Map** local climate zones for cities: A large review

F Huang, S Jiang, W Zhan, B Bechtel, Z Liu… - Remote Sensing of …, 2023 - Elsevier
The local climate zone (LCZ) system provides a universal classification mechanism for
urban and natural landscapes and plays an increasingly important role in urban climate …

A review of building extraction from remote sensing imagery: Geometrical structures and semantic attributes

Q Li, L Mou, Y Sun, Y Hua, Y Shi… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In the remote sensing community, extracting buildings from remote sensing imagery has
triggered great interest. While many studies have been conducted, a comprehensive review …

Leveraging Chinese GaoFen-7 imagery for high-resolution building height estimation in multiple cities

P Chen, H Huang, J Liu, J Wang, C Liu, N Zhang… - Remote Sensing of …, 2023 - Elsevier
Accurate building heights are essential to understand the mechanisms of urban systems and
provide new insights into research on infrastructure equality, urban environment, population …

Estimation of urban-scale photovoltaic potential: A deep learning-based approach for constructing three-dimensional building models from optical remote sensing …

L Yan, R Zhu, MP Kwan, W Luo, D Wang… - Sustainable Cities and …, 2023 - Elsevier
Building-integrated photovoltaics are increasingly used to build low-carbon buildings and
promote energy transition. However, the absence of three-dimensional (3D) building models …

Building height extraction from high-resolution single-view remote sensing images using shadow and side information

W Xu, Z Feng, Q Wan, Y **e, D Feng… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Extracting building heights from single-view remote sensing images greatly enhances the
application of remote sensing data. While methods for extracting building height from single …

[HTML][HTML] Combining ICESat-2 photons and Google Earth Satellite images for building height extraction

Y Zhao, B Wu, Q Li, L Yang, H Fan, J Wu… - International Journal of …, 2023 - Elsevier
Building heights are one of the crucial data for comprehending the functions of urban
systems. Employing optical remote sensing imagery, the shadow-based method is one of …

[HTML][HTML] Utilizing building offset and shadow to retrieve urban building heights with ICESat-2 photons

B Wu, H Huang, Y Zhao - Remote Sensing, 2023 - mdpi.com
Building height serves as an essential feature of urban morphology that provides valuable
insights into human socio-cultural behaviors and their impact on the environment in an …

Predicting building characteristics at urban scale using graph neural networks and street-level context

B Lei, P Liu, N Milojevic-Dupont, F Biljecki - Computers, Environment and …, 2024 - Elsevier
Building characteristics, such as number of storeys and type, play a key role across many
domains: interpreting urban form, simulating urban microclimate or modelling building …

[HTML][HTML] The SAR2Height framework for urban height map reconstruction from single SAR intensity images

M Recla, M Schmitt - ISPRS Journal of Photogrammetry and Remote …, 2024 - Elsevier
Recently, it was shown that a detailed reconstruction of urban height maps is possible from
single very high resolution (VHR) synthetic aperture radar (SAR) images with deep …

Inferring building height from footprint morphology data

C Stipek, T Hauser, D Adams, J Epting, C Brelsford… - Scientific Reports, 2024 - nature.com
As cities continue to grow globally, characterizing the built environment is essential to
understanding human populations, projecting energy usage, monitoring urban heat island …