Verwandte Artikel zu Next-Gen Weather Forecasting: Deep Learning and Data...

Next-Gen Weather Forecasting: Deep Learning and Data Analysis: A hybrid LSTM and physics-guided framework using multimodal data for accurate weather prediction - Softcover

Mondal, Saptarshi; Roy, Rupsha

 
9786207998210: Next-Gen Weather Forecasting: Deep Learning and Data Analysis: A hybrid LSTM and physics-guided framework using multimodal data for accurate weather prediction
Softcover
ISBN 10: 6207998219 ISBN 13: 9786207998210
Verlag: LAP LAMBERT Academic Publishing, 2025

Inhaltsangabe

This book delivers an end-to-end, science-driven methodology for next-generation weather forecasting by integrating deep learning methods with physically based climate models. This book proposes a hybrid model incorporating multimodal data fusion, temporal sequence learning, and physics-constrained neural networks to improve forecast accuracy and credibility by a substantial margin.Using ground station, satellite, global reanalysis system, and IoT-based data, the framework resolves the spatial and temporal disconnects plaguing traditional prediction systems.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Über die Autorin bzw. den Autor

Saptarshi Mondal, B.Tech CSE (AIML) 3rd year student at Adamas University, has published a Springer paper on AI for disabled assistance. Rupsha Roy, B.Sc (Hons) Agriculture 3rd year student at Adamas University, focuses on climate-resilient farming. Both collaborate on AI-driven weather forecasting research.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2025
Sprache
Englisch
ISBN 10 
6207998219
ISBN 13 
9786207998210
Einband
Taschenbuch
Anzahl der Seiten
52
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

Lengericher Landstr. 19
Osnabrück
Niedersachsen
49078
Deutschland