NO2SO2| A One Health Approach
Awards & Nominations
NO2SO2 has received the following awards and nominations. Way to go!
A One Health Approach
A One Health Approach - NO2SO2
Summary
We are proposing a website as a solution that has two parts, one is for Disease Predictability and notifying the patients, and another part is predicting the vegetation probability and notifying the farmers. Both the prediction is made by training two different machine learning models with the data which we collected from different NASA open data sources. A demo mobile application has been also used to keep the vulnerable user notified about mask use and prevention.
How We Addressed This Challenge
The idea was to create awareness among people about the details of pollutants present in the air, and how they are affected people specially those who are having a medical history. Also, people can be notified about plantation which is suitable grow in their area which can absorb the pollutants.
Its important because air pollution is causing a lots of deaths according to the official data from NASA and WHO per year. Its also harmful for the children.
We are proposing a website as a solution that has two parts, one is for Disease Predictability and notifying the patients, and another part is predicting the vegetation probability and notifying the farmers. Both the prediction is made by training two different machine learning models with the data which we collected from different NASA open data sources. A demo mobile application has been also used to keep the vulnerable user notified about mask use and prevention.
How We Developed This Project
We Created a website using Python and Flask web framework. The Logistic Regression machine learning also was used to predict the probability of disease and pollutants absorption. Also, the notification management system is created for patients of particular disease and also for the farmers to grow a particular kind of plantation to absorb the pollutants in their respective area.
How We Used Space Agency Data in This Project
While preparing the solution, following resources and open data resources are used:
- The data about the affects of air pollutants on different disease is from
(https://www.who.int/airpollution/ambient/health-impacts/en/)
- The data for NO2 has been taken from NASA Global Nitrogen Oxide Monitoring Home Page. (https://so2.gsfc.nasa.gov/no2/no2_index.html)
- https://appliedsciences.nasa.gov/what-we-do/health-air-quality
Project Demo
Slides are available here:
https://docs.google.com/presentation/d/1rIgFuLn9rCVV6THoSknMLw1HM3VM7fO5nyckNxlrS_Y/edit#slide=id.g9ada6beb6e_0_8
The code for the project is here:
https://github.com/robinch93/caretheair
Data & Resources
- The data about the affects of air pollutants on different disease is from
(https://www.who.int/airpollution/ambient/health-impacts/en/)
- The data for NO2 has been taken from NASA Global Nitrogen Oxide Monitoring Home Page. (https://so2.gsfc.nasa.gov/no2/no2_index.html)
- https://appliedsciences.nasa.gov/what-we-do/health-air-quality
