Time Series Forecasting of Meteorological Parameters: A Refined Sliding Window Approach to Time Series Forecasting in Climate and Weather Data - Couverture souple

Jain, Garima; Jain, Ankush; Jaiswal, Anuj

 
9786208445911: Time Series Forecasting of Meteorological Parameters: A Refined Sliding Window Approach to Time Series Forecasting in Climate and Weather Data
Couverture souple
ISBN 10 : 6208445914 ISBN 13 : 9786208445911
Editeur : LAP LAMBERT Academic Publishing, 2025

Synopsis

This book focuses on the time series forecasting of critical meteorological parameters including temperature, rainfall, humidity, and wind. It explores classical statistical models such as ARIMA, Holt-Winters, and Exponential Smoothing, along with a novel enhancement—the Modified Sliding Window Algorithm. The objective is to improve prediction accuracy in meteorological datasets by applying adaptive techniques. Real-time weather data has been analyzed using these models, and a comparative study highlights the performance of each. This work is beneficial for researchers, meteorologists, and data scientists working in climate modeling and weather prediction.

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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2025
Langue
anglais
ISBN 10 
6208445914
ISBN 13 
9786208445911
Reliure
Broché
Nombre de pages
100
Coordonnées du fabricant
non disponible
Personne responsable
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