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A global product of 150-m urban building height based on spaceborne lidar

  • Xiao Ma
  • , Guang Zheng*
  • , Chi Xu*
  • , L. Monika Moskal
  • , Peng Gong
  • , Qinghua Guo
  • , Huabing Huang
  • , Xuecao Li
  • , Xinlian Liang
  • , Yong Pang
  • , Cheng Wang
  • , Huan Xie
  • , Bailang Yu
  • , Bo Zhao
  • , Yuyu Zhou
  • *此作品的通讯作者
  • Nanjing University
  • University of Washington
  • The University of Hong Kong
  • Peking University
  • Sun Yat-Sen University
  • China Agricultural University
  • Wuhan University
  • Chinese Academy of Forestry
  • CAS - Aerospace Information Research Institute
  • Tongji University

科研成果: 期刊稿件文章同行评审

摘要

Urban building height, as a fundamental 3D urban structural feature, has far-reaching applications. However, creating readily available datasets of recent urban building heights with fine spatial resolutions and global coverage remains a challenging task. Here, we provide a 150-m global urban building heights dataset around 2020 by combining the spaceborne lidar (Global Ecosystem Dynamics Investigation, GEDI), multi-sourced data (Landsat-8, Sentinel-2, and Sentinel-1), and topographic data. The validation results revealed that the GEDI-estimated building height samples were effective compared to the reference data (Pearson’s r = 0.81, RMSE = 3.58 m). The mapping product also demonstrated good performance, as indicated by its strong correlation with the reference data (Pearson’s r = 0.71, RMSE = 4.73 m). Compared with the currently existing datasets, it holds the ability to provide a spatial resolution (150 m) with a great level of inherent details about the spatial heterogeneity and flexibility of updating using the GEDI samples as inputs. This product will boost future urban studies across many fields, including environmental, ecological, and social sciences.

源语言英语
文章编号1387
期刊Scientific Data
11
1
DOI
出版状态已出版 - 12月 2024

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