GLAMOUR:全球建筑MORPHOLOGY数据集用于城市水气候建模
Ruidong Li1,2, Ting Sun3, Saman Ghaffarian4
1Department of Hydraulic Engineering, Tsinghua Univeristy, Beijing, China. lrd19@mails.tsinghua.edu.cn.
Scientific data
|June 12, 2024
概括
一个新的全球数据集,GLAMOUR,使用开源的Sentinel图像提供准确的建筑高度和足迹数据. 这种资源有助于城市气候模拟和可持续城市规划.
科学领域:
- 地理空间科学 地理空间科学
- 城市气候学 城市气候学
- 遥感 遥感 遥感 遥感
背景情况:
- 精确的城市建筑形态对于模拟水气候动态至关重要.
- 现有的全球数据集缺乏实际的可访问性和详细的分辨率.
- 需要对城市结构提供可靠的开源数据.
研究的目的:
- 介绍GLAMOUR,这是一个关于全球建筑形态学的新型数据集.
- 以高分辨率提供平均建筑高度和足迹数据.
- 为了实现改善城市气候建模和可持续城市规划.
主要方法:
- 利用开源的Sentinel卫星图像来获取数据.
- 开发了一种以0.0009°分辨率捕捉建筑高度和足迹的方法.
- 在18个不同的全球城市验证了数据集的准确性.
主要成果:
- 的数据集提供城市建筑形态的全球覆盖范围.
- 实现了高精度,平均RMSE高度为7.5米,足迹为0.14米.
- 与现有的建筑形态数据集相比,表现出卓越的性能.
结论:
- GLAMOUR为研究和政策提供关键的3D建筑结构信息.
- 该数据集有助于生成3D模型和进行城市形态分析.
- 能够进行精细的水气候模拟,危险评估和气候适应性城市发展.
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