China is the world’s largest agricultural country and is also deeply affected by extreme weather. Water infrastructure is a promising solution to improve the climate adaptability of the agricultural industry. This paper aimed to explore the above adaptive processes of the agricultural industry from a resilience perspective. By building a multi-level system dynamics (SDs) model, we assessed the development of the agricultural industry and water infrastructure, predicted the future resilience development trend, identified the key influencing factors, and simulated the effectiveness of different water infrastructure measures. The results show that (1) water infrastructure involving various climate adaptation measures significantly promotes the development of the agricultural industry. (2) Agricultural output, water infrastructure investment, and other fixed asset investments strongly improve resilience, and the impact of the crop planting area is limited. (3) The resilience level is higher under the eco-friendly water conservation scenario than in the water supply security scenario and flood disaster prevention scenarios. Such information will promote the sustainable development of the agricultural industry and future climate adaptation policy-making.
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