AgentSkillsCN

course-context

ETH苏黎世地下水课程(651-4023-00)的专属教学情境。在创建练习、评估、评分标准、讲义材料,或根据学习目标调整课程内容时使用此功能。熟悉利马特河谷案例研究、评分结构与教学理念。

SKILL.md
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name: course-context
description: Course-specific context for ETH Zurich Groundwater course (651-4023-00). Use when creating exercises, assessments, rubrics, lecture materials, or aligning content with learning objectives. Knows the Limmat Valley case study, grading structure, and teaching philosophy.

Groundwater Course Context (ETH Zurich 651-4023-00)

You are assisting with the development and improvement of the Groundwater course at ETH Zurich. This skill provides the course-specific context needed to create aligned materials.

Course Overview

AttributeValue
Course Code651-4023-00
Credits4 ECTS
LevelMSc Earth Sciences / Engineering Geology
DepartmentGeothermal Energy and Geofluids Group (GEG), ETH Zurich
InstructorsDr. Xiangzhao Kong, Dr. Beatrice Marti
Teaching AssistantLouise Noel du Payrat

Brief Description

The course provides an introduction to quantitative (analytical and numerical) analysis of groundwater flow, solute transport, and unsaturated flow.

Four Fundamental Aspects

Groundwater is treated as:

  1. Natural System - Part of hydrologic cycle; distribution, movement, interaction with geologic framework
  2. Resource - Exploration, development, production; mapping and simulation tools
  3. Environmental System - Aquifers as dispersive propagation systems for chemical/pollution stresses
  4. Managed System - Integrated approach to use, conservation, remediation, quality control

Special emphasis on cross-over between hydrogeology and rock mechanics / engineering geology.


Learning Objectives (Bloom's Taxonomy Aligned)

LO1: Understanding Flow & Transport Principles

Students will be able to describe and explain (Understand) the basic principles of groundwater flow and solute transport processes, identify (Apply) relevant boundary conditions for various practical scenarios, and evaluate (Evaluate) their significance in groundwater modeling contexts.

LO2: Problem Formulation

Students will be able to construct (Apply) simple, practical groundwater flow and solute transport problems, analyze (Analyze) their underlying assumptions, and adapt (Create) them to address real-world challenges.

LO3: Analytical & Numerical Methods

Students will be able to solve (Apply) fluid flow and solute transport problems using simple analytical and/or numerical methods, compare (Analyze) the results for different scenarios, and justify (Evaluate) their choice of method.

LO4: Critical Evaluation

Students will be able to critically evaluate (Evaluate) a groundwater modeling report by assessing (Analyze) its methodology, assumptions, and conclusions, and recommend (Create) improvements to enhance its scientific rigor.

Mapping Bloom's Levels

LevelVerbWhere Applied
RememberRecall, list, definePrerequisite knowledge
UnderstandDescribe, explainLO1
ApplyIdentify, construct, solveLO1, LO2, LO3
AnalyzeAnalyze, compare, assessLO2, LO3, LO4
EvaluateEvaluate, justify, critically evaluateLO1, LO3, LO4
CreateAdapt, recommendLO2, LO4

Course Structure (HS26 Revision)

New Structure: Theory First, Project Second

PhaseWeeksContentAssessment
Theory1-8Lectures + ExercisesFormative quiz (flow), Comprehensive exam
Project9-14Case Study (numerical modeling)Report + Presentation

This addresses student feedback about overlap between exam prep and project work.

Assessment Timeline

code
Week 1-4: Flow Theory
    ↓
Week 5: Formative Quiz (Flow) - Low stakes, feedback-focused
    ↓
Week 5-8: Transport Theory
    ↓
Week 8: Comprehensive Exam (Flow + Transport) - 50% of grade
    ↓
Week 9-14: Numerical Project
    ↓
Week 14: Presentation + Report Submission - 50% of grade

Weekly Topics (Planned)

WeekTopicKey ConceptsAssessment
1IntroductionWater cycle, porosity, REV, aquifer types, water budget
2Flow FundamentalsHydraulic head, Darcy's law, flow equation, storativity
3Flow ProblemsBoundary conditions, problem formulation, flow nets
4Analytical Solutions (Flow)Well hydraulics, Theis, Cooper-Jacob, superposition
5Numerical Methods (Flow)Finite differences, MODFLOW basics, grid designFormative Quiz
6Unsaturated ZoneVadose zone, capillary pressure, Richards equation
7Water Chemistry & TransportMeteoric water, ADE, advection, dispersion, retardation
8Transport SolutionsAnalytical solutions, numerical transport, MT3D/GWTComprehensive Exam
9-10Project: Flow ModelCase study implementation, calibration concepts
11-12Project: Transport ModelTransport scenarios, sensitivity analysis
13Project: AnalysisUncertainty, documentation, interpretation
14PresentationsStudent presentations, peer feedbackReport + Presentation

Assessment Structure

Grade Components

ComponentWeightTimingFormat
Formative Quiz0% (feedback only)Week 5Short online quiz, immediate feedback
Comprehensive Exam50%Week 8Closed-book, 2 hours, covers all theory
Project Report25%Week 14Group (2-3 students), written documentation
Project Presentation25%Week 1415 min per group

Formative Quiz (Flow) - Week 5

Purpose: Early feedback on flow concepts before moving to transport

AspectDetails
StakesUngraded (0%) - purely formative
Format~10-15 questions, multiple choice + short numeric
Duration20-30 minutes
TopicsDarcy's law, flow equation, boundary conditions, well hydraulics
FeedbackImmediate, with explanations for each answer
RetakesUnlimited - students can practice until comfortable

Sample Question Types:

  • "Which boundary condition is appropriate for...?" (conceptual)
  • "Calculate the drawdown at distance r using Theis" (calculation)
  • "What assumption is violated when...?" (critical thinking)

Comprehensive Exam - Week 8

Purpose: Summative assessment of all theoretical content

AspectDetails
Weight50% of final grade
FormatClosed-book, 2 hours
AllowedOne A4 page handwritten notes (both sides), calculator
ContentFlow (60%) + Transport (40%)
QuestionsShort-answer essay + hand calculations

Exam Structure:

  • Part A: Flow (Darcy, flow equation, BCs, well hydraulics, numerical concepts)
  • Part B: Transport (ADE, advection/dispersion, analytical solutions, numerical concepts)
  • Questions similar to homework exercises

Project Report Rubric

CriterionWeightExcellent (6)Good (5)Satisfactory (4)Needs Work (3-)
Problem Definition10%Clear objectives, well-justified scopeClear objectives, adequate scopeObjectives stated but vagueUnclear or missing objectives
Conceptual Model15%Comprehensive, well-reasoned assumptions explicitly statedGood conceptual basis, most assumptions statedBasic conceptual model, some assumptions missingInadequate conceptualization
Model Implementation20%Correct setup, appropriate discretization, all packages justifiedMostly correct, minor issuesFunctional but with notable issuesMajor implementation errors
Calibration/Validation15%Rigorous process, appropriate metrics, uncertainty discussedGood calibration, metrics reportedBasic calibration attemptedPoor or missing calibration
Results & Interpretation20%Insightful analysis, physical reasoning, limitations acknowledgedGood analysis, reasonable interpretationBasic interpretationSuperficial or incorrect interpretation
Documentation10%Professional quality, reproducible, clear figuresGood documentation, mostly clearAdequate documentationPoor or missing documentation
Writing Quality10%Clear, concise, well-structured, correct terminologyGood writing, minor issuesUnderstandable but needs improvementDifficult to follow

Project Presentation Rubric

CriterionWeightExcellent (6)Good (5)Satisfactory (4)Needs Work (3-)
Content40%Key points clear, appropriate depth, technically accurateGood coverage, mostly accurateBasic content, some gapsMissing key content or errors
Visualization20%Clear, informative figures, appropriate complexityGood visuals, mostly clearAdequate visualsPoor or confusing visuals
Delivery20%Confident, clear, good pace, handles questions wellGood delivery, minor issuesUnderstandable, some awkwardnessDifficult to follow
Time Management10%Within time, well-pacedSlightly over/under, adequate pacingNotable time issuesSignificantly over/under
Team Coordination10%Seamless transitions, balanced participationGood coordinationSome coordination issuesPoor coordination

Case Study: Limmat Valley Aquifer

Overview

The course uses a real-world case study based on the Limmat Valley aquifer in Zurich, Switzerland.

Why Limmat Valley?

  • Real-world complexity at manageable scale
  • High-quality publicly available data
  • Relevant local context for ETH students
  • Active groundwater management (drinking water, thermal use)
  • River-aquifer interaction
  • Urban influences

Model Specifications (MODFLOW 6)

AspectSpecification
SoftwareMODFLOW 6 via FloPy
GridFlexible (DISV) with local refinement
Layers1 (simplified) to 3 (detailed)
Extent~15 km along Limmat valley
Resolution50-200 m (coarse), 10-25 m (refined areas)
TimeSteady-state and transient options
Starting PointPre-calibrated model provided to students

Key Features to Model

ComponentPackageNotes
Aquifer propertiesNPFHeterogeneous K field
River-aquifer exchangeRIVLimmat, Sihl rivers
RechargeRCHSpatially variable
Pumping wellsWELMajor abstractions
Lateral boundariesGHB/CHDValley margins
TransportGWTConservative tracer scenarios

Available Data

Data TypeSourceCoverage
GeologyCantonal geological mapsFull extent
Topography (DEM)swisstopo2m resolution
River stagesBAFU gauging stationsHourly, multi-year
Groundwater levelsCantonal monitoring~50 wells, multi-year
Pumping ratesWater utilitiesMonthly/annual
Recharge estimatesDerived from precipitationGridded

Student Tasks (Typical)

  1. Understand the hydrogeological setting
  2. Explore the pre-calibrated numerical model
  3. Run steady-state and transient simulations
  4. Compare results to observations
  5. Analyze sensitivity to key parameters
  6. Interpret flow patterns and water budget
  7. Apply scenarios (changed pumping, climate)
  8. Document methodology and findings

Teaching Philosophy

Core Principles

  1. Conceptual Understanding First

    • Equations follow from physical understanding
    • Always ask "why?" before "how?"
    • Fewer equations, deeper understanding
  2. Learning by Doing

    • Numerical project applies lecture concepts
    • Exercises mirror exam problems
    • Self-assessment with immediate feedback
  3. Real-World Relevance

    • Case study uses actual Swiss data
    • Connect to professional practice
    • Discuss model limitations honestly
  4. Scaffolded Complexity

    • Start simple, add complexity gradually
    • Pre-calibrated model as starting point
    • Students modify and analyze, not build from scratch
  5. Transparent Expectations

    • Clear learning objectives per notebook
    • Published rubrics before assignments
    • Example of "good" work provided
  6. Early Feedback

    • Formative quiz after flow section
    • Students know where they stand before high-stakes exam
    • Opportunity to adjust study approach

What Students Should NOT Need to Do

  • Write FloPy code from scratch
  • Debug complex Python errors
  • Understand every line of provided code
  • Spend >60 hours on project (target for 4 ECTS)

What Students SHOULD Be Able to Do

  • Modify model parameters and understand effects
  • Interpret model outputs physically
  • Recognize when assumptions are violated
  • Write clear technical documentation
  • Present findings to non-specialist audience

Key References

Primary Textbook

  • Domenico, P.A. & Schwartz, F.W. (1990). Physical and Chemical Hydrogeology. Wiley.

Supplementary

  • Freeze, R.A. & Cherry, J.A. (1979). Groundwater. Prentice Hall. (Free via Groundwater Project)
  • Anderson, M.P., Woessner, W.W. & Hunt, R.J. (2015). Applied Groundwater Modeling. Academic Press.
  • Bear, J. (1979). Hydraulics of Groundwater. McGraw-Hill.

Practical Guides

  • Chiang, W.-S. & Kinzelbach, W. (2001). 3-D Groundwater Modeling with PMWIN. Springer.
  • Kruseman, G.P. & de Ridder, N.A. (1991). Analysis and Evaluation of Pumping Test Data. ILRI.

Exercise Alignment Matrix

When creating exercises, ensure coverage across learning objectives:

TopicLO1 (Understand)LO2 (Apply/Create)LO3 (Solve/Analyze)LO4 (Evaluate)
Darcy's lawExplain when validFormulate problemCalculate K, qAssess assumptions
Flow equationDescribe termsSet up BCsSolve analyticallyCompare methods
Well hydraulicsExplain Theis assumptionsAdapt to unconfinedApply Cooper-JacobEvaluate test quality
TransportDescribe advection/dispersionFormulate ADESolve 1D problemsAssess Peclet regime
Numerical modelingExplain discretizationBuild simple modelRun scenariosEvaluate model quality

Content Development Guidelines

For Lecture Slides (PDFs exist)

  • Each topic has presentation slides ready
  • Exercises should align with slide content
  • Self-assessments should test key concepts from slides

For Exercises

  1. Solvable on paper - No computer required for core calculation
  2. Exam-aligned - Same format as exam questions
  3. Progressive difficulty - Basic → Applied → Critical thinking
  4. Clear solutions - Step-by-step, with physical interpretation

For Formative Quiz

  1. Immediate feedback - Students see correct answer + explanation right away
  2. Unlimited retakes - Low pressure, encourages practice
  3. Coverage - All major flow topics from weeks 1-4
  4. Diagnostic - Identifies specific misconceptions

For Case Study Notebooks

  1. Learning objectives at top of each notebook
  2. Connection to lectures - Reference relevant slide content
  3. Expected outputs - Students know if results are reasonable
  4. Completion markers - Track progress through material

Common Student Questions (FAQ)

QuestionResponse
"Do I need to know Python?"Basic familiarity helps, but you won't write code from scratch. Focus on understanding what the code does.
"What's on the exam?"Short-answer questions and hand calculations covering flow and transport. Exercises are representative. One A4 notes page allowed.
"Does the quiz count?"No, the formative quiz is ungraded. It's for your benefit to check understanding before the exam.
"How is the project graded?"Report (25%) + presentation (25%). Rubric published at project start. Focus on understanding over complexity.
"Can I use AI tools?"For learning, yes. For assessed work, you must understand and explain everything you submit.
"How much time should the project take?"Target ~40-50 hours over the project phase. If it's taking much longer, ask for help.