A study of the Yangtze River revealed that labile dissolved organic matter and nitrogen inputs significantly influence the spatiotemporal variations of dissolved greenhouse gases, with observed concentrations lower than the global average but showing an increasing trend in N2O levels from 2004 to 2018, underscoring their importance in global GHG emissions and budget estimations.