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Science in SMART CITIES
Masoud Ghandehari
New York University
Center for Urban Science and Progress
2 billion
4 billion
6 billion
8 billion
19
28
World Population 1800 - 2050
Urban population of countries with cities more than 100,000
(Source UNESCO)
198020102040
20002015
China
0.5 -1 M
1 - 10 M
10-30 M
Increases and shifts in population
Next 35 years
Urb
an
Next 35 years
From Data to Phenomenology
Sensing & Data Acquisition
Correlative Data
Phenomenology
Infrastructure, Environment, People
Exposure and Health Outcomes
Service and Resilience
Neighborhood Quality
Safety
Energy Performance and Compliance
SELECTED THEME TO SHOWCASE
Quantifying exposure and health outcomes
Community reporting – tool for service and resilience 311 (non emergency reporting)
Department of Environmental Protection (DEP)
Sewer Backup, reporting 2010-2015 (80,000 records)
Traffic safety by conflict analysis (Street Camera Network)
Modeling 10 years of daily municipal waste data for 253 community districts correlated with residential population density
Wide Area Imaging
Remote Monitoring of Energy Performance and Compliance
HUMAN RESOURCE DEVELOPEMENT
Program, Process, Incentive and value proposition
• K12 to higher education • Government• Industry• citizens