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The dynamic monitoring and quantitative evaluation of the continuous development ability of coastal cities will help to keep the continuous development of coastal cities on the right track. Therefore, it is of great practical value to carry out the research on the continuous development ability of coastal cities and the spatial-temporal differentiation pattern. Based on this, this paper first introduces the definition and evaluation methods of the continuous development ability of coastal cities, then studies the time and space differentiation characteristics of the continuous development of coastal cities, and finally analyzes the spatial correlation of the continuous development ability of coastal cities.