{"id":3069,"date":"2026-08-27T12:13:25","date_gmt":"2026-08-27T11:13:25","guid":{"rendered":"https:\/\/www.digital-solutions.uk\/?p=3069"},"modified":"2026-08-27T16:13:30","modified_gmt":"2026-08-27T15:13:30","slug":"climate-just-data-and-decision-making","status":"publish","type":"post","link":"https:\/\/www.digital-solutions.uk\/index.php\/climate-just-data-and-decision-making\/","title":{"rendered":"Climate Just: Identifying vulnerable communities for place-based climate change adaptation in UK \u202f"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3069\" class=\"elementor elementor-3069\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-290f93e6 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"290f93e6\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-61f6ca08\" data-id=\"61f6ca08\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6327df52 elementor-widget elementor-widget-text-editor\" data-id=\"6327df52\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.13.3 - 28-05-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<!-- wp:paragraph -->\n<p><span style=\"color: #000000; font-size: 15px;\"><em><strong>By Professor Sarah Lindley<\/strong><\/em><\/span><\/p>\n<p><span style=\"color: #000000; font-size: 15px;\"><em><strong><!-- \/wp:paragraph --><!-- wp:paragraph --><\/strong><\/em><\/span><\/p>\n<p><span style=\"font-size: 15px;\"><span style=\"color: #808080;\"><em><strong>An article taken from the policy publication, <a style=\"color: #808080;\" href=\"https:\/\/www.digital-solutions.uk\/index.php\/data-and-decision-making\/\">Data and Decision-Making<\/a>, commissioned by Policy@Manchester and the NERC Digital Solutions Hub. <\/strong><\/em><\/span><span style=\"color: #808080;\"><strong><em>Original title in the publication: &#8216;<\/em><span class=\"Theme-ForegroundColor-3\">Climate Just: Supporting equitable responses to climate change through social vulnerability maps&#8217;.<\/span><\/strong><\/span><\/span><\/p>\n<p><span style=\"color: #000000; font-size: 15px;\"><!-- \/wp:paragraph --><!-- wp:heading {\"level\":5} --><\/span><\/p>\n<h5 class=\"wp-block-heading\"><span style=\"color: #000000; font-size: 15px;\"><strong>Climate impacts: not all people affected equally<\/strong>\u00a0<\/span><\/h5>\n<p><span style=\"color: #000000; font-size: 15px;\"><!-- \/wp:heading --><!-- wp:paragraph --><\/span><\/p>\n<p><span style=\"color: #000000; font-size: 15px;\">When we think about climate impacts, we often think about where floods might happen or temperatures peak. Whilst important, this information is only one sort of data needed to understand where the most significant harms might be felt. For example, not everyone is affected by a heatwave in the same way or to the same extent. In some communities there are higher proportions of people who are biophysically sensitive to the impacts of high temperatures due to their age (both the very young and old), their health and\/or the medications they are taking. Biophysically sensitive people cannot regulate temperatures as well as other people and are therefore more susceptible to dehydration and heat-stress. However, biophysical factors only explain some of the reasons why people are affected unevenly by climate-related events. There are a range of personal, social and environmental factors to consider, and many can be measured and mapped.\u00a0\u00a0<\/span><\/p>\n<p><span style=\"color: #000000; font-size: 15px;\"><!-- \/wp:paragraph --><!-- wp:paragraph --><\/span><\/p>\n<p><span style=\"color: #000000; font-size: 15px;\">Data are thus imperative in understanding how the severity of impacts might differ between people and communities whilst helping us to understand implications for organisations, service-providers and the systems we rely on. Data are also important in helping with decisions on responses, and ultimately in helping the Government to work towards their\u00a0<a style=\"color: #000000;\" href=\"https:\/\/www.gov.uk\/missions\/strong-foundations\" target=\"_blank\" rel=\"noreferrer noopener\">Strong Foundations Mission<\/a>; using data to inform resilience planning for extreme weather events is essential for effective adaptation.\u00a0\u00a0<\/span><\/p>\n<p><span style=\"color: #000000; font-size: 15px;\"><!-- \/wp:paragraph --><!-- wp:paragraph --><\/span><\/p>\n<p><span style=\"color: #000000; font-size: 15px;\">Effective adaptation is not a one-size-fits-all solution, but a complex set of responses which need to be tailored to specific \u2013 often local \u2013 needs. Take social vulnerability to heat for example.\u202f<a style=\"color: #000000;\" href=\"https:\/\/policy.friendsoftheearth.uk\/insight\/who-suffers-most-heatwaves-uk\" target=\"_blank\" rel=\"noreferrer noopener\">In England, 77% of neighbourhoods have typically experienced weather hot enough to lead to detectable excess heat-related mortality<\/a>. The proportion of people that will be exposed to potentially harmful, and even hotter temperatures, increases every year as global temperatures warm.\u00a0<\/span><\/p>\n<p><span style=\"color: #000000; font-size: 15px;\"><!-- \/wp:paragraph --><!-- wp:paragraph --><\/span><\/p>\n<p><span style=\"color: #000000; font-size: 15px;\">Individual, social, economic and environmental factors all affect social vulnerability and can be intertwined. For example, people who are socially isolated have fewer people checking on their wellbeing during hot weather. If they live in rented accommodation, or are on a low income, they may be unable to adapt their homes, such as with shutters or blinds, even if they wish to. If we then consider that some homes, like high rises, do not have gardens or nearby greenspace and tend to overheat, it is clear that additional environmental factors are in play. All of these factors can combine to make the potential for harm particularly acute in some neighbourhoods compared to others. Critically,\u00a0<a style=\"color: #000000;\" href=\"https:\/\/policy.friendsoftheearth.uk\/insight\/who-suffers-most-heatwaves-uk\" target=\"_blank\" rel=\"noreferrer noopener\">the most affected neighbourhoods are also often associated with particular social and ethnic groups<\/a>, leading to questions of social and environmental justice.\u00a0\u00a0<\/span><\/p>\n<p><span style=\"color: #000000; font-size: 15px;\"><!-- \/wp:paragraph --><!-- wp:paragraph --><\/span><\/p>\n<p><span style=\"color: #000000; font-size: 15px;\">Moreover, low incomes affect the ability of people to purchase insurance to protect themselves from losses associated with flooding, and in some communities with high levels of transience and population change there may also be less local knowledge about the extent of flood problems. In these cases, it can be vitally important that support services are in place to improve awareness, provide help and channel resources. Without such actions, inequalities can become persistent with ongoing and long-term impacts on health and wellbeing.\u00a0<\/span><\/p>\n<p><span style=\"color: #000000; font-size: 15px;\"><!-- \/wp:paragraph --><!-- wp:heading {\"level\":5} --><\/span><\/p>\n<h5 class=\"wp-block-heading\"><span style=\"color: #000000; font-size: 15px;\"><strong>Climate Just<\/strong>\u00a0<\/span><\/h5>\n<p><span style=\"color: #000000; font-size: 15px;\"><!-- \/wp:heading --><!-- wp:paragraph --><\/span><\/p>\n<p><span style=\"color: #000000; font-size: 15px;\">Originally launched in 2015,\u00a0<a style=\"color: #000000;\" href=\"https:\/\/www.climatejust.org.uk\/\" target=\"_blank\" rel=\"noreferrer noopener\">Climate Just<\/a>\u00a0was updated in 2022 with\u00a0<a style=\"color: #000000;\" href=\"https:\/\/www.climatejust.org.uk\/new-data-updates-coming-2024\" target=\"_blank\" rel=\"noreferrer noopener\">new data and mapping functions<\/a>\u00a0by researchers at The University of Manchester. An online resource and mapping tool, Climate Just enables policymakers, practitioners and council officials to investigate geographical distributions of individual indicators such as age and ill health. Users can also assess composite maps which show population sensitivity, ability to prepare, ability to respond, ability to recover, and factors affecting local neighbourhood exposures, such as building type or the amount of surrounding greenspace.\u00a0\u00a0<\/span><\/p>\n<p><span style=\"color: #000000; font-size: 15px;\"><!-- \/wp:paragraph --><!-- wp:paragraph --><\/span><\/p>\n<p><span style=\"color: #000000; font-size: 15px;\">Layered on top of these maps are indicators of the potential hazards themselves, such as the potential for flooding or extreme temperatures. Taken together, maps of social vulnerability and hazard-exposure give an idea of the distribution of climate disadvantage across parts of the UK at a local neighbourhood level. Measures of climate disadvantage are important. They account for both the severity of potential climate-related hazards and the individual, social and environmental factors which either increase the potential for harm or offset it. The maps help to differentiate communities where exposure to floods or extreme heat might be similar, but where one community has a greater comparative vulnerability. They identify the sorts of vulnerabilities present, how they are combined and how they compare.\u00a0<\/span><\/p>\n<p><span style=\"color: #000000; font-size: 15px;\"><!-- \/wp:paragraph --><!-- wp:paragraph --><\/span><\/p>\n<p><span style=\"color: #000000; font-size: 15px;\">Focussing resources on people and communities who face the greatest potential for harm makes sense. Not only will these people and communities suffer less in the event of a flood or heatwave, but there will be fewer collective burdens on society in the days, months and years which follow. A socially-just response to climate change adaptation is a practical and efficient choice as well as an ethical one.\u00a0<\/span><\/p>\n<p><span style=\"color: #000000; font-size: 15px;\"><!-- \/wp:paragraph --><!-- wp:paragraph --><\/span><\/p>\n<p><span style=\"color: #000000; font-size: 15px;\">The new version of the Climate Just map tool has been supported by the NERC\u202f<a style=\"color: #000000;\" href=\"https:\/\/www.digital-solutions.uk\/\" target=\"_blank\" rel=\"noreferrer noopener\">Digital Solutions Hub<\/a>\u00a0(DSH). Free to use, it provides updated datasets and new functionality. Users can explore our comprehensive, quantitative, and accessible evidence base, case studies and guidance to support more socially-just decision-making. Existing Climate Just data will be integrated into the DSH for users to access alongside over 40 petabytes of other environmental, social, economic and health data that they will be able to search for, visualise and analyse all within the open-access online Hub.\u00a0<\/span><\/p>\n<p><span style=\"color: #000000; font-size: 15px;\"><!-- \/wp:paragraph --><!-- wp:heading {\"level\":5} --><\/span><\/p>\n<h5 class=\"wp-block-heading\"><span style=\"color: #000000; font-size: 15px;\"><strong>Policy recommendations<\/strong>\u00a0<\/span><\/h5>\n<p><span style=\"color: #000000; font-size: 15px;\"><!-- \/wp:heading --><!-- wp:paragraph --><\/span><\/p>\n<p><span style=\"color: #000000; font-size: 15px;\">Local Government Officials, Government Departments and service-providers responsible for \u2013 or otherwise supporting &#8211; the resilience of our communities should make use of the data available on Climate Just to inform their strategic planning, so that the finite resources available to them are targeted at the areas of greatest need. \u202fThis might include supporting investment decisions targeted at more socially vulnerable and climate disadvantaged communities, such as retrofitting of homes so they are fit for future extremes. Organisations responsible for adaptation should also consider partnership with other service providers and support the development of social infrastructure, like community groups and networks.\u00a0<\/span><\/p>\n<p><span style=\"color: #000000; font-size: 15px;\"><!-- \/wp:paragraph --><!-- wp:paragraph --><\/span><\/p>\n<p><span style=\"color: #000000; font-size: 15px;\">Policymakers should supplement Climate Just data with local information, further research and other knowledge bases, such as community lived experience. The combination of public and organisational engagement along with the data and tools available on the Climate Just website, should ensure that robust localised solutions are developed which allow for an effective response to future impacts of climate change. For example, NHS England should make use of the Climate Just data, supplemented with their own datasets, to facilitate compliance with the Health and Care Act 2022, as emphasised in the 10 Year Health Plan. This would help ensure that their services are well-adapted to protect vulnerable communities from the effects of extreme weather events by understanding which communities are most vulnerable to flooding or extreme heat events, and how to respond effectively.\u00a0\u00a0\u00a0<\/span><\/p>\n<p><span style=\"color: #000000; font-size: 15px;\"><!-- \/wp:paragraph --><!-- wp:paragraph --><\/span><\/p>\n<p><span style=\"color: #000000; font-size: 15px;\">It is recommended that all organisations involved in developing adaptations to address social vulnerabilities engage with extended audiences. The maps and data contained on Climate Just have already proved to be a very useful communication tool helping to bring people together and provide a foundation for fruitful discussion. Wider engagement fosters a better appreciation of the wide range of ways that climate change can impact different people in different circumstances and helps to start the conversation with those affected, both directly and indirectly so that actions can be shared and gaps identified that agencies may need to fill.\u00a0<\/span><\/p>\n<!-- \/wp:paragraph -->\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>By Professor Sarah Lindley An article taken from the policy publication, Data and Decision-Making, commissioned by Policy@Manchester and the NERC Digital Solutions Hub. Original title in the publication: &#8216;Climate Just: Supporting equitable responses to climate change through social vulnerability maps&#8217;. Climate impacts: not all people affected equally\u00a0 When we think about climate impacts, we often think about where floods might happen or temperatures peak. Whilst important, this information is only one sort of data needed to understand where the most significant harms might be felt. For example, not everyone is affected by a heatwave in the same way or to the same extent. In some communities there are higher proportions of people who are biophysically sensitive to the impacts of high temperatures due to their age (both the very young and old), their health and\/or the medications they are taking. Biophysically sensitive people cannot regulate temperatures as well as other people and are therefore more susceptible to dehydration and heat-stress. However, biophysical factors only explain some of the reasons why people are affected unevenly by climate-related events. There are a range of personal, social and environmental factors to consider, and many can be measured and mapped.\u00a0\u00a0 Data are thus imperative in understanding how the severity of impacts might differ between people and communities whilst helping us to understand implications for organisations, service-providers and the systems we rely on. Data are also important in helping with decisions on responses, and ultimately in helping the Government to work towards their\u00a0Strong Foundations Mission; using data to inform resilience planning for extreme weather events is essential for effective adaptation.\u00a0\u00a0 Effective adaptation is not a one-size-fits-all solution, but a complex set of responses which need to be tailored to specific \u2013 often local \u2013 needs. Take social vulnerability to heat for example.\u202fIn England, 77% of neighbourhoods have typically experienced weather hot enough to lead to detectable excess heat-related mortality. The proportion of people that will be exposed to potentially harmful, and even hotter temperatures, increases every year as global temperatures warm.\u00a0 Individual, social, economic and environmental factors all affect social vulnerability and can be intertwined. For example, people who are socially isolated have fewer people checking on their wellbeing during hot weather. If they live in rented accommodation, or are on a low income, they may be unable to adapt their homes, such as with shutters or blinds, even if they wish to. If we then consider that some homes, like high rises, do not have gardens or nearby greenspace and tend to overheat, it is clear that additional environmental factors are in play. All of these factors can combine to make the potential for harm particularly acute in some neighbourhoods compared to others. Critically,\u00a0the most affected neighbourhoods are also often associated with particular social and ethnic groups, leading to questions of social and environmental justice.\u00a0\u00a0 Moreover, low incomes affect the ability of people to purchase insurance to protect themselves from losses associated with flooding, and in some communities with high levels of transience and population change there may also be less local knowledge about the extent of flood problems. In these cases, it can be vitally important that support services are in place to improve awareness, provide help and channel resources. Without such actions, inequalities can become persistent with ongoing and long-term impacts on health and wellbeing.\u00a0 Climate Just\u00a0 Originally launched in 2015,\u00a0Climate Just\u00a0was updated in 2022 with\u00a0new data and mapping functions\u00a0by researchers at The University of Manchester. An online resource and mapping tool, Climate Just enables policymakers, practitioners and council officials to investigate geographical distributions of individual indicators such as age and ill health. Users can also assess composite maps which show population sensitivity, ability to prepare, ability to respond, ability to recover, and factors affecting local neighbourhood exposures, such as building type or the amount of surrounding greenspace.\u00a0\u00a0 Layered on top of these maps are indicators of the potential hazards themselves, such as the potential for flooding or extreme temperatures. Taken together, maps of social vulnerability and hazard-exposure give an idea of the distribution of climate disadvantage across parts of the UK at a local neighbourhood level. Measures of climate disadvantage are important. They account for both the severity of potential climate-related hazards and the individual, social and environmental factors which either increase the potential for harm or offset it. The maps help to differentiate communities where exposure to floods or extreme heat might be similar, but where one community has a greater comparative vulnerability. They identify the sorts of vulnerabilities present, how they are combined and how they compare.\u00a0 Focussing resources on people and communities who face the greatest potential for harm makes sense. Not only will these people and communities suffer less in the event of a flood or heatwave, but there will be fewer collective burdens on society in the days, months and years which follow. A socially-just response to climate change adaptation is a practical and efficient choice as well as an ethical one.\u00a0 The new version of the Climate Just map tool has been supported by the NERC\u202fDigital Solutions Hub\u00a0(DSH). Free to use, it provides updated datasets and new functionality. Users can explore our comprehensive, quantitative, and accessible evidence base, case studies and guidance to support more socially-just decision-making. Existing Climate Just data will be integrated into the DSH for users to access alongside over 40 petabytes of other environmental, social, economic and health data that they will be able to search for, visualise and analyse all within the open-access online Hub.\u00a0 Policy recommendations\u00a0 Local Government Officials, Government Departments and service-providers responsible for \u2013 or otherwise supporting &#8211; the resilience of our communities should make use of the data available on Climate Just to inform their strategic planning, so that the finite resources available to them are targeted at the areas of greatest need. \u202fThis might include supporting investment decisions targeted at more socially vulnerable and climate disadvantaged communities, such as retrofitting of homes so they are fit for future extremes. Organisations responsible for adaptation should also consider partnership with other service providers and support the development of social infrastructure, like community groups and networks.\u00a0 Policymakers should supplement Climate Just data with local information, further research and other knowledge bases, such as community lived experience. The combination of public and organisational engagement along with the data and tools available on the Climate Just website, should ensure that robust localised solutions are developed which allow for an effective response to future impacts of climate change. For example, NHS England should make use of the Climate Just data, supplemented with their own datasets, to facilitate compliance with the Health and Care Act 2022, as emphasised in the 10 Year Health Plan. This would help ensure that their services are well-adapted to protect vulnerable communities from the effects of extreme weather events by understanding which communities are most vulnerable to flooding or extreme heat events, and how to respond effectively.\u00a0\u00a0\u00a0 It is recommended that all organisations involved in developing adaptations to address social vulnerabilities engage with extended audiences. The maps and data contained on Climate Just have already proved to be a very useful communication tool helping to bring people together and provide a foundation for fruitful discussion. Wider engagement fosters a better appreciation of the wide range of ways that climate change can impact different people in different circumstances and helps to start the conversation with those affected, both directly and indirectly so that actions can be shared and gaps identified that agencies may need to fill.\u00a0<\/p>\n","protected":false},"author":7,"featured_media":3078,"comment_status":"closed","ping_status":"open","sticky":true,"template":"","format":"standard","meta":[],"categories":[18,43],"tags":[42,20,23,22,21],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Climate Just: Identifying vulnerable communities for place-based climate change adaptation in UK \u202f<\/title>\n<meta name=\"description\" content=\"Climate Just toolkit, part of the NERC DSH, allows users to map social vulnerability to inform place-based policies for climate adaptation in the UK.\" \/>\n<meta name=\"robots\" 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