Examples
This section provides practical examples of using MarrmotFlow for various hydrological modeling scenarios.
- Basic Workflow Example
- Overview
- Prerequisites
- Step 1: Import Libraries
- Step 2: Load and Inspect Data
- Step 3: Create MarrmotFlow Workflow
- Step 4: Run Workflow (Conceptual)
- Step 5: Analyze Configuration
- Step 6: Visualization and Validation
- Step 7: Expected Results Structure
- Complete Example Script
- Next Steps
- Troubleshooting
- Multi-Model Comparison
- Overview
- Prerequisites
- Step 1: Setup and Data Loading
- Step 2: Define Model Comparison Setup
- Step 3: Create Multiple Workflows
- Step 4: Expected Results Analysis
- Step 5: Model Comparison Analysis
- Step 6: Performance Assessment
- Step 7: Uncertainty Quantification
- Step 8: Model Ranking and Selection
- Complete Multi-Model Workflow Script
- Next Steps
- Key Takeaways
- Climate Change Assessment
- Overview
- Prerequisites
- Step 1: Setup and Configuration
- Step 2: Historical Analysis
- Step 3: Future Climate Projections
- Step 4: Climate Change Signal Analysis
- Step 5: Hydrological Impact Assessment
- Step 6: Uncertainty Analysis
- Step 7: Synthesis and Reporting
- Complete Climate Change Assessment Script
- Key Insights
- Next Steps
- Regional Analysis
- Overview
- Prerequisites
- Step 1: Setup and Data Loading
- Step 2: Catchment Classification
- Step 3: Multi-Catchment Workflow Creation
- Step 4: Simulated Regional Results Analysis
- Step 5: Regional Pattern Analysis
- Step 6: Model Performance by Region
- Step 7: Regionalization and Parameter Transfer
- Step 8: Regional Summary and Validation
- Complete Regional Analysis Script
- Key Insights from Regional Analysis
- Applications