An Integrated Assessment

Your challenge is to integrate various Earth Observation-derived features with available socio-economic data in order to discover or enhance our understanding of COVID-19 impacts.

Beyond the Surface: A Visual Exploration of COVID-19 Impact Factors

Summary

The nature of a pandemic is complicated. Many factors contribute to the infection and mortality rates among different cities and countries. Our group sought to identify and map the impact of factors which haven’t received much attention from the media: levels of pollution using the Air Pollution Index, mean humidity, and mean temperature. Through our project, laymen can better understand the impact of these geographic factors on global public health crises. This understanding would not be possible without data from NASA, ESA, JAXA, and other organizations dedicated to the development of space.

How We Addressed This Challenge

Beyond the Surface presents a simple one-page view that helps the layman understand some connections between geography and COVID-19 that aren't obvious.

We used data from the World Air Quality Index, which takes measurements of the atmosphere from the Environmental Protection Agencies local to each country. Many of these EPAs work directly with data gathered from satellites; in the United States, NASA collaborates with the ESA to synthesize data collected both on Earth and in orbit.

How We Developed This Project

Beyond the Surface was originally planned as a hyper-interactive demonstration that would show a wide variety of filters and overlays to allow people greater insights into the COVID-19 pandemic. Our team noticed that while there was an abundance of data for COVID-19, there wasn't much visually comparing geographical factors involving Earth’s atmosphere and disease mortality and infection rates. So, using the expertise of our researchers, data analyst, publicist, and web designer, we collected, analyzed, and worked on a visualization of data involving geographic and medical data from different cities across the world. We still have some work to go when it comes to making our data interactive, but we laid much of the groundwork for that over the past 48 hours. Our website uses HTML, CSS, and JavaScript to interactively display the data we collected and our written analysis.

Ultimately, due technical and time constraints, the scope of the project had to be reduced.

Data & Resources

Our World in Data (https://ourworldindata.org/coronavirus-source-data)

  • COVID data

World Air Quality Index (https://aqicn.org/data-platform/covid19/verify/180e3853-ab15-4aa4-b75c-242368a5e42a)

  • Gets their data from national Environmental Protection Agencies
  • In the USA, NASA collaborates with EPA to release accurate data on air quality using satellite data

Pollution and Increased risk for respiratory illnesses like COVID-19:

Temperature and Humidity:

Tags
#visualizations #air-quality #humidity #temperature
Global Judging
This project was submitted for consideration during the Space Apps Global Judging process.