Artificial Intelligence in Landscape Architecture

IF 1.3 0 ARCHITECTURE
Phillip Fernberg, B. Chamberlain
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引用次数: 0

Abstract

The use of artificial intelligence (AI) is becoming increasingly common in landscape architecture. New methods and applications are proliferating yearly and are being touted as viable tools for research and practice. While researchers have conducted assessments of the state of AI-driven research and practice in allied disciplines, there is a knowledge gap for the same in landscape architecture. This literature review addresses this gap by searching and evaluating studies specifically focused on AI and disciplinary umbrella terms (landscape architecture, landscape planning, and landscape design). It includes searches of academic databases and industry publications that combine these umbrella terms with the main subfields of artificial intelligence as a discipline (machine learning, knowledge-based systems, computer vision, robotics, natural language processing, optimization). Initial searches returned over 600 articles, which were then filtered for relevance, resulting in about 100 articles that were reviewed in depth. The work highlights trends in dissemination, synthesizes emergent AI-Landscape (AI-LA) themes, and argues for unifying dissemination and compilation in research and practice so as not to lose relevant AI-LA knowledge and be caught off guard in the built environment profession’s next technological leap.
园林中的人工智能
人工智能(AI)在景观建筑中的应用越来越普遍。新的方法和应用每年都在激增,并被吹捧为研究和实践的可行工具。虽然研究人员对相关学科中人工智能驱动的研究和实践的状况进行了评估,但在景观建筑领域也存在知识差距。这篇文献综述通过搜索和评估专门针对人工智能和学科总括术语(景观建筑、景观规划和景观设计)的研究来解决这一差距。它包括对学术数据库和行业出版物的搜索,将这些总括性术语与人工智能作为一门学科的主要子领域(机器学习、基于知识的系统、计算机视觉、机器人、自然语言处理、优化)相结合。最初的搜索返回了600多篇文章,然后对其相关性进行了筛选,结果产生了大约100篇文章进行了深入审查。该作品突出了传播趋势,综合了新兴的人工智能景观(AI-LA)主题,并主张在研究和实践中统一传播和汇编,以免失去相关的AI-LA知识,在建筑环境行业的下一次技术飞跃中措手不及。
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来源期刊
Landscape Journal
Landscape Journal ARCHITECTURE-
CiteScore
0.90
自引率
0.00%
发文量
14
期刊介绍: The mission of landscape architecture is supported by research and theory in many fields. Landscape Journal offers in-depth exploration of ideas and challenges that are central to contemporary design, planning, and teaching. Besides scholarly features, Landscape Journal also includes editorial columns, creative work, reviews of books, conferences, technology, and exhibitions. Landscape Journal digs deeper into the field by providing articles from: • landscape architects • geographers • architects • planners • artists • historians • ecologists • poets
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