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portada Next-Gen Weather Forecasting: Deep Learning and Data Analysis
Type
Physical Book
Publisher
Author
Language
English
Pages
52
Format
Paperback
Dimensions
22.9x15.2x0.3 cm
ISBN13
9786207998210

Next-Gen Weather Forecasting: Deep Learning and Data Analysis

Mondal, Saptarshi; Roy, Rupsha (Author) · LAP Lambert Academic Publishing · Paperback

Next-Gen Weather Forecasting: Deep Learning and Data Analysis - Mondal, Saptarshi; Roy, Rupsha

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Synopsis "Next-Gen Weather Forecasting: Deep Learning and Data Analysis"

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.

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