Variations of Urban Thermal Risk with Local Climate Zones
Due to the differences in land cover and natural surroundings within cities, residents in various regions face different thermal risks. Therefore, this study combined multi-source data to analyze the relationship between urban heat risk and local climate zones (LCZ).
Jiaxing Xin +7 more
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Compact Neural Architecture Search for Local Climate Zones Classification [PDF]
State-of-the-art Computer Vision models achieve impressive performance but with an increasing complexity. Great advances have been made towards automatic model design, but accounting for model performance and low complexity is still an open challenge.
Traoré, Kalifou René +2 more
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Coupling Dual Graph Convolution Network and Residual Network for Local Climate Zone Mapping
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
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Urban Thermal Characteristics of Local Climate Zones and Their Mitigation Measures across Cities in Different Climate Zones of China [PDF]
Understanding the urban thermal environment is vital for improving urban planning and strategy development when mitigating urban heat islands. However, urban thermal characteristics of local climate zones (LCZ) are different within cities and most studies lack regional perspective.
Nana Li +4 more
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LCZ Generator: A Web Application to Create Local Climate Zone Maps
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
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Exploring How Street-Level Images Help Enhance Remote-Sensing-Based Local Climate Zone Mapping
The local climate zone (LCZ) classification scheme is effective for climatic studies, and thus, timely and accurate LCZ mapping becomes critical for scientific climate research. Remote sensing images can efficiently capture the information of large-scale
Cai Liao +4 more
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Paleoecological investigation of two montane lakes in the Kootenay region of southeast British Columbia, Canada, reveal changes in vegetation in response to climate and fire throughout the Holocene. Pollen, charcoal, and lake sediment carbon accumulation
Thomas J. Rodengen +4 more
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How relevant are local climate zones and urban climate zones for urban climate research? Dijon (France) as a case study [PDF]
Several typologies of urban surface properties have been proposed, in recent years, for urban heat island studies and climate modeling. Some were specifically developed for cities and urban climate issues, like the Urban Climate Zones, and the more recent Local Climate Zones.
Richard, Yves +10 more
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A Literature Survey of Local Climate Zone Classification: Status, Application, and Prospect
Rapid urban expansion and climate change have prompted further investigations into urban thermal climates and the development of local climate zone (LCZ) classification systems. LCZs, proposed 10 years ago, comprise a new and systematic classification of
Wenyun Feng, Jianjun Liu
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Predicting land surface temperature by different climate classification methods: A case study of Singapore [PDF]
The urban thermal environment has become a challenge to humans in consideration of rapid urbanization and global warming. Various climate classification methods have been developed to analyze urban form and the urban heat island phenomenon.
J. Wang, S. Li, R. Stouffs
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