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Lower Omo Basin Model Repository

Overview

This repository houses a comprehensive collection of resources for modeling and analyzing the water resource system of the Lower Omo basin. It includes:

  • A detailed model configuration for the basin
  • Results from multiple optimization runs exploring various management strategies
  • Simulation outputs demonstrating the system's behavior under different policies

Repository Structure

The repository is organized as follows:

  • model/: Contains config.yaml for the Lower Omo basin model and auxiliary files.
  • optimization-results/: Results from 10 different optimization runs.
    • Population size: 128
    • Simulation horizon: 12 years
    • Timestep: 12 hours
    • Number of generations: 625
    • Each run uses a different random seed
  • simulation-results/: Simulation results using policies from the first optimization run (random seed 1).
    • Best hydropower policy
    • Best irrigation policy
    • Best environment policy
  • optimization.sh: Script for running the optimization process.
  • simulation.sh: Script for running the simulation process.

Instructions

To replicate the results or run your own simulations:

  1. Install HydroWizard:

    pip install hydrowizard

  2. Obtain Model Configuration:

    • Clone this repository, or
    • Download the config.yaml and auxiliary files from the model/ directory.

  3. Run Optimization:

    hw-optimization -c model/config.yaml [options]

  4. Run Simulation:

    hw-simulation -c model/config.yaml [options]

For detailed command options, refer to the HydroWizard documentation.

Using the Provided Scripts

This repository includes two shell scripts to simplify the process of running optimizations and simulations:

  1. Optimization: Use optimization.sh to run the optimization process.

    ./optimization.sh [NUM_GENERATIONS] [SIMULATION_HORIZON] [INTERVAL_DURATION] [RANDOM_SEED]

  2. Simulation: Use simulation.sh to run simulations.

    ./simulation.sh [SIMULATION_HORIZON] [INTERVAL_DURATION] [POLICY_SOURCE]

Both scripts use default values if no arguments are provided. Refer to the script contents for more details.

HydroWizard Resources