The global landscape of climate action is rapidly evolving, with carbon credits emerging as a significant instrument in mitigating greenhouse gas emissions. These market-based mechanisms facilitate businesses and individuals to compensate their environmental footprint by investing credits generated from projects that remove carbon dioxide from the