Results 21 to 30 of about 4,353 (249)
Integrating LMDI and Machine Learning for Industrial Carbon Emissions Analysis
AbstractThe study's objectives are to factorize industrial sector carbon emissions (ISCE) into eleven predetermined factors, predict ISCE and validate the predicted ISCE value. The study uses multiplicative Logarithmic Mean Divisia Index (LMDI), Artificial Neural Network (ANN) and Random Forest (RF) models to examine ISCE between 2000 and 2020.
Jude James +2 more
openaire +2 more sources
WaterAccurately analyzing the water system’s status in a region is crucial for mitigating water resource constraints on the development of island areas. This study centers on Zhoushan, an archipelago city, and employs the water footprint theory (WFT) and the ...
Jirong Feng +6 more
semanticscholar +2 more sources
Analyzing Morocco’s Electricity Consumption Changes with an LMDI Decomposition Model: A Global and Sectoral Perspective [PDF]
E3S Web of Conferences, 2023 Over the past decade, Morocco has experienced a surge in electricity demand, driven by economic growth and population expansion. This study aims to delve into the factors influencing electricity consumption in Morocco from 2000 to 2020, examining both ...
Haouraji Charifa +3 more
doaj +1 more source
Driving Factors of Carbon Emissions in China's Municipalities: A LMDI Approach [PDF]
Environmental Science and Pollution Research, 2021 Abstract China, as the world’s largest carbon dioxide emitter, is bound to assume the important responsibility of energy conservation and emission reduction. To this end, each city, led by representative municipalities directly under the Central Government, must enhance efforts in carbon emission reduction to jointly realize China’s low-carbon ...
Yuanxin Liu +4 more
openaire +2 more sources
Carbon Transfer Decision Model Based on LMDI Method
Computational Intelligence and Neuroscience, 2022 Establishing a coordinated governance mechanism for regional carbon emissions is an essential way to achieve carbon peak and carbon neutrality, while the study of interprovincial carbon emissions transfer is one of the important foundations of regional carbon emissions coordinated governance research.
Yawei Qi +4 more
openaire +2 more sources
Dataset for LMDI Decomposition Analysis of Air Pollutants in the Czech Republic from 1990 to 2019
, 2021 Datasets for LMDI Decomposition Analysis of Air Pollutants in the Czech Republic from 1990 to 2019. Dataset is aggregated to 42 sectors covering all large combustion sources in R1comb, consistent from 1990 to ...
Rečka, L
core +2 more sources
Importance of Energy Efficiency in Manufacturing Industries for Climate and Competitiveness
Environmental and Climate Technologies, 2021 The manufacturing industry in Europe is currently enfacing one of its greatest challenges due to the emission reductions needed to reach carbon neutrality by the middle of this century. The European Union’s Energy Efficiency Directive and Green Deal will
Dolge Kristiāna +3 more
doaj +1 more source
Energies, 2020 Global warming caused by excessive emissions of CO2 and other greenhouse gases is one of the greatest challenges for mankind in the 21st century. China is the world’s largest carbon emitter and its transportation industry is one of the fastest ...
Changzheng Zhu, Meng Wang, Yarong Yang
doaj +1 more source
Carbon Management, 2022 This study investigates ways to effectively reduce carbon dioxide (CO2) emissions in Indonesia’s manufacturing industry, by firm characteristics. It is important to determine the firm characters that have the greatest potential to decrease CO2 emissions.
Tita Rosita +4 more
doaj +1 more source
Energies, 2020 Decomposing main drivers of CO2 emissions and predicting the trend of it are the key to promoting low-carbon development for coping with climate change based on controlling GHG emissions.
Yao Qian +5 more
doaj +1 more source