Concepedia

Integrating weather observations and local-climate-zone-based landscape patterns for regional hourly air temperature mapping using machine learning

Guangzhao Chen, Yuan Shi, Ran Wang, Chao Ren, Edward Ng, Xiaoyi Fang, Zhihua Ren

The Science of The Total Environment · 2022 · 36 citations · 60 references

DOI

Concepts

References

60

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Local Climate Zones for Urban Temperature Studies

Iain D. Stewart, T. R. Oke · Bulletin of the American Meteorological Society · 2012 · 4.2K citations

, , +17

Magnitude of urban heat islands largely explained by climate and population

Gabriele Manoli, Simone Fatichi, Markus Schläpfer et al. · Nature · 2019 · 1.2K citations · Full text

, , +12

Recent progress on urban overheating and heat island research. Integrated assessment of the energy, environmental, vulnerability and health impact. Synergies with the global climate change

M. Santamouris · Energy and Buildings · 2019 · 846 citations

, , +17

Mapping Local Climate Zones for a Worldwide Database of the Form and Function of Cities

Benjamin Bechtel, Paul J. Alexander, Jürgen Böhner et al. · ISPRS International Journal of Geo-Information · 2015 · 696 citations · Full text

, , +17