Flood Prediction Model by Kenguruji

Flood prediction model by Kenguruji team for Arnes Hackathon 2024.

Description

This repository contains water level and flood prediction models, made by Kenguruji team for Arnes Hackathon 2024.

Structure

The code and data are organized into the following branches:

• wip-map: Contains initial work for displaying hydrological and meteorological stations from ARSO.
• wip-database: Contains initial work for database for storing measurements and predictions.
• wip-heightmap: Contains code for processing heightpoints and generating terrain heightmap.
• wip-floodmap: Contains code for flooding map based on river water levels and heightmap.
• wip-models: Contains code for model development, testing and analysis.

Website is stored in a separate repository: https://github.com/p1rko/SpletnaStranPoplave

Datasets

All used datasets are available in Zenodo repositories:

• Terrain Data: https://zenodo.org/records/11192340 (10.5281/zenodo.11192339)
• Hydrological Data: https://zenodo.org/records/11190424 (10.5281/zenodo.11190423)
• Meteorological Data: https://zenodo.org/records/11190537 (10.5281/zenodo.11190536)

All developed models are in Zenodo repositories:

• Simple Model - 12 hours: https://zenodo.org/records/11190752 (10.5281/zenodo.11190751)
• Simple Model - 24 hours: https://zenodo.org/records/11191030 (10.5281/zenodo.11191029)