Impact of Weather on Corona using Artificial Intelligence

The effect of weather on COVID-19 spread is poorly understood. Recently, few studies have claimed that warm weather can possibly slowdown the global pandemic, which has already affected over 1.6 million people worldwide. We collected the daily data of new cases of different cities and also th

Project Title

Impact of Weather on Corona using Artificial Intelligence

Project Area of Specialization

Computer Science

Project Summary

The effect of weather on COVID-19 spread is poorly understood. Recently, few studies have claimed that warm weather can possibly slowdown the global pandemic, which has already affected over 1.6 million people worldwide.

We collected the daily data of new cases of different cities and also the corresponding weather information (i.e., temperature, humidity, wind pressure). We will analyze what will be the impact of these weather features in raise of COVID-19.

We will also predict that what was the impact of people travelling from an infected area in such city where COVID patients ratio was lesser comparatively.

As we know Corona started in different time period in different cities. We will make graphs of these cities according to their dataset. We will predict that if one city has same pattern as the other one had so that city will face same Corona cases in future like the other one.

Project Objectives

• Better management of hospital resources.
• Prediction of Corona cases in a pandemic.
• Saving the life of people.
• Awareness of upcoming emergency situations.

Project Implementation Method

• Data collection:

In this step we will collect COVID patients dataset and weather dataset, then well will map weather dataset on patients dataset.

• • COVID patients dataset:
    • Age, Gender, Travel history.
  • Weather dataset:
    • Temperature, Humidity, Wind pressure
• Research paper:

We will write a research paper by considering the following points:

• • Impact of Weather on spread of Corona.
    • Correlation of Temperature with Corona patients.
    • Correlation of Wind pressure with Corona patients.
    • Correlation of Humidity with Corona patients.
  • Impact of age on Corona spread.
  • Correlation between travelling and Corona patients.
  • Analysis of results.
• Developing a desktop application for testing.

Benefits of the Project

• Better management of hospital resources.
• Prediction of Corona cases in a pandemic.
• Saving the life of people.
• Awareness of upcoming emergency situations.

Technical Details of Final Deliverable

We will show the correlations between different weather factors and the COVID-19 spread. We then present the time-series analysis on the relationships between temperature, humidity, wind pressure, and confirmed cases of COVID-19. We additionally build a weather-based prediction model to estimate the infection rates of different geographical areas worldwide if there is the second outbreak of coronavirus. And we will write a research paper and we will develop a desktop application as well.

Final Deliverable of the Project

Software System

Core Industry

Medical

Other Industries

Health

Core Technology

Artificial Intelligence(AI)

Other Technologies

Sustainable Development Goals

Good Health and Well-Being for People

Required Resources

If you need this project, please contact me on contact@adikhanofficial.com