State of the Nationally Determined Contributions: Enhancing Adaptation Ambition

Appendix A: Methodology for Tracking and ASSessing the Adaptation Components of Updated NDCs

Assessment Methodology

The research was based on the textual analysis of NDC documents submitted by governments to the UNFCCC, made available in the NDC registry on a rolling basis (UNFCCC 2021b). A total of 86 first NDCs and 86 updated NDCs, and nine NAP documents, submitted to the UNFCCC NAP Central, were also analyzed (UNFCCC n.d.).

An assessment tool was developed in Microsoft Excel, and a team of five coders completed the coding of the NDCs. A few initial NDCs were double coded in a pilot run of the tool to ensure standardization and consistency. Based on the results of this pilot assessment, the tool kit was revised in content and structure. Once the revised tool kit was finalized, coders single coded each document. One of the coders spoke Spanish and translated the documents that were in Spanish and did not have formal English translations. All coded documents were reviewed once by an external consultant and then finalized. All the data from this assessment are available in WRI’s Climate Watch platform at www.climatewatchdata.org.

The assessment framework included four distinct modules to answer questions related to specific indicators. These components were merged during the tool redesign to ease coding. The final framework tool had two sheets: one to answer adaptation-related questions from the NDCs and a second sheet to code the adaptation priorities in the NDCs.

The framework starts out with a few general questions related to identifying the coder, the type of document coded, the presence of an adaptation component, and links to adaptation communications. The rest of the framework consists of the following components.

Component 1: Elements of Adaptation Communications

The UNFCCC has provided no guidance to Parties on how to structure the adaptation component of the NDCs. The closest such guidance is one produced during COP24 (2018) for the development of adaptation communications. This guidance was used as the first step for the analysis of the NDCs. WRI’s Enhancing NDCs: A Guide to Strengthening National Climate Plans by 2020 report included a table of additional questions to ask related to this guidance (Fransen et al. 2019). This table was further modified to develop questions for this assessment.

The full list of questions and subquestions that were derived from the guidance and from WRI’s Enhancing NDCs report is presented below in Table A1. The last column also includes instructions to coders on what to look for in each question.

Table A1 | Elements of an Adaptation Communication

Category

Main Question

Subquestion

Instructions

National circumstances, institutional arrangements, and legal frameworks

Does the nationally determined contribution (NDC) describe the adaptation planning process and the NDC development planning process?

Description of the planning process for NDC development

Institution leading the NDC development, stakeholders involved (civil society organization, private sector, academia, technical bodies), timeline

Description of the planning process for adaptation planning

Institution leading the adaptation planning, stakeholders involved (civil society organizations, private sector, academia, technical bodies), timeline, multistakeholder processes, primarily aligned with the NDC development process

If there is reference to future plans (and not existing plans), limit answers to national adaptation plan (NAP) or national climate change strategy

Is there a description of institutional arrangements to enhance coordination (sectors, other processes, national development, etc.), planning, and implementation?

Description of coordination process for adaptation planning

Lead body identified for coordinating adaptation planning, evidence of vertical coordination (national to local), evidence of horizontal coordination (across sectors and ministries); this question is looking at how they set up the institutional structure to set up the national plan

Description of coordination process with other development or climate change processes

Lead body identified for coordinating other processes, evidence of alignment of adaptation planning with other processes (explicit links to other national or sectoral development plans, policies, and programs)

Impacts, risks, and vulnerabilities

Does the NDC include short-, medium-, and long-term trends for changes in the climate?

Short- and/or medium-term trends in climate change

2030–50: Temperature (hot and cold days, high temperature), precipitation (rainfall), sea level rise, extreme events, other impacts (floods and droughts); they may note differences in regions/geographic areas

Long-term trends in climate change

2100 and beyond: Temperature (hot and cold days, high temperature), precipitation (rainfall and drought), sea level rise, extreme events, other impacts (floods and droughts); they may note differences in regions/geographic areas

Does the NDC include information about the impact of climate change on specific sectors/systems?

Physical climate change impacts on sectors/ systems

If the NDC provides own sectoral categorizations, use ones in NDC; if this is unclear, use the 15 Climate Watch (CW) sectors from Annex 1 to present physical sectoral climate impacts

Vulnerabilities and risks for specific population groups

Look for references to groups such as children, elderly, poor, rural small-scale farmers, informal laborers, etc.

National adaptation priorities, strategies, policies, plans, goals, and actions

Does the NDC articulate a vision or a goal for adaptation?

Include specific language related to the main aim of national adaptation efforts; identify if there is an explicit adaptation goal and if it has a target; if it is unclear, or lacking a clear goal, answer “no”

Does the NDC identify plans and policies at the national or subnational level relevant for adaptation?

Plans and policies relevant for adaptation at national/

sectoral level

If list of relevant policies is long, use Annex 1 CW economic sectors to categorize plans and policies

Plans and policies relevant for adaptation at subnational level

If list of relevant policies is long, use CW sectors to categorize plans and policies

Does the NDC identify adaptation priorities?

Priorities refer to actions, sector plans, discrete actions that a country puts forward as its adaptation commitments

If “yes,” fill out Component 2; if an NDC only lists priority sectors, without much detail, still fill out “yes” and code it in Component 2

Does the NDC identify targets for adaptation that are not directly linked to adaptation priorities?

Targets or indicators refer to specific end goals that countries want to achieve with adaptation actions; only answer this question “yes” if identified targets are not directly linked to priorities and not included in Component 2

Implementation and support needs of, and provision of support to, developing-country parties

Does the NDC identify financial needs for implementing identified adaptation priorities?

Total unconditional financial needs for adaptation

Unconditional here implies that the country would implement actions regardless of availability of financial resources

If an NDC has adaptation component, but only has financial figures for both adaptation and mitigation and does not identify adaptation-specific numbers, do not include general funding figures here

Total conditional financial needs for adaptation

Conditional implies a country would only implement these actions in the event of finances available for them; if costs are high and it is unclear that they are un/conditional, assume that country will require additional/external financing

Does the NDC identify other nonfinancial support needs?

Technology transfer, data/information provision, capacity building (specify for whom), other

These should be specific needs identified in addition to financial resources for improving adaptive capacity

Implementation of adaptation actions and plans

Does the NDC provide details on past planning milestones, outputs, and investments made and planned?

Past planning milestones

List any advances reported by countries on adaptation planning; these could include national policies, national plans, sectoral plans, subnational plans, etc.

This should be more general—what countries have done in terms of

outputs, money spending, etc.

Outputs of adaptation actions

Include results from implementation of adaptation activities; this question is not looking for high-level impacts but for results (outputs) from activities

Adaptation investments made

Include any specific investments made for adaptation listed by country as already made in the NDC

Does the NDC provide details on adaptation efforts achieved to date for recognition?

List specific activities the country has identified that they are proud of and want to showcase at the international level

Only include if NDC mentions specific achievements related to adaptation activities implemented

Does the NDC provide details on national, regional, and international cooperation on enhancing adaptation, as appropriate?

If “yes,” identify mentions of shared database and knowledge platforms, participating in regional or international networks, transboundary plans, or initiatives

Does the NDC identify barriers, challenges, and gaps related to implementation of adaptation?

Lack of climate and risk information, data, and knowledge

These questions are general discussions about barriers/challenges/gaps; ideally they should flow from earlier question 5b (may be similar identifying as a gap but does not ask for specific support)

Lack of access to technology

Specify details of technology, if available

Lack of capacity

Specify whose capacity and what kind, if possible

Lack of financial resources

Specify financial details if they exist

Other barriers

List any other barriers not included above

Does the NDC identify good practices and lessons learned?

Good practices identified

This answer will need to demonstrate “how to” practice good adaptation, not just about achievements

Lessons learned for adaptation implementation and planning

Identify any lessons learned around adaptation planning, implementation, and/or monitoring, evaluation, and learning (MEL) identified in the NDC; include concrete lessons where available

Does the NDC describe a monitoring and evaluation approach for adaptation?

Institutional set up for MEL of adaptation activities

Identify the institution responsible for overall MEL of adaptation only; link with sectoral agencies, with subnational levels

Indicators, metrics, or criteria for MEL

Indicate type of indicators, nature of metrics used, link with targets, etc., for adaptation MEL

Alignment with other national MEL systems

Identify references to other national systems for M&E and links; no need to go looking beyond the MEL section to answer this question

Link with economic diversification plans and mitigation cobenefits

Does the NDC include adaptation actions with mitigation cobenefits?

Emission reduction potential of adaptation actions identified?

If emission reductions are quantified, include here; otherwise, only provide simple detail on activity identified

Are above adaptation actions accounted for in mitigation section?

May need to look at mitigation section to check that adaptation actions with identified quantified emission reductions are accounted for; only include evidence/say “yes” if the adaptation actions in component 2 or in 7a.i are specifically accounted for in the mitigation section

Does the NDC include economic diversification plans with links to mitigation and adaptation?

Economic diversification is the process of shifting an economy away from a single income source toward multiple sources from a growing range of sectors and markets; it is mostly relevant for oil-rich states in the context of the United Nations Framework Convention on Climate Change (UNFCCC) negotiations

In the context of climate change adaptation, it takes on a new relevance as a strategy to diversify away from vulnerable products, markets, and jobs toward income sources that are low emissions and more climate resilient; however, if economic diversification is identified in the context of resilience building of rural livelihoods, it should not be included here; if anything in NDC on economic diversification to biodiversity, it should not be in this answer

Contribution to other international frameworks and/or conventions

Does the NDC include references to other international frameworks and/or conventions in the adaptation component?

Look for references to international frameworks or conventions outside of the UNFCCC; the major ones include the Sustainable Development Goals (include specific ones if provided), Sendai Framework for Disaster Risk Reduction, Convention on Biological Diversity, and Convention to Combat Desertification

Please identify all international frameworks that have been mentioned (we are only interested in multilateral global conventions, and only those a country has identified as being relevant for adaptation); identify convention and list page numbers (no need to copy quotes)

Gender-responsive adaptation action and traditional knowledge, knowledge of indigenous peoples, and local knowledge systems related to adaptation

Does the NDC include information on how gender has been/will be mainstreamed into planning and implementation?

Addresses gender differences in adaptation needs, opportunities, and capacities

May need to look at adaptation priorities to check how gender differences have been addressed

Addresses equitable participation and influence by women and men in decision-making

May need to look at adaptation priorities to check how participation issues have been addressed

Recognizes that financial resources and other benefits resulting from adaptation investments should be equally distributed between women and men

Look for discussions of equal distribution of benefits from adaptation investments between men and women

Inclusion of gender equality and women’s empowerment in adaptation MEL system, including sex-disaggregated data collection

It may be necessary to look at the adaptation MEL section to assess this question

Identify if gender is mainstreamed in the MEL framework, if there are gender-relevant indicators, and if data collection is sex disaggregated

Does the NDC include reference to the inclusion of indigenous and local communities and/or their knowledge?

Does the NDC support increased indigenous rights, agency, and governance systems?

Any reference to indigenous people/communities/organizations or ethnic minorities

Are local knowledge and technologies that preserve culture and indigenous knowledge systems referenced in the NDC?

Specific reference to local and indigenous knowledge systems

Are rights to self-determination and to free, prior, and informed consent (FPIC) for indigenous peoples preserved in the NDC?

FPIC and consultation

Component 2: Critical Systems and Sectors in Adaptation Priorities

Building off the questions above, the priorities communicated in the updated NDCs were reviewed against the action tracks from the Global Commission on Adaptation to assess their comprehensiveness and alignment. An early decision was taken to develop the methodology to check alignment with the core Adapt Now report’s critical systems, not the overarching revolutions in understanding, planning, and financing, as articulated in the Adapt Now report. This assumed that most of the adaptation priorities in the NDCs would be action oriented and along sectoral lines. Human health and locally led adaptation were two additional elements added to final Adapt Now critical system categories. Each critical system has several subcomponents that are critical to reaching success around increasing resilience and adaptive capacities. Each adaptation priority could be coded a total of three times in the assessment tool. This was because there was wide variation in how the priorities were articulated. Whereas some were specific, others were broad and included multiple sectors in the same priority. An “other” category was added to each subcomponent and the systems to capture anything that could not be coded under these categories (Table A2).

Table A2 | Critical Systems and Their Subcomponents for Adaptation

Critical Systems

Subcomponents

Food and nutrition security

  • Improve smallholder productivity
  • Help small-scale producers manage risks from increased variability and climate shocks
  • Address the challenges of the most climate affected and vulnerable
  • Achieve policy coherence by making agriculture interventions climate smart
  • Other

Nature-based solutions

  • Raise understanding of the value of nature for climate adaptation
  • Embed nature-based solutions into adaptation planning and policy
  • Increase investment in nature-based solutions
  • Other

Water

  • Harness the power of nature and expand water infrastructure
  • Cope with water scarcity by using water more productively
  • Prepare for a changing climate by planning for floods and droughts
  • Improve water governance and scale up financing
  • Other

Cities and urban areas

  • Mainstream information on climate risks in the planning and delivery of urban services while strengthening local capacity
  • Harness the power of nature to respond to both water and heat risks
  • Build climate resilience by upgrading living conditions in vulnerable communities and informal settlements, drawing on community knowledge
  • Increase climate-resilient investments and capture value from adaptation benefits
  • Other

Infrastructure

  • Undertake inclusive and climate-informed planning for new and existing infrastructure
  • Mandate climate-resilient design
  • Mobilize private sector investment in resilient infrastructure
  • Prepare financing to minimize disruption when infrastructure damage occurs
  • Other

Disaster risk management

  • Reduce long-term vulnerability and exposure
  • Boost efforts to warn, respond, and protect
  • Increase capacities to absorb and recover from extreme events
  • Other

Financing adaptation

  • Shift how investment decisions get made
  • Scale up and deploy public finance more effectively
  • Scale contingent finance and insurance
  • Harness private capital for resilience
  • Other

Human health

  • Increase investments in climate change and health (research, health adaptation for population health, and health system resilience)
  • Mainstream climate risks in health policies and programs, including on health infrastructure, and health systems
  • Include vulnerable communities and people and indigenous populations in the design of health adaptation plans, programs, and policies
  • Develop new technologies for health adaptation (vaccines, data, artificial intelligence, treatment for heat-related, vector-borne diseases)
  • Other

Locally led adaptation

  • Include diverse groups in decision-making at all levels, such as the design and implementation of adaptation activities
  • Use local knowledge and build local capacities
  • Devolve decision-making to the lowest appropriate level
  • Other

Other

  • Other

Note: These systems were identified in the Global Commission on Adaptation’s Adapt Now report (Bapna et al. 2019).

An analysis compared the existing methodology and adaptation assessment in Climate Watch to the new approach. This assessment revealed that although the new methodology included more information, it could be beneficial to code the adaptation priorities along the older Climate Watch economic sectors. Thus, along with coding the adaptation priorities in the NDCs along the critical systems, they were also coded along the sectoral categories used by Climate Watch using World Bank’s economic sector categorization. The full list of sectors that were used can be found in Table A3. Each adaptation priority could be coded for a total of three times for these sectors as well.

There was wide variation in how countries were articulating their priorities in the NDC documents. Whereas some actions were specific and action oriented, others were broad and included actions in different sectors in the same priority. Categorizing each action many times helped to capture how they mapped across the critical sectors despite such variation.

Table A3 | Economic Sectors Relevant for Adaptation

Agriculture

  • General agriculture
  • Fisheries and aquaculture
  • Food security
  • Crops
  • Livestock
  • Agroforestry
  • Irrigation
  • Agro-ecology
  • Land and soil management
  • Climate smart agriculture

Coastal zone

  • General coastal zone
  • Sea level risk protection
  • Mangroves
  • Fisheries
  • Coastal management

Cross-cutting area

  • Capacity building and knowledge transfer
  • Landscape management
  • Climate services
  • Climate risk management

Disaster risk management

  • General disaster risk management
  • Disaster preparedness
  • Disaster relief and recovery
  • Early warning system
  • Monitoring and evaluation system

Economy wide

  • General economy wide

Education

  • General education

Energy

  • General energy
  • Renewable energy
  • Renewable solar
  • Renewable wind
  • Renewable hydro
  • Renewable geothermal
  • Renewable water
  • Biomass energy
  • Energy access
  • Energy efficiency
  • Power system planning (PSP)
  • PSP: transmission lines
  • PSP: distribution lines
  • PSP: thermal plants

Environment

  • General environment
  • Ecosystem and biodiversity
  • Watershed and river basin management
  • Pollution control
  • Air quality management

Health

  • General health
  • Health services and assessments
  • Awareness raising and behavior change
  • Disease surveillance and control
  • Malnutrition

Land use, land-use change, and forestry/forests

  • General land use, land-use change, and forestry/forests
  • Wetlands
  • Land degradation
  • Afforestation
  • Reforestation
  • Sustainable land management
  • Sustainable forest management

Social development

  • General social development
  • Poverty reduction
  • Gender
  • Safety net
  • Subsidies

Tourism

  • General tourism

Transport

  • General transport
  • Infrastructure
  • Sustainable transport planning

Urban

  • General urban
  • Buildings
  • Waste management
  • Sustainable urban planning

Water

  • General water
  • Water management
  • Water conservation and reuse
  • Water efficiency
  • Water supply
  • Wastewater treatment
  • Infrastructure
  • Water quality
  • Sanitation

Note: Based on World Bank classifications.

Component 3: Losses and Damages

For a number of countries, the adaptation component of their NDCs is also starting to reflect their concerns about losses and damages related to climate change. To better understand how countries were communicating this, the assessment framework attempts to understand both explicit and implicit references to losses and damages. The full list of questions for losses and damages are presented in Table A4 below. Some of these questions ask if a country has explicitly included Loss and Damage in its NDC and has provided a definition of it; if it presents figures for current and future losses and damages and is transparent about the use of climate scenarios in the presentation of these numbers; if it includes references to displacement and migration, noneconomic losses, comprehensive risk management, and insurance; and if it addresses barriers to addressing losses and damages, including capacity gaps, data gaps, institutional setup, policies and laws, and finance.

Table A4 | Loss and Damage

Question

Subquestion

Instructions

Does the nationally determined contribution (NDC) mention losses and damages?

Any mention of losses and damages from climate change in the NDC should get a “yes”

Does the NDC include a definition of Loss and Damage?

If the NDC includes a definition of Loss and Damage, quote it here

Does the NDC have a description of current and future economic loss and damage?

Current economic loss and damage figure

Identify specific numbers if present; countries may present this information for sectors; mention sectoral break down if relevant; countries could present information by climate impact as well

Future economic loss and damage figures

Identify specific numbers if present as well the time period; if information is along sectors, mention sectoral break down; if information present is by climate impact, mention loss and damage by hazard

Use of a climate change scenario when calculating future economic loss and damage

If there is any mention of the use of climate scenarios in assessing future economic loss and damage, mention it here; provide details on the climate scenario used if possible; it may be the case that using different climate change scenarios results in different losses and damages

Does the NDC include noneconomic loss and damage?

Countries may report a wide variety of noneconomic losses; these could include loss of life, health impacts, impacts on human mobility, territory, cultural heritage, indigenous knowledge, biodiversity, ecosystem services, etc.

Does the NDC include descriptions of ongoing and/or prioritized loss and damage initiatives?

Information around slow-onset events

Slow-onset events include sea level rise, increasing temperatures, ocean acidification, glacial retreat and related impacts, salinization, land and forest degradation, loss of biodiversity, and desertificationa

Information on comprehensive risk management approaches (assessment, reduction, transfer, and retention)

These include the following: emergency preparedness; early warning systems, enhanced recovery and rehabilitation; build back better; insurance; social protection instruments, including social safety nets; and transformational approaches

Prioritized adaptation actions may include these even if an NDC does not mention Loss and Damage; in such cases, please identify relevant comprehensive risk management in this question

The United Nations Framework Convention on Climate Change (UNFCCC) produced a compendium of comprehensive risk management approaches in 2019 that is a useful reviewb

Information on human mobility, including migration, displacement, and planned relocation

Concerns about human mobility are often central components of loss and damage discussions at the UNFCCC; the Executive Committee of the Warsaw International Mechanism includes a task force and a strategic work program on displacement tasked with developing recommendations for integrated approaches to avert, minimize, and address displacement related to the adverse impacts of climate change

List references to mobility, displacement, planned relocation, and migration

Information on the provision of finance and capacity building for loss and damage

List here if a country is reporting financial figures for Loss and Damage needs, or if the country mentions capacity building needs with respect to Loss and Damage

Sources: a. UNFCCC 2012; b. WIM Excom 2019a.

Component 4: Transformative Adaptation

The Intergovernmental Panel on Climate Change (IPCC) defines transformative adaptation as actions “seek[ing] to change the fundamental attributes of systems in response to actual or expected climate and its effects, often at a scale and ambition greater than incremental activities. It includes changes in activities, such as changing livelihoods from cropping to livestock or by migrating to take up a livelihood elsewhere, and also changes in our perceptions and paradigms about the nature of climate change, adaptation, and their relationship to other natural and human systems” (Noble et al. 2014).

WRI’s own work seeks to identify transformative pathways and transformative processes to create the types of change described by the IPCC. A set of simple questions derived from Section 4 of WRI’s paper on transformative adaptation was developed (Carter et al. 2021). Staff from WRI’s Climate Resilience Practice conducted this analysis and provided input for the design of these questions. Past papers on transformative adaptation had already identified a number of adaptation priorities in past NDCs as transformative. These were used to further identify adaptation priorities that could be transformative in both the first and updated NDCs. Table A5 presents the full list of questions that were asked for transformative adaptation.

Table A5 | Transformative Adaptation

Question

Subquestion

Instructions

Does the nationally determined contribution (NDC) include references to transformative adaptation?

Identify if an NDC includes the term transformative adaptation or transformation in the adaptation component

An approach that “seeks to change the fundamental attributes of systems in response to actual or expected climate and its effects, often at a scale and ambition greater than incremental activities”a

Does the NDC have adaptation priorities that include a significant expansion in scale with a view of changing the underlying system?

Is the expansion over a larger geographic area or an increase in number of people impacted?

Identify if the priority includes an expansion over geographic area or number of impacted

Does the expansion activity go beyond incremental adaptation to address changes in the overall system?

Transformative adaptation requires a change in the overall system that goes beyond doing business as usual

Identify if the adaptation priorities go beyond simple expansion to address changes to the overall system as well

Does the NDC include adaptation priorities with innovation?

Does the priority include a new application of an approach or technology in a particular region or resource system?

Look for references to new technologies and methods, etc.

Does the NDC include adaptation priorities that include a shift in location for the adaptation action being implemented?

This could include instances such as farming different crops, shifting from farming to nonfarming livelihoods, use of nature-based solutions in locations that did not have them before, etc.

Source: a. Noble et al. 2014.

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