For more than 10 million years (âŒ272â260 Ma), the Middle Permian underwent periodic episodes of vigorous upwelling and massive organic matter burial along the west coasts of continents, as testified by the abundant black chert-mudstone records. However, less attention has been paid to the palaeoclimatic-palaeoceanographic evolution in this upwelling area and its relationship with the mechanisms of coeval organic matter accumulation. To better understand this scenario, multiple geochemical analyses were performed on organic-rich deposits of the Gufeng Formation of the Lower Yangtze region. Our results showed that the Middle Permian climatic conditions gradually shifted from warm-humid to hot-humid. Comprehensive geochemical analyses using multiple proxies suggested that the study area was characterised by a hybrid palaeoceanographic system influenced by both upwelling and restriction. The coupled climatic-oceanic evolution went through four stages. The Roadian stage was characterised by gradually enhanced upwelling but relatively oxic conditions and low productivity; the Wordian-early Capitanian stage was marked by the alternating development of perennial and seasonal upwelling with higher productivity and anoxic-euxinic conditions; the early-middle Capitanian stage was distinguished by an intermittent seasonal upwelling with relatively decreased productivity and weak anoxic conditions; the middle Capitanian stage immediately after the deposition of the Gufeng Formation transitioned from a transient-restricted condition to a weak upwelling setting and was dominated by extremely low productivity and suboxic conditions. Further studies on these organic-rich sediments show that the integration of biological productivity, redox conditions, detrital inputs, and hydrographic restrictions under coupled climatic-oceanic forcing could have had a complex influence on their formation. In this upwelling setting, organic matter accumulation is dominated by changes in both upwelling-driven primary productivity and oxygen minimum zone-related reducing conditions, but to a lesser extent by the dilution of climate-influenced detrital inputs.