This study examines the spatial and temporal patterns in methane (CH4) levels over the Indian subcontinent from 2003 to 2015 using data from the SCIAMACHY and GOSAT satellites. Spatial mapping of methane concentrations reveals regional variations and potential hotspots. According to this study, a higher portion of the methane in the environment originates from the Indo-Gangetic (IGP) or eastern portions of India due to a more dense population, more agricultural activities, the presence of more livestock, and a remarkable number of industries. A more thorough understanding of methane dynamics is made possible by combining high-resolution SCIAMACHY and sounder-based GOSAT data, which offers crucial insights into the intricate interplay of natural and human causes. This study highlights the need for ongoing monitoring in addressing climate change challenges and offers crucial new insights into environmental management.