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Smart Environment

911 Project – Predicting Hotspots for Accidents

Traffic volume, geographic centrality and unique relief have led to an increase in traffic accidents and fatalities every year since 2015. The Chattanooga Smart Community Collaborative (CCSC), launched the ’911 Project – Predicting Hotspots for Accidents’ in early 2018. It uses machine learning, specifically multi-layer perceptron (MLP) neural network models, to analyse both historic and current 911 data to identify accident trends. This dataset is cross-referenced with DarkSky weather data, roadway geometric data and accident time, date, geographical coordinates.

VoloPort

The integration of flexible take-off and landing infrastructure in megacities is crucial for the success of Urban Air Mobility (UAM) and for air taxi operations. In order to advance the development of this infrastructure, they have been working with Skyports, a British vertiport developer and operator, since 2019. They developed the VoloPort, which we will show for the first time publicly in Singapore.

Perth – Trees in the City

This dataset contains current tree data for the City of Perth and contains information regarding the Botanical name, Common Name and Family. Data is compiled from field capture from a parks team. This is not a complete comprehensive inventory of all trees as trees in the private realm are excluded. Some errors and/or duplicate data may exist.

Roerplein Pocket Park

As part of the NATURVATION project, Utrecht has been examining nature-based solutions projects in the city. The Roerplein Pocket Park is one of our best examples of a successful citizen-led intervention, and began as an initiative by a local social entrepreneur to turn a paved public square into a park. The small park was built within a highly paved neighborhood with little green space, and is managed by local citizens with the support of the municipality. 

Tengah - the city of the future

Tengah will be Singapore’s first smart and sustainable town, with green features and smart technologies.

Giant solar-powered air conditioners, vacuum garbage collection, subterranean roads for electric vehicles, urban farms and green architecture. Put them all together and you have Tengah, Singapore’s most ambitious project yet to build the city of the future.

Glasgow's Low Emission Zone

Scotland's first ever Low Emission Zone (LEZ) came into effect in Glasgow city centre on 31 December 2018.

A Low Emission Zone is an area where a person may not drive a vehicle which does not meet a specified emission standard. LEZs are intended to reduce pollution levels and improve air quality in areas where standards are not being met.

Chattanooga Smart Community Collaborative

CSCC collects data that can be analyzed to determine opportunities to support the community’s voiced concerns and improved quality of life. They are addressing issues like pedestrian safety, traffic flow, air quality, and near hits. Working with Oak Ridge National Lab, they have begun to develop a “digital twin” model that uses collected data to run real-life simulations. With this approach, they are able to test theories regarding particular interventions to see how those changes would likely play out on the streets.