Salinity effect on CH4 emissions in coastal wetlands was added into CH4MODwetland.
Modeled seasonal CH4 variations corresponded well with observations in tidal marshes.
Modeled seasonal CH4 emissions agreed well with observations in coastal wetlands.
The improved model significantly increased model efficiency.
Previous regional/global CH4 estimations from wetlands may be overestimated.