Concepedia

LCZ-based city-wide solar radiation potential analysis by coupling physical modeling, machine learning, and 3D buildings

Xiana Chen, Wei Tu, Junxian Yu, Rui Cao, Shengao Yi, Qingquan Li

Computers Environment and Urban Systems · 2024 · 26 citations · 68 references

DOI

Concepts

References

68

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

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Modeling daylight availability and irradiance components from direct and global irradiance

Richard Perez, Pierre Ineichen, R. K. Seals et al. · Solar Energy · 1990 · 1.9K citations · Full text

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Evaluation metrics and statistical tests for machine learning

Oona Rainio, Jarmo Teuho, Riku Klén · Scientific Reports · 2024 · 1K citations · Full text

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Sky-View Factor as a Relief Visualization Technique

Klemen Zakšek, Krištof Oštir, Žiga Kokalj · Remote Sensing · 2011 · 613 citations · Full text

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