International Scientific Journal of Engineering and Management

An International Scholarly || Multidisciplinary || Open Access || Indexing in all major Database & Metadata
ISSN: 2583-6129

Impact Factor: 6.674

Weather Prediction Using AWS

  • Version
  • Download 18
  • File Size 343.08 KB
  • File Count 1
  • Create Date 27 May 2023
  • Last Updated 27 May 2023

Weather Prediction Using AWS

Preet Nagar

preet.nagar.it.2019@miet.ac.in

Meerut Institute of engineering and Technology, Meerut

Pradumya Keshari

pradumya.keshari.it.2019@miet.ac.in

Meerut Institute of engineering and Technology, Meerut

Rahul Malik

rahul.malik@miet.ac.in

Meerut Institute of engineering and Technology, Meerut

 

Abstract:

This research paper explores the use of Amazon Web Services (AWS) for weather prediction, presenting a case study of implementing the Weather Research and Forecasting (WRF) model on AWS. Traditional weather prediction methods have limitations in accuracy and speed, but cloud computing offers a promising solution by providing access to high-performance computing resources on demand. The WRF model was run on AWS Elastic Compute Cloud (EC2) instances, and AWS Simple Storage Service (S3) was used to store input and output data. The performance of the model was evaluated by comparing its forecasts to ground truth data from the National Oceanic and Atmospheric Administration (NOAA). The results demonstrate that the WRF model implemented on AWS was able to produce accurate and timely forecasts, with comparable MAE and RMSE values and a high correlation coefficient. This research highlights the potential of cloud computing for weather prediction and its ability to improve decision-making in various industries.


Download

Author's Blog

What is the difference between a Research Paper and a Review Paper?

A research paper and a review paper are both scholarly documents, but they serve different purposes and have different characteristics.research...
Read More
Author's Blog

What is DOI?

A Digital Object Identifier (DOI) is a unique alphanumeric string that is used to identify and provide a persistent link...
Read More
Author's Blog

What do you need to do during production of your Research Paper?

During the production of a research paper, the following steps need to be taken: conducting research, organizing and analyzing data,...
Read More
Author's Blog

What are the advantages of publishing a research paper?

Publishing a research paper can have many advantages for researchers, including: Career advancement, professional recognition, opportunities for collaboration, increased visibility,...
Read More
Author's Blog

Ways to Support your Academic Wellbeing which preparing the Research Paper/Article

To support your academic wellbeing while publishing a research paper, it's important to set realistic goals, manage your time effectively,...
Read More
Author's Blog

How to improve your Research Paper writing Skills?

Read extensively: One of the best ways to improve your research paper skills is to read extensively in your field...
Read More
Author's Blog

Is DOI compulsory to publish a research paper in a Journal?

DOI is not strictly required to publish a research paper, but it is highly recommended. Basically, the International Scientific Journal...
Read More
Author's Blog

In what ways does research paper give weight to career development?

Publishing a research paper can give weight to a researcher's career development in several ways, such as: establishing oneself as...
Read More
Author's Blog

How to develop a Research Paper from Scratch

Developing a research paper involves several steps including: choosing a topic, conducting background research, formulating a research question or hypothesis,...
Read More
Author's Blog

How Plagiarism report plays crucial role in Research Paper Publication?

Plagiarism is a major concern in the academic and research community, as it undermines the integrity of the research and...
Read More