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Next-Gen Weather Forecasting: Deep Learning and Data Analysis

By Saptarshi Mondal

Next-Gen Weather Forecasting: Deep Learning and Data Analysis

By Saptarshi Mondal

0 - Default Title
Description
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.
Product details
Binding:
Paperback
Number of Pages:
52
Release Date:
2025-08-08
Publication Date:
2025-08-08
Publisher:
LAP LAMBERT Academic Publishing
Languages:
Original: English
ISBN10:
6207998219
ISBN13:
9786207998210
GPSR Manufacturer Reference:
[email protected]
Weight:
96 g
Height:
150 cm
Width:
220 cm
Thickness:
4 cm
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