TY - CHAP
T1 - Urban systems and the role of big data
AU - Yamagata, Yoshiki
AU - Yang, Perry P.J.
AU - Chang, Soowon
AU - Tobey, Michael B.
AU - Binder, Robert B.
AU - Fourie, Pieter J.
AU - Jittrapirom, Peraphan
AU - Kobashi, Takuro
AU - Yoshida, Takahiro
AU - Aleksejeva, Jelena
N1 - Publisher Copyright:
© 2020 Elsevier Inc. All rights reserved.
PY - 2020/1/1
Y1 - 2020/1/1
N2 - Smart cities are rapidly developing in the world. Their sustainability needs to be achieved based on transformative urban systems design from system of systems perspective. Especially, to conduct evidence-based assessments, our new approach will use big data and analytics tools to support urban planner's decisions. The use of data science, analytics, and visualization will play important role to codesign urban systems with local stakeholders. This chapter outlines performance-based urban systems design. The modeling involves the use of metrics through analytical tools to evaluate sustainability of urban systems. Both qualitative (e.g., comfort level) and quantitative (e.g., CO2 emission) properties are modeled focusing on factors such as performance, experiential, and people's flow. Performance metrics are used as tools for evaluating current and predict potential future of different urban forms to support decision-makings.
AB - Smart cities are rapidly developing in the world. Their sustainability needs to be achieved based on transformative urban systems design from system of systems perspective. Especially, to conduct evidence-based assessments, our new approach will use big data and analytics tools to support urban planner's decisions. The use of data science, analytics, and visualization will play important role to codesign urban systems with local stakeholders. This chapter outlines performance-based urban systems design. The modeling involves the use of metrics through analytical tools to evaluate sustainability of urban systems. Both qualitative (e.g., comfort level) and quantitative (e.g., CO2 emission) properties are modeled focusing on factors such as performance, experiential, and people's flow. Performance metrics are used as tools for evaluating current and predict potential future of different urban forms to support decision-makings.
KW - Data analytics platform
KW - Performance modeling
KW - Smart city
KW - Sustainability
KW - Urban systems
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U2 - 10.1016/B978-0-12-816055-8.00002-6
DO - 10.1016/B978-0-12-816055-8.00002-6
M3 - Chapter
AN - SCOPUS:85107068329
SN - 9780128162934
SP - 23
EP - 58
BT - Urban Systems Design
PB - Elsevier
ER -