Comparative Analysis of Differences among Northern,Jiangnan,and Lingnan Classical Private Gardens Using Principal Component Cluster Method

This paper investigates the design essence of Chinese classical private gardens,integrating their design elements and fundamental principles.It systematically analyzes the unique characteristics and differences among classical private gardens in the Northern,Jiangnan,and Lingnan regions.The study examines nine classical private gardens from Northern China,Jiangnan,and Lingnan by utilizing the advanced tool of principal component cluster analysis.Based on literature analysis and field research,273 variables were selected for principal component analysis,from which four components with higher contribution rates were chosen for further study.Subsequently,we employed clustering analysis techniques to compare the differences among the three types of gardens.The results reveal that the first principal component effectively highlights the differences between Jiangnan and Lingnan private gardens.The second principal component serves as the key to defining the types of Northern private gardens and distinguishing them from the other two types,and the third principal component indicates that Lingnan private gardens can be categorized into two distinct types as well.

Brief History of Xu-style Garden: Private Gardens in Xuzhou during the Republic of China

Through literature review and fi eld investigation,famous private gardens in Xuzhou city and countryside during the Republic of China period were investigated.According to the main uses,the private gardens in this period were divided into 4 types:house garden,library garden,restaurant garden and for-profi t(fl owers,trees and vegetables)garden.In addition,this paper sorted out the owner of each private garden,the construction process,the scale of the garden and the general situation of the garden,and analyzed the idea,site selection,layout,the characteristics of the key private garden elements and style of these gardens.

Types and Characteristics of Chinese Gardens in the Later Mature Period

The development and evolution of Chinese gardens in the later mature period(the Qianlong-Xuantong period of the Qing Dynasty)were studied,and the types of gardens in this period were sorted out.Moreover,the characteristics of each type of representative gardens were analyzed,and the historical background,overall layout and gardening skills of various types of gardens in China in the period were summarized.Finally,the general characteristics of Chinese gardens in the later mature period were summarized.

Hanging Gardens in Modern High-Rise Apartment Buildings

Hanging gardens,which follow the concept of ecology and sustainable development, inherit the design ideas of many classic works in the history of afchitecture, ate an important means in improving tlie living envifonment of people when urban residential buildings in China afe graduaEy characterized by high density and high floor area ratio. Through the analysis of the origin and development of hanging gardens, author of this paper summarized three typical types of hanging gardens in higji-rise apartment buildings, analyzed advantages and factors affecting the design of hanging gardens,and concluded main design points of llie gardens. It is believed that in the process of planning, design, construction and management of tiie hanging gafdens in high-rise apartment buildings in China, demand characteristics of different use groups should be taken into account, much emphasis should be placed to service to people than, visual pursuit, and human behaviors should be combined with built environment, thereby achieving the blending of people and scenery.

Brief History of Xu-style Gardens in the Qin and Han Dynasties

This paper studied the gardening activities and characteristics of Xu-style gardens in the Qin and Han Dynasties by combining ancient literature with the study of Han Dynasty stone reliefs.The results showed that by Qin and Han Dynasties,the imperial(royal)gardens and private gardens in ancient Xuzhou had developed in parallel.Imperial(royal)gardens were built by or for vassal kings,First Emperor of Qin Dynasty,Emperor Gaozu of Han Dynasty Liu Bang,for example,Pei Palace,Yanqi Tai,Xima Tai,Hanzu Temple,Lingguang Palace of Lu and so on.As for private gardens,stone reliefs in medium or small tombs owned by the bigwigs or the rich were collected from ancient Xuzhou,and from which we can see clearly the development of private garden from the court,the yard to the garden,rich garden plants and animal species,garden architecture types such as hall,building,pavilion,platform,boat,corridor,gate,gatetower,ornamental column etc.,particularly,hanging waterside pavilion was a unique architectural form of Xu-style garden.These achievements showed that Xu-style garden architecture had been transformed from the pre-Qin incubation period to the generation period.

Aesthetic style transferring method based on deep neural network between Chinese landscape painting and classical private garden's virtual scenario

Most of the existing virtual scenarios built for the digital protection of Chinese classical private gardens are too modern in expression style to show the aesthetic significance of their historical period.Considering the aesthetic commonality between traditional Chinese landscape paintings and classical private gardens and referring to image style transfer,here,a deep neural network was proposed to transfer the aesthetic style from landscape paintings to the virtual scenario of classical private gardens.The network consisted of two parts:style prediction and style transfer.The style prediction network was used to obtain style representation from style paintings,and the style transfer network was used to transfer style representation to the content scenario.The pre-trained network was then embedded into the scenario rendering pipeline and combined with the screen post-processing method to realise the stylised expression of the virtual scenario.To verify the feasibility of this methodology,a virtual scenario of the Humble Administrator’s Garden was used as the content scenario andfive garden landscape paintings from different time periods and painting styles were selected for the case study.The results demonstrated that this methodology could effectively achieve the aesthetic style transfer of a virtual scenario.