{"product_id":"decision-making-for-earth-resource-development-quantifying-uncertainty-9781394306763","title":"Decision-Making for Earth Resource Development: Quantifying Uncertainty","description":"\u003cp\u003e • Author(s): Jef Caers | Céline Scheidt | Lewis Li\u003cbr\u003e • Publisher: American Geophysical Union\u003cbr\u003e • Publisher Imprint: American Geophysical Union\u003cbr\u003e • BISAC: Physics - Geophysics\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eA reproducible approach to uncertainty quantification validated on real-world Earth resource decision problems\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eEarth's subsurface offers many vital resources--such as minerals, geothermal energy, and clean water--but decisions regarding exploration and extraction must balance resource value against environmental impact. This can only be addressed by accepting uncertainty as an integral part of most decisions.\u003c\/p\u003e \u003cp\u003e\u003ci\u003eDecision-Making for Earth Resource Development: Quantifying Uncertainty\u003c\/i\u003e presents uncertainty quantification strategies tested on real cases using a Bayesian methodology that can be applied to a wide variety of decision problems.\u003c\/p\u003e \u003cp\u003eVolume highlights include: \u003c\/p\u003e \u003cul\u003e \u003cli\u003eSix substantial case studies, covering mineral exploration, geothermal heat feasibility, groundwater management, and more\u003c\/li\u003e \u003cli\u003ePopper-Bayes protocol for formulating and solving uncertainty quantification problems\u003c\/li\u003e \u003cli\u003eMachine learning approaches for Bayesian inversion\u003c\/li\u003e \u003cli\u003eDecision-making with AI and high-performance computing\u003c\/li\u003e \u003cli\u003eInvestigation models using global sensitivity analysis in the geosciences\u003c\/li\u003e \u003cli\u003eSoftware development for large-scale practical implementation\u003c\/li\u003e \u003c\/ul\u003e \u003cp\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\/p\u003e","brand":"American Geophysical Union","offers":[{"title":"Hardcover","offer_id":48071535100055,"sku":"9781394306763","price":19698.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781394306763.webp?v=1785137608","url":"https:\/\/atlanticbooks.com\/products\/decision-making-for-earth-resource-development-quantifying-uncertainty-9781394306763","provider":"Atlantic Books","version":"1.0","type":"link"}