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Next-Gen Weather Forecasting: Deep Learning and Data Analysis

Next-Gen Weather Forecasting: Deep Learning and Data Analysis

Paperback

Technology & Engineering

ISBN10: 6207998219
ISBN13: 9786207998210
Publisher: LAP Lambert Academic Publishing
Published: Aug 8 2025
Pages: 52
Weight: 0.18
Height: 0.12 Width: 6.00 Depth: 9.00
Language: English
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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Technology & Engineering