一个标准化的欧洲六边形网格数据集,基于OpenStreetMap的POI
Dakota Aaron McCarty1, Hyun Woo Kim1,2
1Department of Urban Policy & Administration, Incheon National University, 119 Academy-ro, Yeonsu-gu, Incheon 22012, South Korea.
Data in brief
|August 21, 2023
概括
本研究介绍了一个标准化的,大规模的欧洲兴趣点 (POI) 数据集,来自OpenStreetMap (OSM). 这一高效的数据集支持先进的城市和经济分析,并减少了计算需求.
科学领域:
- 城市研究 城市研究
- 地理信息科学 地理信息科学
- 空间分析 空间分析
背景情况:
- 兴趣点 (POI) 数据对于了解城市动态,社区需求和经济发展至关重要.
- 现有的POI数据集可以在计算上要求先进的建模.
- 需要标准化和高效的数据集,以便在城市研究中得到更广泛的应用.
研究的目的:
- 为欧洲大陆提供一个大规模的,标准化的 Point of Interest (POI) 数据集.
- 提高POI数据的效率,用于先进的空间建模和分析.
- 促进对经济活动,城市增长和文化机会的研究.
主要方法:
- 在OpenStreetMap (OSM) 中检索数据.
- 标准化和POI数据的六角格子.
- 聚合点数以减少数据大小,同时保持分辨率.
主要成果:
- 一个显著减少的数据集 (从7,218,304的988,575点) 与最小的分辨率损失.
- 数据集被优化为具有较低计算要求的高级建模.
- 能够对经济活动和景点进行详细的空间分布研究.
结论:
- 标准化的欧洲POI数据集为城市研究和空间分析提供了宝贵的资源.
- 数据集的效率允许在各种建模技术中得到更广泛的应用.
- 促进对区域经济健康,增长潜力和文化景观的更好理解.
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