{"product_id":"9780128044841","title":"Data Assimilation for the Geosciences: From Theory to Application","description":"\u003cp\u003e\u003ci\u003eData Assimilation for the Geosciences: From Theory to Application\u003c\/i\u003e brings together all of the mathematical,statistical, and probability background knowledge needed to formulate data assimilation systems in one place. It includes practical exercises for understanding theoretical formulation and presents some aspects of coding the theory with a toy problem.\u003c\/p\u003e \u003cp\u003eThe book also demonstrates how data assimilation systems are implemented in larger scale fluid dynamical problems related to the atmosphere, oceans, as well as the land surface and other geophysical situations. It offers a comprehensive presentation of the subject, from basic principles to advanced methods, such as Particle Filters and Markov-Chain Monte-Carlo methods. Additionally, \u003ci\u003eData Assimilation for the Geosciences: From Theory to Application \u003c\/i\u003ecovers the applications of data assimilation techniques in various disciplines of the geosciences, making the book useful to students, teachers, and research scientists.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eIncludes practical exercises, enabling readers to apply concepts in a theoretical formulation\u003c\/li\u003e\n\u003cli\u003eOffers explanations for how to code certain parts of the theory\u003c\/li\u003e\n\u003cli\u003ePresents a step-by-step guide on how, and why, data assimilation works and can be used\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Elsevier Science","offers":[{"title":"Default Title","offer_id":47108450189552,"sku":"9780128044841","price":150.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9780128044841_p0.jpg?v=1763639637","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9780128044841","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}