half of this year at China’s biggest-producing oil fields -- Daqing, Shengli, and Changqing -- have solidified a moment anticipated by the global energy industry: Oil production in China is in long-term decline.

The...