{"product_id":"supervised-learning-in-remote-sensing-aaron-e-maxwell-9780443293061","title":"Supervised Learning in Remote Sensing and Geospatial Science","description":"\u003cp\u003e\u003ci\u003eSupervised Learning in Remote Sensing and Geospatial Science\u003c\/i\u003e is an invaluable resource focusing on practical applications of supervised learning in remote sensing and geospatial data science. Emphasizing practicality, the book delves into creating labeled datasets for training and evaluating models. It addresses common challenges like data imbalance and offers methods for assessing model performance. This guide bridges the gap between theory and practice, providing tools and techniques for extracting actionable information from raw geospatial data. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003eThe book covers all aspects of supervised learning workflows, including preparing diverse remotely sensed and geospatial data inputs. It equips researchers, practitioners, and students with essential knowledge for applied mapping and modeling tasks, making it an indispensable reference for advancing geospatial science.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Aaron E. Maxwell,Christopher Ramezan,Yaqian He\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0443293066\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780443293061\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Elsevier\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 10\/17\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 432\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback","brand":"Aaron E. Maxwell","offers":[{"title":"Paperback","offer_id":47425019642111,"sku":"9780443293061","price":160.0,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_4a0c8cf7-ae77-4270-91a3-129656f04fed.jpg?v=1761536446","url":"https:\/\/www.whiterainbookhouse.com\/products\/supervised-learning-in-remote-sensing-aaron-e-maxwell-9780443293061","provider":"WR Book House","version":"1.0","type":"link"}