{"product_id":"next-gen-weather-forecasting-deep-learning-and-data-analysis-9786207998210","title":"Next-Gen Weather Forecasting: Deep Learning and Data Analysis","description":"\u003cp\u003e • Author(s): Saptarshi Mondal | Rupsha Roy\u003cbr\u003e • Publisher: LAP Lambert Academic Publishing\u003cbr\u003e • Publisher Imprint: LAP Lambert Academic Publishing\u003cbr\u003e • BISAC: Environmental - General\u003c\/p\u003e\u003cp\u003eThis 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.\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46378651680919,"sku":"9786207998210","price":4230.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9786207998210.webp?v=1768764529","url":"https:\/\/atlanticbooks.com\/products\/next-gen-weather-forecasting-deep-learning-and-data-analysis-9786207998210","provider":"Atlantic Books","version":"1.0","type":"link"}