{"product_id":"deep-learning-for-multi-sensor-earth-sudipan-saha-9780443264849","title":"Deep Learning for Multi-Sensor Earth Observation","description":"\u003ci\u003eDeep Learning for Multi-Sensor Earth Observation\u003c\/i\u003e addresses the need for transformative Deep Learning techniques to navigate the complexity of multi-sensor data fusion. With insights drawn from the frontiers of remote sensing technology and AI advancements, it covers the potential of fusing data of varying spatial, spectral, and temporal dimensions from both active and passive sensors. This book offers a concise, yet comprehensive, resource, addressing the challenges of data integration and uncertainty quantification from foundational concepts to advanced applications. Case studies illustrate the practicality of deep learning techniques, while cutting-edge approaches such as self-supervised learning, graph neural networks, and foundation models chart a course for future development. \u003cp\u003e\u003c\/p\u003eStructured for clarity, the book builds upon its own concepts, leading readers through introductory explanations, sensor-specific insights, and ultimately to advanced concepts and specialized applications. By bridging the gap between theory and practice, this volume equips researchers, geoscientists, and enthusiasts with the knowledge to reshape Earth observation through the dynamic lens of deep learning.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Sudipan Saha\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0443264848\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780443264849\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Elsevier\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/01\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 350\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback","brand":"Sudipan Saha","offers":[{"title":"Paperback","offer_id":46545899159807,"sku":"9780443264849","price":151.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_028b48df-4c7b-428e-aa74-ae7fbdbc5dbb.jpg?v=1738183646","url":"https:\/\/www.whiterainbookhouse.com\/products\/deep-learning-for-multi-sensor-earth-sudipan-saha-9780443264849","provider":"WR Book House","version":"1.0","type":"link"}