Decision-Making for Earth Resource Development: Quantifying Uncertainty

Name: Decision-Making for Earth Resource Development: Quantifying Uncertainty
Brand: American Geophysical Union
SKU: 9781394306763
Price: 19698.0 INR
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by Jef Caers , Céline Scheidt , Lewis Li

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ISBN13: 9781394306763
Binding: Hardcover
Subject: N/A
Publisher: American Geophysical Union
Publisher Imprint: American Geophysical Union
Publication Date: July 15, 2026
Pages: 384
Original Price: USD 210.0
Language: English
Edition: N/A
Item Weight: 1290 grams
BISAC Subject(s): Physics / Geophysics

About The Book

A reproducible approach to uncertainty quantification validated on real-world Earth resource decision problems

Earth'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.

Decision-Making for Earth Resource Development: Quantifying Uncertainty presents uncertainty quantification strategies tested on real cases using a Bayesian methodology that can be applied to a wide variety of decision problems.

Volume highlights include:

Six substantial case studies, covering mineral exploration, geothermal heat feasibility, groundwater management, and more
Popper-Bayes protocol for formulating and solving uncertainty quantification problems
Machine learning approaches for Bayesian inversion
Decision-making with AI and high-performance computing
Investigation models using global sensitivity analysis in the geosciences
Software development for large-scale practical implementation

The 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.

About The Author

Jef Caers, Stanford University, USA.

Céline Scheidt, Stanford University, USA.

Lewis Li, Chevron, USA.

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