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Changfeng Shi

Hohai University

SCHOLARLY PAPERS

9

DOWNLOADS

363

TOTAL CITATIONS

7

Scholarly Papers (9)

Spatial-Temporal Differences of the Driving Factors of Agricultural Water Consumption Evolution in the Yangtze River Delta Region Based on the Water-Energy-Food-Land-Population Nexus

Number of pages: 25 Posted: 07 Jan 2025
Jiangsu University of Science and Technology, Jiangsu University of Science and Technology, Hohai University, affiliation not provided to SSRN, Hohai University and affiliation not provided to SSRN
Downloads 29 (1,385,838)

Abstract:

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Agricultural water use, Drivers, Spatial and temporal differences, LMDI, Yangtze River Delta

Spatial-Temporal Differences of the Driving Factors of Agricultural Water Consumption Evolution in the Yangtze River Delta Region Based on the Water-Energy-Food-Land-Population Nexus

Number of pages: 20 Posted: 28 Dec 2024
Jiangsu University of Science and Technology, Jiangsu University of Science and Technology, Hohai University, affiliation not provided to SSRN, Hohai University and affiliation not provided to SSRN
Downloads 27 (1,415,710)

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Agricultural water use, Drivers, Spatial and temporal differences, LMDI, Yangtze River Delta

Spatial-Temporal Differences of the Driving Factors of Agricultural Water Consumption Evolution in the Yangtze River Delta Region Based on the Water-Energy-Food-Land-Population Nexus

Number of pages: 20 Posted: 25 Sep 2024
Jiangsu University of Science and Technology, Jiangsu University of Science and Technology, Hohai University, affiliation not provided to SSRN, Hohai University and affiliation not provided to SSRN
Downloads 22 (1,473,203)
Citation 1

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Agricultural water use, Drivers, Spatial and temporal differences, LMDI, Yangtze River Delta

2.

How Can China Achieve the 2030 Carbon Peak Goal—A Crossover Analysis Based on Low-Carbon Economics and Deep Learning

Number of pages: 35 Posted: 25 May 2022
Hohai University, Hohai University, Hohai University, affiliation not provided to SSRN, Hohai University, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 55 (1,020,567)
Citation 1

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Carbon peak, Influencing factors, Genetic Algorithm(GA), LSTM neural network, Scenario analysis

3.

Deep Mitigation for Trade-Embodied Carbon Emissions Among the Belt and Road Initiative Countries

Number of pages: 22 Posted: 06 Dec 2023
Hohai University, Hohai University, Soochow University, Hohai University, Hohai University and Hohai University
Downloads 43 (1,170,409)

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Carbon emissions; Trade globalization; The Belt and Road Initiative; Data envelopment analysis; Multi-regional environmental input-output analysis

4.

Unveiling the Unequal Variation of Regional Carbon Risk Under Inter-Provincial Trade in China

Number of pages: 24 Posted: 06 Oct 2023
Hohai University, Hohai University, Hohai University, Jiangsu University of Science and Technology, Hohai University and Hohai University
Downloads 37 (1,236,159)
Citation 3

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Trade-embodied carbon, Carbon risk, Multi-regional input-output model, Risk transfer, Inequality

5.

Knowledge-Embedded Temporal Generative Adversarial Network for Carbon Emissions Forecasting

Number of pages: 42 Posted: 16 Jul 2025
Xiao Yao, Ying Sun, Yuanrong Wang and Changfeng Shi
Hohai University, affiliation not provided to SSRN, Zhejiang Shuren University and Hohai University
Downloads 36 (1,263,436)

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carbon emissions, generative adversarial networks, Time Series Prediction, Deep learning

6.

Carbon Peak Prediction in China Based on Ga-Bilstm Model Under Provincial Perspective

Number of pages: 29 Posted: 16 Nov 2023
Yue Yu, Qiyong Chen, Jiaqi Zhi, Xiao Yao, Luji Li and Changfeng Shi
Hohai University, Hohai University, Hohai University, Hohai University, affiliation not provided to SSRN and Hohai University
Downloads 32 (1,318,317)
Citation 2

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Carbon peak, Influencing factors, Genetic algorithm, LSTM neural network, Integrated learning

7.

Data and Domain Knowledge Driven Air Quality Prediction Based on Spatial and Knowledge Correlation

Number of pages: 22 Posted: 11 Apr 2024
Xiao Yao, Huyue Zhu, Changfeng Shi, Zixu Chen, Ke Yu and Jiaqi Zhi
Hohai University, Hohai University, Hohai University, affiliation not provided to SSRN, affiliation not provided to SSRN and Hohai University
Downloads 31 (1,318,317)

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Air quality prediction, Knowledge graph, Geographic graph, Heterogeneous graph networks, Data and knowledge driven, CNN-LSTM

8.

Reallocating Carbon Responsibility: Does Industrial Restructuring Increase the Burden on Less Developed Regions and Deepen Regional Carbon Inequality in China?

Number of pages: 31 Posted: 28 Aug 2025 Last Revised: 27 Sep 2025
Hohai University, Hohai University, Jiangsu University of Science and Technology and Hohai University
Downloads 27 (1,372,601)

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Industrial Restructuring, Regional carbon inequality, EEIO, Complex network

9.

Can Market-Oriented Reform Make Industrial Water Use System More Efficient? Evidence from the Factor Market

Number of pages: 24 Posted: 14 Sep 2023
Hailiang Huang, Qinghua Pang and Changfeng Shi
Hohai University, Hohai University and Hohai University
Downloads 24 (1,411,822)

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Factor market distortion, Generalized method of moments, Industrial water use efficiency, Capital-water-labor market, Market-oriented reform, Industrial green development