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Mainstreaming the local climate zone framework for climate-resilient cities [PDF]

open access: yesNature Communications
The local climate zone framework is valuable for building climate-resilient cities but is limited in application. This limitation can be resolved by addressing three aspects: transdisciplinary dialog, global atlas construction, and cost–benefit ...
Jun Yang   +4 more
doaj   +2 more sources

Local Climate Zone in Xi’an City: A Novel Classification Approach Employing Spatial Indicators and Supervised Classification

open access: yesBuildings, 2023
The Local Climate Zone (LCZ), as a foundational element of urban climate zone classification proposed by Oke and Stewart, categorizes urban surface types based on 10 influential parameters affecting the urban heat island effect, such as building density,
Duo Xu   +5 more
doaj   +3 more sources

Dynamic urban morphology mapping in Chinese cities based on local climate zone approach [PDF]

open access: yesScientific Data
Urbanization have been significantly reshaping the form of urban areas and natural landscapes, leading to complex urban morphologies. In 2012, the Local Climate Zone (LCZ) classification was proposed to address this issue and has since been widely ...
Hanguang Yu   +7 more
doaj   +2 more sources

Deep learning-based local climate zone classification using Sentinel-1 SAR and Sentinel-2 multispectral imagery

open access: yesGeo-spatial Information Science, 2022
As a newly developed classification system, the LCZ scheme provides a research framework for Urban Heat Island (UHI) studies and standardizes the worldwide urban temperature observations.
Lin Zhou   +3 more
doaj   +2 more sources

Local Climate Zone Classification Scheme Can Also Indicate Local-Scale Urban Ventilation Performance: An Evidence-Based Study

open access: yesAtmosphere, 2020
Studies on urban ventilation indicate that urban ventilation performance is highly dependent on urban morphology. Some studies have linked local-scale urban ventilation performance with the local climate zone (LCZ) that is proposed for surface ...
Ziqi Zhao   +4 more
doaj   +3 more sources

Study on measurement and design strategy of residential room natural ventilation in calm wind climate zone -- a case study of household in chengdu [PDF]

open access: yesE3S Web of Conferences, 2022
It is found via the analysis of the meteorological data in Chengdu that the number of annual average calm wind days is more than 240. In the non-calm wind time, the dominant wind direction is not obvious, while the annual average wind speed is about 1.0 ...
Gao Qinglong   +3 more
doaj   +1 more source

Geographical Detection of Urban Thermal Environment Based on the Local Climate Zones: A Case Study in Wuhan, China

open access: yesRemote Sensing, 2022
The urban morphology has impacts on the urban thermal environment, which has drawn extensive attention, especially in metropolitan regions with intensive populations and high building densities.
Renfeng Wang   +6 more
doaj   +1 more source

Integrating satellite and street-level images for local climate zone mapping

open access: yesInternational Journal of Applied Earth Observations and Geoinformation, 2023
Timely and accurate local climate zone (LCZ) classification maps are valuable for urban climate studies. The integration of remote sensing and street-level images is promising to produce high-quality LCZ maps, since the former can efficiently capture the
Rui Cao   +7 more
doaj   +1 more source

Coupling Dual Graph Convolution Network and Residual Network for Local Climate Zone Mapping

open access: yesIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022
Local climate zone (LCZ) has become a new standard classification scheme in urban landscapes and showed great potential in urban climate research. Traditional classifiers and ordinary neural networks only consider the spectral or local spatial features ...
Yedan Yu   +5 more
doaj   +1 more source

LCZ Generator: A Web Application to Create Local Climate Zone Maps

open access: yesFrontiers in Environmental Science, 2021
Since their introduction in 2012, Local Climate Zones (LCZs) emerged as a new standard for characterizing urban landscapes, providing a holistic classification approach that takes into account micro-scale land-cover and associated physical properties. In
Matthias Demuzere   +2 more
doaj   +1 more source

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