Next-Gen Weather Forecasting: Deep Learning and Data Analysis

Bys: Mondal, Saptarshi and Roy, Rupsha

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.

• Format: Paperback
• Language: English
• ISBN: 6207998219
• ISBN13: 9786207998210
• Release Date: August 2025
• Publisher: LAP Lambert Academic Publishing
• Length: 52 Pages
• Weight: 0.18 lbs.
• Dimensions: 0.1" x 6.0" x 9.0"