Real-time Weather Estimation and Forecasting Using Hybrid Machine Learning Approaches
K. Nalini, S Raghucharan, M Lokesh Reddy, P Vignesh, N Shiva Sai
Asian Journal of Research in Computer Science · pp. 269–278 · Published 25 Apr 2025
10.9734/ajrcos/2025/v18i5654Abstract
In real-time forecasting, estimation is the most crucial measurement for atmospheric observations by time and area. Present-day weather conditions observations are most important for many things, like agriculture, and different types of calamities that are unexpected in normal life. Machine learning techniques are used for weather forecasting. Among machine learning regression techniques, a key role is played in this problem. It monitors continuously from time to time. Temperature predictions also include weather forecasting by using regression techniques. Multiple regression techniques were used in our research. We measure the MSE rate for every technique. Multiple variety of metrics were tested. We consider short MSE to indicate for best forecasting outcome.
Cited by 0
No indexed citations yet.
Related research
- Neural Network and Regression Based Model for Cows’ Milk Yield Prediction in Different Climatic Gradients — shares topic coverage
- Application of Harmonic Analysis in the Preliminary Prediction of Air Temperature over Lagos and Abuja, Nigeria — shares topic coverage
- Weather Based Pest Forewarning Model for Major Insect Pests of Rice – An Effective Way for Insect Pest Prediction — shares topic coverage
- Comparison between Different Mustard Yield Prediction Models Developed using Various Techniques for Udaipur Region of Rajasthan — shares topic coverage
- Cash Flows and Earnings in Predicting Future Cash Flows: A Study of Deposit Money Banks in Nigeria — shares topic coverage
Article metrics
Real usage data collected on this platform.
6
Page views
0
PDF downloads
0
Outbound clicks
0
Citations
Views over time
Views by country
Approximate, from request IP at view time — not citizenship or institution. Countries with fewer than 5 views are grouped as "Other".
Traffic sources
Referring site, by host.
Views and downloads exclude known bots/crawlers. Citations combines this platform's own DOI-resolved index with each external source's own reported total — see Cited by above for individually listed citing works. Last refreshed 0 seconds ago.