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Presentation at ARRCC-CARISSA workshop 29 Jan 2019 to 31 Jan 2019
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Day 3 cathryn fox, met office, arrcc-carissa workshop
1.
An overview of
available climate projections for South Asia Cathryn Fox Met Office Future Climate Projections and their Applications in South Asia 29th – 31st January 2019, ICIMOD, Kathmandu, Nepal www.metoffice.gov.uk © Crown Copyright 2018, Met Office
2.
© Crown Copyright
2018, Met Officewww.metoffice.gov.uk The ARRCC programme will target four focal countries in the South Asia region, namely Bangladesh, Pakistan, Nepal and Afghanistan. As part of our initial baselining activity we reviewed available climate projections in the region This talk will give a brief introduction to the different types of projections available The report is also available to those interested – contact me for a copy!
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2018, Met Officewww.metoffice.gov.uk GCMs - Global Climate or General Circulation Models - Have resolution typically 100-300km - Many different GCMs are run by modelling centres all over the world - These are compared during the different stages of the Coupled Model Intercomparison Project (CMIP) to support national and international climate change assessments
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2018, Met Officewww.metoffice.gov.uk Maps of temperature changes in 2016–2035, 2046–2065 and 2081–2100 with respect to 1986–2005 in the RCP4.5 scenario GCMs: CMIP5 • CMIP5 is the latest completed phase of the Coupled Model Intercomparison Project (2010-2014) • It consists of 49 models and four Representative Concentration Pathways, which allow a range of future climate projections • Used for the IPCC AR5 (2013) • The data is freely available for anyone to access and use for their own climate research
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2018, Met Officewww.metoffice.gov.uk GCMs: QUMPGCMs: QUMP • In addition to using a multi-model ensemble, research centres run Perturbed Physics Ensembles to assess climate model uncertainties • These are the same climate model run many times with different plausible starting variants • QUMP (Quantifying Uncertainties in Model Projections) is the Met Office Hadley Centre’s PPE. • It has 17 members which are formulated to systematically sample parameter uncertainties under the A1B emissions scenario • QUMP has been used for the UK’s own national climate projections, including the recently completed UKCP18
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2018, Met Officewww.metoffice.gov.uk RCMs: downscaling methods • RCMs downscale GCMs to a resolution of 50km or less to provide fine scale representation of a region’s climate • These finer resolution results can be used in impact models • The two main downscaling methods are dynamical and statistical • Statistical downscaling uses relationships between large- scale and regional processes to estimate regional climate • Dynamical downscaling directly models physical processes at regional scales, but require large computational power • Both techniques will pass on any biases in the driving GCM to the RCM results
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2018, Met Officewww.metoffice.gov.uk RCMs: CORDEX South Asia • CORDEX (Co-Ordinated Regional Downscaling Experiment) is a framework to evaluate the performance of RCMs produced by modelling centres around the world. • Various RCMs are used to downscale CMIP5 GCM data over regional domains • CORDEX South Asia consists of 13 RCMs covering the SA region, and has a resolution of 0.44 degrees • Raw data is available from the Earth System Grid Federation data nodes and processed data is provided by the Center for Climate Change Research (CCCR), Indian Institute of Tropical Meteorology (IITM) who are the regional lead
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2018, Met Officewww.metoffice.gov.uk • PRECIS (Providing Regional Climates for Impacts Studies) is a regional climate modelling system developed at the Met Office Hadley Centre • It allows users to easily produce detailed climate projections for any region of the world without requiring large computing power. • PRECIS is based on the atmospheric component of the Met Office Hadley Centre's coupled climate model, HadCM3, which was used in CMIP3 • PRECIS has been utilised in a wide range of climate-related studies and impacts research projects across the world, including in the ARRCC region of South Asia RCMs: PRECIS
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2018, Met Officewww.metoffice.gov.uk The challenge Multiple models: • GCMs: CMIP3, CMIP5, QUMP • RCMs: CORDEX, PRECIS Multiple scenarios: • RCPs • SRES Multiple methods: • Dynamical • Statistical How do we make sense of all this information? How can we make the best use of this information to inform decision makers?
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2018, Met Officewww.metoffice.gov.uk Our goal is to understand the user’s requirements so that producers can extract relevant messages and communicate them in an appropriate format Distillation means: ‘A process of comparing, understanding and combining multiple sources of climate information to create a coherent and scientifically robust audience appropriate output” It involves an iterative process between users and producers of the climate information: Distillation of climate information Users of climate information Producers of climate information Knowledge and requirements define what’s required from the climate information to inform decision-making Technical knowledge and expertise to conduct appropriate scientifically robust analysis to meet the users requirements
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2018, Met Officewww.metoffice.gov.uk Co-production iterative process: user engagement Technical process: MO and local scientists Development of clear, concise, scientifically robust, audience-appropriate messages Decisionstobemade Visualisation CommunicationModel/data selection Combining output from multiple sources Identify appropriate analysis Identify users and their vulnerabilities to weather and climate through: • Questionnaires • Interviews • Workshops Agree appropriate analysis: • Variables, • Timescales, • Spatial scales, • Scenarios Multiple models: • MMEs, PPEs Multiple scales: • GCMs, RCMs Multiple methods: • Dynamical • Statistical Multiple scenarios: • RCPs, SRES Model democracy: • All models equally weighted • Sub-selection or weighting of models Model selection: • Verification • Representation of processes • Span range of plausible futures • Selection of content to visualise • Development of visualisations that show important aspects • Conversations • Transparency • Narratives • Scenarios The ‘distillation funnel’
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Copyright 2018, Met Office Thank you Any questions? cathryn.fox@metoffice.gov.uk
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