在中国城市的动态城市形态绘制,基于当地气候区的方法
Hanguang Yu1, Yang Yang1, Jiyao Zhao2,3
1School of Information Engineering, China University of Geosciences, Beijing, 100083, China.
Scientific data
|January 30, 2025
概括
本研究介绍了使用本地气候区 (LCZ) 方案在中国绘制动态城市形态图. 新的数据集为追踪城市变化提供了高准确度,并支持气候研究.
科学领域:
- 城市形态学的城市形态.
- 环境科学环境科学
- 地理信息系统 (GIS) 是一个地理信息系统.
背景情况:
- 城市化显著改变了城市形式和自然景观,创造了复杂的形态.
- 地方气候区 (LCZ) 分类 (2012) 对于城市气候研究至关重要,但动态映射有限.
- 由于动态地图文献稀少,现有研究缺乏逐年城市更新研究.
研究的目的:
- 创建动态的,高分辨率 (100米) 城市形态地图,为中国主要城市从2000-2022年.
- 评估这些动态地图的准确性和一致性.
- 提供适合中国发展背景和城市气候研究的数据集.
主要方法:
- 使用本地气候区 (LCZ) 分类方案.
- 对绘图的各种培训规模进行了比较.
- 生成了跨越2000-2022年的动态城市形态地图,分辨率为100米.
主要成果:
- 在绘图方面实现了强大的跨年一致性.
- 城市形态变化测绘准确度超过70%.
- 结果与现有的LCZ数据集保持一致,并有效区分建筑高度和密度.
结论:
- 开发的动态LCZ数据集适合中国的城市发展.
- 这一数据集增强了城市形态监测能力.
- 这些发现促进了城市气候研究和对城市更新的理解.
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