北京测绘2025，Vol.39Issue(4)：403-411,9.DOI:10.19580/j.cnki.1007-3000.2025.04.001
"三生空间"视角下的空间优化研究综述
A review of spatial optimization from the perspective of"production-living-ecological spaces"
摘要
Abstract
Spatial optimization is an interdisciplinary field dedicated to the scientific and rational allocation of spatial resources,serving various research areas such as smart cities,land use,and traffic optimization.In recent years,with the rise of big data and artificial intelligence,multi-source geographic spatial big data has provided powerful data support for spatial optimization.The emergence of new technologies,such as geospatial artificial intelligence(GeoAI),has provided effective technical means to efficiently address spatial optimization problems.This paper reviewed and summarized optimization algorithms related to spatial optimization,and organized the application research of spatial optimization in different fields from the perspective of"production-living-ecological spaces".Based on research examples,the paper explored the application direction of spatial optimization research that integrates big data and artificial intelligence in the new era.Finally,the paper summarized the opportunities and challenges in the field of spatial optimization with the introduction of big data and artificial intelligence technologies.This review aims to provide references for future related research and promote the integration of new technologies and the development of spatial optimization research.关键词
空间优化/时空大数据/地理空间人工智能(GeoAI)/三生空间/大数据Key words
spatial optimization/spatiotemporal big data/geospatial artificial intelligence(GeoAI)/production-living-ecological space/big data分类
天文与地球科学引用本文复制引用
林致宇,谭永滨,杨凯.."三生空间"视角下的空间优化研究综述[J].北京测绘,2025,39(4):403-411,9.基金项目
自然资源部环鄱阳湖区域矿山环境监测与治理重点实验室开放基金(MEMI-2021-2022-24) （MEMI-2021-2022-24）
