Methane capture technologies are evolving rapidly, allowing energy companies to reduce greenhouse gas emissions while increasing operational efficiency in natural gas extraction. New methods include advanced chemical absorption, cryogenic separation, and membrane technologies that significantly improve methane recovery rates. These innovations also provide economic benefits by converting methane into a usable energy source, reducing flaring, and contributing to sustainable industrial practices. Ongoing research focuses on scaling these technologies for both onshore and offshore operations, ensuring compliance with stricter environmental regulations and carbon reduction targets.