This scientific study investigates how artificial intelligence (AI) and satellite remote sensing could work together to transform space resource management. As human activity in space continues to expand, the effective and sustainable utilization of celestial resources is of paramount importance. It begins by highlighting the evolution of space exploration and the growing interest in resource extraction beyond Earth's boundaries. It emphasizes the critical role of resource management for the success of future space missions.Advances in technology in recent times, including the implementation of in-situ resource utilization (ISRU) and self-governing mining systems, have significantly enhanced the possibility of extracting resources from celestial entities. While the economic feasibility of space mining is compelling, environmental concerns, sustainability, and intricate governance challenges necessitate careful examination.An approach for comprehending the complex field of space resource management is presented in this research. It delineates a clear roadmap of its content, offering a succinct summary of key objectives and sections, facilitating reader comprehension. The methodology includes a literature review of relevant research materials from Web of Science, Scopus, and Google Scholar sources. It investigates celestial bodies' resource potential, main challenges, and environmental implications.Preliminary contributions include one analysis of the potential applications of satellite remote sensing and AI technologies in mitigating these challenges, highlighting their pivotal roles in resource identification and management, proposing terrestrial solutions applicable to space resource management. The integration of AI into space resource management is discussed, emphasizing its potential to enhance safety protocols, resource allocation, and overall efficiency. Furthermore, it discusses international agreements and treaties governing space exploration and resource utilization while advocating for cooperation among space-faring nations and stakeholders. It concludes discussing the implications, benefits, challenges, areas requiring further attention, and future directions of integrating these technologies in space resource management.