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Decision-Making for Earth Resource Development: Quantifying Uncertainty (Geophysical Monograph Series) - Tapa dura

 
9781394306763: Decision-Making for Earth Resource Development: Quantifying Uncertainty (Geophysical Monograph Series)
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ISBN 10: 1394306768 ISBN 13: 9781394306763
Editorial: American Geophysical Union, 2026

Sinopsis

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 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.

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

Jef Caers, Stanford University, USA.

Céline Scheidt, Stanford University, USA.

Lewis Li, Chevron, USA.

De la contraportada

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 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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
American Geophysical Union
Año de publicación
2026
Idioma
Inglés
ISBN 10 
1394306768
ISBN 13 
9781394306763
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
384
Editor
Caers Jef, Scheidt Céline, Li Lewis
Contacto del fabricante
American Geophysical Union
https://www.agu.org/

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