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UNDP - Live Lebanon in collaboration with the Ministry of Public Works and Transportation, the National Council for Road Safety and MTV (media partner), introduced a new pothole patching technology called "Velocity" and launched a campaign called "Ensa Joura". whereby citizens can pinpoint potholes using a mobile application. The state of the art truck will go to the reported locations and instantly fix the potholes.

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With the drafting of its first Constitution, Mexico City had a great opportunity: to explore innovative ways of crowd-sourcing this historic document, setting an example to other cities in the world on how to design important democratic experimentation at the scale of a megalopolis. The result of the entire Constitutional process is a forward-thinking document with progressive social policy and human rights at its heart. It became a legal reality in September 2018.

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High resolution satellite data were used to make a credible estimate of the number of brick kilns across the ‘Brick Belt’, helping to calculate the scale of modern slavery present. Brick kilns are high slavery-prevalent industries and before this work, the full scale of brick kilns and by proxy, slavery, was unknown, making action from the appropriate agencies difficult. This innovation provides data to help NGOs and governments fight modern slavery. This approach scales in time and space.

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Louisville, like many cities, experienced a spike in homicides starting in 2016. Recent deployment of gunshot detection technology has been effective at pinpointing where and when gunshots occur. On average, police officers arrive long after the critical, first ten minute window to stabilize injuries. Placing drones strategically throughout our city, we will be able to deploy a camera to the scene within 90 seconds of when a gun is discharged and rapidly dispatch emergency medical personnel.

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NRCan's Office of Energy Efficiency (OEE) Social Innovation UnLab (SIU) is working with program colleagues and Carrot Insights to deliver an energy efficiency rewards pilot via the Carrot Rewards mobile app. Our hypothesis: Engaging Canadians on their smartphones and gamifying learning and action will improve awareness and adoption of energy-efficient behaviours. The pilot is delivering results and entering its third phase this year (2018).

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Instead of composting or incinerating invasive alien plant species, we are developing new ways how to process them into new, useful products (paper and wood products, dyes and hybrid coatings, extracts for controlling of plant harmful organisms, food source, input materials for the industries of the future and 3D composites). Invasive alien species are a locally accessible and abundant resource and opportunity for a new business model, promoting zero‑waste approach and circular economy.

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Animal and plant health surveillance is a part of the structure of agricultural and livestock production, including supply safety, pest and pathogen control, and certification of agro-industrial products. However, we lacked of tools that allow integration of activities and ensure agility in the transmission of the data obtained in the field. We developed an integrated system of surveillance for the inspectors to use, in the animal husbandry agency in the state of Minas Gerais, the Instituto Mineiro de Agropecuária.

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By applying state-of-the-art data science approaches to both Queensland Fire & Emergency Services (QFES) data (internal, public, or otherwise), the project forecasted the likelihood of major hazards (e.g. cyclones, fire) which drive the service demands for QFES. Using these likelihoods, the project generated 1,000 statewide 10-year service demand scenarios. Each service demand scenario was assessed regarding proposed capital and operational investment plans. With this innovation, data rather than tradition now drives investment decisions.

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The city of Louisville has one of the highest asthma rates in the U.S. AIR Louisville was a community program that used smart connected inhalers to help improve the asthma problem in Louisville. AIR Louisville enrolled 1,147 citizens of Louisville to improve asthma for everyone. Citizens benefited by receiving personalized care. Louisville Metro benefited from crowdsourced, hyperlocal data of air quality challenges our residents face.

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Learning from the challenges of 2015 Nepal Earthquake where geo-spatial data was at a premium, Kathmandu Living Labs implemented a project that created a robust geo-spatial database for the entire Pokhara Lekhnath Metropolitan City. The ownership of this dataset was passed to the local government. The project opened the door for open mapping to be adopted by the government, engaged local citizens to map their neighbourhoods and encouraged local government to make use of spatial data.

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