Land use patterns significantly impact carbon emissions by influencing the extent of deforestation, urbanization, and agricultural practices. Areas cleared for agriculture release stored carbon into the atmosphere, contributing to climate change. Urban sprawl often leads to increased vehicle emissions and energy consumption, further exacerbating the situation. Understanding these patterns allows for better land management practices, such as promoting sustainable agriculture and reforestation efforts, which can reduce emissions. Furthermore, transitioning to more sustainable land use can help mitigate the effects of climate change by enhancing carbon sequestration.