Many resource‐oriented regions on plateaus (RORP) are facing the double threat of ecological destruction and resource exploitation. The traditional development mode will destroy fragile ecosystems in RORP, resulting in substantial environmental governance costs and environmental restoration difficulties. Therefore, realizing the sustainable development of these regions has become a major topic of interest. In this study, we designed a sustainable development mode, that is, “conservation mining‐ecological restoration‐substitute industries‐energy saving and emission reduction” (CESE), for RORP. The integration of the Integrated Valuation of Ecosystem Service and Tradeoffs (InVEST) model and the system dynamics (SD) model were used to evaluate and simulate the comprehensive effect and future trends of the sustainable development mode in the RORP. The evaluation and simulation results clearly show that through long‐term stable operation, this sustainable development mode can alleviate the double threat of the “unbridled development‐fragile ecosystem”(UDFE) and achieve synchronous growth of ecological, economic, and social benefits. Additionally, this study further proposes the potential risks of this mode and directions for iterative improvements, serving as goals of regional optimization and improvement in the future. The sustainable development mode of RORP proposed in this study has important theoretical significance and practical value for mitigating the double threat associated with the development of RORP.