Quantifying the Effects of Urban Form on Land Surface Temperature in Subtropical High-Density Urban Areas Using Machine Learning
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Title
Quantifying the Effects of Urban Form on Land Surface Temperature in Subtropical High-Density Urban Areas Using Machine Learning
Authors
Keywords
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Journal
Remote Sensing
Volume 11, Issue 8, Pages 959
Publisher
MDPI AG
Online
2019-04-22
DOI
10.3390/rs11080959
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- (2018) Chaohui Yin et al. SCIENCE OF THE TOTAL ENVIRONMENT
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- (2018) Marshall Burke et al. Nature Climate Change
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- (2018) Elizabeth A. Wentz et al. LANDSCAPE AND URBAN PLANNING
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- Characterizing the relationship between land use land cover change and land surface temperature
- (2017) Duy X. Tran et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Effects of urban planning indicators on urban heat island: a case study of pocket parks in high-rise high-density environment
- (2017) Pingying Lin et al. LANDSCAPE AND URBAN PLANNING
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- (2017) Jun Yang et al. URBAN FORESTRY & URBAN GREENING
- The role of city size and urban form in the surface urban heat island
- (2017) Bin Zhou et al. Scientific Reports
- Characterizing the impact of urban morphology heterogeneity on land surface temperature in Guangzhou, China
- (2016) Guanhua Guo et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Correlation and variable importance in random forests
- (2016) Baptiste Gregorutti et al. STATISTICS AND COMPUTING
- Outdoor thermal comfort within five different urban forms in the Netherlands
- (2015) Mohammad Taleghani et al. BUILDING AND ENVIRONMENT
- Micro-scale urban surface temperatures are related to land-cover features and residential heat related health impacts in Phoenix, AZ USA
- (2015) G. Darrel Jenerette et al. LANDSCAPE ECOLOGY
- Spatial statistical analysis and simulation of the urban heat island in high-density central cities
- (2014) B. Chun et al. LANDSCAPE AND URBAN PLANNING
- Interactions between urbanization, heat stress, and climate change
- (2013) K. W. Oleson et al. CLIMATIC CHANGE
- Impact of urban form and design on mid-afternoon microclimate in Phoenix Local Climate Zones
- (2013) Ariane Middel et al. LANDSCAPE AND URBAN PLANNING
- Surface Urban Heat Island Across 419 Global Big Cities
- (2011) Shushi Peng et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Global Change and the Ecology of Cities
- (2008) N. B. Grimm et al. SCIENCE
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