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Next-Gen Weather Forecasting: Deep Learning and Data Analysis by Mondal, Saptarshi

Next-Gen Weather Forecasting: Deep Learning and Data Analysis

by Saptarshi Mondal , Rupsha Roy
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Book cover type: Paperback
  • ISBN13: 9786207998210
  • Binding: Paperback
  • Subject: N/A
  • Publisher: LAP Lambert Academic Publishing
  • Publisher Imprint: LAP Lambert Academic Publishing
  • Publication Date:
  • Pages: 52
  • Original Price: GBP 38.19
  • Language: English
  • Edition: N/A
  • Item Weight: 82 grams
  • BISAC Subject(s): Environmental / General

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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