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.

Vilawatt project

The local government of Viladecans, in Barcelona, set up an energy company based on citizen participation to promote the shift to environmentally friendly power sources and the renovation of homes to make them more energy efficient. In addition, a digital currency was created to reward people for saving energy. The money could be spent at businesses in their area to boost the local economy. The wider goal was to ensure the sustainable use of resources in a socially just community in which citizens play an active role.

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.

Perth – Smart City Program

The first step in the rollout of the City of Perth’s new smart city innovation program has been achieved with the award of three tenders. The City was successful in securing a matched funding grant worth $1.3million from the Australian Government, through the Smart Cities and Suburbs Program. This will see ground work commence on technology development and installation of hardware for four projects - Smart Precinct, Smart Irrigation, Smart Sustainability and Data Hub.

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. 

Cooling white paint

Purdue University engineers have created white paint that can keep surfaces up to 18 degrees Fahrenheit cooler than their ambient surroundings – almost like a refrigerator does, but without consuming energy.

According to the researchers, the paint would replace the need for air conditioning by absorbing nearly no solar energy and sending heat away from the building. Without the building heating up, air conditioning wouldn’t have to kick on.

Project Discovery - analyzing COVID-19 data

The pilots of EVE Online now have the opportunity to help in analyzing COVID-19 data to help scientists' understanding of its impact on our immune systems. By playing Project Discovery, they will directly contribute to science. Players will achieve higher ranks through their efforts as well as receiving unique in-game rewards.

Through the use of the newly-developed flow cytometry simulators, the user will aim to contribute to decoding this debilitating pathogen.