Lecture 1: Introduction to Geochemical Modelingepsc.wustl.edu/~catalano/epsc500/Lecture1.pdf ·...
Transcript of Lecture 1: Introduction to Geochemical Modelingepsc.wustl.edu/~catalano/epsc500/Lecture1.pdf ·...
EPSc 500 Special Topics Geochemical and Biogeochemical Reaction Modeling TTh 10to 11:30, Rudolph Hall 308 Instructor: Prof. Jeff Catalano Office Hours: T 4 to 5, Th 2:30 to 3:30 Textbook (required): Geochemical and Biogeochemical Reaction Modeling, 2nd edition Website: http://epsc.wustl.edu/~catalano/epsc500/ Course Objectives: • To become familiar with the principles and applications of geochemical reaction modeling in low-temperature and hydrothermal environments. • To learn methods to model geochemical and biogeochemical processes using both equilibrium and kinetic approaches. • To appreciate the dangers of treating geochemical modeling software as a black box.
Week Dates Topic 1 1/14, 16 Introduction; Overview of Geochemical Modeling; Nature of
Equilibrium; Solving for Equilibrium; Equilibrium Models of Aqueous Systems;
2 1/21,23 Working within GWB; Uniqueness 3 1/28, 30 Thermodynamic Databases: Compilation and Editing; Automatic
Reaction Balancing; Activity Corrections 4 2/4,6 Redox Chemistry; Reaction Path Modeling 5 2/11,13 Mass Transfer Reactions; Polythermal, Fixed, and Sliding Reaction
Paths; Geochemical Buffers 6 2/18,20 Hydrothermal Fluids; Microbial Energy Yields; Geothermometry; 7 2/25, 27 Evaporation 8 3/4,6 Stable Isotopes; Sediment Diagenesis 9 3/10-14 SPRING BREAK – NO CLASS 10 3/18, 20 NO CLASS: Prof. Catalano at ACS and LPSC; WORK ON PROJECTS 11 3/25, 27 Kinetics of Dissolution and Precipitation; Kinetics of Water-Rock
Interactions 12 4/1, 3 Sorption and Ion Exchange; Surface Complexation 13 4/8,10 Redox Kinetics 14 4/15,18 Microbial Kinetics; Microbial Communities 15 4/22,24 Student Presentations
Tentative Course Schedule
Recent Examples of Geochemical Modelling
Taken from Geochimica et Cosmochimica Acta
Ca
ppb
Introduction to Geochemical Modeling
What is a model?
“A model is a simplified version of reality that is useful as a tool. A successful model strikes a balance between realism and practicality. Properly constructed, a model is neither so simplified that it is unrealistic nor so detailed that it cannot be readily evaluated and applied to the problem of interest.”
Terminology
• System: The subset of the universe that we are concerned with
• Closed System: Fixed composition, mass cannot enter or leave
• Open System: Variable composition, mass can enter and leave
• Extent: Amounts of fluid and minerals considered in the calculation
Types of Equilibrium in Models • Complete Equilibrium: All reactions are at equilibrium • Metastable Equilibrium: Some reactions happen too slow and
do not equilibrate – In a model we can suppress reactions that do not equilibrate
• Partial Equilibrium: Special case of metastable equilibrium; one component (e.g., the fluid) is equilibrated but not all of the components are equilibrated with each other – Common with redox reactions, which can be decoupled
• Local Equilibrium: Portions of system each in equilibrium, but whole system is not – Often applied to describe chemical changes during transport – System is divided up into a number of small units; each unit is
equilibrated, but units do no equilibrate with each other
Components of Initial System
• Temperature • Mass of solvent (typically 1 kg of H2O) • Amount of minerals present • Gas fugacities (partial pressures) • Amount of dissolved components • Activities of species (e.g., pH) • Oxidation state
The Reaction Path, ξ • Once the initial system is determined a model then follows a
reaction path – This is the course followed by the equilibrium system as it responds to
changes in composition and temperature – This is effectively a very simple reaction rate
• In geochemical modeling the reaction path is typically broken up into 100 steps – If reacting 100 mg of feldspar with a fluid, this will occur in 100, 1 mg steps,
equilibrating at each step
• The length of each step (or really the amount reacted at each step) can be set by a kinetic rate law, or components can be held constant (buffered), or temperature can be varied
Closed-System Models
Titration Models
Fixed Fugacity Models
• Used to describe a system that is buffered by a gas phase
• Most common examples involve water buffered by the atmosphere – Partial pressure of O2 in air sets dissolved oxygen
during redox reaction – Partial pressure of CO2 set dissolved carbonate
concentration during mineral precipitation or dissolution
Sliding-Fugacity Models
Local Equilibrium Models
Local Equilibrium Models
Local Equilibrium Models
Local Equilibrium Models
Local Equilibrium Models
Local Equilibrium Models
Reactive Transport Models
Uncertainties
• Is our chemical analysis sufficiently accurate? • Does the thermodynamic dataset contain the species
and minerals important to the study? • Is the thermodynamic data sufficiently accurate? • Can activity coefficients by calculated accurately? • Are the assumptions regarding equilibrium
appropriate? • Is our conceptual model for the reaction process
correct?
Components of GWB
GWB Modules
• Main Components: – React: Main program for calculations – Act2: Used to make activity-activity diagrams – Tact: Used to make temperature-activity diagrams – Rxn: Automatic reaction balancing
• Other components: – SpecE8: React with some options disabled – Gtplot: Main plotting routine for React – GSS: Spreadsheet for geochemical data