A machine learning approach to carbon emissions prediction of the top eleven emitters by 2030 and their prospects for meeting Paris agreement targets DOI Creative Commons

Arju Manara Begum,

Mahadee Al Mobin

Scientific Reports, Год журнала: 2025, Номер 15(1)

Опубликована: Июнь 3, 2025

Язык: Английский

Polymer Electrolytes for Sustainable Energy: A Minireview on Zero-Carbon Storage and Conversion DOI
Mahmood Alhajj,

Ling Shing Liau,

Abdo Mohammed Al‐Fakih

и другие.

ACS Applied Polymer Materials, Год журнала: 2025, Номер unknown

Опубликована: Март 12, 2025

Язык: Английский

Процитировано

0
The impact of toxic emissions on the economic growth: BVAR estimation for Iranian economy DOI
Mehdi Mohebi

Applied Economics Letters, Год журнала: 2025, Номер unknown, С. 1 - 9

Опубликована: Апрель 10, 2025

Язык: Английский

Процитировано

0
Energy factors affecting carbon dioxide emissions in Korea: A pathway to sustainable development DOI Creative Commons
Vu Ngoc Xuan

Energy Exploration & Exploitation, Год журнала: 2025, Номер unknown

Опубликована: Май 12, 2025

The manuscript tests the interconnected links between electricity consumption (EC), fossil fuel (FF) use, renewable energy (RE) adoption, foreign direct investment (FDI), population growth (PG), gross domestic product (GDP), and environmental pollution (EP) in Korea. Using time series data from 1990 to 2023, we employ vector autoregression (VAR) Granger causality (GCT) analyze dynamic interactions among these parameters. Our findings indicate significant bidirectional GDP EC, unidirectional FFC EP, a notable impact of RE adoption on reducing levels. fresh underscore necessity integrated policy recommendations that balance economic (EG) with sustainable practices mitigate degradation. provides valuable insights for policymakers aiming harmonize development (ED) sustainability (ES) new approaches EG

Язык: Английский

Процитировано

0
Research on the impact of green finance on regional carbon emission reduction and its role mechanisms DOI Creative Commons
Huiyun Li, Zongbao Yu, Gang Chen

и другие.

Scientific Reports, Год журнала: 2025, Номер 15(1)

Опубликована: Май 19, 2025

As a crucial instrument, green finance policy facilitates the transition toward and low-carbon regional economic structure, which is essential for realizing target of "double carbon" harmonious coexistence nature humans. Therefore, taking financial reform innovation pilot zone as quasi-natural experiment, we select 270 cities from 2010 to 2021 research samples empirically assess effects on reducing carbon emissions through double debiased machine learning (DDML) model. This study demonstrates that (1) plays significant role in promoting emission reduction, this conclusion remains valid after variety robustness tests; (2) mechanism action indicates contributes reduction by supporting technological optimization industrial structure; (3) analysis heterogeneity reveals has more pronounced effect eastern region non-resource-based than central western regions resource-dependent cities; (4) "Broadband China", information consumption, comprehensive experimental big data synergistic with policy. The findings not only contribute deepening understanding but also provide support local governments explore technology comprehensively, grasp new opportunities development, expand space sustainable development assistance

Язык: Английский

Процитировано

0
Forecasting Mechanism for Energy Transition in Chinese Cities Based on Configuration Perspective and TCN-FECAM-MTransformer DOI
Hongfei Chen, Xiwen Cui, Cheng Chen

и другие.

Energy, Год журнала: 2025, Номер unknown, С. 136619 - 136619

Опубликована: Май 1, 2025

Язык: Английский

Процитировано

0
A machine learning approach to carbon emissions prediction of the top eleven emitters by 2030 and their prospects for meeting Paris agreement targets DOI Creative Commons

Arju Manara Begum,

Mahadee Al Mobin

Scientific Reports, Год журнала: 2025, Номер 15(1)

Опубликована: Июнь 3, 2025

Язык: Английский

Процитировано

0