Analyzing the impact of three-dimensional building structure on CO2 emissions based on random forest regression
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Analyzing the impact of three-dimensional building structure on CO2 emissions based on random forest regression
Authors
Keywords
CO, 2, emission, Building structure, Energy planning, Urban design, Random forest
Journal
ENERGY
Volume 236, Issue -, Pages 121502
Publisher
Elsevier BV
Online
2021-07-15
DOI
10.1016/j.energy.2021.121502
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- The spatial spillover effect of fossil fuel energy trade on CO2 emissions
- (2021) Chen Zeng et al. ENERGY
- Block2vec: An Approach for Identifying Urban Functional Regions by Integrating Sentence Embedding Model and Points of Interest
- (2021) Zhihao Sun et al. ISPRS International Journal of Geo-Information
- Beyond nearly zero energy urban design: A holistic microclimatic energy and environmental quality evaluation workflow
- (2020) Jonathan Natanian et al. Sustainable Cities and Society
- Comparative analysis of bioclimatic zones, energy consumption, CO2 emission and life cycle cost of residential and commercial buildings located in a tropical region: A case study of the big island of Madagascar
- (2020) Modeste Kameni Nematchoua et al. ENERGY
- Does urbanization lead to less residential energy consumption? A comparative study of 136 countries
- (2020) Qiang Wang et al. ENERGY
- Modelling building energy consumption in China under different future scenarios
- (2020) Siyue Guo et al. ENERGY
- Investigating the influence of three-dimensional building configuration on urban pluvial flooding using random forest algorithm
- (2020) Jinyao Lin et al. ENVIRONMENTAL RESEARCH
- Stable classification with limited sample: transferring a 30-m resolution sample set collected in 2015 to mapping 10-m resolution global land cover in 2017
- (2019) Peng Gong et al. Science Bulletin
- Analysis of Three-Dimensional Space Expansion Characteristics in Old Industrial Area Renewal Using GIS and Barista: A Case Study of Tiexi District, Shenyang, China
- (2019) Yanyan Xu et al. Sustainability
- Impacts of Urban Expansion on Terrestrial Carbon Storage in China
- (2019) Xiaoping Liu et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- An urbanization algorithm for districts with minimized emissions based on urban planning and embodied energy towards net-zero exergy targets
- (2019) Şiir Kılkış et al. ENERGY
- Quantifying the teleconnections between local consumption and domestic land uses in China
- (2019) Yimin Chen et al. LANDSCAPE AND URBAN PLANNING
- A new cellular automata framework of urban growth modeling by incorporating statistical and heuristic methods
- (2019) Yongjiu Feng et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Combined nonlinear effects of economic growth and urbanization on CO2 emissions in China: Evidence from a panel data partially linear additive model
- (2019) Qichang Xie et al. ENERGY
- Mapping essential urban land use categories in China (EULUC-China): preliminary results for 2018
- (2019) Peng Gong et al. Science Bulletin
- Analyzing the spatial factors related to the distributions of building heights in urban areas: A comparative case study in Guangzhou and Shenzhen
- (2019) Jinyao Lin et al. Sustainable Cities and Society
- Energy use and height in office buildings
- (2018) Daniel Godoy-Shimizu et al. BUILDING RESEARCH AND INFORMATION
- How tall buildings affect turbulent air flows and dispersion of pollution within a neighbourhood
- (2018) Elsa Aristodemou et al. ENVIRONMENTAL POLLUTION
- Estimating spatiotemporal variations of city-level energy-related CO 2 emissions: An improved disaggregating model based on vegetation adjusted nighttime light data
- (2018) Xiaoping Liu et al. JOURNAL OF CLEANER PRODUCTION
- The varying driving forces of urban expansion in China: Insights from a spatial-temporal analysis
- (2018) Guangdong Li et al. LANDSCAPE AND URBAN PLANNING
- Urbanization, economic growth, energy consumption, and CO 2 emissions: Empirical evidence from countries with different income levels
- (2018) Shaojian Wang et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- China high resolution emission database (CHRED) with point emission sources, gridded emission data, and supplementary socioeconomic data
- (2018) Bofeng Cai et al. RESOURCES CONSERVATION AND RECYCLING
- A scenario-based approach for assessing the energy performance of urban development pathways
- (2018) Mafalda Silva et al. Sustainable Cities and Society
- Investigating the land use characteristics of urban integration based on remote sensing data: experience from Guangzhou and Foshan
- (2018) Jinyao Lin et al. Geocarto International
- Impact of Urban Surface Characteristics and Socio-Economic Variables on the Spatial Variation of Land Surface Temperature in Lagos City, Nigeria
- (2018) DMSLB Dissanayake et al. Sustainability
- CO 2 emissions in China's building sector through 2050: A scenario analysis based on a bottom-up model
- (2017) Tao Yang et al. ENERGY
- Assessing the relationship between urban planning options and carbon emissions at the use stage of new urbanized areas: A case study in a warm climate location
- (2017) Rosalía Pacheco-Torres et al. ENERGY AND BUILDINGS
- Measuring landscape pattern in three dimensional space
- (2017) Qiong Wu et al. LANDSCAPE AND URBAN PLANNING
- A future land use simulation model (FLUS) for simulating multiple land use scenarios by coupling human and natural effects
- (2017) Xiaoping Liu et al. LANDSCAPE AND URBAN PLANNING
- Consumption-based emission accounting for Chinese cities
- (2016) Zhifu Mi et al. APPLIED ENERGY
- High-resolution atmospheric inversion of urban CO2 emissions during the dormant season of the Indianapolis Flux Experiment (INFLUX)
- (2016) Thomas Lauvaux et al. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
- Changing urban forms and carbon dioxide emissions in China: A case study of 30 provincial capital cities
- (2015) Chuanglin Fang et al. APPLIED ENERGY
- The influence of urban form on GHG emissions in the U.S. household sector
- (2014) Sungwon Lee et al. ENERGY POLICY
- How factors of land use/land cover, building configuration, and adjacent heat sources and sinks explain Urban Heat Islands in Chicago
- (2014) Paul Coseo et al. LANDSCAPE AND URBAN PLANNING
- Effects of vegetation, urban density, building height, and atmospheric conditions on local temperatures and thermal comfort
- (2014) Katia Perini et al. URBAN FORESTRY & URBAN GREENING
- Extraction of Three-Dimensional Architectural Data from QuickBird Images
- (2013) Peifeng Zhang et al. Journal of the Indian Society of Remote Sensing
- Quantifying the relationship between urban forms and carbon emissions using panel data analysis
- (2013) Jinpei Ou et al. LANDSCAPE ECOLOGY
- Quantification of Fossil Fuel CO2 Emissions on the Building/Street Scale for a Large U.S. City
- (2012) Kevin R. Gurney et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- The effects of urban and building design parameters on solar access to the urban canyon and the potential for direct passive solar heating strategies
- (2011) M.M.E. van Esch et al. ENERGY AND BUILDINGS
- Estimating the relationship between urban forms and energy consumption: A case study in the Pearl River Delta, 2005–2008
- (2011) Yimin Chen et al. LANDSCAPE AND URBAN PLANNING
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExplorePublish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn More