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Code Sisters

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Evidence of Work

#machine learning #ai #app #flood #city of hobart #abs

Flood Alarm

Project Info

Team Name

Code Sisters

Team Members

Tania , yulia , Christina , Alice , Grace , Anastasiia , Bronwyn , Krystal

Project Description

A flood warning app that gives different levels of warnings with recommendations on what is the best course of action in the circumstances what they should pack in their emergency bag etc... The data from the ABS and the City of Hobart is pulled into an algorithm. Through the use of machine learning, the data will be used to predict when a flood will occur and provide updates to users.

#machine learning #ai #app #flood #city of hobart #abs

Data Story

The data from the City of Hobart will be reused to feed the AI to improve its flood predictions based on past trends and weather patterns.
Data from the ABS will aid in providing clarity over the scope of the people impacted and help assess the success of the app. The rainfall and river data will supplement the City of Hobart data to help with the analysis of state-wide weather patterns.
Traffic data will be used in two ways. Firstly to ensure that people are given the best possible routes to escape. Secondly, to also report back to the police and road authorities which roads are closed.

Evidence of Work

Video

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Team DataSets

Flood damaged areas

Description of Use To assess which areas were impacted by floods

Data Set

Flood prone areas

Description of Use To better analyse the likelihood of floods occurring

Data Set

Tasmania socioeconomic level

Description of Use To better assess the communities affected by flood and the socioeconomic impact of floods

Data Set

Tasmanian rainfall and river levels

Description of Use We intend this to be another piece of data that will feed into our AI to help improve its data analysis. This is because rainfall in other regions outside of Hobart may impact rainfall in Hobart

Data Set

Weather data

Description of Use This is the data used to fuel the AI to produce predictions

Data Set

Elevation levels

Description of Use To direct where people to go and to analyse which areas are prone to flooding

Data Set

Harmonised National Roadworks

Description of Use To help people avoid closed roads and notify police where they need action

Data Set

BOM, 2021

Description of Use Tells us which rivers are flooding

Data Set

Australian Bureau of Statistics, ABS, 2021

Description of Use Who the app is targeted at

Data Set

Challenge Entries

Flood Risk: Understanding the impact of climate change on extreme weather events in Hobart

Hobart, Tasmania is prone to extreme weather events, especially flash flooding. How can we better understand the risk of flooding and build a robust model to illustrate the increasing regularity and intensity of flooding? What would the impact of coincident events look like? How can we develop a collaborative flood warning and alert system for Hobart?

Eligibility: Use one or more datasets from CoH Open data portal and ensure the submission relates to understanding flood risk in the city of Hobart.

Go to Challenge | 7 teams have entered this challenge.

The 2021 Australian Census

How might we link the 2021 Census data with open data to highlight or solve a challenge Australians are facing

Eligibility: Teams are encouraged to use datasets from a variety of sources, but at least one must be drawn from the ABS Census 2021.

Go to Challenge | 24 teams have entered this challenge.

Flood, fire and the future: the road to resilience

Help transport planners find and predict which roads will be blocked or damaged in the next flood or bushfire

Eligibility: Must use at least one dataset from the National Freight Data Hub.

Go to Challenge | 11 teams have entered this challenge.

Best Creative Use of Data in Response to ESG (AU)

How can you showcase data in a creative manner to respond to ESG challenges? How can we present and visualise data to stimulate conversation and promote change?

Eligibility: Must use a least one Australian relevant dataset - combining datasets preferred.

Go to Challenge | 31 teams have entered this challenge.

Celebrating Tasmania’s achievements

How might we use open data to celebrate Tasmania’s achievements and ensure Tasmania remains front and centre during national conversations?

Eligibility: Must use at least one open data source.

Go to Challenge | 6 teams have entered this challenge.

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