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Climate change vulnerability

Climate change vulnerability (or climate vulnerability or climate risk vulnerability) is a concept that describes how strongly people or ecosystems are likely to be affected by climate change. It is defined as the "propensity or predisposition to be adversely affected" by climate change. It can apply to humans and also to natural systems (or ecosystems).[1]: 12  Related concepts include climate sensitivity and the ability, or lack thereof, to cope and adapt.[1]: 5  Vulnerability is a component of climate risk. Vulnerability differs within communities and across societies, regions, and countries, and can increase or decrease over time.[1]: 12 

World gross national income per capita: Lower income countries tend to have a higher vulnerability to climate change.

Vulnerability of people and ecosystems with regards to climate change effects is driven by certain unsustainable development patterns such as "unsustainable ocean and land use, inequity, marginalization, historical and ongoing patterns of inequity such as colonialism, and governance".[1]: 12  Therefore, vulnerability is higher in some locations than in others. Certain aspects within a region increase vulnerability, for example poverty, bad governance and violent conflict. Some types of livelihoods are regarded as particularly climate-sensitive, resulting in a higher level of climate change vulnerability. These include for example smallholder farmers, pastoralists and fishing communities.[1]: 12 

Vulnerability can be grouped into two overlapping categories: These are economic vulnerability, based on socioeconomic factors, and geographic vulnerability. People who are more vulnerable than others include for example people with low incomes, indigenous peoples, women, children, the elderly.

There are several tools available to assess climate vulnerability. Because climate vulnerability disproportionally affects low-income countries, climate vulnerability has become an important tool in international negotiations about climate change adaptation, climate finance and other international policy making activities.

Definition edit

Climate change vulnerability is defined as the "propensity or predisposition to be adversely affected" by climate change. It can apply to humans but also to natural systems (ecosystems), and both are interdependent.[1]: 12  Vulnerability is a component of climate risk. Vulnerability will be higher if the capacity to cope and adapt is low.[1]: 5 

Climate vulnerability can include a wide variety of different meanings, situations, and contexts in climate change research, but has been a central concept in academic research since 2005.[2] The concept was defined in the third IPCC report in 2007 as "the degree to which a system is susceptible to, and unable to cope with, adverse effects of climate change, including climate variability and extremes".[3]: 89  The IPCC Sixth Assessment Report in 2022 stated that "approaches to analysing and assessing vulnerability have evolved since previous IPCC assessments".[1]: 5 

Scale edit

 
 
 
 
Some climate change effects: Wildfire caused by heat and dryness, bleached coral caused by ocean acidification and heating, environmental migration caused by desertification, and coastal flooding caused by storms and sea level rise.

It has been estimated in 2021 that "approximately 3.3 to 3.6 billion people live in contexts that are highly vulnerable to climate change".[1]: 12 

The vulnerability of ecosystems and people to climate change is not the same everywhere: there are marked differences among and within regions.[1]: 12  Vulnerability can also increase or decrease over time.[1]: 5  See regions that are particularly vulnerable below.

Types edit

Vulnerability can be grouped into two overlapping categories: economic vulnerability, based on socioeconomic factors, and geographic vulnerability. Neither are mutually exclusive.

Economic vulnerability edit

At its basic level, a community that is economically vulnerable is one that is ill-prepared for the effects of climate change because it lacks the needed financial resources.[4] Preparing a climate resilient society will require huge[quantify] investments in infrastructure, city planning, engineering sustainable energy sources, and preparedness systems.[clarification needed] From a global perspective, it is more likely that people living at or below poverty will be affected the most by climate change and are thus the most vulnerable, because they will have the least amount of resource dollars to invest in resiliency infrastructure. They will also have the least amount of resource dollars for cleanup efforts after more frequently occurring natural climate change related disasters.[5]

Vulnerability of ecosystems and people to climate change is driven by certain unsustainable development patterns such as "unsustainable ocean and land use, inequity, marginalization, historical and ongoing patterns of inequity such as colonialism, and governance".[1]: 12  Therefore, vulnerability is higher in some locations than in others. Certain aspects within a region increase vulnerability, for example poverty, governance challenges and violent conflict. Some types of livelihoods are regarded as particularly climate-sensitive, resulting in a higher level of climate change vulnerability. These include for example smallholder farmers, pastoralists and fishing communities.[1]: 12 

Societal vulnerability to climate change is largely dependent on development status.[6]: 336  Developing countries lack the necessary financial resources to relocate those living in low-lying coastal zones, making them more vulnerable to climate change than developed countries.[7]: 317 

Geographic vulnerability edit

A second definition of vulnerability relates to geographic vulnerability. The most geographically vulnerable locations to climate change are those that will be impacted by side effects of natural hazards, such as rising sea levels and by dramatic changes in ecosystem services, including access to food. Island nations are usually noted as more vulnerable but communities that rely heavily on a sustenance based lifestyle are also at greater risk.[8]

Vulnerable communities tend to have one or more of these characteristics:[9] food insecure, water is scarce, delicate marine ecosystem, fish dependent, small island community.

Around the world, climate change affects rural communities that heavily depend on their agriculture and natural resources for their livelihood. Increased frequency and severity of climate events disproportionately affects women, rural, dryland, and island communities.[10] This leads to more drastic changes in their lifestyles and forces them to adapt to this change. It is becoming more important for local and government agencies to create strategies to react to change and adapt infrastructure to meet the needs of those impacted. Various organizations work to create adaptation, mitigation, and resilience plans that will help rural and at risk communities around the world that depend on the earth's resources to survive.[11]

Regions that are more vulnerable edit

All regions of the world are vulnerable to climate change but to a different degree. With high confidence, researchers concluded in 2001 that developing countries would tend to be more vulnerable to climate change than developed countries.[12]: 957–958  For example, Africa's major economic sectors are vulnerable to climate variability.[13]: 435  Latin America's vulnerability is considered to be high.[14]: 697  In Australia and New Zealand, some indigenous communities were judged to have a higher level of vulnerability and low adaptive capacity.[15]: 509  Small island Developing States are particularly vulnerable to climate change.[16]: 689  Partly this was attributed to their low adaptive capacity and the high costs of adaptation in proportion to their GDP.

The Arctic is extremely vulnerable to climate change. It is predicted that there will be major ecological, sociological, and economic impacts in the region.[17]: 804–805 

In comparison, the climate vulnerability of Europe is lower than in developing countries. This was attributed to Europe's high GNP, stable growth, stable population, and well-developed political, institutional, and technological support systems.[18]: 643 

Climate Vulnerable Forum edit

The Climate Vulnerable Forum (CVF) is a global partnership of countries that are disproportionately affected by the consequences of climate change.[19] The forum addresses the negative effects of climate change as a result of heightened socioeconomic and environmental vulnerabilities. These countries actively seek a firm and urgent resolution to the current intensification of climate change, domestically and internationally.[20] The CVF was formed to increase the accountability of industrialized nations for the consequences of global climate change. It also aims to exert additional pressure for action to tackle the challenge, which includes the local action by countries considered susceptible.[20] Political leaders involved in this partnership are "using their status as those most vulnerable to climate change to punch far above their weight at the negotiating table".[21] The governments which founded the CVF agree to national commitments to pursue low-carbon development and carbon neutrality.[22]

People who are more vulnerable edit

 
Hurricane Ida (2021) flooding effects in Pennsylvania, US where poorer neighbourhoods were more affected.

People who are more vulnerable to the effects of climate change than others include for example people with low incomes, indigenous peoples, women, children, the elderly. More specifically, when looking at the effects of climate change on human health, a report published in The Lancet found that the greatest impact tends to fall on the most vulnerable people such as the poor, women, children, the elderly, people with pre-existing health concerns, other minorities and outdoor workers.[23]: 13 

Climate change does not affect people within communities in the same way. It can have a bigger impact on vulnerable groups such as women, the elderly, religious minorities and refugees than on others.[24]

  • People living in poverty: Climate change disproportionally affects poor people in low-income communities and developing countries around the world. Those in poverty have a higher chance of experiencing the ill-effects of climate change, due to their increased exposure and vulnerability.[25] A 2020 World Bank paper estimated that between 32 million to 132 million additional people will be pushed into extreme poverty by 2030 due to climate change.[26]
  • Women: Climate change increases gender inequality.[27] It reduces women's ability to be financially independent,[28] and has an overall negative impact on the social and political rights of women. This is especially the case in economies that are heavily based on agriculture.[27]
  • Indigenous peoples: Indigenous communities tend to rely more on the environment for food and other necessities. This makes them more vulnerable to disturbances in ecosystems.[29] Indigenous communities across the globe generally have bigger economic disadvantages than non-indigenous communities. This is due to the oppression they have experienced. These disadvantages include less access to education and jobs and higher rates of poverty. All this makes them more vulnerable to climate change.[30]
  • Children: The Lancet review on health and climate change lists children among the worst-affected by global warming.[31] Children are 14–44 percent more likely to die from environmental factors.[32]

Reducing vulnerability edit

Vulnerability can be reduced through climate change adaptation measures.[1]: 5  For this reason, vulnerability is often framed in dialogue with climate change adaptation. Furthermore, measures that reduce poverty, gender inequality, bad governance and violent conflict would also reduce vulnerability. And finally, vulnerability would be reduced for everyone if decisive action on climate change was taken (climate change mitigation) so that the effects of climate change are less severe.[citation needed]

Climate change adaptation edit

 
 
 
 
Adapting to climate change involves structural, physical, social and institutional approaches. Clockwise from top left: mangrove planting and other habitat conservation; seawalls to protect against storm surge worsened by sea level rise; green roofs provide cooling in cities and reduce urban heat island effects; selective breeding for drought-resistant crops.
Climate change adaptation is the process of adjusting to the effects of climate change. These can be both current or expected impacts.[33] Adaptation aims to moderate or avoid harm for people. It also aims to exploit opportunities. Humans may also intervene to help adjustment for natural systems.[33] There are many adaptation strategies or options. They can help manage impacts and risks to people and nature. We can classify adaptation actions in four ways. These are infrastructural and technological; institutional; behavioural and cultural; and nature-based options.[34]: fig. 16.5 

Climate resilience edit

Climate resilience is defined as the "capacity of social, economic and ecosystems to cope with a hazardous event or trend or disturbance".[35]: 7  This is done by "responding or reorganising in ways that maintain their essential function, identity and structure (as well as biodiversity in case of ecosystems) while also maintaining the capacity for adaptation, learning and transformation".[35]: 7  The key focus of increasing climate resilience is to reduce the climate vulnerability that communities, states, and countries currently have with regards to the many effects of climate change.[36] Efforts to build climate resilience encompass social, economic, technological, and political strategies that are being implemented at all scales of society. From local community action to global treaties, addressing climate resilience is becoming a priority, although it could be argued that a significant amount of the theory has yet to be translated into practice.[37]

Climate justice edit

Equity is another essential component of vulnerability and is closely tied to issues of environmental justice and climate justice. As the most vulnerable communities are likely to be the most heavily impacted, a climate justice movement is coalescing in response. There are many aspects of climate justice that relate to vulnerability and resiliency. The frameworks are similar to other types of justice movements and include contractarianism which attempts to allocate the most benefits for the poor, utilitarianism which seeks to find the most benefits for the most people, egalitarianism which attempts to reduce inequality, and libertarianism which emphasizes a fair share of burden but also individual freedoms.[38]

Measurement tools edit

Vulnerability assessment is important because it provides information that can be used to develop management actions in response to climate change.[39] Climate vulnerability can be analyzed or evaluated using a number of processes or tools, depending mainly on the scale of assessment (see below).

Assessments edit

Climate change vulnerability assessments are available at all scales. Global vulnerability assessments are based on spatial mapping using aggregated data for the regional or national level.[40]: 1195–1199  Assessments are also done at sub-national and sectoral level, and also increasingly for cities on an urban district or neighbourhood scale. Vulnerability assessment is also done for local communities to evaluate where and how communities and livelihoods are vulnerable to climate change. Studies can vary widely in scope and scale-- for example the World Bank and Ministry of Economy of Fiji commissioned a report for the whole country in 2017-18[41] while the Rochester, New York commissioned a much more local report for the city in 2018.[42] Or, for example, NOAA Fisheries commissioned Climate Vulnerability assessments for marine fishers in the United States.[43] In some cases vulnerability assessment is done in advance of preparing local climate adaptation plans or risk management plans.[44]

While the macro-scale vulnerability assessment often uses indices, modelling and participatory approaches are also used for which there are a range of tools (see below).

Indicators and indices edit

Global indices for climate change vulnerability include the ND-GAIN Country Index, which measures national climate vulnerability globally, INFORM Risk Index and the WorldRiskIndex, which include social vulnerability indices.[45] Indicator approaches are also used at national and sub-national levels. They use a composite index of many individual quantifiable indicators. To generate the index value or 'score', most often a simple average is calculated across a set of standardized values. However, sometimes weighting is done according what are thought to be the most important determinants of vulnerability.

Climate vulnerability tracking starts identifying the relevant information, preferably open access, produced by state or international bodies at the scale of interest. Then a further effort to make the vulnerability information freely accessible to all development actors is required.[46] Vulnerability tracking has many applications. It constitutes an indicator for the monitoring and evaluation of programs and projects for resilience and adaptation to climate change. Vulnerability tracking is also a decision making tool in regional and national adaptation policies.[46]

Tools for vulnerability assessment edit

Similarly as for climate risk assessment, tools for vulnerability assessment vary depending on the sector, the scale at which the study is being carried out, and the entity or system which is thought to vulnerable. Modelling and other participatory tools include WEAP for understanding water resource vulnerabilities and assessing adaptation options. The Vulnerability Sourcebook is a guide for practical and scientific knowledge on vulnerability assessment.[47] Climate vulnerability mapping is also used to understand which areas are the most geographically vulnerable. A systematic review published in 2019 found 84 studies focused on the use of mapping to communicate and do analysis of climate vulnerability.[48]

Examples by country edit

See also edit

References edit

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climate, change, vulnerability, climate, vulnerability, climate, risk, vulnerability, concept, that, describes, strongly, people, ecosystems, likely, affected, climate, change, defined, propensity, predisposition, adversely, affected, climate, change, apply, h. Climate change vulnerability or climate vulnerability or climate risk vulnerability is a concept that describes how strongly people or ecosystems are likely to be affected by climate change It is defined as the propensity or predisposition to be adversely affected by climate change It can apply to humans and also to natural systems or ecosystems 1 12 Related concepts include climate sensitivity and the ability or lack thereof to cope and adapt 1 5 Vulnerability is a component of climate risk Vulnerability differs within communities and across societies regions and countries and can increase or decrease over time 1 12 World gross national income per capita Lower income countries tend to have a higher vulnerability to climate change Vulnerability of people and ecosystems with regards to climate change effects is driven by certain unsustainable development patterns such as unsustainable ocean and land use inequity marginalization historical and ongoing patterns of inequity such as colonialism and governance 1 12 Therefore vulnerability is higher in some locations than in others Certain aspects within a region increase vulnerability for example poverty bad governance and violent conflict Some types of livelihoods are regarded as particularly climate sensitive resulting in a higher level of climate change vulnerability These include for example smallholder farmers pastoralists and fishing communities 1 12 Vulnerability can be grouped into two overlapping categories These are economic vulnerability based on socioeconomic factors and geographic vulnerability People who are more vulnerable than others include for example people with low incomes indigenous peoples women children the elderly There are several tools available to assess climate vulnerability Because climate vulnerability disproportionally affects low income countries climate vulnerability has become an important tool in international negotiations about climate change adaptation climate finance and other international policy making activities Contents 1 Definition 2 Scale 3 Types 3 1 Economic vulnerability 3 2 Geographic vulnerability 4 Regions that are more vulnerable 4 1 Climate Vulnerable Forum 5 People who are more vulnerable 6 Reducing vulnerability 6 1 Climate change adaptation 6 2 Climate resilience 6 3 Climate justice 7 Measurement tools 7 1 Assessments 7 1 1 Indicators and indices 7 1 2 Tools for vulnerability assessment 8 Examples by country 9 See also 10 ReferencesDefinition editClimate change vulnerability is defined as the propensity or predisposition to be adversely affected by climate change It can apply to humans but also to natural systems ecosystems and both are interdependent 1 12 Vulnerability is a component of climate risk Vulnerability will be higher if the capacity to cope and adapt is low 1 5 Climate vulnerability can include a wide variety of different meanings situations and contexts in climate change research but has been a central concept in academic research since 2005 2 The concept was defined in the third IPCC report in 2007 as the degree to which a system is susceptible to and unable to cope with adverse effects of climate change including climate variability and extremes 3 89 The IPCC Sixth Assessment Report in 2022 stated that approaches to analysing and assessing vulnerability have evolved since previous IPCC assessments 1 5 Scale editSee also Effects of climate change nbsp nbsp nbsp nbsp Some climate change effects Wildfire caused by heat and dryness bleached coral caused by ocean acidification and heating environmental migration caused by desertification and coastal flooding caused by storms and sea level rise It has been estimated in 2021 that approximately 3 3 to 3 6 billion people live in contexts that are highly vulnerable to climate change 1 12 The vulnerability of ecosystems and people to climate change is not the same everywhere there are marked differences among and within regions 1 12 Vulnerability can also increase or decrease over time 1 5 See regions that are particularly vulnerable below Types editVulnerability can be grouped into two overlapping categories economic vulnerability based on socioeconomic factors and geographic vulnerability Neither are mutually exclusive Economic vulnerability edit At its basic level a community that is economically vulnerable is one that is ill prepared for the effects of climate change because it lacks the needed financial resources 4 Preparing a climate resilient society will require huge quantify investments in infrastructure city planning engineering sustainable energy sources and preparedness systems clarification needed From a global perspective it is more likely that people living at or below poverty will be affected the most by climate change and are thus the most vulnerable because they will have the least amount of resource dollars to invest in resiliency infrastructure They will also have the least amount of resource dollars for cleanup efforts after more frequently occurring natural climate change related disasters 5 Vulnerability of ecosystems and people to climate change is driven by certain unsustainable development patterns such as unsustainable ocean and land use inequity marginalization historical and ongoing patterns of inequity such as colonialism and governance 1 12 Therefore vulnerability is higher in some locations than in others Certain aspects within a region increase vulnerability for example poverty governance challenges and violent conflict Some types of livelihoods are regarded as particularly climate sensitive resulting in a higher level of climate change vulnerability These include for example smallholder farmers pastoralists and fishing communities 1 12 Societal vulnerability to climate change is largely dependent on development status 6 336 Developing countries lack the necessary financial resources to relocate those living in low lying coastal zones making them more vulnerable to climate change than developed countries 7 317 Geographic vulnerability edit A second definition of vulnerability relates to geographic vulnerability The most geographically vulnerable locations to climate change are those that will be impacted by side effects of natural hazards such as rising sea levels and by dramatic changes in ecosystem services including access to food Island nations are usually noted as more vulnerable but communities that rely heavily on a sustenance based lifestyle are also at greater risk 8 Vulnerable communities tend to have one or more of these characteristics 9 food insecure water is scarce delicate marine ecosystem fish dependent small island community Around the world climate change affects rural communities that heavily depend on their agriculture and natural resources for their livelihood Increased frequency and severity of climate events disproportionately affects women rural dryland and island communities 10 This leads to more drastic changes in their lifestyles and forces them to adapt to this change It is becoming more important for local and government agencies to create strategies to react to change and adapt infrastructure to meet the needs of those impacted Various organizations work to create adaptation mitigation and resilience plans that will help rural and at risk communities around the world that depend on the earth s resources to survive 11 Regions that are more vulnerable editFurther information Effects of climate change Climate change in Africa Climate change in Asia Climate change in Latin America and Climate change in the Arctic All regions of the world are vulnerable to climate change but to a different degree With high confidence researchers concluded in 2001 that developing countries would tend to be more vulnerable to climate change than developed countries 12 957 958 For example Africa s major economic sectors are vulnerable to climate variability 13 435 Latin America s vulnerability is considered to be high 14 697 In Australia and New Zealand some indigenous communities were judged to have a higher level of vulnerability and low adaptive capacity 15 509 Small island Developing States are particularly vulnerable to climate change 16 689 Partly this was attributed to their low adaptive capacity and the high costs of adaptation in proportion to their GDP The Arctic is extremely vulnerable to climate change It is predicted that there will be major ecological sociological and economic impacts in the region 17 804 805 In comparison the climate vulnerability of Europe is lower than in developing countries This was attributed to Europe s high GNP stable growth stable population and well developed political institutional and technological support systems 18 643 Climate Vulnerable Forum edit This section is an excerpt from Climate Vulnerable Forum edit The Climate Vulnerable Forum CVF is a global partnership of countries that are disproportionately affected by the consequences of climate change 19 The forum addresses the negative effects of climate change as a result of heightened socioeconomic and environmental vulnerabilities These countries actively seek a firm and urgent resolution to the current intensification of climate change domestically and internationally 20 The CVF was formed to increase the accountability of industrialized nations for the consequences of global climate change It also aims to exert additional pressure for action to tackle the challenge which includes the local action by countries considered susceptible 20 Political leaders involved in this partnership are using their status as those most vulnerable to climate change to punch far above their weight at the negotiating table 21 The governments which founded the CVF agree to national commitments to pursue low carbon development and carbon neutrality 22 People who are more vulnerable edit nbsp Hurricane Ida 2021 flooding effects in Pennsylvania US where poorer neighbourhoods were more affected People who are more vulnerable to the effects of climate change than others include for example people with low incomes indigenous peoples women children the elderly More specifically when looking at the effects of climate change on human health a report published in The Lancet found that the greatest impact tends to fall on the most vulnerable people such as the poor women children the elderly people with pre existing health concerns other minorities and outdoor workers 23 13 This section is an excerpt from Effects of climate change Social impacts on vulnerable groups edit Climate change does not affect people within communities in the same way It can have a bigger impact on vulnerable groups such as women the elderly religious minorities and refugees than on others 24 People living in poverty Climate change disproportionally affects poor people in low income communities and developing countries around the world Those in poverty have a higher chance of experiencing the ill effects of climate change due to their increased exposure and vulnerability 25 A 2020 World Bank paper estimated that between 32 million to 132 million additional people will be pushed into extreme poverty by 2030 due to climate change 26 Women Climate change increases gender inequality 27 It reduces women s ability to be financially independent 28 and has an overall negative impact on the social and political rights of women This is especially the case in economies that are heavily based on agriculture 27 Indigenous peoples Indigenous communities tend to rely more on the environment for food and other necessities This makes them more vulnerable to disturbances in ecosystems 29 Indigenous communities across the globe generally have bigger economic disadvantages than non indigenous communities This is due to the oppression they have experienced These disadvantages include less access to education and jobs and higher rates of poverty All this makes them more vulnerable to climate change 30 Children The Lancet review on health and climate change lists children among the worst affected by global warming 31 Children are 14 44 percent more likely to die from environmental factors 32 Reducing vulnerability editVulnerability can be reduced through climate change adaptation measures 1 5 For this reason vulnerability is often framed in dialogue with climate change adaptation Furthermore measures that reduce poverty gender inequality bad governance and violent conflict would also reduce vulnerability And finally vulnerability would be reduced for everyone if decisive action on climate change was taken climate change mitigation so that the effects of climate change are less severe citation needed Climate change adaptation edit nbsp nbsp nbsp nbsp Adapting to climate change involves structural physical social and institutional approaches Clockwise from top left mangrove planting and other habitat conservation seawalls to protect against storm surge worsened by sea level rise green roofs provide cooling in cities and reduce urban heat island effects selective breeding for drought resistant crops This section is an excerpt from Climate change adaptation edit Climate change adaptation is the process of adjusting to the effects of climate change These can be both current or expected impacts 33 Adaptation aims to moderate or avoid harm for people It also aims to exploit opportunities Humans may also intervene to help adjustment for natural systems 33 There are many adaptation strategies or options They can help manage impacts and risks to people and nature We can classify adaptation actions in four ways These are infrastructural and technological institutional behavioural and cultural and nature based options 34 fig 16 5 Climate resilience edit This section is an excerpt from Climate resilience edit Climate resilience is defined as the capacity of social economic and ecosystems to cope with a hazardous event or trend or disturbance 35 7 This is done by responding or reorganising in ways that maintain their essential function identity and structure as well as biodiversity in case of ecosystems while also maintaining the capacity for adaptation learning and transformation 35 7 The key focus of increasing climate resilience is to reduce the climate vulnerability that communities states and countries currently have with regards to the many effects of climate change 36 Efforts to build climate resilience encompass social economic technological and political strategies that are being implemented at all scales of society From local community action to global treaties addressing climate resilience is becoming a priority although it could be argued that a significant amount of the theory has yet to be translated into practice 37 Climate justice edit Further information Climate justice Equity is another essential component of vulnerability and is closely tied to issues of environmental justice and climate justice As the most vulnerable communities are likely to be the most heavily impacted a climate justice movement is coalescing in response There are many aspects of climate justice that relate to vulnerability and resiliency The frameworks are similar to other types of justice movements and include contractarianism which attempts to allocate the most benefits for the poor utilitarianism which seeks to find the most benefits for the most people egalitarianism which attempts to reduce inequality and libertarianism which emphasizes a fair share of burden but also individual freedoms 38 Measurement tools editVulnerability assessment is important because it provides information that can be used to develop management actions in response to climate change 39 Climate vulnerability can be analyzed or evaluated using a number of processes or tools depending mainly on the scale of assessment see below Assessments edit See also Vulnerability assessment Climate change vulnerability assessments are available at all scales Global vulnerability assessments are based on spatial mapping using aggregated data for the regional or national level 40 1195 1199 Assessments are also done at sub national and sectoral level and also increasingly for cities on an urban district or neighbourhood scale Vulnerability assessment is also done for local communities to evaluate where and how communities and livelihoods are vulnerable to climate change Studies can vary widely in scope and scale for example the World Bank and Ministry of Economy of Fiji commissioned a report for the whole country in 2017 18 41 while the Rochester New York commissioned a much more local report for the city in 2018 42 Or for example NOAA Fisheries commissioned Climate Vulnerability assessments for marine fishers in the United States 43 In some cases vulnerability assessment is done in advance of preparing local climate adaptation plans or risk management plans 44 While the macro scale vulnerability assessment often uses indices modelling and participatory approaches are also used for which there are a range of tools see below Indicators and indices edit Global indices for climate change vulnerability include the ND GAIN Country Index which measures national climate vulnerability globally INFORM Risk Index and the WorldRiskIndex which include social vulnerability indices 45 Indicator approaches are also used at national and sub national levels They use a composite index of many individual quantifiable indicators To generate the index value or score most often a simple average is calculated across a set of standardized values However sometimes weighting is done according what are thought to be the most important determinants of vulnerability Climate vulnerability tracking starts identifying the relevant information preferably open access produced by state or international bodies at the scale of interest Then a further effort to make the vulnerability information freely accessible to all development actors is required 46 Vulnerability tracking has many applications It constitutes an indicator for the monitoring and evaluation of programs and projects for resilience and adaptation to climate change Vulnerability tracking is also a decision making tool in regional and national adaptation policies 46 Tools for vulnerability assessment edit Similarly as for climate risk assessment tools for vulnerability assessment vary depending on the sector the scale at which the study is being carried out and the entity or system which is thought to vulnerable Modelling and other participatory tools include WEAP for understanding water resource vulnerabilities and assessing adaptation options The Vulnerability Sourcebook is a guide for practical and scientific knowledge on vulnerability assessment 47 Climate vulnerability mapping is also used to understand which areas are the most geographically vulnerable A systematic review published in 2019 found 84 studies focused on the use of mapping to communicate and do analysis of climate vulnerability 48 Examples by country editSee 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