Modelling approach for carbon emissions, energy consumption and economic growth: A systematic review

D Debone, VP Leite, SGEK Miraglia - Urban Climate, 2021 - Elsevier
Understanding the major driving forces of CO 2 emissions has become indispensable as the
challenges of climate change and adaptation become more widely recognized. This …

Where and how machine learning plays a role in climate finance research

A Alonso-Robisco, J Bas, JM Carbo… - … Finance & Investment, 2024 - Taylor & Francis
The financial sector, by mobilizing capital, is fundamental to adapt and mitigate the impact of
climate change in the economy. This has led to the emergence of a new research field …

[HTML][HTML] Application of Artificial Intelligence to Predict CO2 Emissions: Critical Step towards Sustainable Environment

AM Nassef, AG Olabi, H Rezk, MA Abdelkareem - Sustainability, 2023 - mdpi.com
Prediction of carbon dioxide (CO2) emissions is a critical step towards a sustainable
environment. In any country, increasing the amount of CO2 emissions is an indicator of the …

[HTML][HTML] Analysis of China's High-Carbon Manufacturing Industry's Carbon Emissions in the Digital Process

W Peng, Y Lei, X Zhang - Sustainability, 2023 - mdpi.com
In order to realize the coordinated development of digitalization and low-carbon emissions, it
is important to understand the carbon implications of the digitization of the high-carbon …

Research on carbon emission quota allocation scheme under “Double Carbon” target: a case study of industrial sector in Henan Province

P Shi, L Li, Y Wu, Y Zhang, Z Lu - Environmental Science and Pollution …, 2023 - Springer
Abstract To achieve China's “Double Carbon” target, overall carbon emissions should be
effectively controlled, and carbon emission quota (CEQ) allocation is an important tool. This …

Machine Learning methods in climate finance: a systematic review

A Alonso, JM Carbó, JM Marqués - 2023 - papers.ssrn.com
Preventing the materialization of climate change is one of the main challenges of our time.
The involvement of the financial sector is a fundamental pillar in this task, which has led to …

Predictive analytics for environmental impact: Deep learning and AI ensemble strategies in forecasting CO2 emissions

T Nazir, HF Nagra, MH Bhatti, RN Shahid, N Shaukat - 2024 - researchsquare.com
The forecasting of carbon dioxide (CO 2) emission trends stands as a pivotal step towards
achieving environmental sustainability. As countries grapple with the challenge of curbing …

Adaptive-Neuro Fuzzy Inference System for CO2 Emissions Data

L Abdullah, HM Pauzi - Intelligent and Fuzzy Techniques for Emerging …, 2022 - Springer
Carbon dioxide (CO 2) emission is one of the environmental issues nowadays and reported
has been steadily increasing in recent years due to rapid unsustainable economic activities …