Can AI help find lost woodland?

Post by Evie, Data Science Unit, Welsh Government

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There are many areas of Wales where woodland clearance has taken place, especially since the 19th century.  We define ‘lost historic woodland’ as areas of woodland that existed on historic maps but no longer exist today. These areas may be suitable for re-planting because the original soil is well suited for tree growth having an established root network and ecosystem. Finding these areas and targeting them could improve success rates of woodland creation or regeneration schemes and support delivery of key government targets, such as the National Forest for Wales. This blog describes how the Data Science Unit is using computer vision (a type of AI that works with images) to do this.

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Further update for StatsWales OData users

Darllenwch y dudalen hon yn Gymraeg.

We are working on a new and improved platform for StatsWales to keep up with technological updates and user needs. As a consequence, and as explained in our previous blog, our OData service will not be available from the end of August.

This post provides an update on the temporary arrangements we are putting in place to replace OData until the new StatsWales service is in place in 2025.

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LoRaWAN enables smarter working locally across Wales

Blog by Peter, Digital Infrastructure, Welsh Government

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It’s been over a year since my last blog which covered how LoRaWAN is helping to fight crime and tackle climate change.

Since then, we have seen the Smart Towns programme flourish, with the team undertaking a significant amount of engagement, and hosting what is understood to be the first “Smart” conference focusing on towns, hosted in Wrexham (which ironically is a city!).

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Chief statistician’s update: updating the names for Lower Super Output Areas (LSOAs) in Wales

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What are Lower Super Output Areas (LSOAs)?

LSOAs are geographical areas of similar population size used for reporting small area statistics. There are 1,917 LSOAs in Wales. Each LSOA contains between 400 and 1,200 households with a resident population between 1,000 and 3,000 people.

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Developing Data Science Skills

Post by Steven, Data Science Unit, Welsh Government

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Data science is a key skill to transforming our work in Welsh Government, as we use it to modernise and automate data processes and help us to work efficiently, transparently and accurately. The data science unit has always been keen to help staff learn and improve their data science skills, and we have recently started two new initiatives to support this goal.

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Important update for StatsWales OData users

Darllenwch y dudalen hon yn Gymraeg.

We are working on a new and improved platform for StatsWales to keep up with technological updates and user needs. As a consequence, our OData services will not be available from the end of August. This is because Microsoft will stop supporting the technology and our new solution will not be ready until 2025.  
 
This post explains what will happen, how it will affect you and what temporary arrangements we are putting in place.

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Chief statistician’s update: understanding road collision and casualty statistics

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On 6 June 2024 we will be publishing provisional data on police recorded road collisions and casualties for October to December 2023. Since the introduction of the 20mph default speed limit on restricted roads in September 2023 there has been considerable interest in collisions data.

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Cyber Action Plan for Wales – One year on

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It’s a year since we published the Cyber Action Plan for Wales which sets out our vision that Wales prospers through cyber resilience, talent and innovation.

The Plan has four priority areas to help us deliver our vision:

  • growing our cyber ecosystem;
  • building a pipeline of cyber talent;
  • strengthening our cyber resilience; and,  
  • protecting our public services.

You can find out more about why we’re focusing on these priorities on our previous blogs.

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Using Code to Automatically Style Charts for Publications

Post by Joe & Aron, Data Science Unit, Welsh Government

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Welsh Government staff in the Knowledge and Analytical Services (KAS) spend many hours formatting their charts for publication, making sure font sizes are correct, colours follow the guidance and axes are labelled. The Data Science Unit has streamlined these processes by creating a code package written in R, known as “KASStylesR”. With KASStylesR, teams can produce publication-ready Welsh and English charts in a fraction of the time it would have taken before.

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Guest blog: Exploring the Potential of Digital Twins in the Welsh Government

Post by Christopher, Ordnance Survey consultant working in the Welsh Government

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Digital twins could deliver £7bn in benefits to the UK economy by 2050, according to a recent Centre for Digital Built Britain (CDBB) report.  The report also found that digital twins could reduce costs by up to 25%, improve productivity by up to 15%, and reduce emissions by up to 20%.

With this in mind, the Ordnance Survey is working with the Welsh Government over the next few months to explore if and how digital twins could support the Digital Strategy for Wales in underpinning policy areas and identify where they could add the most value.

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