{"product_id":"deep-learning-for-the-earth-gustau-camps-valls-9781119646143","title":"Deep Learning for the Earth Sciences: A Comprehensive Approach to Remote Sensing, Climate Science and Geosciences","description":"DEEP LEARNING FOR THE EARTH SCIENCES \u003cp\u003e\u003cb\u003eExplore this insightful treatment of deep learning in the field of earth sciences, from four leading voices\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003eDeep learning is a fundamental technique in modern Artificial Intelligence and is being applied to disciplines across the scientific spectrum; earth science is no exception. Yet, the link between deep learning and Earth sciences has only recently entered academic curricula and thus has not yet proliferated. \u003ci\u003eDeep Learning for the Earth Sciences\u003c\/i\u003e delivers a unique perspective and treatment of the concepts, skills, and practices necessary to quickly become familiar with the application of deep learning techniques to the Earth sciences. The book prepares readers to be ready to use the technologies and principles described in their own research. \u003c\/p\u003e\u003cp\u003eThe distinguished editors have also included resources that explain and provide new ideas and recommendations for new research especially useful to those involved in advanced research education or those seeking PhD thesis orientations. Readers will also benefit from the inclusion of: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eAn introduction to deep learning for classification purposes, including advances in image segmentation and encoding priors, anomaly detection and target detection, and domain adaptation\u003c\/li\u003e\n\u003cli\u003eAn exploration of learning representations and unsupervised deep learning, including deep learning image fusion, image retrieval, and matching and co-registration\u003c\/li\u003e\n\u003cli\u003ePractical discussions of regression, fitting, parameter retrieval, forecasting and interpolation\u003c\/li\u003e\n\u003cli\u003eAn examination of physics-aware deep learning models, including emulation of complex codes and model parametrizations\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003ePerfect for PhD students and researchers in the fields of geosciences, image processing, remote sensing, electrical engineering and computer science, and machine learning, \u003ci\u003eDeep Learning for the Earth Sciences\u003c\/i\u003e will also earn a place in the libraries of machine learning and pattern recognition researchers, engineers, and scientists.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Gustau Camps-Valls\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1119646146\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781119646143\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Wiley\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/16\/2021\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 432\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.95lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.61h x 6.69w x 0.94d\u003c\/p\u003e","brand":"Gustau Camps-Valls","offers":[{"title":"Hardcover","offer_id":43995361804543,"sku":"9781119646143","price":145.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_56833e45-668b-44ab-8443-d55f84323b3f.jpg?v=1683335388","url":"https:\/\/www.whiterainbookhouse.com\/products\/deep-learning-for-the-earth-gustau-camps-valls-9781119646143","provider":"WR Book House","version":"1.0","type":"link"}