Biofuel generation has emerged as a significant strategy in the global effort to mitigate climate change, primarily due to its potential to reduce greenhouse gas (GHG) emissions, promote energy security, and foster sustainable development. Biofuels are derived from organic materials such as crops, agricultural residues, forestry waste, and other biological matter. Unlike fossil fuels, which release carbon that has been stored underground for millions of years, biofuels are considered more carbon-neutral because the carbon dioxide (CO₂) emitted during their combustion is roughly equivalent to the CO₂ absorbed by the plants during their growth. This closed carbon cycle significantly lowers net greenhouse gas emissions, making biofuels an effective tool in climate change mitigation. One of the key advantages of biofuel generation lies in its ability to reduce dependence on fossil fuels. The combustion of fossil fuels such as coal, oil, and natural gas is the largest contributor to anthropogenic greenhouse gas emissions, primarily in the form of CO₂. Transitioning to biofuels can directly displace fossil fuel use in transportation, electricity generation, and heating. For instance, bioethanol and biodiesel can replace gasoline and diesel in vehicles, while biomass power plants can generate electricity without relying on coal. By substituting fossil fuels with biofuels, overall carbon emissions are lowered, contributing to the reduction of the global carbon footprint. This transition also helps countries achieve their Nationally Determined Contributions (NDCs) under the Paris Agreement, thereby reinforcing international climate commitments. Moreover, biofuel generation has the potential to utilize waste materials and non-food crops, minimizing competition with food production while promoting circular economy practices. Agricultural residues such as corn stover, rice husks, sugarcane bagasse, and forestry waste can be converted into second-generation biofuels, reducing the environmental impact associated with traditional biomass burning and waste disposal. By converting these residues into energy, carbon emissions from decomposition and open burning are prevented, further aiding in climate mitigation. In addition, the use of energy crops that grow on marginal lands unsuitable for food production ensures that biofuel generation does not compromise food security while contributing to sustainable energy systems. Another significant aspect of biofuel generation is its role in reducing air pollutants alongside greenhouse gases. While biofuels are not entirely emission-free, their combustion generally produces lower amounts of sulfur oxides