Big data analytics in weather forecasting: A systematic review

M Fathi, M Haghi Kashani, SM Jameii… - … Methods in Engineering, 2022 - Springer
Weather forecasting, as an important and indispensable procedure in people's daily lives,
evaluates the alteration happening in the current condition of the atmosphere. Big data …

Big data and predictive analytics: A sytematic review of applications

A Jamarani, S Haddadi, R Sarvizadeh… - Artificial Intelligence …, 2024 - Springer
Big data involves processing vast amounts of data using advanced techniques. Its potential
is harnessed for predictive analytics, a sophisticated branch that anticipates unknown future …

Deep learning model for temperature prediction: A case study in New Delhi

VK Shrivastava, A Shrivastava, N Sharma… - Journal of …, 2023 - Wiley Online Library
This study is based on temperature prediction in the capital of India (New Delhi). We have
adopted different ML models such as (MPR and DNN) which are designed and implemented …

Deep learning model for temperature prediction: an empirical study

VK Shrivastava, A Shrivastava, N Sharma… - Modeling Earth Systems …, 2023 - Springer
Planning the daily routines of human life depends heavily on the weather. Knowing the
weather ahead of time substantially aids in better planning for aviation, agriculture, tourism …

A wide scale survey on weather prediction using machine learning techniques

S Kumari, P Muthulakshmi - Journal of Information & Knowledge …, 2023 - World Scientific
Several losses had been witnessed due to many natural calamities like earth quakes,
storms, cyclones, etc. These natural calamities have direct or indirect effects on the lives of …

[PDF][PDF] Machine Learning for mining weather patterns and weather forecasting

AM Suresha - ResearchGate, 2020 - researchgate.net
The objective of this project is to demonstrate the use of machine learning techniques for
identifying weather patterns at airport and to predict rainfall based on various factors of …

Weather Prediction Analysis using Classifiers and Regressors in Machine Learning

BS Chiranjeevi, B Shreegagana… - … on Smart Systems …, 2023 - ieeexplore.ieee.org
Weather predictions are essential because they protect both property and human lives.
Forecasts based on temperature and precipitation are critical for agriculture for merchants in …

[PDF][PDF] Cognitive Computational Approaches for Weather Forecasting: An Overview and Progress

K Yadav, A Tiwari - Proceedings of the 3rd International Conference …, 2022 - scitepress.org
From the beginning human always willing to predict the things accurately so that he can be
ready for the consequences of things in advance. Prediction of weather is one of the few …

Utilization of Big Data in Oil Palm Plantation to Predict Production Using Artificial Neural Network Model

M Syarovy, AP Nugroho, L Sutiarso… - International …, 2022 - atlantis-press.com
The oil palm plantations in Indonesia are more than 14 million hectares and have been
cultivated for more than 100 years in various types of land, climates, and various technical …

A machine learning approach for daily temperature prediction using big data

U Divakarla, K Chandrasekaran, KHK Reddy… - Inventive Systems and …, 2022 - Springer
Due to global warming, weather forecasting becomes complex problem which is affected by
a lot of factors like temperature, wind speed, humidity, year, month, day, etc. weather …