Long-term variations of water quality (WQ) of Jiaozhou Bay (JZB) were analyzed. Key control indicators (KCIs) of WQ of JZB were identified by multiple approaches. Land-based pollution inputs and land reclamation were the two KCIs of WQ of JZB. Land-based pollution inputs and land reclamation have a joint effect on WQ of JZB.