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Naizhuo Zhao
Researcher at McGill University Health Centre
Publications - 46
Citations - 1350
Naizhuo Zhao is an academic researcher from McGill University Health Centre. The author has contributed to research in topics: Population & Medicine. The author has an hindex of 16, co-authored 41 publications receiving 836 citations. Previous affiliations of Naizhuo Zhao include Texas State University & McGill University.
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Contribution of urbanization to the increase of extreme heat events in an urban agglomeration in east China
TL;DR: In this article, the authors evaluated the contributions of urbanization to trends of summer extreme temperature indices (ETIs) in YRD and quantified the amplification of the positive trends in ETIs by the urban heat island effect.
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Improved population mapping for China using remotely sensed and points-of-interest data within a random forests model.
Tingting Ye,Naizhuo Zhao,Xuchao Yang,Xuchao Yang,Zutao Ouyang,Xiaoping Liu,Qian Chen,Kejia Hu,Wenze Yue,Jiaguo Qi,Zhansheng Li,Zhansheng Li,Peng Jia +12 more
TL;DR: A typical type of geospatial big data, points-of-interest (POIs), was combined with multi-source remote sensing data in a random forests model to disaggregate the 2010 county-level census population data to 100 × 100 m grids and showed higher accuracy.
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Improve ground-level PM2.5 concentration mapping using a random forests-based geostatistical approach.
TL;DR: A random forests-based geostatistical approach to improve one of the most commonly used satellite-derived, gridded PM2.5 datasets with a refined spatial resolution (0.01°) and enhanced accuracy by combining the random forests machine learning method and the kriging family of methods.
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Mapping spatio-temporal changes of Chinese electric power consumption using night-time imagery
TL;DR: In this paper, a pixel-based map was produced to show the spatio-temporal changes of electric power consumption from 1995 to 2005, in which 11 regional agglomerations with large increases of electric consumption had emerged.
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Net primary production and gross domestic product in China derived from satellite imagery
TL;DR: In this article, the authors examined the interactions between economic development and environmental change in China that were compared and analyzed for the years 1996 and 2000, and produced an integrated map to exhibit the combined changes of NPP and GDP.