scholarly journals A Comparative Analysis of Countries' Performance According to SDG Indicators based on Machine Learning

2021 ◽  
Author(s):  
Guilherme Souza ◽  
Julian Santos ◽  
Gabriel SantClair ◽  
Janaina Gomide ◽  
Luan Santos
Keyword(s):  
Climate Change ◽  
Machine Learning ◽  
Economic Growth ◽  
Principal Component Analysis ◽  
Sustainable Development ◽  
Sustainable Development Goals ◽  
Principal Component ◽  
The Sustainable Development ◽  
Development Goals ◽  
Impacts Of Climate Change

The Sustainable Development Goals (SDGs) are part of a global effort to reduce the impacts of climate change, promoting social justice and economic growth. The United Nations provides a database with hundreds of indicators to track the SDGs since 2016 for a total of 302 regions. This work aims to assess which countries are in a similar situation regarding sustainable development. Principal Component Analysis was used to reduce the dimension of the dataset and k-means algorithm was used to cluster countries according to their SDGs indicators. For the years of 2016, 2017 and 2018 were obtained 11, 13 and 11 groups, respectively. This paper also analyses clusters changes throughout the years.

scholarly journals A systems model of SDG target influence on the 2030 Agenda for Sustainable Development

2021 ◽  
Author(s):  
Carl C. Anderson ◽  
Manfred Denich ◽  
Anne Warchold ◽  
Jürgen P. Kropp ◽  
Prajal Pradhan
Keyword(s):  
Climate Change ◽  
Economic Growth ◽  
Sustainable Development ◽  
Sustainable Development Goals ◽  
The Sustainable Development ◽  
Systems Model ◽  
2030 Agenda ◽  
Development Goals ◽  
Indicator Data

AbstractThe Sustainable Development Goals (SDGs) were adopted by the United Nations in 2015 as part of the “2030 Agenda for Sustainable Development” and aim to address issues ranging from poverty and economic growth to climate change. Efforts to tackle one issue can support or hinder progress towards others, often with complex systemic interactions. Thus, each of the SDGs and their corresponding targets may contribute as levers or hurdles towards achieving other SDGs and targets. Based on SDG indicator data, we create a systems model considering influence among the SDGs and their targets. Once assessed within a system, we find that more SDGs and their corresponding targets act as levers towards achieving other goals and targets rather than as hurdles. In particular, efforts towards SDGs 5 (Gender Equality) and 17 (Partnerships for the Goals) may accelerate progress, while SDGs 10 (Reduced Inequalities) and 16 (Peace, Justice and Strong Institutions) are shown to create potential hurdles. The model results can be used to help promote supportive interactions and overcome hindering ones in the long term.

Global Health and International Development

2018 ◽  
pp. 216-235
Author(s):  
Andrew Harmer ◽  
Jonathan Kennedy
Keyword(s):  
Climate Change ◽  
Sustainable Development ◽  
Global Health ◽  
Economic System ◽  
International Development ◽  
Sustainable Development Goals ◽  
The Sustainable Development ◽  
Development Goals ◽  
The Relationship ◽  
Global Population

This chapter explores the relationship between international development and global health. Contrary to the view that development implies ‘good change’, this chapter argues that the discourse of development masks the destructive and exploitative practices of wealthy countries at the expense of poorer ones. These practices, and the unregulated capitalist economic system that they are part of, have created massive inequalities between and within countries, and potentially catastrophic climate change. Both of these outcomes are detrimental to global health and the millennium development goals and sustainable development goals do not challenge these dynamics. While the Sustainable Development Goals acknowledge that inequality and climate change are serious threats to the future of humanity, they fail to address the economic system that created them. Notwithstanding, it is possible that the enormity and proximity of the threat posed by inequality and global warming will energise a counter movement to create what Kate Raworth terms ‘an ecologically safe and socially just space’ for the global population while there is still time.

scholarly journals A STUDY OF DRINKING WATER AND SANITATION IN INDIA UNDER THE SUSTAINABLE DEVELOPMENT GOALS 2030

2019 ◽  
pp. 12-20
Author(s):  
Dr. Basanta Kalita
Keyword(s):  
Climate Change ◽  
Sustainable Development ◽  
Environmental Sustainability ◽  
Sustainable Development Goals ◽  
Addis Ababa ◽  
Paris Declaration ◽  
Water And Sanitation ◽  
The Sustainable Development ◽  
Sanitation Services ◽  
Development Goals

The SDGs agenda is the outcome of a series of international conferences on the issue of environmental sustainability. A principle of common and differentiated responsibility was endorsed by the Rio Declaration on Environment and Development (1992) and the United Nations Conference on Sustainable Development, Rio+20 (2012). The political commitments from the world leaders were confirmed during the 3rd International Conference on Financing for Development held in Addis Ababa in July 2015 for a common policy on sustainable development. The goals are broad based and interdependent. Finally the Paris Declaration on Climate Change (2016) paved the way for the adoption of a comprehensive list of goals to be achieved by 2030. Each of the 17 sustainable development goals has a list of targets which are measured with indicators and are interdependent. The present study will be confined to the 6th goal which is ensuring “Clean water and Sanitation” in the Indian context. KEYWORDS: SDGs agenda, Climate Change, employment, sanitation services

Farmer-Prioritized Climate-Smart Agriculture Technologies

2020 ◽  
pp. 423-445
Author(s):  
Caroline Mwongera ◽  
Chris M. Mwungu ◽  
Mercy Lungaho ◽  
Steve Twomlow
Keyword(s):  
Climate Change ◽  
Sustainable Development ◽  
Sustainable Development Goals ◽  
Smallholder Farmers ◽  
The Sustainable Development ◽  
Trade Offs ◽  
Development Goals ◽  
Smart Agriculture ◽  
Study Sites ◽  
Context Specific

Climate-smart agriculture (CSA) focuses on productivity, climate-change adaptation, and mitigation, and the potential for developing resilient food production systems that lead to food and income security. Lately, several frameworks and tools have been developed to prioritize context-specific CSA technologies and assess the potential impacts of selected options. This study applied a mixed-method approach, the climate-smart agriculture rapid appraisal (CSA-RA) tool, to evaluate farmers’ preferred CSA technologies and to show how they link to the sustainable development goals (SDGs). The chapter examines prioritized CSA options across diverse study sites. The authors find that the prioritized options align with the food security and livelihood needs of smallholder farmers, and relate to multiple sustainable development goals. Specifically, CSA technologies contribute to SDG1 (end poverty), SDG2 (end hunger and promote sustainable agriculture), SDG13 (combating climate change), and SDG15 (life on land). Limited awareness on the benefits of agriculture technologies and the diversity of outcomes desired by stakeholders’ present challenges and trade-offs for achieving the SDGs. The CSA-RA provides a methodological approach linking locally relevant indicators to the SDG targets.

scholarly journals Investigating South Africa’s Fresh Peach and Nectarine Value Proposition: Measuring Progress on Achieving Sustainable Consumption in Exports

2020 ◽  
Vol 12 (7) ◽  
pp. 2615
Author(s):  
Chiedza Zvirurami Tsvakirai ◽  
Teboho Jeremiah Mosikari
Keyword(s):  
Climate Change ◽  
South African ◽  
Sustainable Development Goals ◽  
Sustainable Consumption ◽  
Principal Component ◽  
The Sustainable Development ◽  
Composite Indices ◽  
Responsible Consumption ◽  
Value Propositions ◽  
Development Goals

The Sustainable Development Goals (SDGs) have shone a spotlight on the importance of adaption to climate change. However, progress in achieving SDG 12 which calls for, “responsible consumption and production” has been stalled by the unavailability of indicators that adequately capture and motivate increased responsible consumption. To fill this gap, this article presents an alternative indicator that makes use of cultivar characteristics and uses South African fresh peach and nectarine exports as a focus area. Principal component analysis is used to extract and summarize the product value propositions identified in composite indices that were constructed by weighting the proportional use of cultivars in exports between 1956 and 2017. The indices acquired from the analysis were found to measure the provisions for sustainable consumption, good-quality fruit and off-peak fruit supply. The study’s results show that progress was found in the provisions for sustainable consumption and this was mainly driven by improvements in cultivars’ climate change adaptability. However, the last two decades have been characterized by years of successive lower readings on this index. Improvements in fruit quality index were found to be attained at the expense of farm enterprise productivity. The study concludes that strategies be developed to encourage the use of cultivars that promote responsible consumption as, if left uninfluenced, market forces will spur unsustainable production.

scholarly journals Climate Change and Food Insecurity Dynamics in the Rural Limpopo Province of South Africa

2018 ◽  
Vol 10 (1(J)) ◽  
pp. 22-32
Author(s):  
Abiodun Olusola Omotayo
Keyword(s):  
Climate Change ◽  
South Africa ◽  
Sustainable Development ◽  
Rural Communities ◽  
Food Insecurity ◽  
Sustainable Development Goals ◽  
Limpopo Province ◽  
The Sustainable Development ◽  
Development Goals ◽  
Household Heads

In the developing nations of the world, poor gross domestic product growth has shown serious vacuum to be filled in order to achieve the sustainable development goals. In that regard, this research article intends to contribute to the sustainable development goals of the United Nation’s goal by explaining the rural food insecurity in the light of climate change dynamic in some selected rural communities of Limpopo Province, South Africa. The data employed in the study were collected from 120 randomly selected rural household heads. Data were analysed with descriptive (frequency, mean etc.) and inferential statistics (Principal component Analysis (PCA), Tobit and Probit Regression) which were properly fitted (P<0.05) for the set research objectives. Descriptive results indicate that the average age of the respondents was 52 years with 60% of the household heads being married and a mean household size of 5.The study concluded that there is climate change effect and food insecurity in the study area and therefore recommended among others that the government of South Africa should endeavour to implement a more rural focused food securityclimate change policies in order to relieve the intensity of food insecurity situations among these disadvantaged rural dwellers of the province as well as to entrench a policy of long term development of agriculture. Finally, the study emphasized that the rural farming households should be enlightened through proper extension services to carry out climate change adaptation and mitigation measures in alleviating the food insecurity situation in the rural communities of the province. 

scholarly journals INCREASING AWARENESS CAPACITY OF DISASTER POTENTIAL AS A SUPPORT TO ACHIEVE SUSTAINABLE DEVELOPMENT GOAL (SDG) 13 IN LAMPUNG PROVINCE

2021 ◽  
Vol 5 (2) ◽  
pp. 129
Author(s):  
Indra Jaya Wiranata ◽  
Khairunnisa Simbolon
Keyword(s):  
Climate Change ◽  
Sustainable Development ◽  
Natural Disasters ◽  
Sustainable Development Goals ◽  
Provincial Government ◽  
Primary Data ◽  
The Sustainable Development ◽  
Prone Area ◽  
Development Goals ◽  
The Government

<p>Global policies on the Sustainable Development Goals (SDGs) address several aspects of environmental life and climate change. There are still challenges that many regions do not pursue the achievement of sustainable development goals which means that SDGs cannot simply and automatically be achieved in several regions due to different contexts and different geographic backgrounds. Extreme climate change can cause natural disasters that have the potential to cause losses and even claim victims. Thus, Lampung, which is a disaster-prone area, is interesting to be studied whether the government and the community's efforts to realize potential disasters have been accomplished properly. This research explains the efforts that have been and need to be done by Lampung Province in responding to potential disasters through a policy brief in order to motivate the government to pay more attention to climate change and natural disasters. This research is a type of qualitative research with primary data that will be taken by using interview techniques and literature review. The survey was conducted by random sampling the people of Lampung regarding the level of awareness of potential disasters. The data will also be obtained by using Google Trend. The results of this research indicate that the efforts of the Lampung Provincial Government such as mitigation, emergency response, reconstruction, rehabilitation, disaster risk assessments, and support from the epistemic community.</p>

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