Local Chapter Belgrade, Serbia Chapter
Coordinated bySerbia ,
Status: Completed
Project Duration: 28 Dec 2022 - 30 Mar 2023
Open Source resources available from this project
Project background.
Among the many capitals around the world, Belgrade had great luck being placed on the delta of two wonderful rivers,the Sava and Danube, with 200 km length of the waterfrontss. Both river’s streams stretch to many countries in Europe, connecting Belgrade with them. In Belgrade’s area, there are 14 river’sIcelandd, some of which are protected by the law as stationeries of protected animal’s species. Some parts of the waterfronts are popular spots for the fisherman ,while some of them are arranged as beaches, during the summer they have over 100000 visitors. All this brings a lot of benefits to the city, but also there is a risk from floods. In recent decade, Belgrade was affected with manyfloods, where one from 2014 was devastating. Obrenovac, one of Belgradee municipalities, was totally flooded, over 30000 people were relocated, around 10000 houses were devastated.
The problem.
Even though the government made some effort to improve the protection from floods, there are still areas, which are not protected. Such areas depend on the right time action of the local community, to set up mobile fortifications in vulnerable places.
With our project, we can provide an AI predictive system, which can give a possibility for floods, based on the current levels of the water, precipitation, and other parameters. For the training, we’ll use historical hydrometeorology data, focusing on time fragments of recent floods in the last 100 years.
With such a solution, the preparedness of the local community for potential floods will be on a high level, which means less devastation.
Project goals.
Project plan.
Week 1
Data mining and preparation
Week 3
ML model performance testing
Week 4
Deployment of the predictive service
Learning outcomes.
– Data preparation.
– Data Mining.
– Machine Learning Model’s techniques.
