{"product_id":"weather-and-climate-simon-driscoll-9780443403606","title":"Weather and Climate: Applications of Machine Learning and Artificial Intelligence Volume 13","description":"\u003ci\u003eWeather and Climate: Applications of Machine Learning and Artificial Intelligence, Volume 13 \u003c\/i\u003eprovides a comprehensive exploration of machine learning in the context of weather forecasting and climate research. Sections begin with an introduction to the fundamentals and statistical tools of machine learning and an overview of various machine learning models. Emulation and machine learning of sub-grid scale parametrizations are discussed, along with the application of AI\/ML in weather forecasting and climate models. Next, the book delves into the concept of explainable AI (XAI) methods for understanding ML and AI models, as well as the use of generative AI in climate research. \u003cp\u003e\u003c\/p\u003eThe book explores the interface of data assimilation and machine learning for weather forecasting, showcasing case studies of machine learning applied to environmental monitoring data. Final sections look ahead to the future of ML and AI in climate and weather-related research, providing references for further reading. This comprehensive guide offers valuable insights into the intersection of machine learning, artificial intelligence, and atmospheric science, highlighting the potential for innovation and advancement in weather and climate research. \u003cp\u003e\u003c\/p\u003eMembers of the Royal Meteorological Society are eligible for a 35% discount on all Developments in Weather and Climate Science series titles. See the RMetS member dashboard for the discount code.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Simon Driscoll,Kieran M. R. Hunt,Laura Mansfield\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0443403600\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780443403606\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Elsevier\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 03\/01\/2027\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 300\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback","brand":"Simon Driscoll","offers":[{"title":"Paperback","offer_id":49097181298943,"sku":"9780443403606","price":150.0,"currency_code":"USD","in_stock":false}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/weather-and-climate-simon-driscoll-9780443403606","provider":"WR Book House","version":"1.0","type":"link"}