“This passage introduces the important impact of methane in the field of climate change. Experts have conducted in-depth research on various pathways of methane production by river microorganisms, explored environmental factors that affect their processes, summarized the current status of related technology applications, pointed out research shortcomings, and provided prospects for future research directions, providing new ideas and methods for the study of methane production by river microorganisms.”