Mapping 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 …

Highly accurate energy consumption forecasting model based on parallel LSTM neural networks

N Jin, F Yang, Y Mo, Y Zeng, X Zhou, K Yan… - Advanced Engineering …, 2022 - Elsevier
The main challenges of the energy consumption forecasting problem are the concerns for
reliability, stability, efficiency and accuracy of the forecasting methods. The existing …

[PDF][PDF] How well does the local climate zone scheme discern the thermal environment of Toulouse (France)? An analysis using numerical simulation data

YT Kwok, R Schoetter, KKL Lau, J Hidalgo… - Int. J …, 2019 - web5.arch.cuhk.edu.hk
To build healthy, resilient, and climate-responsive cities, planners need ways to understand
the local complexities of urban thermal climates. To assist in meeting this need, this study …

[PDF][PDF] 局地气候分区框架下城市热岛时空分异特征研究进展

江斯达, 占文凤, 杨俊, 刘紫涵, 黄帆… - ACTA …, 2020 - researching.cn
局地气候分区(LCZ) 框架自2012 年提出以来, 在城市热岛研究领域备受重视, 但目前对LCZ
框架下城市热岛(简称LCZ 城市热岛) 时空分异特征仍缺乏系统性总结. 本文以统计和“荟萃分析” …

Pathway using WUDAPT's Digital Synthetic City tool towards generating urban canopy parameters for multi-scale urban atmospheric modeling

J Ching, D Aliaga, G Mills, V Masson, L See… - Urban Climate, 2019 - Elsevier
Abstract The WUDAPT (World Urban Database and Access Portal Tools project goal is to
capture consistent information on urban form and function for cities worldwide that can …

A geoprocessing framework to compute urban indicators: The MApUCE tools chain

E Bocher, G Petit, J Bernard, S Palominos - Urban climate, 2018 - Elsevier
A growing demand from urban planning services and various research thematics concerns
urban fabric characterization. Several projects (such as WUDAPT) are currently lead in the …

Deep learning-based urban morphology for city-scale environmental modeling

P Patel, R Kalyanam, L He, D Aliaga, D Niyogi - PNAS nexus, 2023 - academic.oup.com
Herein, we introduce a novel methodology to generate urban morphometric parameters that
takes advantage of deep neural networks and inverse modeling. We take the example of …

Application and future of local climate zone system in urban climate assessment and planning—Bibliometrics and meta-analysis

H Zhang, J Bai, J Zhao, F Guo, P Zhu, J Dong, J Cai - Cities, 2024 - Elsevier
In recent years, the concept of Local Climate Zone (LCZ) has been widely used in various
cross-cutting areas of urban climate planning and has the potential to become a generalized …

Vegetação, temperatura de superfície e morfologia urbana: um retrato da região metropolitana de São Paulo

LS Ferreira - 2019 - teses.usp.br
O objetivo desta pesquisa é examinar a relação entre vegetação, temperatura de superfície
e morfologia urbana na Região Metropolitana de São Paulo, tanto espacial quanto …

Univariate individual household energy forecasting by tuned long short-term memory network

M Stankovic, L Jovanovic, M Antonijevic… - Inventive Systems and …, 2023 - Springer
Accurate forecast of energy consumption has proven to be invaluable to many nodes of the
energy sector, enabling an efficient and cost-effective distribution of energy among …