4.3 Article

Energy use, carbon dioxide emissions, GDP, industrialization, financial development, and population, a causal nexus in Sri Lanka: With a subsequent prediction of energy use using neural network

期刊

出版社

TAYLOR & FRANCIS INC
DOI: 10.1080/15567249.2016.1217285

关键词

carbon dioxide emissions; econometrics; energy economics; neural network; Sri Lanka

向作者/读者索取更多资源

The study examines the causal relationship between energy use, carbon dioxide emissions, GDP, industrialization, financial development, and population from 1971 to 2012 in Sri Lanka, using the ARDL regression analysis and a subsequent prediction of energy use using neural network. There was evidence of a long- run equilibrium relationship running from carbon dioxide emissions, GDP, industrialization, financial development, and population to energy use. The Granger causality test shows a unidirectional causality running from carbon dioxide emissions to energy use and a bidirectional causality between industrialization and energy use. The overall predicted EUSE from 1971 to 2012 has a mean absolute percentage error of 1.97%. Evidence from the neural network shows that the statistical coefficient of R-square for both training and validation is 98% and 99% with a corresponding Root mean square Error of 11.11 and 6.10, respectively.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.3
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

Article Multidisciplinary Sciences

Mitigating spread of contamination in meat supply chain management using deep learning

Mohammad Amin Amani, Samuel Asumadu Sarkodie

Summary: Industry 4.0 recommends transitioning from traditional manufacturing to automated industrial practices in supply chain management, along with the use of new technologies to ensure sustainable supply chains and reduce food loss. Artificial intelligence techniques, such as deep learning, can increase productivity in perishable product supply chains by reducing costs, improving accuracy, accelerating processes, and reducing the carbon footprint of food. In meat supply chain management, a classification model trained by DCNN and PSO algorithms achieves 100% accuracy in distinguishing wholesome meat from spoiled ones.

SCIENTIFIC REPORTS (2022)

Article Environmental Studies

Impact of Urbanization and Expansion of Forest Investment to Mitigate CO2 Emissions in China

Zouheir Mighri, Suleman Sarwar, Samuel Asumadu Sarkodie

Summary: Forests are crucial for controlling climate change, but China's economic development has negatively affected forest habitats. The study shows that forest investment and proper management can reduce carbon emissions and lower carbon levels in neighboring provinces.

WEATHER CLIMATE AND SOCIETY (2022)

Article Multidisciplinary Sciences

Dataset on bitcoin carbon footprint and energy consumption

Samuel Asumadu Sarkodie, Phebe Asantewaa Owusu

Summary: Due to data limitations, assessing the environmental impacts of bitcoin is challenging. However, this article presents a constructed dataset that measures bitcoin's annual carbon footprint, providing valuable data for multidisciplinary research in the fields of environment, energy, and economics.

DATA IN BRIEF (2022)

Article Environmental Sciences

Winners and losers of energy sustainability-Global assessment of the Sustainable Development Goals

Samuel Asumadu Sarkodie

Summary: This study provides a comprehensive assessment of energy sustainability across 217 countries and territories, highlighting the challenges faced by low-income countries in achieving the Sustainable Development Goals (SDGs). The research reveals that sustained economic growth and reduced income inequality can improve energy sustainability in developing economies. Additionally, climate-prone regions that heavily rely on water resources for power generation should prioritize sustainable climate policies to minimize trade-offs between energy resources and environmental threats.

SCIENCE OF THE TOTAL ENVIRONMENT (2022)

Article Multidisciplinary Sciences

Global land-use intensity and anthropogenic emissions exhibit symbiotic and explosive behavior

Samuel Asumadu Sarkodie, Phebe Asantewaa Owusu

Summary: The intensification of land use poses a threat to environmental sustainability. Long-term income growth helps mitigate emissions, but emissions drive global expansion of land use for agriculture and forestry activities. Urban expansion has diminishing effects on agricultural lands in developed countries.

ISCIENCE (2022)

Article Multidisciplinary Sciences

Do natural disasters affect economic growth? The role of human capital, foreign direct investment, and infrastructure dynamics

Muhammad Tariq Iqbal Khan, Sofia Anwar, Samuel Asumadu Sarkodie, Muhammad Rizwan Yaseen, Abdul Majeed Nadeem

Summary: Natural disasters are a global problem, and developing countries are most affected due to a poor environment, feeble adaptation, impoverished socioeconomic conditions, poor infrastructure, limited resources, and unstable institutions. Achieving sustainable cities and human settlements by mitigating the loss caused by natural disasters is crucial, but there is limited literature in this area. This research examines the impact of natural disasters on income reduction and explores the role of infrastructure, foreign direct investment (FDI), human capital, globalization, and capital formation in economic growth across income groups.

HELIYON (2023)

Article Geosciences, Multidisciplinary

Natural disasters, resilience-building, and risk: achieving sustainable cities and human settlements

Muhammad Tariq Iqbal Khan, Sofia Anwar, Samuel Asumadu Sarkodie, Muhammad Rizwan Yaseen, Abdul Majeed Nadeem, Qamar Ali

Summary: Reducing natural disasters and their economic losses is critical for sustainable development. However, there is a lack of comprehensive studies on sustainable cities and human settlements. This research examines the impact of disaster risk and resilience on human loss due to natural disasters in 90 countries from 1995 to 2019. The results show that disaster risk increases human losses, while resilience has a positive impact in developed countries.

NATURAL HAZARDS (2023)

Article Multidisciplinary Sciences

Comprehensive green growth indicators across countries and territories

Samuel Asumadu Sarkodie, Phebe Asantewaa Owusu, John Taden

Summary: A sustainable transition to green growth is crucial for addressing climate change. However, the lack of clear definitions and common measures makes it difficult to provide guidance to policymakers. In this study, we construct green growth measures for 203 countries from 1990 to 2021, considering dimensions such as natural resources, socio-economic outcomes, environmental productivity, policy responses, and quality of life. Our novel summary index technique controls for correlated variables and missing values, providing valuable indicators for country-specific and global modeling on green economic development.

SCIENTIFIC DATA (2023)

Article Multidisciplinary Sciences

Mutual coupling between stock market and cryptocurrencies

Maruf Yakubu Ahmed, Samuel Asumadu Sarkodie, Thomas Leirvik

Summary: This study examines the relationship between the top five cryptocurrencies and the U.S. S&P500 index from January 2018 to December 2021 using the GETS VAR and VAR models. The findings indicate positive short- and long-run effects of historical S&P500 returns on Bitcoin, Ethereum, Ripple, and Tether returns, while negative effects of historical returns of these cryptocurrencies on S&P500 returns. The impulse-response analysis suggests that shocks in S&P500 returns stimulate positive responses from cryptocurrency returns, while shocks in cryptocurrency returns trigger negative responses from S&P500 returns. The bi-directional causality between S&P500 returns and crypto returns highlights the need for appropriate regulatory policies to mitigate potential risks of financial contagion in the crypto market.

HELIYON (2023)

Article Development Studies

Machinery import, R&D spillover, and energy efficiency

Fengqin Liu, Jae-Yeon Sim, Bless Kofi Edziah, Huaping Sun, Samuel Asumadu Sarkodie, Philip Kofi Adom

Summary: The gap in energy demand and supply in Sub-Saharan Africa has led to energy insecurity, causing power outages and economic decline. Technological spillover, specifically from OECD countries, has a significant impact on improving energy efficiency. Importing machinery from OECD countries improves energy efficiency, while non-OECD imports do not have a significant effect.

JOURNAL OF ENVIRONMENTAL PLANNING AND MANAGEMENT (2023)

Article Engineering, Environmental

Insight into vaccination and meteorological factors on daily COVID-19 cases and mortality in Bangladesh

Mohammad Nayeem Hasan, Md Aminul Islam, Sarawut Sangkham, Adhena Ayaliew Werkneh, Foysal Hossen, Md Atiqul Haque, Mohammad Morshad Alam, Md Arifur Rahman, Sanjoy Kumar Mukharjee, Tahmid Anam Chowdhury, Juan Eduardo Sosa-Hernandez, Md Jakariya, Firoz Ahmed, Prosun Bhattacharya, Samuel Asumadu Sarkodie

Summary: This study examines the changes in COVID-19 cases and deaths over time in Bangladesh and the impact of meteorological factors and vaccination on these disparities. The results show a correlation between meteorological conditions, vaccination, and COVID-19 incidences. Vaccination effectively reduces the number of new cases and fatalities.

GROUNDWATER FOR SUSTAINABLE DEVELOPMENT (2023)

Article Energy & Fuels

The role of renewable and nuclear energy R&D expenditures and income on environmental quality in Germany: Scrutinizing the EKC and LCC hypotheses with smooth structural changes

Ugur Korkut Pata, Mustafa Tevfik Kartal, Sinan Erdogan, Samuel Asumadu Sarkodie

Summary: This study analyzes the effects of renewable energy research & development (RRD) and nuclear energy research & development (NRD) expenditures on environmental quality in Germany's pursuit of carbon neutrality by 2045. Using various environmental indicators, the study examines the relationship between RRD/NRD and environmental quality, considering factors such as GDP, and tests the validity of the environmental Kuznets curve (EKC) and load capacity curve (LCC) hypotheses. The empirical results reveal that RRD expenditures are effective in reducing CO2 emissions, while both RRD and NRD expenditures have no significant effect on ecological footprint (EF). Thus, German policymakers could make more effective use of RRD to achieve their carbon neutrality goal.

APPLIED ENERGY (2023)

Article Environmental Sciences

Assessment of global fish footprint reveals growing challenges for sustainable production and consumption

Samuel Asumadu Sarkodie, Phebe Asantewaa Owusu

Summary: Globalization faces a tradeoff between meeting fish consumption demand for healthy living and reducing the ecological footprint for sustainable development. The decline in fish production in developed countries is compensated by overexploited stocks imported from developing economies. Global fish price volatility affects fish production, consumption, import, and export in developing nations, but not in high-income nations. The increase in fish footprint is influenced by affluence, urbanization, human development, and other factors.

MARINE POLLUTION BULLETIN (2023)

Article Environmental Sciences

Harnessing the roles of renewable energy, high tech industries, and financial globalization for environmental sustainability: Evidence from newly industrialized economies

Sudeshna Ghosh, Tomiwa Sunday Adebayo, Shujaat Abbas, Buhari Dogan, Samuel Asumadu Sarkodie

Summary: This study examines the impact of economic complexity, high-tech industries, renewables, natural resource abundance, and financial globalization on CO2 emissions and ecological footprint in 10 newly industrializing countries. The results show that the development of high-tech industries has a positive impact on the environment, while renewables and natural resource exploitation can mitigate environmental challenges. However, economic complexity and financial globalization increase emissions and ecological footprint.

NATURAL RESOURCES FORUM (2023)

Article Green & Sustainable Science & Technology

Advancing COP26 climate goals: Leveraging energy innovation, governance readiness, and socio-economic factors for enhanced climate resilience and sustainability

Samuel Asumadu Sarkodie, Maruf Yakubu Ahmed, Phebe Asantewaa Owusu

Summary: Climate change adaptation and mitigation are crucial for sustainable development and reducing climate vulnerability. This study examines the impact of energy diversification, socio-economic drivers, and governance readiness on climate change vulnerability. The results show that high social and governance readiness promote climate resilience and that energy innovations can lessen climate change vulnerability.

JOURNAL OF CLEANER PRODUCTION (2023)

暂无数据