Facilitating Stochastic Simulation for UK Climate Resilience
Lead Research Organisation:
Newcastle University
Department Name: Sch of Engineering
Abstract
Weather generators are tools that simulate realistic sequences of climate patterns based on statistical methods incorporating randomness. This means that they can be described as "stochastic", i.e. they can generate a wide range of possible patterns (or realisations) of precipitation, temperature and other variables in space and time. This is a very useful capability, given that weather is highly variable and we need to be prepared for different sequences and types of extreme events.
Weather generators are a vital tool for building climate resilience, as they bridge the gap between climate models and applications. Climate models are slow to run, such that only a limited number of realisations of future climates are available, especially when using high resolution models. Weather generators are much faster and so offer a means of better sampling climate variability and extremes, while also downscaling model projections to locally relevant scales. However, it is difficult for practitioners to make the best use of weather generators in many real-world projects, such as assessments of changing flood risks. Substantial issues remain in the acceptance, usability, flexibility, performance and functionality of weather generators, despite their advanced capabilities. In addition, there are no standardised tools for incorporating state-of-the-art UK climate model projections (UKCP18) into weather generator simulations.
This project will therefore seek to facilitate wider use of weather generators in climate resilience applications. By working with industry-leading experts at JBA Consulting, the project will develop open software tools to expedite the setup, application and analysis of a leading weather generator, including in future scenarios based on cutting-edge UKCP18 projections. Evaluation, scoping and prototyping exercises in a live case study project of the Thames basin will improve understanding of tool limitations and identify potential improvements, while also facilitating knowledge exchange across sectors. Project workshops involving a range of external participants will enhance impact and dissemination amongst the wider UK climate resilience community.
Weather generators are a vital tool for building climate resilience, as they bridge the gap between climate models and applications. Climate models are slow to run, such that only a limited number of realisations of future climates are available, especially when using high resolution models. Weather generators are much faster and so offer a means of better sampling climate variability and extremes, while also downscaling model projections to locally relevant scales. However, it is difficult for practitioners to make the best use of weather generators in many real-world projects, such as assessments of changing flood risks. Substantial issues remain in the acceptance, usability, flexibility, performance and functionality of weather generators, despite their advanced capabilities. In addition, there are no standardised tools for incorporating state-of-the-art UK climate model projections (UKCP18) into weather generator simulations.
This project will therefore seek to facilitate wider use of weather generators in climate resilience applications. By working with industry-leading experts at JBA Consulting, the project will develop open software tools to expedite the setup, application and analysis of a leading weather generator, including in future scenarios based on cutting-edge UKCP18 projections. Evaluation, scoping and prototyping exercises in a live case study project of the Thames basin will improve understanding of tool limitations and identify potential improvements, while also facilitating knowledge exchange across sectors. Project workshops involving a range of external participants will enhance impact and dissemination amongst the wider UK climate resilience community.
Description | An open source weather generator has been developed in Python that is about to be released to the public for use by anyone |
First Year Of Impact | 2023 |
Sector | Environment |
Impact Types | Societal,Economic |
Description | British Hydrological Society President |
Geographic Reach | Europe |
Policy Influence Type | Participation in a guidance/advisory committee |
Impact | BHS president |
Description | Member of BEIS Science Expert Group |
Geographic Reach | National |
Policy Influence Type | Participation in a guidance/advisory committee |
Description | Member of Institute of Civil Engineers Flooding Community Advisory Board, UK |
Geographic Reach | National |
Policy Influence Type | Participation in a guidance/advisory committee |
Description | Breakfast Briefing on 'The rising cost of global flood risk: managing climate change impacts in practice' at Lloyds Library, London in June 2022 |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Industry/Business |
Results and Impact | Breakfast Briefing on 'The rising cost of global flood risk: managing climate change impacts in practice' at Lloyds Library, |
Year(s) Of Engagement Activity | 2022 |
Description | Invited Panelist at Panel Discussion: Net Zero: Interactions between mitigation and adaptation. EPSRC ENZ: Engineering Net Zero Showcase, University of Glasgow, 21-23rd June 2022. |
Form Of Engagement Activity | A formal working group, expert panel or dialogue |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Policymakers/politicians |
Results and Impact | Invited Panelist at Panel Discussion: Net Zero: Interactions between mitigation and adaptation. EPSRC ENZ: Engineering Net Zero Showcase, University of Glasgow, 21-23rd June 2022. |
Year(s) Of Engagement Activity | 2022 |
Description | Invited talk at workshop on climate risks in Oslo at NORSE - May 2022 |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | Talk in oslo at natural hazards workshop |
Year(s) Of Engagement Activity | 2022 |
Description | Member of panel discussion on climate action at local scales, Tyndall Assembly, September 2022 |
Form Of Engagement Activity | A formal working group, expert panel or dialogue |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Postgraduate students |
Results and Impact | Tyndal panel |
Year(s) Of Engagement Activity | 2022 |
Description | Seminar at Reading University - Nov 2022 |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Postgraduate students |
Results and Impact | seminar |
Year(s) Of Engagement Activity | 2022 |
Description | Talk at youth climate change summit in newcastle, 5 July 2022 |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Schools |
Results and Impact | youth climate summit organised by city council |
Year(s) Of Engagement Activity | 2022 |
Description | Talk on net zero and climate risks to NHS conference in Newcastle, June 2022 |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Professional Practitioners |
Results and Impact | NHS drive to net zero - sustainability session at conference |
Year(s) Of Engagement Activity | 2022 |