Forecast Training Notebooks

01_Climate_Forecasting

• Contents
  • 4. Convert climate seasonal forecasting into model forcing datasets
• 4.1. Create an ensamble of precipitation for the Tana basin
• 4.2. Create ensamble of potential evapotranspiration for the Tana basin
  • Please restart the Kernel before running the code, as it saves all the variables from the previous run.

02_Hydrological_Forecasting

• Contents
  • 4. Translate climate forecasting into hydrological forecasting
  • 4.1. Create an ensamble of model simulation files
  • 4.2. Prepare multiple simulation on HPC
  • 4.3. Understanding hydrological outputs
• Please, download one simulation from the ICPAC server for the following examples

03_Forecasting_Analysis

• Contents
  • 3. Translate climate forecasting into hydrological forecasting
  • 3.1 Forcast: Preparation
  • Prepare Historical simulation
  • Forecast analysis
  • 3.2 Understanding seasonal hydrological forecast
  • Working with historical total averages
• Working with historical grided datasets
• Visualizing anomalies
  • Visualizing deterministic and probabilistic forecast