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

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
Softcover
ISBN 10: 6208445914 ISBN 13: 9786208445911
Verlag: LAP LAMBERT Academic Publishing, 2025

Inhaltsangabe

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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Über die Autorin bzw. den Autor

Garima Jain is an academic and researcher with expertise in data science, time series analysis, and environmental modeling. She serves as Deputy Head of the CSBS Department at Noida Institute of Engineering and Technology, Greater Noida, and has published widely in the fields of statistical modeling, AI, and interdisciplinary applications.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2025
Sprache
Englisch
ISBN 10 
6208445914
ISBN 13 
9786208445911
Einband
Taschenbuch
Anzahl der Seiten
100
Kontakt zum Hersteller
Editions Muse
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland