Modeling Groundwater Chemistry with PHREEQC, PHAST and Python

Ingeoexpert
Ingeoexpert
CUM LAUDE
4.8
4 opiniones
  • A great introduction step into geochemical reactive transport modelling. I now feel confident to start trying modelling problems related to my research.
    |
  • I really enjoyed the course. The professor was great to talk to. I did have some technical difficulties but that was mainly due to my lack of coding experience.
    |
  • It was a gratefull training with the instructor showing and playing with the geochemistry examples using the software, thanks for everything.
    |

Curso

Online

290 € IVA exento

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Descripción

  • Tipología

    Curso

  • Metodología

    Online

  • Horas lectivas

    50h

  • Duración

    6 Semanas

  • Campus online

  • Envío de materiales de aprendizaje

  • Servicio de consultas

  • Tutor personal

  • Clases virtuales

Instructed by Walt McNab

Geochemical speciation modeling, based upon chemical thermodynamic relationships between aqueous species, mineral phases, and gases in closed as well as open systems, can be used to study a large variety of problems in earth and environmental sciences. A random sampling of topics includes ore formation processes, petroleum reservoir or playa lake brine chemistries, soil pedogenesis, geologic storage of hazardous and radioactive wastes, and the environmental chemistry of shallow aquifer environments, the latter potentially including trace element mobility, bioremediation, and agricultural/nitrate impacts. Geochemical models simulate reactions in such systems by solving mass-, charge-, and valence electron-balance equations among the relevant species and components, constrained by databases of equilibrium constants. These reaction modeling capabilities can be extended to include irreversible reactions, water-rock and water-gas mass exchanges, reaction kinetics, solid solution chemistry, and other phenomena.

Geochemical models can be used in a “batch” or zero-dimensional mode to simulate a variety of scenarios, such as mixing of two solutions with different chemistries, equilibration of water chemistry with a mineral assemblage, or the geochemical response of a water + mineral assemblage + gas system to the addition of one or more external reactants (e.g., a waste package, or an additive to promote changes in oxidation-reduction conditions for remediation of a contaminated site). In addition, a geochemical model can be used as a component of a more complex, multi-dimensional reactive transport model, where dissolved constituents are transported from one location to another in response to hydraulic gradients and diffusion, while subject to spatially-variable chemical reaction processes.

A tener en cuenta

This course will provide practical instruction in the use of PHREEQC and PHAST, two public-domain models available for download from the United States Geological Survey, to simulate aqueous geochemical processes and reactive transport in groundwater systems. After the key concepts for understanding and running both models are covered, techniques for extending the applicability of both packages using Python will also be explored.

At the conclusion of the course, students will be able to:

Construct PHREEQC simulations for a variety of situations, including water-rock and water-gas systems, reactions involving mineral surfaces (ion exchange, surface complexation), and oxidation-reduction processes. Students will also understand how to apply more complex features, such as using solid-solution formulations for variable-composition mineral phases, and how to implement reaction kinetic expressions in a model.
Construct PHAST simulations of multispecies reactive transport in groundwater, including systems entailing hydrologic as well as geochemical/mineralogical heterogeneities.
Use Python scientific programming tools, together with PHREEQC and/or PHAST, to address additional problems; examples will include reactive transport through partially-saturated porous media and conducting sensitivity analyses to parameter values. Also, Python scripts to process model input (e.g., specifying mineral assemblages) and output (e.g., Stiff diagrams) will be developed.
The course will be presented through the use of multimedia explanatory exercises, instructional videos, and a webinar involving working through a specific PHAST application for an environmental remediation example problem.

This course is aimed at hydrogeologists as well as environmental engineers and scientists with some previous exposure to water chemistry concepts (e.g., familiarity with major cations and anions typically measured in groundwater, alkalinity, pH, redox) and a general understanding of the mineralogy encountered in various types of aquifer environments. Knowledge of basic flow and transport concepts for saturated and partially-saturated porous media is assumed. The course will also require some familiarity or experience with numerical groundwater models (e.g., MODFLOW/MT3D) as well as Python scripting. Access to visualization software (e.g., commercial packages such as Surfer, or open-source equivalents) would be helpful, but not required.

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Opiniones

4.8
excelente
  • A great introduction step into geochemical reactive transport modelling. I now feel confident to start trying modelling problems related to my research.
    |
  • I really enjoyed the course. The professor was great to talk to. I did have some technical difficulties but that was mainly due to my lack of coding experience.
    |
  • It was a gratefull training with the instructor showing and playing with the geochemistry examples using the software, thanks for everything.
    |
100%
4.9
excelente

Valoración del curso

Lo recomiendan

Valoración del Centro

Rachelle de Charmoy

5.0
26/03/2023
Sobre el curso: A great introduction step into geochemical reactive transport modelling. I now feel confident to start trying modelling problems related to my research.
¿Recomendarías este curso?:

Tracey Cotterell

4.0
17/12/2022
Sobre el curso: I really enjoyed the course. The professor was great to talk to. I did have some technical difficulties but that was mainly due to my lack of coding experience.
¿Recomendarías este curso?:

Billy Max Arthur Aguirre Pozo

5.0
25/11/2022
Sobre el curso: It was a gratefull training with the instructor showing and playing with the geochemistry examples using the software, thanks for everything.
¿Recomendarías este curso?:

Daniel Gomes

5.0
17/04/2022
Sobre el curso: Great course overall, Walt is very knowledgeable and responds quickly and thoroughly to questions, which is key in online training.
¿Recomendarías este curso?:
*Todas las opiniones recogidas por Emagister & iAgora han sido verificadas

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Materias

  • Geochemical
  • PHREEQC
  • PHAST
  • Python
    5

    5 alumnos han indicado haber adquirido esta competencia

  • Modeling Groundwater Chemistry
  • Chemical thermodynamic
  • Environmental Science
  • Geologic
  • Chemistry
  • Geochemical models

Profesores

Walt McNab

Walt McNab

Ph.D. from the University of California, Berkeley

Walt McNab is a hydrogeologist with almost 30 years of professional experience, including roles as a research scientist with Lawrence Livermore National Laboratory, California, USA, and as a consultant for environmental and water supply projects. His primary interests involve simulation of flow, transport, and chemical processes in groundwater and soil systems, and scientific programming to support quantitative data analysis and development of customized simulation tools using Python and Julia.

Temario

The instructional modules which will be covered in this course will include, in sequence:

  • – Module 1. Introduction to aqueous geochemical modeling: key principles, types of potential applications, and practical limitations.
  • – Module 2. Working with PHREEQC: program installation, simulator capabilities and limitations, user interface and keyword block organization, supplied thermodynamic and partitioning coefficient databases.
  • – Module 3. Example PHREEQC applications: starting with simple aqueous speciation problems, applications with increasing complexity will be introduced, including oxidation-reduction reactions, temperature- and pressure-dependent reactions, systems featuring irreversible reactions, and reaction kinetic expressions for mineral dissolution reactions.
  • – Module 4. Introduction to reactive transport modeling with PHAST: review the finite-difference method for solving flow and transport equations for porous media, set up two-dimensional reactive transport models with keyword blocks, including assigning initial conditions, mineral equilibration reactions, and boundary conditions.
  • – Module 5. Building complex groundwater reactive transport models with PHAST: explore setting up, running, and visualizing various example applications, including acid mine drainage, assessing groundwater impacts stemming from agricultural operations discharges, and heavy metal remediation.
  • – Module 6. Using Python to support and enhance PHREEQC and PHAST model development: brief overview and review of Python scripting, processing model input and output (including generation of PHAST models with physical and geochemical/mineralogical heterogeneities), and, as a challenge exercise, develop a rudimentary one-dimensional reactive transport model for a variably water-saturated soil column (using numerical tools available in the Scipy scientific library for Python).

Más información

¿Necesitas un coach de formación?

Te ayudará a comparar y elegir el mejor curso para ti y a financiar tu matrícula en cómodos plazos.

900 49 49 40

Llamada gratuita. Lunes a Viernes de 9h a 20h.

Modeling Groundwater Chemistry with PHREEQC, PHAST and Python

290 € IVA exento