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With the rapid development of economy, China's urbanization process is accelerated. As major urban cluster center, Guangdong-Hong Kong-Macao Greater Bay Area is regarded as one of the most representative areas with the highest openness and the strongest economic vitality. Under the background of new era, main purpose of making development strategy of the Greater Bay Area is to build a world-class city cluster with great vitality, and establish a world-class science and technology innovation center with great influence. It also lays a good foundation for strengthening the construction of the belt and road initiative in China, and improves quality of life in the cooperation zone between the mainland and Hong Kong and Macao. Under the background, the tourism industry has new challenges, and the tourism spatial structure should be more closely linked. In this paper, tourism spatial structure of 9+2 urban agglomeration in the Greater Bay Area is taken as core research objective, and tourism resource of the urban agglomeration, and development of tourism economy and perfect transportation network in each city are analyzed. According to research results, the targeted suggestions and optimization methods are obtained. [ABSTRACT FROM AUTHOR]