Green Spaces in Urban Environments: Network Planning of Plant Species Composition

被引:1
|
作者
Mityagin, Sergey [1 ]
Kopyt, Nikita [1 ]
Shmeleva, Irina A. [1 ]
Malysheva, Sofia [1 ]
Malysheva, Ekaterina [2 ]
Antonov, Aleksandr [1 ]
Sokol, Aleksey [1 ]
Zakharenko, Nikita [3 ]
Churiakova, Tatiana [1 ]
Budennyy, Semen A. [3 ]
Boukhanovsky, Alexander V. [1 ]
机构
[1] ITMO Univ, Inst Design & Urban Studies, Kronverksky Prospect 49, St Petersburg 197101, Russia
[2] Sci Res Inst Perspect Urban Dev, Italiyanskaya St 4, St Petersburg 197342, Russia
[3] Sberbank, Dept Data Sci, AI Lab, Vavilova St 19, Moscow 117997, Russia
关键词
landscaping planning; knowledge base; composition; plant species base; recommendation system; decision support; network modeling; PATTERNS; CITIES;
D O I
10.3390/su152014905
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The article deals with the problem of automation and decision-making support in forming sustainable assortments of plant species for landscaped areas of cities, taking into account environmental factors, conditions of growing, properties of plant species, and landscaping practices adopted in the region. The automation of plant species and composition planning for planted territories requires formation of a knowledge base and output algorithms, as well as consideration of specific landscaping practices and techniques adopted in the region. It also requires the application of new modeling methods in combination with methods of spatial analysis, which together with the database of available regional plant species forms a recommendation system and provides decision support in the tasks of landscaping for city planners. The feature of the proposed method based on network analysis is the combination and composition of plant species, as well as the properties of invasive species, which require the use of graph models to form a knowledge base. The proposed method can be useful for forming sustainable assortments of plant species for landscaping squares, boulevards, small courtyards in the city, technical areas and other cases that do not involve the creation of individual complex landscape design. As part of the testing of the proposed method, the authors have formed a unique information base of species. The use of such a database, together with the method of selecting the species composition based on their resistances and interspecies compatibility will ensure the expansion of the diversity of species in the created ecosystem, which will make green areas more resistant to external anthropogenic factors and diseases, as well as preventing the spread of species invasive to the region.
引用
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页数:22
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