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![](//earnmoneybangla.online/777/templates/cheerup1/res/banner1.gif) Outline for Climate Change Essay: Writing an EssayTable of Contents Changes in weather patterns and conditions are a result of climate change. A number of factors are causing the climate to change quickly right now. It goes without saying that the temperature of the entire planet is rising. Do you consider it to be a severe issue? Yes, melting glaciers are causing sea levels to rise, as you may have heard. Hazardous elements like pollution, coal burning, the release of industrial waste into the atmosphere, etc., have caused a significant change in the climate. Everything above will have an impact on the environment and its resources. You need to raise public awareness of the problem of climate change in addition to taking strict environmental protection and preservation measures. What’s the best way to raise awareness about the issue? Well, write an essay on the issue! But how are you going to write an essay on climate change without a structure or an outline? That’s what we’re going to show you today! Keep reading to find out more about the outline for climate change essay! What’s Climate Change?![climate change css essay outline](https://inkforall.com/wp-content/uploads/2022/12/3d79705e-5df5-e4d2-ef70-651fd8b8bad4-714x476.jpeg.webp) To begin with, if someone needs to write an essay about climate change, they should have an idea of what they will write about. A significant issue facing the entire world, climate change frequently forces millions of people to relocate and causes devastating natural disasters. Global warming is commonly linked to climate change. But this phenomenon has a lot more facets than just this one. A whole region or settlement may become utterly intolerable to live in as a result of climate change. However, it might also have a detrimental impact on natural processes, which would have an unintended ripple effect throughout the entire planet. Weather patterns as a whole are changing due to climate change. We can infer that changes to the typical climatic conditions are caused by climate change. As a result of these changes, there will be more severe storms, heat waves, floods, melting glaciers, etc. The livelihood of people and other living things is being impacted by the numerous climate changes that our planet is undergoing. Among the features of climate change is global warming. These elements cause the atmosphere to release greenhouse gases like carbon dioxide. Examine the causes of climate change listed below. All forms of life on Earth will be affected if the current climate change situation persists in the same way. Sea levels will rise, and the Earth’s temperature will increase. The monsoon patterns will change, and there will be more frequent storms, volcanic eruptions, and other natural disasters. There will be disruptions to the Earth’s biological and ecological balance. As a result of environmental pollution, people won’t be able to breathe clean air or drink clean water. The end of earthly life is imminent. Outline for Climate Change EssayHere’s an example of an outline for climate change essay that you can use in your own. This outline covers the introduction, the main body paragraphs, and finally, the conclusion. We will also give some examples of topics that you can cover in your climate change (or global warming) essay. IntroductionHere, you can give why climate change came to be and how the industrial revolution caused it to accelerate. You can mention why we called this phenomenon global warming at first and why we now refer to it as climate change. Remember, in the introduction part of your climate change essay. You have to include a thesis statement. A thesis statement is a phrase that summarizes the subject and aim of your essay. A strong thesis statement will guide the format of your essay and help your audience comprehend the concepts you’ll be addressing in it. Your paper’s introduction should contain your thesis statement somewhere, usually in the final phrase. Typically, a thesis will be one sentence long. But if your topic is complex, you might find that splitting the thesis statement into two sentences works better. Main Body ParagraphsThis is the meat of your essay on climate change. There are a couple of topics that you can mention here to keep the essay going. We’ll look at a couple of interesting subjects or themes right now. What Causes Climate Change?- Construction of industries during the Industrial Revolution
- Human activities involving the use of fossil fuels are of concern.
- Greenhouse gas usage
- Increasing deforestation
- Gas emissions and chemical leaks
- Platonic movement
- Ozone layer degradation
- Inefficient transportation humans with car infrastructure
- Energy generation using fossil fuels in the 21st century
- Lack of government intervention in those who cause climate change
- Human activities that affect the environment in a negative turn
- The need to extract Earth’s resources
- The problem of human over consumption
- The constant need for new energy sources every year
- The decimation of plant life for human overpopulation on Earth
- Humans damaging the environment and the animal and plant life across the Earth
- The increased amount of pollutants that affect the atmosphere
What Are The Effects of Climate Change and Global Warming?- Elevated global temperature
- Major catastrophes across different countries on Earth
- Melting Ice Caps
- Sea levels are rising.
- Polluted oceans
- The hottest years we have witnessed thanks to global warming
- Continuous cyclones, typhoons, hurricanes, etc.
- Heatwaves caused by global warming
- Substantial rains
- The process of decomposition and higher temperatures
- Seasonal growth
- Reduced Earth Fertility
- Water supplies reducing on a global scale, affecting all life in the world
- Cities around the world are underwater due to climate change and global warming.
- Extreme weather events due to increased carbon dioxide
How Can We Tackle Climate Change and Global Warming?- Cutting back on fossil fuels
- Expanding the number of forests and trees
- Utilizing renewable energy sources
- The introduction of carbon-free technology
- Environmentally friendly transportation
- Utilizing more renewable sources that exist in nature, such as solar and geothermal power.
Concluding RemarksWe hope our guide on writing an essay on climate change and the environment had positive effects on your writing process. If you are still unsure about how to continue your climate change essay, there’s another solution you should know. You can use an essay outline tool like the one we have at INK. This helps to create the structure of your climate change essay for you! This way, you can devote more time to researching instead of thinking about the structure. Best of luck to you in writing essay of the effects of climate change on the environment. We hope our post was able to help you increase awareness on how human activity affects the Earth! ![climate change css essay outline Outline for Climate Change Essay: Writing an Essay](https://inkforall.com/wp-content/uploads/2022/09/Abir-Ghenaiet.png.webp) Abir GhenaietAbir is a data analyst and researcher. Among her interests are artificial intelligence, machine learning, and natural language processing. As a humanitarian and educator, she actively supports women in tech and promotes diversity. Explore All Essay Outline Tool ArticlesHow to write a synthesis essay outline. One of the most interesting assignments you could have is writing a synthesis essay. For a college or university student,… Learning the Structure of an Informational EssayAcademic writing assignments, primarily essays, are required of all college and university students. That’s because they think it will aid… The Correct Way to Structure an ArticleWriting non-fiction has a set format that can be followed, which makes it not all that different from writing fiction.… Exploring the Structure of a Response EssayYou will typically be expected to write in a formal and impersonal voice when you are given the assignment of… Writing a Persuasive Essay? Use This Structure!Writing essays is a requirement of your academic program as a college student. Whether you love them or loathe them,… Writing a Proposal Essay? Read This!Are you writing a proposal essay? To write it correctly, we have to know what a proposal essay actually is.… Climate Change Essay500+ words essay on climate change. Climate change is a major global challenge today, and the world is becoming more vulnerable to this change. Climate change refers to the changes in Earth’s climate condition. It describes the changes in the atmosphere which have taken place over a period ranging from decades to millions of years. A recent report from the United Nations predicted that the average global temperature could increase by 6˚ Celsius at the end of the century. Climate change has an adverse effect on the environment and ecosystem. With the help of this essay, students will get to know the causes and effects of climate change and possible solutions. Also, they will be able to write essays on similar topics and can boost their writing skills. What Causes Climate Change?The Earth’s climate has always changed and evolved. Some of these changes have been due to natural causes such as volcanic eruptions, floods, forest fires etc., but quite a few of them are due to human activities. Human activities such as deforestation, burning fossil fuels, farming livestock etc., generate an enormous amount of greenhouse gases. This results in the greenhouse effect and global warming which are the major causes of climate change. Effects of Climate ChangeIf the current situation of climate change continues in a similar manner, then it will impact all forms of life on the earth. The earth’s temperature will rise, the monsoon patterns will change, sea levels will rise, and storms, volcanic eruptions and natural disasters will occur frequently. The biological and ecological balance of the earth will get disturbed. The environment will get polluted and humans will not be able to get fresh air to breathe and fresh water to drink. Life on earth will come to an end. Steps to be Taken to Reduce Climate ChangeThe Government of India has taken many measures to improve the dire situation of Climate Change. The Ministry of Environment and Forests is the nodal agency for climate change issues in India. It has initiated several climate-friendly measures, particularly in the area of renewable energy. India took several steps and policy initiatives to create awareness about climate change and help capacity building for adaptation measures. It has initiated a “Green India” programme under which various trees are planted to make the forest land more green and fertile. We need to follow the path of sustainable development to effectively address the concerns of climate change. We need to minimise the use of fossil fuels, which is the major cause of global warming. We must adopt alternative sources of energy, such as hydropower, solar and wind energy to make a progressive transition to clean energy. Mahatma Gandhi said that “Earth provides enough to satisfy every man’s need, but not any man’s greed”. With this view, we must remodel our outlook and achieve the goal of sustainable development. By adopting clean technologies, equitable distribution of resources and addressing the issues of equity and justice, we can make our developmental process more harmonious with nature. We hope students liked this essay on Climate Change and gathered useful information on this topic so that they can write essays in their own words. To get more study material related to the CBSE, ICSE, State Board and Competitive exams, keep visiting the BYJU’S website. Frequently Asked Questions on climate change EssayWhat are the reasons for climate change. 1. Deforestation 2. Excessive usage of fossil fuels 3. Water, Soil pollution 4. Plastic and other non-biodegradable waste 5. Wildlife and nature extinction How can we save this climate change situation?1. Avoid over usage of natural resources 2. Do not use or buy items made from animals 3. Avoid plastic usage and pollution Are there any natural causes for climate change?Yes, some of the natural causes for climate change are: 1. Solar variations 2. Volcanic eruption and tsunamis 3. Earth’s orbital changes Leave a Comment Cancel replyYour Mobile number and Email id will not be published. Required fields are marked * Request OTP on Voice Call Post My Comment ![climate change css essay outline climate change css essay outline](https://cdn1.byjus.com/wp-content/uploads/2022/12/Vector-2219-2.png) Register with BYJU'S & Download Free PDFsRegister with byju's & watch live videos. Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript. - View all journals
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- Published: 19 July 2024
Opportunities to strengthen Africa’s efforts to track national-level climate adaptation- Andreea C. Nowak ORCID: orcid.org/0000-0002-8049-5757 1 , 2 ,
- Lucy Njuguna ORCID: orcid.org/0000-0002-3564-520X 3 ,
- Julian Ramirez-Villegas ORCID: orcid.org/0000-0002-8044-583X 1 , 2 ,
- Pytrik Reidsma 2 na1 ,
- Krystal Crumpler ORCID: orcid.org/0009-0008-0425-5111 4 &
- Todd S. Rosenstock ORCID: orcid.org/0000-0002-1958-9500 5
Nature Climate Change ( 2024 ) Cite this article 834 Accesses 62 Altmetric Metrics details - Climate change
- Developing world
Tracking progress towards the Global Goal on Adaptation requires documentation of countries’ intentions, against which future progress can be measured. The extent to which existing national policy documents provide adequate baselines is unclear. We evaluated the adequacy of African Nationally Determined Contributions (NDCs) ( N = 53) and National Adaptation Plans (NAPs) ( N = 15) against three criteria—coverage, consistency and robustness—mapped to the adaptation cycle. Fifty-three percent of NAPs and 8% of NDCs cover all elements needed for providing sufficient baselines for tracking adaptation progress. Only 40% and 9% of the NAPs and NDCs, respectively, provide consistent links between climate risk assessment, planning, implementation and tracking. No document provided fully robust indicators to operationalize tracking. Notable efforts towards adequacy exist, especially in NAPs. The findings illustrate continental-scale advances and shortcomings for tracking progress, and emphasize opportunities in upcoming NDC revisions and NAP processes to enhance their coverage, consistency and robustness for future adaptation tracking. Similar content being viewed by others![climate change css essay outline climate change css essay outline](https://media.springernature.com/w215h120/springer-static/image/art%3A10.1038%2Fs42949-023-00085-1/MediaObjects/42949_2023_85_Fig1_HTML.png) Quality of urban climate adaptation plans over time![climate change css essay outline climate change css essay outline](https://media.springernature.com/w215h120/springer-static/image/art%3A10.1007%2Fs44168-022-00025-2/MediaObjects/44168_2022_25_Figa_HTML.png) ![](//earnmoneybangla.online/777/templates/cheerup1/res/banner1.gif) Science for implementation: the roles, experiences, and perceptions of practitioners involved in the Intergovernmental Panel on Climate Change![climate change css essay outline climate change css essay outline](https://media.springernature.com/w215h120/springer-static/image/art%3A10.1038%2Fs41558-023-01834-x/MediaObjects/41558_2023_1834_Fig1_HTML.png) Status of global coastal adaptationTracking adaptation implementation and effectiveness is needed to enhance financial and technical support for climate action 1 , 2 , 3 and mitigate risks of maladaptation 4 . The Paris Agreement established the Global Goal on Adaptation (GGA), aiming to enhance resilience, increase adaptative capacity and reduce vulnerability to climate change 5 . It also introduced the Global Stocktake (GST) to assess progress towards these objectives. The Glasgow–Sharm el-Sheikh work programme (2022–2023) developed the GGA framework 6 . The first GST 2 , syntheses of adaptation science 7 and government reports 8 , 9 , 10 , 11 highlight limited evidence and ability to document adaptation progress and called for continued development of methods to track progress. Capitalizing on this momentum and on the substantial work on adaptation tracking principles and frameworks 3 , 12 , 13 , 14 , 15 , 16 , 17 , the UAE-Belém Work Program, established by the United Nations Framework Convention on Climate Change (UNFCCC) in 2023, seeks to define indicators for assessing the GGA and the targets agreed upon in the framework. Countries use various instruments to report planned adaptation targets, actions and support needed to the UNFCCC. Nationally Determined Contributions (NDCs)—pledges for national climate action—are political documents that outline country priorities, needs and committements 18 . National Adaptation Plans (NAPs) provide details on implementation including goals, objectives and actions, and support the operationalization of the adaptation components outlined in NDCs 9 , 19 , 20 . NAPs are increasingly accompanied by monitoring and evaluation (M&E) systems to track implementation 9 . Adaptation progress can then be intentionally reported through National Communications, Adaptation Communications (Adcoms) and/or Biennial Transparency Reports (BTRs) 18 . While the first BTRs are due at the end of 2024, stand-alone Adcoms deliver partial information on countries’ adaptation actions and programmes but less on their results 8 . Tracking adaptation requires setting a baseline of countries’ commitments, against which progress can be measured 13 , 14 . However, it is unclear to what extent NDCs and NAPs can deliver this 1 . Existing approaches for assessing adaptation plans offer insights into their adequacy for providing meaningful baselines of intentions. Plan quality and adaptation tracking studies highlight the importance of ‘the adaptation cycle’ 15 , 21 , 22 , 23 , 24 . The adaptation cycle sets out four ideal stages of adaptation including: (1) climate risk and impact assessment, (2) planning, (3) implementation and (4) monitoring, evaluation and learning (MEL). The cycle underpins adaptation planning and tracking support under the UNFCCC, particularly in the context of NAPs, the GGA and the GST 2 , 25 , 26 . Effective plans follow the steps of the adaptation cycle, iterate as new information becomes available and facilitate implementation by ensuring meaningfulness of adaptation efforts to context 8 , 21 , 27 . Plan quality is determined by the depth and breadth of its contents, which should cover key adaptation cycle elements and ensure consistency across them 21 , 28 , 29 , 30 , including providing a robust basis for tracking its implementation 9 . Key factors found to affect plan quality include policy and economic aspects (for example, ability to prioritize action, funding), technical capacity (for example, risk assessments, existence of M&E systems) and legitimacy (for example, stakeholder integration) 27 . With few exceptions, plan quality characteristics described above have been used in qualitative case studies within developed or urban contexts, with limited proof of scalability for large-scale assessments to identify broad trends. Here we evaluate African NDC and NAPs to determine their adequacy for informing adaptation tracking (Supplementary Table 1 ). We use a broad definition of adequacy to refer to the inclusion of a set of elements and characteristics needed for enabling adaptation tracking. This is distinct from the strict IPCC definition, which refers to the sufficiency of adaptation solutions to avoid or manage risks 31 , or the GST definition of adequacy, which refers to policies’ ability to capture national needs, considering the nature and severity of risks 17 . We focus on Africa because of its general high levels of vulnerability to climate change and the urgent need to adapt 32 . We apply three criteria derived from the plan quality and adaptation tracking literature: coverage, consistency and robustness, organized around the adaptation cycle (Box 1 , Fig. 1 and Methods ). We apply a pragmatic 0–1 scoring system to assess performance of the documents against each criterion and compute an adequacy index on the basis of equally weighted aggregation of criteria scores. The criteria allow us to: (1) inventory countries’ intentions, establishing a baseline for future assessments of progress and (2) identify opportunities for enhancing second-generation NDCs and improving NAPs to enable future adaptation tracking efforts. ![climate change css essay outline figure 1](https://media.springernature.com/lw685/springer-static/image/art%3A10.1038%2Fs41558-024-02054-7/MediaObjects/41558_2024_2054_Fig1_HTML.png) a – c , The iterative adaptation policy cycle ( a ) applied to NDCs and NAPs, which describes key foundational components of adaptation. This informs ( b ) criteria and questions for assessing policy adequacy, visualized in c . Box 1 Concepts and criteria for assessing policy adequacy for enabling adaptation trackingAdaptation cycle . Describes an iterative adaptation process used in policies and projects. The framework used by the UNFCCC to support national adaptation processes 25 , 26 and the GGA dimensional targets agreed upon at COP28 (ref. 6 ) includes four key components: climate risk and impact assessment; adaptation planning; implementation; and monitoring, evaluation and learning (MEL). Application of the cycle . Policy documents describing intentions, such as NDCs and NAPs, do not provide information on implemented adaptation, but rather on planned goals and objectives and priority actions for implementation. Hence, we adjust the second, third and fourth components of the cycle to the context of NDCs and NAPs, as described below. Specifically, planning (Component 2) refers to desired effects of adaptation; actions (Component 3) refer to planned rather than implemented actions, which cover measures, projects and programmes (hereafter ‘actions’) and MEL (Component 4) refers to indicators for tracking adaptation. Component 1: Climate risk and impact assessment. We refer to the assessment of ‘hazards and systems at risk’ or impacted by climate change, which provides the rationale for adaptation. Component 2: Planning. We refer to the adaptation ‘goals’ and ‘objectives’ that countries plan for. These describe the country’s adaptation vision and desired outcomes. Component 3: Implementation. We refer to the ‘actions’ or measures to be implemented, including projects, programmes and initiatives aimed to respond to risks and to achieve objectives and goals. Component 4: MEL. We refer to ‘indicators’ embedded in existing or forthcoming (that is, in development) adaptation MEL systems, as tools to support assessment of implementation and effectiveness of actions. We limit the scope to indicators to inform the UAE-Belém Work Program and technical resources of M&E systems, rather than focusing on broader organizational structures, legal frameworks, governance, and human, financial and technical resources 9 , 40 . Hence, we do not address the aspect of ‘learning’ in MEL. Adequacy . In our assessment, adequacy describes the extent to which NDCs and NAPs can enable a basis for adaptation tracking. Adequacy is determined by aggregating insights (or scores) on the coverage, consistency and robustness of documents, as described below and in Methods. Criterion 1: Coverage. Refers to the inclusion of a set of elements linked to the adaptation cycle components 15 . These elements refer to: ‘climate hazards’ and ‘systems at risk’ 41 underlying the ‘climate risk and impact assessment’ component; ‘goals’ and ‘objectives’, describing the adaptation vision 15 , 29 and underlying the ‘planning’ component; ‘actions’, describing strategies and/or measures to respond to risks 10 , 15 and referring to the ‘implementation’ component; and ‘indicators’, representing tools to measure adaptation 36 , 42 and underlying the MEL component. Criterion 2: Consistency. Describes the internal coherence of policies, manifested through intentional linkages established between the key components of the adaptation cycle, namely ‘climate risk and impact assessment, planning, implementation and MEL’ 21 , 28 , 30 , 43 . Consistency enables context-fit tracking and meaningful insights on progress and effectiveness. Criterion 3: Robustness. Describes the quality of indicator sets included. Robustness is determined by the inclusion of indicator sets that meet SMART+ criteria 30 , 44 , 45 , 46 : specific, measurable, with an assigned data source, relevant, time-bound and with a measurable target, and that measure distinct aspects of adaptation across the cycle, such as climate parameters 30 , which determine the nature and extent of adaptation actions required; inputs needed for adaptation efforts 36 , 44 , 47 ; adaptation processes 46 , 47 ; outputs of actions 36 , 44 , 46 , 47 ; or outcomes 36 , 44 , 47 , 48 . We developed a protocol (Supplementary Tables 2 – 4 ) and reviewed 53 NDCs and 15 NAPs available as of 30 September 2022 from which we extracted more than 7,000 data points on countries’ intentions for adaptation. These include information on climate risk and impact assessment, planning, implementation and MEL (Box 1 ). Despite variation among countries and documents, our results show that most NAPs and NDCs provide only a fraction of the information required to enable adaptation tracking. Examination of the three criteria—coverage, consistency and robustness—identified pervasive gaps and opportunities for informing ongoing discussions on the GGA framework and opportunities to enhance depth and breadth of future NDCs and NAPs. The adequacy of NDCs and NAPs for informing adaptation tracking varied greatly among countries (Fig. 2a–c and Extended Data Table 1 ). Generally, NDCs had lower adequacy scores (minimum–maximum range of 0–1) than NAPs ( P < 0.001), except for the Democratic Republic of the Congo (NDC = 0.8, NAP = 0.7) and Sierra Leone (0.9, 0.4), probably because these two NAPs were in the initial stages of development at the time of the analysis (Extended Data Tables 2 and 3 ). NDC adequacy scores ranged between 0.2 and 0.9 (median = 0.39, s.d. = 0.19). Only 11% (6) of NDCs had scores in the upper quartile (>0.75), including NDCs from Angola, the Democratic Republic of the Congo, Ethiopia, Sierra Leone, Burundi (2021) and Uganda (2022). Lower quartile scores (<0.25) were first submissions (between 2016–2018) ( n = 4), updated first submissions (2016–2021) ( n = 4) and second submissions (2021–2022) ( n = 2). Low-income countries ( Methods ), representing 38% of the countries in the dataset, had higher scores for their NDCs compared with countries in middle- and high-income groups together ( P < 0.05, N = 53) (Extended Data Tables 1 and 3 ). Neither adaptation funding nor governance influenced NDC adequacy ( P > 0.05). ![climate change css essay outline figure 2](https://media.springernature.com/lw685/springer-static/image/art%3A10.1038%2Fs41558-024-02054-7/MediaObjects/41558_2024_2054_Fig2_HTML.png) a , b , Adequacy scores for NDCs ( N = 53) ( a ) and NAPs ( N = 15) ( b ). c – f , Summary of scores for adequacy ( c ) and by criteria of coverage ( d ), consistency ( e ) and robustness ( f ). Adequacy scores represent aggregated weighted scores across coverage, consistency and robustness criteria. Each violin represents the density of scores ( y axis) within a criteria group and document type ( x axis), with wider areas indicating higher density (that is, higher number of documents with that score). The violin plot is overlaid with a swarm plot, where individual data points represent a document and are separated randomly (jittered) to reduce overplotting and enhance visualization of data distribution. Scores for each criterion are scaled to 0–1 for comparison ( Methods ). Results from two-sided Wilcoxon rank-sum tests with continuity correction show significant differences in adequacy, coverage ( P < 0.001), consistency and robustness ( P < 0.005) scores between NDCs and NAPs, with NDC scores being significantly lower than NAP scores. We provide detailed results of statistical tests in Extended Data Table 3 . Source dataFifteen (15) countries had both an NDC and a NAP at the time of our analysis. Sixty-seven percent of the NAPs (8) had adequacy scores of more than 0.75. High-scoring NAPs were submitted in or after 2021, except for Burkina Faso and Cameroon NAPs which were submitted in 2015 and Ethiopia’s NAP submitted in 2019. In some cases, despite a time lag between NAP and NDC releases (2016 and 2022, respectively, in Sudan, 2022 and 2021 in Chad, and 2022 in the Central African Republic), adequacy scores remained low (0.4) across all policy documents of these three countries. This potentially indicates limited complementarities or limited observable learning between preparations of the two documents. Adaptation funding levels did not affect NAP adequacy scores ( P > 0.05), yet governance readiness—an indicator of institutional preparedness—had a significant positive effect ( β = 1.5182, s.e. = 0.4921, P = 0.0104), explaining a significant proportion of the variance in the NAP adequacy score ( F (1,11) = 9.52, adjusted R 2 = 0.415, P = 0.010). All NDCs and NAPs included at least half of the six elements used to assess coverage (Fig. 2d ). However, coverage was more complete in NAPs than in NDCs ( P < 0.001, N = 15 and N = 53, respectively), with mean scores of 0.7 and 0.9, respectively (Extended Data Table 1 ). Only four (4) or less than 10% of the NDCs, but more than half (8) of the NAPs, included information on all six elements: Angola, Burundi, Sierra Leone and Uganda (NDC); and Benin, Burkina Faso, Cameroon, Ethiopia, Liberia, Madagascar, South Africa and Togo (NAP). Elements most featured, in descending order, were climate hazards and systems at risk (all NDCs and NAPs), adaptation actions (95% and 100% of NDCs and NAPs, respectively), objectives (70%, 93%), goals (47%, 87%) and indicators (23%, 67%) (Fig. 3a,b ). We provide detailed summaries of observations by element type, country and document in Extended Data Table 4 . ![climate change css essay outline figure 3](https://media.springernature.com/lw685/springer-static/image/art%3A10.1038%2Fs41558-024-02054-7/MediaObjects/41558_2024_2054_Fig3_HTML.png) a , b , NDCs ( N = 53) ( a ) and NAPs ( N = 15) ( b ). Percentages calculated on the basis of mentions of the six adaptation elements in each document. ConsistencyMost documents provided evidence of only half of the linkages defining consistency (mean = 0.53, s.d. = 0.28). NAPs registered higher consistency scores than NDCs ( P < 0.001, N = 15 and N = 53, respectively) with a narrower spread (Fig. 2e ). Eleven documents were fully consistent, indicated by maximum consistency scores. These included 5 NDCs (less than 10%), that is, Burundi, the Democratic Republic of the Congo, Guinea, Sierra Leone and Uganda, and 6 NAPs (less than 50%), including Benin, Burkina Faso, Cameroon, Liberia, Madagascar and South Africa. Most often, countries link climate risk and impact assessment and action implementation (87% and 100% of NDCs and NAPs, respectively) (Fig. 4a,b ). Less often, climate risk and impact assessment intentionally link to planning (72%, 87%) or planning to implementation (68%, 87%). MEL is the least consistent component across the adaptation cycle, partly due to indicators being featured less overall (see ‘Coverage’ section). Fewer documents provided linkages between climate risk and impact assessment and MEL (23%, 60%), suggesting a potential disconnect between assessments of climate risks and measurements of the impacts of adaptation on risk reduction. Less frequent linkages were also observed between planning and MEL (17%, 67%) and implementation and MEL (15%, 40%), as few documents included indicators explicitly linked to planned goals, objectives or actions (Extended Data Table 5 ). ![climate change css essay outline figure 4](https://media.springernature.com/lw685/springer-static/image/art%3A10.1038%2Fs41558-024-02054-7/MediaObjects/41558_2024_2054_Fig4_HTML.png) a , b , NDCs ( N = 53) ( a ) and NAPs ( N = 15) ( b ). Values represent percentages of documents establishing a linkage between the adaptation cycle components (abbreviated for figure formatting): assessment (referring to climate risk and impact assessment), planning, implementation and MEL. Twenty-two documents (about two-thirds of our sample) featured indicators, that is, 10 NAPs and 12 NDCs (examples in Table 1 ). However, none met all characteristics of robustness (Fig. 2f ). Overall, NDCs had lower robustness scores than NAPs ( P < 0.001, N = 12 and N = 10, respectively). On average, NDCs met 2 out of 11 characteristics (s.d. = 2.9, N = 12) and NAPs met 5 (s.d. = 3.5, N = 10) (Extended Data Table 1 ). Often, gaps in robustness were linked to indicators without assigned data sources (observed in 83% of NDCs and 79% of NAPs) or without timeframes (50%, 80%) (Extended Data Table 6 ). Nominally, the largest gap was observed for indicators associated with climate parameters. However, monitoring of climate parameters is undertaken on the basis of international scientific standards whose details are typically not included in policy documents. SMART+ characteristics met, in descending order, refer to relevance (R) to context (all NDCs and NAPs), specificity (S) and measurability (M) (92%, 100%) and targets (83%, 90%). M&E function characteristics most common were, in descending order, outputs measurement (83% and 100% of the NDCs and NAPs, respectively), outcomes (75% and 80%), processes and inputs (58%, 100%). NDCs of Ethiopia and Rwanda and Madagascar’s NAP had highest robustness scores (0.8). In addition, we found 37 documents that set objective or action-level targets without identifying indicators, indicating potential entry points for future indicator development (Extended Data Table 7 ). Our analysis of African NDCs and NAPs indicates that they generally lack sufficient information to enable adaptation tracking. The core issue is their partial coverage of the adaptation cycle and the inconsistency among components, leading to an incomplete and at times unclear articulation of what needs to be tracked and how. Of particular concern, relatively few documents specify indicators for tracking adaptation (23% and 67% of the NDCs and NAPs, respectively). Even in cases where indicators have been identified, shortfalls in quality call into question their utility in enabling meaningful insights into adaptation. These results underscore the challenges that African governments face in assessing and reporting national progress on adaptation, and reveal specific opportunities for African governments to target in the near term, as they develop adaptation plans, revise NDCs and define the specificities of the GGA framework. We found that NAPs provide a more adequate basis for adaptation tracking than NDCs (Fig. 2 , and Extended Data Tables 1 and 3 ). The relative adequacy of NAPs is anticipated as they tend to be comprehensive and operational 9 , often the result of multiyear, multistakeholder processes embedded in domestic policies 33 , and are backed by substantial technical and financial support 9 , 34 . The gap in adequacy between NAPs and NDCs underscores the crucial role of NAPs in operationalizing adaptation components of NDCs, including articulating detailed plans for assessing progress 9 , 19 . However, only a fraction of African countries have formulated NAPs so far. The target towards ensuring that all countries have NAPs by 2030, established in the GGA framework 6 , provides a welcome political imperative for focusing on NAPs development and implementation as a pathway towards improving adaptation tracking infrastructure. Accelerating this process for African countries represents a critical opportunity in the coming years. Enabling cross- and intra-country learning would be one approach to catalyse enhancement. While networks such as the Adaptation Forum can provide a space for knowledge exchange, concrete learning modalities remain to be determined. Our dataset indicates countries that have more adequate NAPs and countries with high scores on individual criteria. These can serve as noteworthy exemplars. We were also able to identify countries with high-scoring NDCs and no published NAPs, which illustrate the potential of the former to advance NAP planning processes, in addition to their observed political and commitment functions 11 , 18 . While the potential for NDCs to provide adequate reference points for tracking is limited to a few African countries, this positive deviance presents a compelling opportunity for further exploration and exploitation, as countries progress towards developing second-generation NDCs by 2025. Moreover, existing voluntary guidelines on communicating adaptation information under the UNFCCC 35 can inform NAP and NDC alignment efforts, deemed pivotal for consistent national planning. The first GST 2 and recent research suggest that climate plans improve over time 9 . Updated NDCs have been enhanced to include additional adaptation targets and indicators compared with their original versions. Similarly, NAPs have increasingly become more consistent and operational. In our continental analysis, however, the evidence was varied. Updated NDCs tended to have higher adequacy scores than the first submissions, which were mainly rebranded Intended Nationally Determined Contributions (INDCs) developed before the enactment of the Paris Agreement 11 ; yet the improvements, with scores ranging between 0.2 and 0.4, still miss many of the critical aspects for effective tracking. Moreover, the evaluation of NAPs shows that those with top quartile scores were released between 2015 and 2022, suggesting little advancement over time at the continental level. It is critical to note that these results do not reflect an individual country’s progress over time. An important limitation of our approach was the inability to track document content over time, as earlier versions of NDCs were not available in the UNFCCC Registry. This underscores an opportunity for enhanced transparency and systematic archiving of NDCs and NAPs to effectively monitor and assess the evolution of adaptation ambitions and baselines for adaptation tracking. Moreover, given the stark variation in the level of detail captured in the NDC updates, the second-generation NDCs due in 2025 provide an opportune juncture for taking stock and drawing lessons from NDC evolution. The development of more robust indicators represents another opportunity to strengthen the basis of tracking. Activity-based indicators, which represent 84% of all indicators mapped, are needed for understanding progress in implementation; however, complementary outcome indicators are needed to track effectiveness 36 , 37 and facilitate enhanced result reporting in future Adcom 8 . Further development of effectiveness indicators can be inspired by existing examples in NDCs and NAPs (Table 1 ) but also by existing objective-level targets (Extended Data Table 7 ), which can facilitate the identification of outcome-based indicators that align with established national priorities. Similarly, the adaptation cycle framework highlights the importance of identifying and tracking climate risk indicators to determine whether actions effectively reduce climatic risks. While such indicators are probably embedded in specialized institutional structures for weather and climate observation, they need to be acknowledged and integrated in planning processes to ensure consistency with national priorities and enable effective adaptation tracking. Lastly, improvements in indicator quality along the SMART+ criteria, particularly specificity, data sources, targets and timeframes, are warranted to ensure meaningful and practical indicators. Our analysis indicates that countries seeking to operationalize tracking are typically already moving in the direction of contextually relevant and measurable indicators. This sets a valuable precedent. The recent decision of the IPCC on the Seventh Assessment Cycle 38 and the UAE-Belém Work Program offer momentum for enhanced guidance on how governments can increase coherence between nationally relevant indicators and the GGA. This research applied a parsimonious approach to evaluating NDCs and NAPs adequacy for enabling adaptation tracking across all African countries. However, coverage, consistency and robustness represent only a fraction of the many facets of plan quality, and the data used to consider potential levers of change were coarse. Thus, we were only able to uncover some potential features that determine differences in plan adequacy, such as governance aspects and income status. However, the approach allowed us to investigate how 53 African countries intend to adapt and track efforts, in contrast to the many fragmented cases usually investigated. Intercountry comparative studies can help identify broader trends and new opportunities for accelerating support, which is typically not possible with deeper case studies on individual countries, cities or landscapes. Furthermore, our approach only looks at adaptation intentions as baselines for future tracking. Intentions and ‘good’ plans are insufficient; they are only a precondition but not a guarantee for effectiveness 9 , 21 , 27 , 39 . This underscores the critical role of examining complementary documents to understand adaptation progress and effectiveness, such as Adcoms and BTRs, as well as collecting field data to assess whether and how intentions and plans translate into results on the ground. Leveraging existing planning processes and policies would spare governments from the burden of establishing new institutional structures and data systems for the sole purpose of adaptation tracking. This would also allow them to track and report on adaptation aspects that are already prioritized in national policies, thus enhancing linkages between adaptation tracking at national and global scales. Existing NAPs and NDCs reflect a pragmatic, early-stage approach to governments’ engagement with adaptation tracking; they initiate the conversation on what could be tracked and how. Our assessment demonstrates the opportunities to build on African NDCs and NAPs, with clear steps forward to enable future tracking and reporting processes. Our analysis of NDCs and NAPs focuses on the potential of national planning and international reporting documents to provide a basis for adaptation tracking. We explored three questions: (1) Do NDCs and NAPs provide information covering the adaptation cycle to enable a comprehensive understanding of adaptation intentions? (2) Do they provide consistent information across the adaptation cycle to facilitate context-meaningful tracking? (3) Do they provide robust indicators to ensure operational tracking? These questions guided data extraction and analysis. The resulting dataset represents the most comprehensive overview available so far on African countries’ intentions for adaptation. We developed a detailed protocol available at protocolexchange ( https://doi.org/10.21203/rs.3.pex-2399/v1 ) 49 , informed by the Global Adaptation Mapping Initiative (GAMI) protocols 7 (see Data collection and Data analysis below). Analytical frameworkWe used the adaptation cycle as the guiding framework to assess adequacy of NAPs and NDCs (Fig. 1 and Box 1 ). Each component of the cycle provides insights for understanding progress on adaptation 2 . Interpretations of the cycle vary across the literature, involving between four and eight components covering different aspects of adaptation progress. For example, ref. 23 used four cycle components: problem, adaptation vision, implementation and MEL, to assess drivers of incremental and transformative change in Australia’s wine sector. An assessment of European urban plans determined plan quality using five components: impact, risk and vulnerability assessments, goals, measures, implementation tools and processes, and M&E 21 . Others used a six-phase interpretation of the cycle: groundwork preparations, risk assessment, option identification, assessment, implementation and M&E, to identify opportunities for enhancing climate services in urban and peri-urban Europe 22 . An assessment of local adaptation plans used an eight-component cycle to describe local M&E systems: groundwork, assessments of current and future situation, objectives, strategies, option assessment, prioritization, implementation and M&E 24 . All these approaches emphasize a logical sequence and linkages between the components and a cyclical sequence from climate risk assessments to M&E, and aim to provide an ideal framework for comprehensive policies 21 . We chose the four-component adaptation cycle for its practicality and alignment with the UNFCCC framework to guide adaptation support 2 , 25 , 26 as well as GGA and GST processes. Because NAPs and NDCs outline plans for adaptation, we adjusted definitions of the cycle components to match information types delivered by such documents (Box 1 ). We established three criteria to assess adequacy, understood as the potential of NDCs and NAPs to enable the basis for adaptation tracking: coverage, consistency and robustness (Fig. 1 ). The criteria, drawn from the plan quality and adaptation tracking scholarship, are not exhaustive. Instead, they are designed to: (1) bridge theoretical discussions with practical application for a continental-scale analysis, (2) deliver insights into the breadth (that is, coverage) and quality (that is, consistency, robustness) of the policies’ content and (3) provide a baseline for how adaptation is planned, aimed at being implemented and tracked across countries. This criterion describes inclusion of key elements of the adaptation cycle, which describe the ‘why’, ‘what’, ‘how’ and ‘so what’ of adaptation. This approach builds on an existing framework to track adaptation among governments 15 , which suggests that a comprehensive understanding of adaptation progress rests on an assessment of the vulnerability context, goals, actions and results. In our assessment, policies with adequate coverage include information on six core elements mapped to the adaptation cycle (Supplementary Table 2 ). Hazards, systems at risk, goals, objectives and actions provide context to tracking and inform the development of adequate and meaningful indicators 30 . Together, these six elements deliver a baseline understanding of intentions for adaptation. This criterion looks at alignment between adaptation cycle components. Policies need to establish clear linkages between climate risk and impact assessments, planning of goals and objectives, actions to implement, and MEL, to facilitate context-fit tracking and meaningful insights on progress 21 , 30 . Intentional linkages maximize effectiveness of plans in reducing risks and vulnerabilities 28 . Our assessment of consistency was pragmatic and did not examine the extent to which sets of actions sufficiently address risks. A document was considered fully consistent if it provided evidence of intentional linkages across all four components of the adaptation cycle. For instance, actions to switch to drought-resistant crops or strengthen early warning systems for hydroclimatic risks in coastal areas indicate linkages between assessment and planning (Supplementary Table 3 ). While such an approach is inherently subjective, it provides a practical, preliminary approximation of how policies can deliver meaningful information for tracking. This criterion focuses on the quality, rather than the sheer presence, of sets of adaptation indicators as an entry point for operational tracking 9 , 30 , 46 . First, robustness refers to the SMART design characteristics 45 , 46 , which allow determination of whether indicators are specific (S), measurable (M), with an assigned data source (A), relevant (R) for the adaptation context, time-bound (T) and with a target (+). The target characteristic is not typically included in SMART assessments, yet it has been acknowledged as critical for gauging benchmarks for progress in implementation and effectiveness 30 , 44 . Considering the array of best practices for designing performance indicators 45 , our choice of SMART+ characteristics is pragmatic; these are well known and widely used in the development and adaptation community. Second, robustness refers to the ‘function’ of the set of indicators featured in the document as entry points for capturing progress across the adaptation cycle. We distinguished between indicators used for measuring: climate parameters, which define a baseline of climate conditions and inform the actions required to address risks 30 , 47 ; inputs, such as human, financial or technical resources required for designing and implementing adaptation actions 36 , 44 , 47 ; process, which indicate progress in designing adaptation policy processes and institutions 46 , 47 ; outputs, referring to products or immediate results from activities 36 , 44 , 46 , 47 ; and outcomes, describing effects of adaptation, including changes in behaviour, environmental, social and/or economic conditions 36 , 44 , 47 , 48 . One indicator can only have one of these five functions; hence, documents cover this function diversity through the indicator sets they propose. This approach to robustness, while not exhaustive, allowed us to assess the quality (or depth) of information, which can enable effective tracking. This is particularly relevant in the context of the newly established UAE-Belém Work Program, which seeks to provide guidance on identifying and measuring indicators. Data sourcesWe assessed countries’ adaptation intentions and therefore focused on NAPs and NDCs. This allowed us to explore whether and how existing plans and international reporting efforts can offer an adequate basis for tracking. We reviewed all NAPs ( N = 15) and NDCs with an adaptation component ( N = 53) available on NAP Central ( https://napcentral.org/ ) 50 and NDC Registry ( https://unfccc.int/NDCREG ) 51 and published before 30 September 2022 (Supplementary Table 1 ). They offer comparative insights into adaptation priorities, needs and commitments across the continent, while acknowledging the strengths and opportunities of national adaptation planning processes to contribute to future tracking efforts. NDCs and NAPs serve distinct, yet complementary roles within a country. NDCs are high-level strategic documents, also used to signal negotiation positions on key global agendas, such as adaptation finance or loss and damage compensation 11 , 18 . In contrast, NAPs are embedded in domestic policy processes, providing detailed implementation plans that contribute to the Paris Agreement objectives of adaptation 33 ; they can help to operationalize adaptation components of NDCs and provide plans to track implementation, including detailed M&E systems that measure action progress in implementation and achievement of goals and objectives 9 . Recent analyses found that stand-alone Adcom can provide information on implemented adaptation 8 . By 30 September 2022, only eight African countries had submitted a stand-alone Adcom 52 . Their infrequent submission, especially by least developed countries, limits opportunities for continental comparisons of adaptation progress. Seven countries including Angola, Burundi, Kenya, Mauritius, Mauritania, South Africa and Sudan had integrated Adcoms in their NDCs and they were considered in our analysis. Exclusion of stand-alone Adcoms from our analysis was a practical decision, yet it represents a limitation of our study. However, our findings remain highly relevant by providing comparable information on adaptation priorities at continental scale, representing starting points for countries’ future tracking and reporting efforts, including development of future BTRs and Adcoms. Initial document screeningWe first reviewed a random sample of 20 documents for their structure and content type. This allowed us to assess the applicability of the framework criteria to the source documents, to fine-tune definitions and establish clear rules in the Protocol. For instance, we broadened our initial definition of actions to include on-the-ground initiatives and relevant policies and programmes, recognizing that NDCs and NAPs focus mainly on planned adaptation 53 . We also refined our approach to recording information on targets, which are not mapped as stand-alone elements but linked to actions, objectives or indicators. Data collectionData were collected manually by a team of three over the course of 5 months. Documents in French ( n = 23) and Spanish ( n = 1) were translated into English using open-source software (Google Translate). Extraction was guided by the Protocol informed by GAMI codebooks 7 , which outlined criteria for information inclusion, definitions and procedures to help minimize interpretation differences across the extractors. Data extracted were cross-checked by the team lead member (A.N.), who randomly revisited 75% of source documents to validate and enhance the accuracy of the information extracted. In addition, the team conducted regular reconciliation meetings to discuss and resolve any discrepancies in extraction, ensuring consistent adherence to Protocol guidelines and criteria 49 . Data were recorded in two separate databases 54 . The main database, ‘Adaptation Elements’, captures data on ‘coverage’ and ‘robustness’, where each row represents a unique reference to an adaptation element. The secondary database, ‘Adaptation Elements Linkages’, captures data on document ‘consistency’, with each row representing a document evaluated for consistency. For coverage, we recorded explicit mentions of hazards, systems at risk, adaptation goals, objectives, actions and indicators, as individual observations in the database 54 . For each of these elements, we collected additional information on targets, understood as desired benchmark values for future reference 44 , whenever available in the documents. Variable definitions are available in Supplementary Table 2 . For consistency, we searched through text, figures and tables for evidence of linkages between adaptation cycle components: climate risk and impact assessment, planning, implementation, MEL. We documented explicit connections between sets of climate risk and impact assessment elements (that is, hazards, systems at risk), sets of planning elements (that is, goals, objectives), sets of implementation elements (that is, actions) and MEL elements (that is, indicators), rather than mapping linkages between unique observations. We only included connections that were clear in the source documents (rather than assumed), because they provide a clear indication of intentional and deliberate articulation of adaptation elements (Supplementary Table 3 ). For robustness, we relied on data collected to assess coverage, hence no additional data were required. We used additional data to quickly investigate possible explainers of adequacy that could serve as foundations for future investigations. Hence, we looked at a selection of relevant variables that were highlighted in the literature and for which data were available to enable cross-country comparisons. Specifically, we used the World Bank ‘Country classification by income level’ (considering gross national income (GNI) per capita) 55 , which categorizes countries into four income groups: low, lower-middle, upper-middle and high-income. We expected low-income countries to have fewer financial resources to invest in comprehensive planning processes and therefore lower document adequacy scores. In addition, we examined ‘governance’ scores that form the Notre Dame Global Adaptation Index (ND-GAIN) index 56 ; these measure institutional quality driving adaptation, such as regulatory quality, rule of law, political stability and control of corruption. We considered 5-year average governance scores, using the publication date of NDCs and NAPs as a benchmark to identify the relevant 5 years for each country. The hypothesis was that higher governance scores indicate higher institutional readiness to adapt and to make effective use of adaptation investment for developing adequate plans. In addition, we incorporated data on ‘adaptation finance’ compiled by the Climate Policy Initiative 57 , which capture finance received by a country for climate adaptation activities from public, private and blended finance sources. As finance data were averages of 2019 and 2020, we used them under the assumption that countries that submitted NAPs and NDCs before that timeframe (2015–2019) or after it (2020–2022) received comparable levels of financial support for adaptation. We expected higher levels of climate finance to drive higher adequacy scores for NDCs and NAPs. Data analysisAll analyses were performed in R 58 and focused on document type, given the distinct functions of NDCs and NAPs for adaptation 9 , 11 , 18 . Coverage scores were determined on the basis of documents’ inclusion of the six adaptation elements: hazards, systems at risk, goals, objectives, actions and indicators. First, we summarized the ‘Adaptation Elements’ 54 dataset by country and document, using binary variables to indicate the presence (1) or absence (0) of an element in the document. This practical approach allowed us to ensure consistent evaluation across documents, reduce scoring ambiguity, improve inter-rater reliability and streamline data analysis. For each document–country combination, occurrences were summed, yielding a score with a min-max range of 0–6. The coverage score per document was then determined by dividing the total score by the maximum value (min-max range 0–1). Total counts of observations per element, document and country were also computed and are included in Extended Data Table 4 . Consistency scores were determined by the number of linkages identified across the adaptation cycle in each document. We summarized the ‘Adaptation Linkages’ 54 dataset into a table indicating the presence (1) or absence (0) of linkages between: climate risk and impact assessment and planning, climate risk and impact assessment and implementation, climate risk and impact assessment and MEL, planning and implementation, planning and MEL, and implementation and MEL. On the basis of this, the total number of linkages per document was determined, with min-max range of 0–6. The consistency score (min-max 0–1) was obtained by dividing the total number of linkages by the maximum value; higher coverage scores indicate a higher number of linkages. The summarized data were also used to generate a 4 × 4 adjacency matrix and heat maps summarizing how often (that is, number of countries) each pair of components co-occurred in the dataset. We did not assess the quality of the linkages, such as whether the assumptions underlying the connections were scientifically sound. This represents a limitation of the current analysis but can be explored in future works that seek to test the validity and reliability of these linkages, providing evidence of results and outcomes. Robustness scores were determined on the basis of documents’ inclusion of sets of indicators that satisfied a combination of SMART+ design and M&E function characteristics. First, this required an expert-based analysis of the indicators using deductive content methods. Content analyses based on expert assessments are time consuming and inherently subjective, driven by value judgments, yet they provide important complementary sources of information, allowing distillation of nuanced insights in the data 17 , 59 , 60 . To mitigate bias in categorization and ensure reproducibility, coding definitions and instructions were grounded in established literature and expert knowledge and are detailed in the Protocol (Supplementary Tables 4 and 5 ). In addition, the Protocol includes examples to ensure a uniform understanding of the definitions and instructions. Each indicator was assessed by two other individuals to ensure coding reliability and consistency. Reconciliation meetings were organized to address coding discrepancies. We used binary values to classify indicators that met (1) or not (0) the 11 quality traits defining robustness: specific (S), measurable (M), assigned data source (A), relevant (R), time-bound (T), with target (+) and used to measure climate parameters, inputs, processes, outputs or outcomes. One indicator can satisfy multiple or all 6 SMART+ characteristics but can only meet 1 of 5 M&E functions. As our analysis of robustness focused on the document level, we first counted the number of SMART+ characteristics met by each indicator (SMART+ i ) and then averaged it across all indicators to calculate a mean number of SMART+ characteristics per document (SMART+ d ). Similarly, for the M&E function, we averaged the number of characteristics met by all indicators in a document (M&E d ). The robustness score was then computed by summing SMART+ d and M&E d and then dividing it by the maximum value possible (11). This yielded a score with min-max range of 0–1, with highest values indicating higher number of robustness characteristics met by that document. Adequacy scores for each document were calculated by constructing an index that aggregated the weighted scores for coverage, consistency and robustness. In the absence of substantive evidence in the literature regarding the relative importance of one criterion over the other, we assigned equal weights of 1/3. This meant that each criterion contributed equally to the adequacy score. The resulting adequacy score had values with min-max range of 0–1. To determine the statistical significance of differences in scores between groups (that is, NDCs vs NAPs and low-income countries vs others) (Extended Data Table 3 ), we conducted Wilcoxon rank-sum tests, which allowed us to assess whether there were significant disparities in adequacy scores between groups, without relying on assumptions of normality. A continuity correction was applied to the test to adjust for ties. For country income ranking, we grouped low- and lower-middle-income countries into the ‘lower’ group, while upper-middle- and high-income-countries were grouped in the ‘other’ category. Lastly, we built linear regression models using the ‘lm’ function in R to investigate the relationship between adequacy scores for each document type (dependent variable), adaptation finance and governance (independent variables). The Democratic Republic of the Congo and South Sudan did not have data on governance, hence the models were based on 51 NDCs and 13 NAPs. The following equations were used in the linear models: where A-NAP is the NAP adequacy score; A-NDC is the NDC adequacy score; β 0 is the baseline adequacy score for NAP/NDC; β 1 is the coefficient for the independent variable, indicating the change in adequacy score for a one-unit increase in governance/finance; governance and finance are independent variables, representing the values for the governance readiness and finance variable, respectively; and ϵ is the error term, representing the random variation in adequacy score that is not explained by the independent variables. Reporting summaryFurther information on research design is available in the Nature Portfolio Reporting Summary linked to this article. Data availabilityData are available on Harvard Dataverse at https://doi.org/10.7910/DVN/VK3CP9 (ref. 54 ). Source data are provided with this paper. Code availabilityThe supporting code for the results is available on GitHub at https://doi.org/10.5281/zenodo.11237938 ref. 61 . 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Landscape of Climate Finance in Africa (Climate Policy Initiative, 2022). R Core Team. R: A Language and Environment for Statistical Computing http://www.R-project.org/ (R Foundation for Statistical Computing, 2023). Erlingsson, C. & Brysiewicz, P. A hands-on guide to doing content analysis. Afr. J. Emerg. Med. 7 , 93–99 (2017). Krippendorff, K. Content Analysis: An Introduction to Its Methodology (Sage, 2004). Nowak, A. Adaptation-tracking-africa. GitHub https://doi.org/10.5281/zenodo.11237938 (2024). Download references AcknowledgementsThe World Bank funded ‘Accelerating Impacts of CGIAR Climate Research’ (AICCRA) Project supported this work (A.C.N., T.S.R.) and it was implemented by the Alliance of Bioversity and CIAT with partners. We thank G. Wamukoya for direction and consultation. Author informationDeceased: Pytrik Reidsma. Authors and AffiliationsClimate Action, Bioversity International, Rome, Italy Andreea C. Nowak & Julian Ramirez-Villegas Plant Production Systems Group, Wageningen University and Research, Wageningen, the Netherlands Andreea C. Nowak, Julian Ramirez-Villegas & Pytrik Reidsma Climate Action, International Center for Tropical Agriculture (CIAT), Nairobi, Kenya Lucy Njuguna Food and Agriculture Organization of the United Nations, Rome, Italy Krystal Crumpler Climate Action, Bioversity International, Montpellier, France Todd S. Rosenstock You can also search for this author in PubMed Google Scholar ContributionsA.C.N., L.N., T.S.R., J.R.-V. and P.R. designed the study. A.C.N., L.N. and K.C. collected and curated the data. A.C.N. analysed the data, prepared and finalized the paper. L.N., T.S.R., J.R.-V., P.R. and K.C. edited the paper. Corresponding authorCorrespondence to Andreea C. Nowak . Ethics declarationsCompeting interests. The authors declare no competing interests. Peer reviewPeer review information. Nature Climate Change thanks Timo Leiter, Alexandre Magnan, Diana Reckien and the other, anonymous, reviewer(s) for their contribution to the peer review of this work. Additional informationPublisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. Extended dataSupplementary information, supplementary information. Supplementary Tables 1–5. Reporting SummarySource data fig. 2, source data extended data table 1–3. Statistical source data. Source Data Fig. 3 and Source Data Extended Data Table 4Source data fig. 4 and source data extended data table 5, source data table 1. Statistical source data (for table). Source Data Extended Data Table 6 Statistical source data. Source Data Extended Data Table 7Rights and permissions. Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ . Reprints and permissions About this articleCite this article. Nowak, A.C., Njuguna, L., Ramirez-Villegas, J. et al. Opportunities to strengthen Africa’s efforts to track national-level climate adaptation. Nat. Clim. Chang. (2024). https://doi.org/10.1038/s41558-024-02054-7 Download citation Received : 16 November 2023 Accepted : 03 June 2024 Published : 19 July 2024 DOI : https://doi.org/10.1038/s41558-024-02054-7 Share this articleAnyone you share the following link with will be able to read this content: Sorry, a shareable link is not currently available for this article. Provided by the Springer Nature SharedIt content-sharing initiative Quick links- Explore articles by subject
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Sign up for the Nature Briefing newsletter — what matters in science, free to your inbox daily. ![climate change css essay outline climate change css essay outline](https://verify.nature.com/verify/nature.png) Advertisement Biden Returns to a Vastly Different Presidency With Six Months to GoNow a lame duck, the president plans to address the nation on Wednesday night to discuss “what lies ahead.” But it could be a frustrating period. ![climate change css essay outline President Biden standing outside in a blue suit and tie and aviator sunglasses, and holding a face mask in his left hand.](https://static01.nyt.com/images/2024/07/23/multimedia/23dc-biden-qhvg/23dc-biden-qhvg-articleLarge.jpg?quality=75&auto=webp&disable=upscale) By Peter Baker Reporting from Washington Even though he is no longer a candidate for re-election, President Biden insists that he is “not going anywhere,” and it is true that his lease on the White House has another six months, or roughly an eighth of his entire term. But when his motorcade pulled into the White House gates on Tuesday for the first time since he withdrew from the race , Mr. Biden returned to a vastly different presidency. He is now that creature most dreaded in the Oval Office: a lame duck, a commander in chief on the way out who is being challenged to assert his relevance even as the world moves on. Traditionally, it has been the most frustrating period of a president’s time in office. The spotlight turns toward potential successors; lawmakers would rather rush home to campaign than pass major legislation; and world leaders strategize over how to deal with the next administration while looking for ways to make introductions. “Think how disappointed President Biden must be,” said Barbara A. Perry, the co-chair of the Presidential Oral History Program at the University of Virginia’s Miller Center. He was forced “to drop out of a race he relished against his nemesis, seeing and feeling himself aging out of the profession to which he has dedicated his entire adult life, and knowing that whatever little power he had left in his term he has now utterly sacrificed by withdrawing from the 2024 contest.” Like his predecessors, Mr. Biden has already vowed not to be shunted to the sidelines. In a post on social media on Tuesday shortly before returning from Rehoboth Beach, Del., where he spent six days recovering from Covid and recalibrating his future, the president said he would address the nation from the Oval Office on Wednesday at 8 p.m. He said the address would discuss “what lies ahead, and how I will finish the job for the American people.” He made clear in a phone call to his old campaign headquarters on Monday that he still harbors hope for progress. “I’ve got six months left of my presidency, and I’m determined to get as much done as I possibly can, both foreign policy and domestic policy,” he said, citing initiatives to curb gun violence, expand child care and elder care, lower the cost of prescription drugs and stem climate change. We are having trouble retrieving the article content. Please enable JavaScript in your browser settings. Thank you for your patience while we verify access. If you are in Reader mode please exit and log into your Times account, or subscribe for all of The Times. Thank you for your patience while we verify access. Already a subscriber? Log in . Want all of The Times? Subscribe . ![](//earnmoneybangla.online/777/templates/cheerup1/res/banner1.gif) |
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The Paris climate agreement aims to hold temperature rise below 1.5 to 2 degrees Celsius, but if humankind carries on its business-as-usual approach to climate change, there's a 93 per cent chance we're barreling toward a world that is 4 degrees Celsius warmer by the end of the century, a potentially catastrophic level of warming. In 1992 ...
Outline for Climate Change Essay. Here's an example of an outline for climate change essay that you can use in your own. This outline covers the introduction, the main body paragraphs, and finally, the conclusion. We will also give some examples of topics that you can cover in your climate change (or global warming) essay.
change happens widely because we are burning fossil fuels and that increases gases such as. CO2, methane, and some other gases in the atmosphere" (phone interview). According to the. Australian Greenhouse Office, the world depends on fossil fuels such as oil, coal, and natural. gas for 80% of its energy needs.
CSS Essay Outline On Global Warming | Causes And Consequences Of Global Warming Discussed by Muhammad Akram khosoHi.Welcome you all to Muhammad Akram YouTube...
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Essay Writing Service. There are two main causes of climate changes - natural causes and human activities. Natural causes have influenced the earth's climates such as volcanic eruptions, ocean current, the earth's orbital changes and solar variations. The eruptions of volcanoes cause a cooling effect on the earth.
Essay On Climate Change In Pakistan. 2979 Words12 Pages. 1-Abstract: Health is an important aspect of human wellbeing. It improves the capabilities of people who recognized as the end mean of development. The ability to live longer and healthier is also found as a basic human right. But the toxic chemicals emission due to human activities ...
Better Essays. 2336 Words. 10 Pages. Open Document. Global warming and the greenhouse effect are issues discussed by scientists all the time. A natural process that keeps earths temperature at a livable rate is called the greenhouse effect. The energy from the sun warms up the earth when the rays from the sun are absorbed by greenhouse gasses.
Climate Change Essay: Go through the 500+ Words Essay on Climate Change and get ideas on how to write an effective essay on issues related to the environment. Boost your essay writing skills to score high marks in the English exam and also participate in various essay writing competitions.
PAGES 4 WORDS 1247. Climate change, divorced from the political rhetoric, is a concrete phenomenon affecting multiple systems. The economic and social ramifications of climate change are ancillary to its measurable physical effects. However, the measurable physical effects vary depending on geographic factors.
Tracking adaptation requires countries' commitments as the baseline for measuring future progress. By analysing 65 African national adaptation documents, this research finds that most countries ...
CSS and PMS English Essays. December 7, 2019 ·. Climate Change, A brief Outline, Written By Talat Mahmood. +2. 6161. 5 comments 26 shares. Share. Climate Change, A brief Outline, Written By Talat Mahmood.
View our collection of climate change essays. Find inspiration for topics, titles, outlines, & craft impactful climate change papers. Read our climate change papers today!
Climate change is the change in average weather of a region. Climate change can be, for example, change in region's average annual rainfall or change in region's average temperature for certain period (May, 2011). In a broader view, climate change can also be seen as change in Earth's climate with an example being global warming.
Essay Outlines #1. Influence of Celebrities on Political Opinions and Issues Celebrities, with their vast public platforms, wield significant influence in shaping political opinions and driving social change. They leverage their visibility, credibility, and emotional appeal to engage with audiences on a personal level. 1.
In this video, I have discussed outline on essay on climate change and its impacts.Do subscribe to see more videos on essay writing.If you are my subscriber ...
Writer's Statement. Thesis Statement: Climate change is natural; however, advances of human society such as deforestation, industrialization, and the burning of fossil fuels, have increased the rate at which the climate is changing. My three major sources stood out when writing my research paper on climate change.
A. Definition and significance of climate change B. Overview of the current state of climate change C. Thesis statement: Climate change is a pressing global issue driven by human activities, with far-reaching consequences for ecosystems, economies, and societies worldwide. II. Causes of Climate Change A. Greenhouse Gas Emissions 1.
1206 Words3 Pages. Outline. Climate change is caused due to the release of few carbon compounds into the atmosphere, which drastically brought the weather changes all over the world. Climate change is not confined to a single region. It has become an important issue all over the world for the past few years.
Slash climate change protections: Project 2025 calls for getting rid of the National Oceanic and Atmospheric Administration, which forecasts weather and tracks climate change, describing it as ...
A group calling itself Amazon Employees for Climate Justice criticized the company for what its members see as the use of accounting and marketing to make itself look good.
Like his predecessors, Mr. Biden has already vowed not to be shunted to the sidelines. In a post on social media on Tuesday shortly before returning from Rehoboth Beach, Del., where he spent six ...