{"product_id":"9781119639312","title":"Advanced Hydroinformatics Machine Learning and Optimization for Water Resources","description":"\u003ch3\u003eSpecial Publications\u003c\/h3\u003e\u003ch1\u003eAdvanced Hydroinformatics\u003c\/h1\u003e\u003ch2\u003eMachine Learning and Optimization for Water Resources\u003c\/h2\u003e\u003ch3\u003eGerald A. Corzo Perez | Dimitri P. Solomatine\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eScience \/ Earth Sciences \/ Hydrology\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\n\u003cp\u003e\u003cb\u003eApplying machine learning and optimization technologies to water management problems\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eThe rapid development of machine learning brings new possibilities for hydroinformatics research and practice with its ability to handle big data sets, identify patterns and anomalies in data, and provide more accurate forecasts.\u003c\/p\u003e \u003cp\u003e\u003ci\u003eAdvanced Hydroinformatics: Machine Learning and Optimization for Water Resources\u003c\/i\u003e presents both original research and practical examples that demonstrate how machine learning can advance data analytics, accuracy of modeling and forecasting, and knowledge discovery for better water management.\u003c\/p\u003e \u003cp\u003e\u003cb\u003eVolume Highlights Include:\u003c\/b\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eOverview of the application of artificial intelligence and machine learning techniques in hydroinformatics\u003c\/li\u003e \u003cli\u003eAdvances in modeling hydrological systems\u003c\/li\u003e \u003cli\u003eDifferent data analysis methods and models for forecasting water resources\u003c\/li\u003e \u003cli\u003eNew areas of knowledge discovery and optimization based on using machine learning techniques\u003c\/li\u003e \u003cli\u003eCase studies from North America, South America, the Caribbean, Europe, and Asia\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003ci\u003eThe American Geophysical Union promotes discovery in Earth and space science for the benefit of humanity. Its publications disseminate scientific knowledge and provide resources for researchers, students, and professionals.\u003c\/i\u003e\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e  \u003cp\u003e\u003cb\u003eGerald A. Corzo Perez,\u003c\/b\u003e IHE Delft Institute for Water Education, The Netherlands \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eDimitri P. Solomatine,\u003c\/b\u003e IHE Delft Institute for Water Education, and Delft University of Technology, The Netherlands, and Water Problems Institute of the Russian Academy of Sciences, Moscow, Russia \u003c\/p\u003e\n\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e19 December 2023\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublisher: \u003c\/td\u003e\n\u003ctd\u003eWiley\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eImprint: \u003c\/td\u003e\n\u003ctd\u003eAmerican Geophysical Union\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eISBN-13: \u003c\/td\u003e\n\u003ctd\u003e9781119639312\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFormat: \u003c\/td\u003e\n\u003ctd\u003eHardback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePage Count: \u003c\/td\u003e\n\u003ctd\u003e480\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eWeight (oz): \u003c\/td\u003e\n\u003ctd\u003e29.76\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":44378821034124,"sku":"9781119639312","price":194.36,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781119639312_13ef96e3-7bc0-41db-8fa3-5b3d4901b6c7.jpg?v=1780180928","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9781119639312","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}