{"product_id":"computational-methods-for-time-series-analysis-silvio-jos-gumiere-9780443336317","title":"Computational Methods for Time-Series Analysis in Earth Sciences","description":"\u003ci\u003eComputational Methods for Time-Series Analysis in Earth Sciences\u003c\/i\u003e bridges the gap between theoretical knowledge and practical application, offering a deep dive into the utilization of R programming for managing, analyzing, and forecasting time-series data within the Earth sciences. The book systematically unfolds the layers of data manipulation, graphical representation, and sampling to prepare the reader for complex analyses and predictive modeling, from the basics of signal processing to the nuances of machine learning. It presents cutting-edge techniques, such as neural networks, kernel-based methods, and evolutionary algorithms, specifically tailored to tackle challenges, and provides practical case studies to aid readers. \u003cp\u003e\u003c\/p\u003eThis is a valuable resource for scientists, researchers, and students delving into the intricacies of Earth's environmental patterns and cycles through the lens of computational analysis. It guides readers through various computational approaches for deciphering spatial and temporal data.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Silvio Jos? Gumiere, Hossein Bonakdari\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0443336318\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780443336317\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Elsevier\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 05\/21\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 420\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback","brand":"Silvio Jos? Gumiere","offers":[{"title":"Paperback","offer_id":46617824624895,"sku":"9780443336317","price":170.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_2f5b1f29-d382-4077-ad3b-6f44d89b7877.jpg?v=1740068435","url":"https:\/\/www.whiterainbookhouse.com\/products\/computational-methods-for-time-series-analysis-silvio-jos-gumiere-9780443336317","provider":"WR Book House","version":"1.0","type":"link"}