Marine dissolved organic matter (DOM) in the dark ocean (>200 m) contains a large refractory DOM (RDOM) pool (∼615 Pg carbon) similar in magnitude to the atmospheric CO 2 -C pool (Hansell, 2013). The RDOM pool is primarily formed during heterotrophic degradation of labile organic matter, which has a pronounced sensitivity to temperature (Brewer & Peltzer, 2017;Jiao et al., 2010;Shen & Benner, 2020). Since the 1960s, the ocean has exhibited an accelerated warming at all depths, with a discernable temperature increase in the global dark ocean (Cheng et al., 2017;Levitus et al., 2012). Thus, determining the temperature effect on microbial regulation of the oceanic RDOM pool is essential as its carbon exchange with the atmosphere is a potentially sensitive feedback mechanism to global climate change (Lønborg et al., 2020). However, detailed knowledge concerning the temperature sensitivity of the RDOM pool is still lacking (Lønborg et al., 2018).The semi-enclosed nature and distinctive geomorphology of dark marginal basins create unique ventilation and circulation patterns relative to the open ocean interior that strongly alter the export flux of degradable organic matter and oxygen utilization (