A comparative analysis to forecast carbon dioxide emissions

[1]  Fatemeh Gholinia,et al.  Prediction of the effects of climate change on hydroelectric generation, electricity demand, and emissions of greenhouse gases under climatic scenarios and optimized ANN model , 2021, Energy Reports.

[2]  Xiyang Chen,et al.  Predicting China’s energy consumption: Combining machine learning with three-layer decomposition approach , 2021 .

[3]  Aamir Ali,et al.  Modeling the nexus between carbon emissions, energy consumption, and economic progress in Pakistan: Evidence from cointegration and causality analysis , 2021 .

[4]  M. Ramzan,et al.  Determinants of carbon emissions in Argentina: The roles of renewable energy consumption and globalization , 2021 .

[5]  M. Islam,et al.  Impact of globalization, foreign direct investment, and energy consumption on CO2 emissions in Bangladesh: Does institutional quality matter? , 2021, Environmental Science and Pollution Research.

[6]  Yunlu Li,et al.  Dynamic equivalent modeling for power converter based on LSTM neural network in wide operating range , 2021 .

[7]  Roxana J. Javid,et al.  The nexus between CO2 emissions, energy consumption, and economic growth in the U.S. , 2021 .

[8]  Md. Alamgir Hossain,et al.  Predicting Wind Power Generation Using Hybrid Deep Learning With Optimization , 2021, IEEE Transactions on Applied Superconductivity.

[9]  Yi-Peng Xu,et al.  Optimal long-term prediction of Taiwan’s transport energy by convolutional neural network and wildebeest herd optimizer , 2021 .

[10]  Hyun-Jin Lee,et al.  A Review on Deep Learning Models for Forecasting Time Series Data of Solar Irradiance and Photovoltaic Power , 2020, Energies.

[11]  Xifeng Guo,et al.  A short-term load forecasting model of multi-scale CNN-LSTM hybrid neural network considering the real-time electricity price , 2020 .

[12]  Patrícia Hipólito Leal,et al.  Rediscovering the EKC hypothesis for the 20 highest CO2 emitters among OECD countries by level of globalization , 2020 .

[13]  M. Hasan,et al.  Estimating energy-related CO2 emission growth in Bangladesh: The LMDI decomposition method approach , 2020 .

[14]  Ming Yang,et al.  Probabilistic Prediction of Regional Wind Power Based on Spatiotemporal Quantile Regression , 2020, IEEE Transactions on Industry Applications.

[15]  Michael J. Ryan,et al.  Hybrid Deep Learning Model for Ultra-Short-Term Wind Power Forecasting , 2020, 2020 IEEE International Conference on Applied Superconductivity and Electromagnetic Devices (ASEMD).

[16]  Faqeer Muhammad,et al.  POPULATION DENSITY, CO2 EMISSION AND ENERGY CONSUMPTION IN PAKISTAN: A MULTIVARIATE ANALYSIS , 2020 .

[17]  Michael J. Ryan,et al.  Very short-term forecasting of wind power generation using hybrid deep learning model , 2020, Journal of Cleaner Production.

[18]  Samuel Asumadu Sarkodie,et al.  Modeling natural gas consumption, capital formation, globalization, CO2 emissions and economic growth nexus in Malaysia: Fresh evidence from combined cointegration and causality analysis , 2020 .

[19]  Nai-ming Xie,et al.  Forecasting CO2 emissions of China's cement industry using a hybrid Verhulst-GM(1,N) model and emissions' technical conversion , 2020 .

[20]  Ying Sun,et al.  Deep learning methods for forecasting COVID-19 time-Series data: A Comparative study , 2020, Chaos, Solitons & Fractals.

[21]  José Ramón Pasillas-Díaz,et al.  Testing the Environmental Kuznets Curve Hypothesis in North America’s Free Trade Agreement (NAFTA) Countries , 2020, Energies.

[22]  Yigang Wei,et al.  Will China Achieve Its Ambitious Goal?—Forecasting the CO2 Emission Intensity of China towards 2030 , 2020, Energies.

[23]  T. Adebayo.  New Insights into Export-growth Nexus: Wavelet and Causality Approaches , 2020 .

[24]  S. Koc,et al.  Testing validity of the EKC hypothesis in South Korea: role of renewable energy and trade openness , 2020, Environmental Science and Pollution Research.

[25]  Syed Khurram Arslan Wasti,et al.  An empirical investigation between CO2 emission, energy consumption, trade liberalization and economic growth: A case of Kuwait , 2020 .

[26]  Yan Li.  Forecasting Chinese carbon emissions based on a novel time series prediction method , 2020, Energy Science & Engineering.

[27]  Eyup Dogan,et al.  The impact of economic structure to the environmental Kuznets curve (EKC) hypothesis: evidence from European countries , 2020, Environmental Science and Pollution Research.

[28]  Jaruwan Chontanawat.  Relationship between energy consumption, CO2 emission and economic growth in ASEAN: Cointegration and causality model , 2020 .

[29]  F. Bekun,et al.  Fresh Insight into the EKC Hypothesis in Nigeria: Accounting for Total Natural Resources Rent , 2020 .

[30]  Reza Shirmohammadi,et al.  Forecasting of CO2 emissions in Iran based on time series and regression analysis , 2019, Energy Reports.

[31]  A. Alola,et al.  The role of globalization, real income, tourism in environmental sustainability target. Evidence from Turkey. , 2019, The Science of the total environment.

[32]  Baha A. Sawadi,et al.  Prediction of Solar Irradiance Based on Artificial Neural Networks , 2019, Inventions.

[33]  Bismark Ameyaw,et al.  Investigating, forecasting and proposing emission mitigation pathways for CO2 emissions from fossil fuel combustion only: A case study of selected countries , 2019, Energy Policy.

[34]  Muhammad Kamran Khan,et al.  Impact of globalization, economic factors and energy consumption on CO2 emissions in Pakistan. , 2019, The Science of the total environment.

[35]  Samreen Fatima,et al.  Forecasting Carbon Dioxide Emission of Asian Countries Using ARIMA and Simple Exponential Smoothing Models , 2019, International Journal of Economic and Environmental Geology.

[36]  R. Smyth,et al.  Effects of primary energy consumption on CO2 emissions under optimal thresholds: Evidence from sixty countries over the last half century , 2019, Energy Economics.

[37]  Yuansheng Huang,et al.  Grey relational analysis, principal component analysis and forecasting of carbon emissions based on long short-term memory in China , 2019, Journal of Cleaner Production.

[38]  Azim Heydari,et al.  Renewable Energies Generation and Carbon Dioxide Emission Forecasting in Microgrids and National Grids using GRNN-GWO Methodology , 2019, Energy Procedia.

[39]  Yan Zhang,et al.  The influence of US and China’s CO2 transfer embodied in final consumption on Global emission , 2018, Energy Procedia.

[40]  Sumaiya Sadeka,et al.  Energy Consumption and CO2 Emission in Bangladesh: Trends and Policy Implications , 2018, Asia Pacific Journal of Energy and Environment.

[41]  Wanhai You,et al.  Spillover effects of economic globalization on CO2 emissions: A spatial panel approach , 2018, Energy Economics.

[42]  Tsangyao Chang,et al.  Nexus between clean energy consumption, economic growth and CO2 emissions , 2018 .

[43]  Xiaoling Zhang,et al.  A novel method for carbon dioxide emission forecasting based on improved Gaussian processes regression , 2018 .

[44]  Istihak Rayhan,et al.  Impact of Urbanization and Energy Consumption on CO2 Emissions in Bangladesh: An ARDL Bounds Test Approach , 2018 .

[45]  Mohammad Mafizur Rahman,et al.  Carbon emissions, energy consumption and industrial growth in Bangladesh: empirical evidence from ARDL cointegration and Granger causality analysis , 2017 .

[46]  Himansu Sekhar Behera,et al.  A hybrid ETS-ANN model for time series forecasting , 2017, Eng. Appl. Artif. Intell..

[47]  H. Khobai,et al.  The Relationship between Energy Consumption, Economic Growth and Carbon Dioxide Emission: The Case of South Africa , 2017 .

[48]  M. Rahman.  Do population density, economic growth, energy use and exports adversely affect environmental quality in Asian populous countries? , 2017 .

[49]  F. Mirza,et al.  Energy consumption, carbon emissions and economic growth in Pakistan: Dynamic causality analysis , 2017 .

[50]  Olja Munitlak Ivanović,et al.  A Cointegration Analysis of Real GDP and CO2 Emissions in Transitional Countries , 2017 .

[51]  Hussain Ali Bekhet,et al.  CO2 emissions, energy consumption, economic growth, and financial development in GCC countries: Dynamic simultaneous equation models , 2017 .

[52]  M. Pablo-Romero,et al.  Co2 emission and economic growth in Algeria , 2016 .

[53]  Korhan K. Gokmenoglu,et al.  The relationship between Co2 emissions, energy consumption, economic growth and FDI: the case of Turkey , 2016 .

[54]  I. Ozturk,et al.  Carbon emissions, energy consumption, and economic growth relationship in Sri Lanka , 2016 .

[55]  Umesh Bastola,et al.  Relationships among energy consumption, pollution emission, and economic growth in Nepal , 2015 .

[56]  B. Ghosh,et al.  Economic Growth, CO2 Emissions and Energy Consumption: The Case of Bangladesh , 2014 .

[57]  Al-Abdulrazag A. Bashier,et al.  Immigration and Economic Growth in Jordan: FMOLS Approach , 2014 .

[58]  A. Tiwari,et al.  Economic Growth, Energy Consumption, Financial Development, International Trade and CO2 Emissions, in Indonesia , 2013 .

[59]  Ming Xu,et al.  China's 2020 carbon intensity target: Consistency, implementations, and policy implications , 2012 .

[60]  James B. Ang,et al.  Economic development, pollutant emissions and energy consumption in Malaysia , 2008 .

[61]  Richard J. Smith,et al.  Bounds testing approaches to the analysis of level relationships , 2001 .