Understanding China's CO2 emission drivers: Insights from random forest analysis and remote sensing data
China has become the world's largest emitter of carbon dioxide, putting significant pressure on the government to reduce emissions. This study analyzes the driving factors of carbon emissions in 281 prefecture-level cities in China from 2003 to 2019, based on carbon emission data matched with t...
| Published in: | Heliyon |
|---|---|
| Main Authors: | Qingsheng Lei, Hongwei Yu, Zixiang Lin |
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2024-04-01
|
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S240584402405117X |
Similar Items
Insights into the Global Characteristics of Shipping Exhaust Emissions at Berth
by: Mei Sha, et al.
Published: (2024-09-01)
by: Mei Sha, et al.
Published: (2024-09-01)
Spatiotemporal dynamics and key drivers of carbon emissions in regional construction sectors: Insights from a Random Forest Model
by: Zhonghan Yu, et al.
Published: (2025-03-01)
by: Zhonghan Yu, et al.
Published: (2025-03-01)
Impact of Agricultural Activities on Climate Change: A Review of Greenhouse Gas Emission Patterns in Field Crop Systems
by: Yingying Xing, et al.
Published: (2024-08-01)
by: Yingying Xing, et al.
Published: (2024-08-01)
Forest emissions reduction assessment from airborne LiDAR data using multiple machine learning approaches
by: Shize Qin, et al.
Published: (2023-09-01)
by: Shize Qin, et al.
Published: (2023-09-01)
A Priority Analysis on Emission Reduction Strategies in Foreland and Hinterland of Ports
by: Umur Bucak
Published: (2022-05-01)
by: Umur Bucak
Published: (2022-05-01)
TEHRAN TRANSPORTATION POLLUTION LOAD ESTIMATION FOR THE ASSESSMENT OF EMISSIONS REDUCTION SCENARIOS
by: Ehsan Banitalebi, et al.
Published: (2014-08-01)
by: Ehsan Banitalebi, et al.
Published: (2014-08-01)
An empirical study of environmental regulation on carbon emission efficiency in China
by: Chengyuan Zhang, et al.
Published: (2022-12-01)
by: Chengyuan Zhang, et al.
Published: (2022-12-01)
Carbon Emissions Trading Potential of Turkiye's Forest
by: Nilay Tulukcu Yildizbas, et al.
Published: (2023-10-01)
by: Nilay Tulukcu Yildizbas, et al.
Published: (2023-10-01)
Carbon Emissions Trading Potential of Turkiye's Forest
by: Nilay Tulukcu Yildizbas, et al.
Published: (2023-10-01)
by: Nilay Tulukcu Yildizbas, et al.
Published: (2023-10-01)
Effects of Biodiesel Blend on Marine Fuel Characteristics for Marine Vessels
by: Cherng-Yuan Lin
Published: (2013-09-01)
by: Cherng-Yuan Lin
Published: (2013-09-01)
Characterizing the Accelerated Global Carbon Emissions from Forest Loss during 1985–2020 Using Fine-Resolution Remote Sensing Datasets
by: Wendi Liu, et al.
Published: (2024-03-01)
by: Wendi Liu, et al.
Published: (2024-03-01)
Use of random forest based on the effects of urban governance elements to forecast CO2 emissions in Chinese cities
by: He Zhang, et al.
Published: (2023-06-01)
by: He Zhang, et al.
Published: (2023-06-01)
Dynamic Acquisition and Real-Time Distribution of Carbon Emission for Machining Through Mining Energy Data
by: Junbo Tuo, et al.
Published: (2019-01-01)
by: Junbo Tuo, et al.
Published: (2019-01-01)
Prioritising sustainability: how economic growth, energy use, forest area, and globalization impact on greenhouse gas emissions and load capacity in Poland?
by: Asif Raihan, et al.
Published: (2024-12-01)
by: Asif Raihan, et al.
Published: (2024-12-01)
City-Level Road Traffic CO<sub>2</sub> Emission Modeling with a Spatial Random Forest Method
by: Hansheng Jin, et al.
Published: (2025-07-01)
by: Hansheng Jin, et al.
Published: (2025-07-01)
Research Progress on Methane Emission Reduction Strategies for Dairy Cows
by: Yu Wang, et al.
Published: (2025-08-01)
by: Yu Wang, et al.
Published: (2025-08-01)
POSSIBILITIES OF REDUCING AMMONIA EMISSIONS FROM AGRICULTURE – SCENARIO FOR 2030
by: Zuzanna Jarosz, et al.
Published: (2020-06-01)
by: Zuzanna Jarosz, et al.
Published: (2020-06-01)
On the relationship of speed limit and CO2 emissions in urban traffic
by: Tamás Tettamanti, et al.
Published: (2025-07-01)
by: Tamás Tettamanti, et al.
Published: (2025-07-01)
Impact of Vehicle Aging and Mileage on Air Pollution Emissions
by: Piotr Pryciński, et al.
Published: (2025-02-01)
by: Piotr Pryciński, et al.
Published: (2025-02-01)
URANS Simulations of Vehicle Exhaust Plumes with Insight on Remote Emission Sensing
by: Justin Plogmann, et al.
Published: (2023-03-01)
by: Justin Plogmann, et al.
Published: (2023-03-01)
Enhancing emission reductions in South African agriculture: The crucial role of carbon credits in incentivizing climate-smart farming practices
by: L. Hayo, et al.
Published: (2024-12-01)
by: L. Hayo, et al.
Published: (2024-12-01)
Towards an Improved Inventory of N<sub>2</sub>O Emissions Using Land Cover Maps Derived from Optical Remote Sensing Images
by: Rémy Fieuzal, et al.
Published: (2020-11-01)
by: Rémy Fieuzal, et al.
Published: (2020-11-01)
Research on carbon emission reduction pathways for coal production enterprises to meet the "dual carbon" targets
by: ZU Binghui, et al.
Published: (2024-06-01)
by: ZU Binghui, et al.
Published: (2024-06-01)
Soil Gaseous Carbon Emissions from Lettuce Fields as Influenced by Different Irrigation Lower Limits and Methods
by: Jinwei Wang, et al.
Published: (2024-03-01)
by: Jinwei Wang, et al.
Published: (2024-03-01)
ASSESSMENT OF DIRECT PYROGENIC CARBON EMISSIONS IN RUSSIAN FORESTS FOR 2020 USING REMOTE MONITORING DATA
by: D.V. Ershov, et al.
Published: (2021-04-01)
by: D.V. Ershov, et al.
Published: (2021-04-01)
Some Issues in Implementing Forest Carbon Sink Projects to Realize Carbon Emission Reduction for Climate Change Mitigation
by: Shengrong Zhang, et al.
Published: (2023-11-01)
by: Shengrong Zhang, et al.
Published: (2023-11-01)
Some Issues in Implementing Forest Carbon Sink Projects to Realize Carbon Emission Reduction for Climate Change Mitigation
by: Shengrong Zhang, et al.
Published: (2023-11-01)
by: Shengrong Zhang, et al.
Published: (2023-11-01)
Environmental Kuznets Curve of Carbon Emissions from China’s Forest Products Industry and Decomposition of Factors Influencing Carbon Emissions
by: Bing Han, et al.
Published: (2024-04-01)
by: Bing Han, et al.
Published: (2024-04-01)
Environmental Kuznets Curve of Carbon Emissions from China’s Forest Products Industry and Decomposition of Factors Influencing Carbon Emissions
by: Bing Han, et al.
Published: (2024-04-01)
by: Bing Han, et al.
Published: (2024-04-01)
Assessing Forest Degradation Through Remote Sensing in the Brazilian Amazon: Implications and Perspectives for Sustainable Forest Management
by: Afonso Henrique Moraes Oliveira, et al.
Published: (2024-12-01)
by: Afonso Henrique Moraes Oliveira, et al.
Published: (2024-12-01)
ANALYSIS OF ENVIRONMENTAL PERFORMANCE, ENERGY CONSERVATION, AND EMISSION REDUCTION IN THE FINANCIAL PROSPECTIVE
by: CHOIRUL ANWAR
Published: (2013-07-01)
by: CHOIRUL ANWAR
Published: (2013-07-01)
Machine Learning-Aided Remote Monitoring of NOx Emissions from Heavy-Duty Diesel Vehicles Based on OBD Data Streams
by: Yang Ge, et al.
Published: (2023-03-01)
by: Yang Ge, et al.
Published: (2023-03-01)
Comparative Analysis of Machine Learning-based Forest Fire Characteristics in Sumatra and Borneo
by: Ayu Shabrina, et al.
Published: (2023-06-01)
by: Ayu Shabrina, et al.
Published: (2023-06-01)
Adaptive approaches to REDD+ are needed for countries with high forest cover and low deforestation rates
by: Melanie Schweikart, et al.
Published: (2022-01-01)
by: Melanie Schweikart, et al.
Published: (2022-01-01)
Slowly getting there: a review of country experience on estimating emissions and removals from forest degradation
by: Till Neeff, et al.
Published: (2024-11-01)
by: Till Neeff, et al.
Published: (2024-11-01)
Development of a Model to Estimate the Risk of Emission of Greenhouse Gases from Forest Fires
by: Victoria Lerma-Arce, et al.
Published: (2022-12-01)
by: Victoria Lerma-Arce, et al.
Published: (2022-12-01)
Carbon dioxide emissions, forest area, and economic growth of SAARC countries: Evidence from FMOLS approach
by: Yadav Mani Upadhyaya, et al.
Published: (2025-01-01)
by: Yadav Mani Upadhyaya, et al.
Published: (2025-01-01)
QUANTITATIVE ESTIMATES OF DIRECT PYROGENIC CARBON EMISSIONS IN FORESTS OF RUSSIA ACCORDING TO REMOTE MONITORING DATA 2021
by: D. V. Ershov, et al.
Published: (2023-03-01)
by: D. V. Ershov, et al.
Published: (2023-03-01)
Emissions of Volatile Compounds and Solids during Additive Manufacturing by the FFF Method
by: Ewa Dostatni, et al.
Published: (2023-05-01)
by: Ewa Dostatni, et al.
Published: (2023-05-01)
Stem CH4 emissions from the reclaimed forests: magnitude, drivers, and contribution
by: Mengyu Ge, et al.
Published: (2024-10-01)
by: Mengyu Ge, et al.
Published: (2024-10-01)
Similar Items
-
Insights into the Global Characteristics of Shipping Exhaust Emissions at Berth
by: Mei Sha, et al.
Published: (2024-09-01) -
Spatiotemporal dynamics and key drivers of carbon emissions in regional construction sectors: Insights from a Random Forest Model
by: Zhonghan Yu, et al.
Published: (2025-03-01) -
Impact of Agricultural Activities on Climate Change: A Review of Greenhouse Gas Emission Patterns in Field Crop Systems
by: Yingying Xing, et al.
Published: (2024-08-01) -
Forest emissions reduction assessment from airborne LiDAR data using multiple machine learning approaches
by: Shize Qin, et al.
Published: (2023-09-01) -
A Priority Analysis on Emission Reduction Strategies in Foreland and Hinterland of Ports
by: Umur Bucak
Published: (2022-05-01)
