This ongoing work attempts to understand and address the requirements of UNICEF, a leading organization working in children's welfare, where they aim to tackle the problem of air quality for children at a global level We are motivated by the lack of a proper model to account for heavily fluctuating air quality levels across the world in the wake of the COVID-19 pandemic, leading to uncertainty among public health professionals on the exact levels of children's exposure to air pollutants We create an initial model as per the agency's requirement to generate insights through a combination of virtual meetups and online presentations Our research team comprised of UNICEF's researchers and a group of volunteer data scientists The presentations were delivered to a number of scientists and domain experts from UNICEF and community champions working with open data We highlight their feedback and possible avenues to develop this research further © 2021 ACM
Towards an Open Global Air Qality Monitoring Platform to Assess Children's Exposure to Air Pollutants in the Light of COVID-19 Lockdowns