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A machine learning approach on the relationship among solar and wind energy production, coal consumption, GDP, and CO2 emissions

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  1. Cosimo Magazzino & Marco Mele & Fabio Gaetano Santeramo, 2021. "Using an Artificial Neural Networks Experiment to Assess the Links among Financial Development and Growth in Agriculture," Sustainability, MDPI, vol. 13(5), pages 1-15, March.
  2. Yongming Huang & Muhammed Ashiq Villanthenkodath & Mohammad Haseeb, 2023. "The nexus between eco‐friendly technology and environmental degradation in India: Does the N or inverted N‐shape load capacity curve(LCC) hypothesis hold?," Natural Resources Forum, Blackwell Publishing, vol. 47(2), pages 276-297, May.
  3. Kahia, Montassar & Moulahi, Tarek & Mahfoudhi, Sami & Boubaker, Sabri & Omri, Anis, 2022. "A machine learning process for examining the linkage among disaggregated energy consumption, economic growth, and environmental degradation," Resources Policy, Elsevier, vol. 79(C).
  4. Yu, Jinna & Tang, Yuk Ming & Chau, Ka Yin & Nazar, Raima & Ali, Sajid & Iqbal, Wasim, 2022. "Role of solar-based renewable energy in mitigating CO2 emissions: Evidence from quantile-on-quantile estimation," Renewable Energy, Elsevier, vol. 182(C), pages 216-226.
  5. Mushtaq Taleb & Ruzelan Khalid & Ali Emrouznejad & Razamin Ramli, 2023. "Environmental efficiency under weak disposability: an improved super efficiency data envelopment analysis model with application for assessment of port operations considering NetZero," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(7), pages 6627-6656, July.
  6. Imen Chaouali & Mehdi Ben Jebli & Wadim Strielkowski, 2023. "How renewable energy and service growth influence environmental quality: Evidence from a sustainable development perspective," Natural Resources Forum, Blackwell Publishing, vol. 47(2), pages 257-275, May.
  7. Manirathinam, Thangaraj & Narayanamoorthy, Samayan & Geetha, Selvaraj & Othman, Mohd Fairuz Iskandar & Alotaibi, Badr Saad & Ahmadian, Ali & Kang, Daekook, 2023. "Sustainable renewable energy system selection for self-sufficient households using integrated fermatean neutrosophic fuzzy stratified AHP-MARCOS approach," Renewable Energy, Elsevier, vol. 218(C).
  8. Yu, Jinna & Saydaliev, Hayot Berk & Liu, Zhen & Nazar, Raima & Ali, Sajid, 2022. "The asymmetric nexus of solar energy and environmental quality: Evidence from Top-10 solar energy-consuming countries," Energy, Elsevier, vol. 247(C).
  9. Kaewnern, Hathaipat & Wangkumharn, Sirikul & Deeyaonarn, Wongsathon & Yousaf, Abaid Ullah & Kongbuamai, Nattapan, 2023. "Investigating the role of research development and renewable energy on human development: An insight from the top ten human development index countries," Energy, Elsevier, vol. 262(PB).
  10. Upma Singh & Mohammad Rizwan & Hasmat Malik & Fausto Pedro García Márquez, 2022. "Wind Energy Scenario, Success and Initiatives towards Renewable Energy in India—A Review," Energies, MDPI, vol. 15(6), pages 1-39, March.
  11. Magazzino, Cosimo & Mele, Marco & Schneider, Nicolas, 2022. "A new artificial neural networks algorithm to analyze the nexus among logistics performance, energy demand, and environmental degradation," Structural Change and Economic Dynamics, Elsevier, vol. 60(C), pages 315-328.
  12. Chopra, Ritika & Magazzino, Cosimo & Shah, Muhammad Ibrahim & Sharma, Gagan Deep & Rao, Amar & Shahzad, Umer, 2022. "The role of renewable energy and natural resources for sustainable agriculture in ASEAN countries: Do carbon emissions and deforestation affect agriculture productivity?," Resources Policy, Elsevier, vol. 76(C).
  13. Nazlioglu, Saban & Kassouri, Yacouba & Kucukkaplan, Ilhan & Soytas, Ugur, 2022. "Convergence of oil consumption: A historical perspective with new concepts," Energy Policy, Elsevier, vol. 168(C).
  14. Jiang, Wei & Sun, Yifei, 2023. "Which is the more important factor of carbon emission, coal consumption or industrial structure?," Energy Policy, Elsevier, vol. 176(C).
  15. Shahzad, Umer & Schneider, Nicolas & Ben Jebli, Mehdi, 2021. "How coal and geothermal energies interact with industrial development and carbon emissions? An autoregressive distributed lags approach to the Philippines," Resources Policy, Elsevier, vol. 74(C).
  16. Bahman Huseynli, 2023. "Renewable Solar Energy Resources Potential and Strategy in Azerbaijan," International Journal of Energy Economics and Policy, Econjournals, vol. 13(1), pages 31-38, January.
  17. Haroon ur Rashid Khan & Usama Awan & Khalid Zaman & Abdelmohsen A. Nassani & Mohamed Haffar & Muhammad Moinuddin Qazi Abro, 2021. "Assessing Hybrid Solar-Wind Potential for Industrial Decarbonization Strategies: Global Shift to Green Development," Energies, MDPI, vol. 14(22), pages 1-14, November.
  18. Kocak, Emrah & Ulug, Eyup Emre & Oralhan, Burcu, 2023. "The impact of electricity from renewable and non-renewable sources on energy poverty and greenhouse gas emissions (GHGs): Empirical evidence and policy implications," Energy, Elsevier, vol. 272(C).
  19. Mirziyoyeva, Ziroat & Salahodjaev, Raufhon, 2022. "Renewable energy and CO2 emissions intensity in the top carbon intense countries," Renewable Energy, Elsevier, vol. 192(C), pages 507-512.
  20. Huang, Jiaqing & Wang, Linlin & Siddik, Abu Bakkar & Abdul-Samad, Zulkiflee & Bhardwaj, Arpit & Singh, Bharat, 2023. "Forecasting GHG emissions for environmental protection with energy consumption reduction from renewable sources: A sustainable environmental system," Ecological Modelling, Elsevier, vol. 475(C).
  21. Georgescu, Irina Alexandra & Oprea, Simona-Vasilica & Bâra, Adela, 2024. "Investigating the relationship between macroeconomic indicators, renewables and pollution across diverse regions in the globalization era," Applied Energy, Elsevier, vol. 363(C).
  22. Jinjie Zhao & Lei Kou & Haitao Wang & Xiaoyu He & Zhihui Xiong & Chaoqiang Liu & Hao Cui, 2022. "Carbon Emission Prediction Model and Analysis in the Yellow River Basin Based on a Machine Learning Method," Sustainability, MDPI, vol. 14(10), pages 1-17, May.
  23. Anastasovski, Aleksandar, 2023. "What is needed for transformation of industrial parks into potential positive energy industrial parks? A review," Energy Policy, Elsevier, vol. 173(C).
  24. Lei Zhu & Wei Fang & Saif Ur Rahman & Ahmad Imran Khan, 2023. "How solar-based renewable energy contributes to CO2 emissions abatement? Sustainable environment policy implications for solar industry," Energy & Environment, , vol. 34(2), pages 359-378, March.
  25. Gema Hernández-Moral & Sofía Mulero-Palencia & Víctor Iván Serna-González & Carla Rodríguez-Alonso & Roberto Sanz-Jimeno & Vangelis Marinakis & Nikos Dimitropoulos & Zoi Mylona & Daniele Antonucci & H, 2021. "Big Data Value Chain: Multiple Perspectives for the Built Environment," Energies, MDPI, vol. 14(15), pages 1-21, July.
  26. Yang, Yang & Lang, Jin & Wu, Jian & Zhang, Yanyan & Su, Lijie & Song, Xiangman, 2022. "Wind speed forecasting with correlation network pruning and augmentation: A two-phase deep learning method," Renewable Energy, Elsevier, vol. 198(C), pages 267-282.
  27. Ma, Qiang & Murshed, Muntasir & Khan, Zeeshan, 2021. "The nexuses between energy investments, technological innovations, emission taxes, and carbon emissions in China," Energy Policy, Elsevier, vol. 155(C).
  28. Ahmad, Tanveer & Madonski, Rafal & Zhang, Dongdong & Huang, Chao & Mujeeb, Asad, 2022. "Data-driven probabilistic machine learning in sustainable smart energy/smart energy systems: Key developments, challenges, and future research opportunities in the context of smart grid paradigm," Renewable and Sustainable Energy Reviews, Elsevier, vol. 160(C).
  29. Marco Mele & Cosimo Magazzino & Nicolas Schneider & Antonia Rosa Gurrieri & Hêriş Golpira, 2022. "Innovation, income, and waste disposal operations in Korea: evidence from a spectral granger causality analysis and artificial neural networks experiments," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 39(2), pages 427-459, July.
  30. Yilin Xie & Ying Xu, 2022. "Transmission Expansion Planning Considering Wind Power and Load Uncertainties," Energies, MDPI, vol. 15(19), pages 1-18, September.
  31. AlNemer, Hashem A. & Hkiri, Besma & Tissaoui, Kais, 2023. "Dynamic impact of renewable and non-renewable energy consumption on CO2 emission and economic growth in Saudi Arabia: Fresh evidence from wavelet coherence analysis," Renewable Energy, Elsevier, vol. 209(C), pages 340-356.
  32. Magazzino, Cosimo & Giolli, Lorenzo, 2021. "The relationship among railway networks, energy consumption, and real added value in Italy. Evidence form ARDL and Wavelet analysis," Research in Transportation Economics, Elsevier, vol. 90(C).
  33. Taner Güney & Duygu İnce, 2024. "Solar Energy and CO2 Emissions: CCEMG Estimations for 26 Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 2383-2400, March.
  34. Rivero-Iglesias, Jose M. & Puente, Javier & Fernandez, Isabel & León, Omar, 2023. "Integrated model for the assessment of power generation alternatives through analytic hierarchy process and a fuzzy inference system. Case study of Spain," Renewable Energy, Elsevier, vol. 211(C), pages 563-581.
  35. Yuan Zhao & Bowen Du & Shunyi Chen & Jun Zhao & Zhipeng Guo & Lingbao Wang, 2022. "Energy and Conventional and Advanced Exergy Analyses of Low-Temperature Geothermal Binary-Flashing Cycle Using Zeotropic Mixtures," Energies, MDPI, vol. 15(10), pages 1-18, May.
  36. Ibrahim, Ridwan Lanre & Al-mulali, Usama & Ozturk, Ilhan & Bello, Ajide Kazeem & Raimi, Lukman, 2022. "On the criticality of renewable energy to sustainable development: Do green financial development, technological innovation, and economic complexity matter for China?," Renewable Energy, Elsevier, vol. 199(C), pages 262-277.
  37. Hasdi Aimon & Anggi Putri Kurniadi & Sri Ulfa Sentosa & Nurhayati Abd Rahman, 2023. "Production, Consumption, Export and Carbon Emission for Coal Commodities: Cases of Indonesia and Australia," International Journal of Energy Economics and Policy, Econjournals, vol. 13(5), pages 484-492, September.
  38. Bashir, Muhammad Farhan & MA, Benjiang & Hussain, Hafezali Iqbal & Shahbaz, Muhammad & Koca, Kemal & Shahzadi, Irum, 2022. "Evaluating environmental commitments to COP21 and the role of economic complexity, renewable energy, financial development, urbanization, and energy innovation: Empirical evidence from the RCEP countr," Renewable Energy, Elsevier, vol. 184(C), pages 541-550.
  39. Li, Xiaolong & Ozturk, Ilhan & Ullah, Sana & Andlib, Zubaria & Hafeez, Muhammad, 2022. "Can top-pollutant economies shift some burden through insurance sector development for sustainable development?," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 326-336.
  40. Kuşkaya, Sevda & Bilgili, Faik & Muğaloğlu, Erhan & Khan, Kamran & Hoque, Mohammad Enamul & Toguç, Nurhan, 2023. "The role of solar energy usage in environmental sustainability: Fresh evidence through time-frequency analyses," Renewable Energy, Elsevier, vol. 206(C), pages 858-871.
  41. Gu, Shanghao & Xu, Weihan & Xi, Kunling & Luo, Anxin & Fan, Kangqi & Wang, Fei, 2024. "High-performance piezoelectric energy harvesting system with anti-interference capability for smart grid monitoring," Renewable Energy, Elsevier, vol. 221(C).
  42. Atherton, John & Xie, Wanni & Aditya, Leonardus Kevin & Zhou, Xiaochi & Karmakar, Gourab & Akroyd, Jethro & Mosbach, Sebastian & Lim, Mei Qi & Kraft, Markus, 2021. "How does a carbon tax affect Britain’s power generation composition?," Applied Energy, Elsevier, vol. 298(C).
  43. Wang, Jia & Zhang, Zilong, 2023. "Impact of renewable energy and agriculture on mineral resources rents: Do economic and environmental aspects matter," Resources Policy, Elsevier, vol. 87(PB).
  44. Magazzino, Cosimo & Alola, Andrew Adewale & Schneider, Nicolas, 2021. "The trilemma of innovation, logistics performance, and environmental quality in 25 topmost logistics countries: a quantile regression evidence," LSE Research Online Documents on Economics 117654, London School of Economics and Political Science, LSE Library.
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