3,600 results
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2. Overestimated carbon emission of the pulp and paper industry in China.
- Author
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Man, Yi, Yan, Yukun, Wang, Xu, Ren, Jingzheng, Xiong, Qingang, and He, Zhenglei
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PAPER industry , *CARBON emissions , *GREENHOUSE gases , *PRODUCT life cycle assessment , *ENERGY consumption , *CARBON nanofibers - Abstract
China is the top emitter of greenhouse gases in the world. Pulp and paper industry is one of eight the strictly regulated industries about carbon emission in China. However, estimates of carbon emissions from China's pulp and paper industry have been suffered from remarkable uncertainty. It is summarized that is aroused by the inaccuracy of factors evaluating energy consumption, and the huge gap between the calculation standards for assessing energy consumption in the production process and the actual level recorded in the factories. This paper re-evaluated the carbon emission of China's pulp and paper industry from the perspective of life cycle assessment, and applied more accurate emission factors, taking account of the actual energy consumption of the production process in factories, to estimate the actual carbon emissions in maximum. It is found that the national standards about the energy consumption quota of China's pulp and paper industry is no longer applicable, and the actual energy consumption regulated in the production process is far better than the advanced level given by the national standards. The greenhouse gas emission have been seriously overestimated approximately 12.00%–56.17% by international organizations. • Life Cycle Analysis of the China's pulp and paper Industry is conducted thoroughly. • The pulp flow of China's pulp and paper Industry is analyzed. • Energy regulated in factory is far better than the national standards' required. • Carbon emissions of China's pulp and paper Industry are overestimated. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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3. Evaluating the green development level of global paper industry from 2000-2030 based on a market-extended LCA model.
- Author
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Shang, Di, Lu, Haiyan, Liu, Chang, Wang, Dong, and Diao, Gang
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SUSTAINABLE development , *GREEN technology , *PAPER industry , *TEXT mining , *INDUSTRIALIZATION ,DEVELOPING countries - Abstract
As a traditional energy and carbon intensive sector, it becomes imperative for the global paper industry to realize green development. This paper aims to provide guidance for the green transformation of global paper industry by evaluating the global paper industry green development level in a systematic and dynamic way. This paper employs text-mining method to develop paper industry green development evaluation indicator system and adopts market-extended LCA model and entropy-TOPSIS method to calculate the paper industry green development level of 48 countries/regions. The results show that during 2000–2030 the paper industry green development level of developing countries improves faster than developed countries, where those of developing and developed countries increase from 0.3369 to 0.3938 and from 0.5120 to 0.5517 respectively and the gap between them narrows from 0.1751 to 0.1579. The comparative analysis reveals that the paper industries of developed and developing countries are in different green development stages. Developing countries, represented by China, improve greatly in economic and social dimensions, but decline seriously in ecological dimension due to enlarging resource consumption and environmental damages. On the contrary, developed countries tend to saturate in economic and social dimensions and have been improving fast in ecological dimension, gradually realizing the decoupling of industrial economic development and environmental damages. To further promote the global paper industry green development, developing countries should focus on promoting the coordinated development between economic growth and environment protection and developed countries should play a leading role in the global green transformation by promoting optimal allocation of resources and cross-regional communications of green technologies. • A paper industry green development indicator system is developed based on text mining. • A global paper industry green development model is built with market-extended LCA. • Complex interactions among the indicators are internalized in the evaluation. • A spatial-temporal analysis is performed on global paper industry green development level. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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4. Evaluating the green development level of global paper industry from 2000-2030 based on a market-extended LCA model.
- Author
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Shang, Di, Lu, Haiyan, Liu, Chang, Wang, Dong, and Diao, Gang
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SUSTAINABLE development , *GREEN technology , *PAPER industry , *TEXT mining , *INDUSTRIALIZATION ,DEVELOPING countries - Abstract
As a traditional energy and carbon intensive sector, it becomes imperative for the global paper industry to realize green development. This paper aims to provide guidance for the green transformation of global paper industry by evaluating the global paper industry green development level in a systematic and dynamic way. This paper employs text-mining method to develop paper industry green development evaluation indicator system and adopts market-extended LCA model and entropy-TOPSIS method to calculate the paper industry green development level of 48 countries/regions. The results show that during 2000–2030 the paper industry green development level of developing countries improves faster than developed countries, where those of developing and developed countries increase from 0.3369 to 0.3938 and from 0.5120 to 0.5517 respectively and the gap between them narrows from 0.1751 to 0.1579. The comparative analysis reveals that the paper industries of developed and developing countries are in different green development stages. Developing countries, represented by China, improve greatly in economic and social dimensions, but decline seriously in ecological dimension due to enlarging resource consumption and environmental damages. On the contrary, developed countries tend to saturate in economic and social dimensions and have been improving fast in ecological dimension, gradually realizing the decoupling of industrial economic development and environmental damages. To further promote the global paper industry green development, developing countries should focus on promoting the coordinated development between economic growth and environment protection and developed countries should play a leading role in the global green transformation by promoting optimal allocation of resources and cross-regional communications of green technologies. • A paper industry green development indicator system is developed based on text mining. • A global paper industry green development model is built with market-extended LCA. • Complex interactions among the indicators are internalized in the evaluation. • A spatial-temporal analysis is performed on global paper industry green development level. [ABSTRACT FROM AUTHOR]
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- 2022
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5. Comment on the paper 'Soil microplastic pollution under different land uses in tropics, southwestern China'.
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Chia, Rogers Wainkwa, Lee, Jin-Yong, and Cha, Jihye
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SOIL pollution , *FILTER paper , *SOIL science , *DISSECTING microscopes , *LAND use , *SUBSOILS - Abstract
Research on soil microplastics is currently at an early stage, and there is no widely approved sampling protocol. Even so, any basic research should minimize errors to ensure that they are not amplified in future research. This paper examines some weaknesses of the original research paper 'Soil microplastic pollution under different land uses in tropics, southwestern China' recently published in this journal. The authors neglected to report the equipment used for soil sampling and did not use field blank samples. There is also a soil layer that was incorrectly named. The type and pore size of filter paper used for filtration during pre-analytical soil sample preparation is very important. In this paper the nature of the filter paper used, and its larger pore sizes are questionable by today's scientists. In addition, the authors in the original paper also overlooked reporting the statistical package used for statical analysis and ensuring if all data sets obey normality, homogeneity, and equality before running the one-way ANOVA test. This statistical step is widely considered mandatory, especially in the soil science community. So, this makes it difficult to trust the results documented. Furthermore, in the original paper, the needle and stereo microscope instruments used to sort microplastic-like materials prior to proper analysis are not reliable. [Display omitted] • A dissecting needle and stereo microscope shouldn't be used to sort out soil microplastics. • Gold-coated filter paper with smaller pore size is better than nitrocellulose filter paper. • The 0–10cm is the top soil layer and 10–20cm is the subsoil layer not a deep soil layer. • The statistical package used for analysis must be documented accordingly. • If the dataset is a normal distribution prior to ANOVA testing, it must be confirmed and reported. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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6. Adaptive behavior of intercity travelers within urban agglomeration in response to adverse weather: Accounting for multilayer unobserved heterogeneity.
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Yuan, Yali, Yang, Xiaobao, Zhang, Junyi, Song, Dongdong, and Yue, Xianfei
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HETEROGENEITY , *CITIES & towns , *TRAVELERS , *VALUES (Ethics) ,TRAVEL planning - Abstract
Travelers often change their behavior in reaction to adverse weather conditions. This paper seeks to conduct an empirical evaluation of both ordered and unordered discrete outcome frameworks for examining the adaptive behavior decisions of intercity travelers and investigate the varying effects of explanatory factors on different alternatives of adaptive behavior during adverse weather. The data from 754 respondents in the Beijing-Tianjin-Hebei urban agglomeration, China are collected by a two-phase survey instrument. To capture the unobserved heterogeneity more effectively, this paper develops three advanced models to investigate the variations in intercity travel behavior during adverse weather. Four alternative adaptive behaviors are determined as outcome variables: maintaining original travel plans, changing only the intercity mode, changing the departure date, and canceling the trip, while potential influencing factors including adverse weather conditions, trip-related characteristics, individual attributes and urban agglomeration attributes are statistically assessed. The results indicate that the unordered models consistently outperform their ordered counterparts, and the incorporation of multilayer heterogeneity enhances the model fit. Furthermore, significant factors and their coefficient values vary across the different adaptive behavior alternatives. Intercity travelers demonstrate a higher probability of changing departure dates or canceling trips during snowy and windy days compared to rainy and foggy days. Trains exhibit higher flexibility and reliability during adverse weather, and access attributes significantly affect intercity travel adaptive behavior. Additionally, the analysis of individual and urban agglomeration attributes uncovers variations in adaptive behavior among individuals and cities. These findings provide profound insights into the complexities and variations of intercity travel behavior during adverse weather, and propose practical strategies to mitigate the detrimental impacts of adverse weather on intercity travelers. • Adaptive behavior of intercity travelers during adverse weather is investigated. • Unordered framework outperforms ordered counterparts in adaptive behavior study. • Multilayer unobserved heterogeneity in the adaptive behavior is accounted for. • The varying effects of explanatory factors on different adaptive alternatives are examined. • Practical strategies are proposed to mitigate negative impacts of adverse weather. [ABSTRACT FROM AUTHOR]
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- 2024
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7. Solar driven methane cracking to produce hydrogen and carbon: A review.
- Author
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Shu, Gao, Wang, Jiaqiang, Liu, Bingshen, Tian, Jingxu, and Liu, Zhiqiang
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METHANE , *CARBON emissions , *ENERGY consumption , *RESEARCH reactors , *ENERGY development , *HYDROGEN production - Abstract
With the development of energy technology, hydrogen is gradually becoming widely used. China is also rapidly developing its own hydrogen energy industry in an effort to accomplish the "dual carbon target'. Hydrogen from methane is one of the mainstream sources, of which hydrogen from methane cracking is the decomposition of methane into hydrogen and solid carbon, with the solid carbon also having a high economic value. In particular, this technology does not emit carbon dioxide, which is very friendly to the environment, but it cannot avoid larger energy consumption. In contrast, hydrogen production from methane cracking driven by solar energy not only combines the characteristics of no CO 2 emission, but also greatly reduces the consumption of primary energy, which is the future development trend of hydrogen production from methane. This paper provides a brief overview of the various technological pathways for methane to hydrogen production in the context of China's actual development, focusing on the current status of the development and application of solar methane cracking to hydrogen production technologies at home and abroad. Among them, this paper mainly discusses the characteristics of solar reactors of different sizes and structures, and summarizes the results of related optimization studies. Meanwhile, the application of catalysts in solar reactors and the problem of carbon deposition are analyzed, and the practical application of solar methane cracking hydrogen production system is outlined. Finally, the future development of solar methane cracking hydrogen production technology is prospected from the national situation of China. [Display omitted] • Solar methane cracking for hydrogen can reduce emissions and energy consumption. • The current state of research on solar reactors is summarized. • Solar methane cracking requires higher performing catalysts. • Providing insights into the future development of solar methane cracking in China. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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8. Spatial disturbance grey model of nonlinear impact on carbon emissions under urbanization policies.
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Zhao, Kai and Wu, Lifeng
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CARBON emissions , *URBANIZATION , *CITIES & towns , *PERTURBATION theory , *ECONOMIC development , *CARBON isotopes - Abstract
Urbanization and the release of carbon emission are two significant features of contemporary economic and social progress in China. However, there are few studies that consider how urbanization policy goals affect carbon emission. This paper aims to study the nonlinear effects of urbanization policy goals on carbon emission in 13 cities of the Beijing-Tianjin-Hebei region. In this paper, a multi-dimensional spatial disturbance grey model is proposed. Based on matrix perturbation theory, this paper explores the spatial perturbation bounds of the novel model and verifies that the spatial property of the model is consistent with the viewpoint of the First Law of Geography. Then, the novel model is used to predict the urban carbon emission under different urbanization policy goal scenarios. The results showed that the novel model has spatial regional correlation in spatial region prediction. With the development of urbanization level, carbon emissions show a downward trend in more than 50% of cities from 2022 to 2025. In addition, the improvement of urbanization policy goals will promote the carbon peak time of most cities. The carbon emission intensity will exhibit an inverted U-shaped trend distribution in space. The research results are conducive to providing scientific guidance for the formulation of new-type urbanization policies and helping to achieve the dual carbon goals. • A multi-dimensional spatial disturbance grey model is proposed. • The novel grey model is consistent with the viewpoint of the First Law of Geography. • The spatial distribution of carbon intensity showed an inverted U-shaped pattern. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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9. Associations of parental divorce with student mental health and academic outcomes: A quantitative study in rural China.
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Pang, Xiaodong, Feng, Cindy, Xue, Haiping, Rozelle, Scott, and Wang, Huan
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JUNIOR high school students , *MENTAL health of students , *DIVORCED parents , *RURAL schools , *JUNIOR high schools - Abstract
This paper examines the prevalence, correlates, and developmental consequences of divorce among junior high school students in rural China. Specifically, we investigate the connections between parental divorce and student mental health and academic performance, while also examining whether a student's living arrangement after divorce influences these outcomes. Data were collected from 17,955 students across 122 rural junior high schools in China on their mental health, characteristics, and academic performance. Mental health was measured using the self-reported Strengths and Difficulties Questionnaire. About 8.35 % of the students had divorced parents, with increased risk observed for students who were only children, had migrant mothers, or had higher educated mothers (ORs = 4.35, 29.94, and 1.78, respectively; Bonferroni - adjusted p < 0.05). Students with divorced parents exhibited a higher likelihood of internalizing (0.032), externalizing (0.052) abnormality (Bonferroni - adjusted p < 0.001) and scored 0.203 SD lower on the math test (Bonferroni - adjusted p < 0.001). Living arrangements post-divorce, either with a mother or a father, equally negatively impacted student mental health and academic performance, with a mitigating effect observed when grandparental childcare was provided. Our study faced limitations in assessing the influence of grandparental childcare on coping with parental divorce due to challenges in gauging the extent of such support for students residing with a parent after divorce. This study did not empirically find differences by ethnicity; further in-depth case study is needed to better illuminate the findings. Parental divorce among young students in rural China is associated with adverse developmental outcomes. These findings underscore the importance of implementing targeted programs in rural China to mitigate these risks and provide support for young students with divorced parents. • 8.45 % of 17,955 rural Chinese junior high students have divorced parents. • Only child status, high maternal education, and maternal migration are correlated with divorce. • Students with divorced parents had higher SDQ abnormality risk and lower math test scores. • Living with either parent post-divorce impacts SDQ and math scores; grandparental childcare helps. [ABSTRACT FROM AUTHOR]
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- 2024
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10. Stylization of history and heritage commodification: The linguistic landscape of refabricated historical streets in Chinese cities.
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Shang, Guowen and Yao, Xiaofang
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COMMODIFICATION , *CULTURAL property , *SEMIOTICS , *CHINESE language , *HERITAGE tourism - Abstract
This paper examines the linguistic landscape of refurbished historical streets to reveal the semiotic construction of antiquity and commodification of heritage. Based on signage data collected from four historical blocs in Shanghai, Hangzhou and Ningbo in East China, this study reveals how Chinese semiotic artifacts contribute to stylizing antiquity and reinvigorating the space of consumption. Results suggest that the fabricated historical streets sustain the tourism rhetoric of cultural pride and commercial profit by appealing to history, tradition, exoticism, and nostalgia. The study problematizes orchestrated heritage tourism and points to the use of English as potentially subversive in the Chinese linguistic landscape. • History is refabricated and commodified to satiate tourist desires. • Traditional Chinese language serves to authenticate ancient Chineseness. • Access to history-saturated semiotic resources is unequally distributed. • English potentially counteracts the spatial hegemony of historicity. [ABSTRACT FROM AUTHOR]
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- 2024
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11. The effects of commuting subsidies in a competitive two-city system.
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Wang, Han, Tian, Qiong, and Huang, Hai-Jun
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SUBSIDIES , *CITIES & towns , *SOCIAL services , *BASE pairs , *SOCIAL systems - Abstract
This paper develops a spatial equilibrium model for a competitive two-city system consisting of a high-income and a low-income city. Using this model, we investigate the effects of intracity and intercity commuting subsidies on such urban performances as spatial structures, residents' utility, and social welfare of cities and the system. The three unilateral subsidy scenarios and two subsidy competition scenarios are investigated individually. Results show that intercity commuting subsidy gives residents incentives to reside in the low-income city and intercity commuting to the high-income city, while intracity commuting subsidies lead to the inflow of population. Subsidy competitions increase residents' utility and mitigate the impacts of unilateral subsidies on the social welfare of the system. A numerical example and case study based on city pairs of Jing-Jin-Ji Urban Agglomeration in China are conducted to examine the proposed model. • Establish a spatial equilibrium model in a competitive two-city system. • Investigate the effects of unilateral intracity and intercity commuting subsidies on urban performances. • Explore the subsidy competitions between cities and compare results with unilateral subsidies scenarios. • Provide a case study based on Jing-Jin-Ji Urban Agglomeration in China. [ABSTRACT FROM AUTHOR]
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- 2024
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12. Forecasting ionospheric TEC using least squares support vector machine and moth-flame optimization methods in China.
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Tang, Jun, Liu, Chang, and Fan, Cihang
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SUPPORT vector machines , *LEAST squares , *SOLAR activity , *PREDICTION models , *GLOBAL Positioning System - Abstract
The total electron content (TEC) of the ionosphere is an important parameter to describe the ionosphere, and it is a great significance to monitor and predict it accurately. In this paper, a hybrid ionospheric TEC prediction model based on the least squares support vector machine (LSSVM) and the Moth-Flame Optimization (MFO) algorithm is proposed. The parameters of the LSSVM model are optimized by the MFO algorithm. We use observation data of 15 GNSS stations from the Crustal Movement Observation Network of China (CMONOC) to extract ionospheric TEC from 2012 to 2019. The ionospheric TEC is forecasted using solar and geomagnetic activity indices in both the low solar activity year (2019) and the high solar activity year (2015). The results show that the prediction performance of the MFO_LSSVM model is significantly better than that of the IRI model, SVM model, and LSSVM model. Compared with the other three models, there are more stable prediction results in the low and high solar activity years. At the same time, the predicted value of the MFO_LSSVM model has a good correlation with the measured value, and it also has good prediction potential in areas with active geomagnetic activity. The comparison with the Long Short-Term Memory (LSTM) model shows that the MFO_LSSVM model has better performance than the single LSTM model. In conclusion, the MFO_LSSVM model can accurately predict ionospheric TEC in China, and has better accuracy than traditional long-term and short-term models. [ABSTRACT FROM AUTHOR]
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- 2024
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13. Status and prospects in technical standards of hydrogen-powered ships for advancing maritime zero-carbon transformation.
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Wang, Zhe, Li, Mingyu, Zhao, Fan, Ji, Yulong, and Han, Fenghui
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GREENHOUSE gases , *MARITIME shipping , *GREEN fuels , *HYDROGEN as fuel , *FUEL cells , *FUEL cell vehicles , *CARBON offsetting , *SUSTAINABLE transportation - Abstract
As the global shipping industry experiences rapid expansion, the imperative to address greenhouse gas emissions and environmental impact becomes increasingly paramount. Hydrogen has emerged as a pivotal and eco-friendly energy source, offering a pathway towards carbon neutrality and a complete zero-carbon transition in maritime operations. However, the widespread adoption of hydrogen-powered ships hinges on the establishment of robust regulations and technical standards. This paper conducts a comprehensive examination of hydrogen fuel cell (FC) technology in ships, scrutinizing the role of international classification societies and exploring existing standards and regulations within the maritime industry, specifically centered around hydrogen energy. The study outlines a strategic developmental roadmap for a green shipping hydrogen energy system tailored for hydrogen FC-powered ships in China. Emphasizing the differences in hydrogen application between fuel cell vehicles and ships, the paper elucidates technical challenges unique to hydrogen FC-powered ships. Furthermore, it proposes a visionary framework for future technical standards, advocating for the creation of a ship-based hydrogen energy standard system, the development of core technical standards, and a heightened focus on safety regulations. Through comprehensive analysis and compelling argumentation on hydrogen fuel cell ship technology and standards, this paper underscores the indispensable role that technical standards play in propelling the advancement of environmentally friendly shipping. Beyond serving as an informative resource, the paper aims to provide valuable guidance and direction for the future demonstration, application, and promotion of hydrogen fuel cell ship technology. Ultimately, it underscores the pivotal role of technical standards in advancing sustainable maritime transportation. • Analyze hydrogen energy technical standards from the production, storage, safety. • Comparison of hydrogen energy technical differences between vehicles and ships. • Outline the unique challenges of applying hydrogen technology to ship operations. • Constructed a technical standard framework for future hydrogen energy ships. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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14. Recent advancement in water electrolysis for hydrogen production: A comprehensive bibliometric analysis and technology updates.
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Arsad, S.R., Arsad, A.Z., Ker, Pin Jern, Hannan, M.A., Tang, Shirley G.H., Goh, S.M., and Mahlia, T.M.I.
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BIBLIOMETRICS , *HYDROGEN production , *RENEWABLE energy sources , *WATER electrolysis , *HYDROGEN as fuel , *WATER use , *WATER analysis , *WIND power - Abstract
This study presents a bibliometric review focusing on the utilization of water electrolysis as a means of generating hydrogen as an energy carrier. The analysis includes research conducted over the past decade, covering from 2014 to 2023 (till August). Several key aspects are highlighted, including publication trends, the leading country in research output, journal rankings, and a citation analysis of papers related to water electrolysis. The findings reveal a notable increase in publication trends, with China emerging as the leading contributor in this research area. Furthermore, the International Journal of Hydrogen Energy is identified as the highest-ranked journal in terms of both publication number and citation impact. Additionally, the top ten most cited research articles and review papers are investigated to determine their influence within the field. To gain a deeper understanding of water electrolysis methods, the three primary approaches: alkaline water electrolysis (AWE), proton exchange membrane (PEM) electrolysis, and solid oxide electrolysis (SOE) is examined. The analysis emphasizes that PEM electrolysis is the most prevalent method for hydrogen generation, particularly when integrated with renewable energy sources such as solar and wind power due to its rapid response to electrical input fluctuation. Finally, the challenges and future directions of water electrolysis in hydrogen production are highlighted, including an exploration of economic and environmental considerations at large scale, offering insights into the path forward for advancing this technology sustainably. • A comprehensive bibliometric analysis of water electrolysis for hydrogen production. • Publication trends, journal rankings, and citation analysis are highlighted. • China is identified as the leading contributor in water electrolysis publications. • International Journal of Hydrogen Energy: the highest-ranked journal in this field. • Specific electrolysis methods, including AWE, PEM, and SOE are examined. [ABSTRACT FROM AUTHOR]
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- 2024
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15. Resource industry dependence and high-quality economic development of Chinese style: Reexamining the effect of the "Resource Curse".
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Gao, Zhiyuan, Li, Lianqing, and Hao, Yu
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RESOURCE curse , *ECONOMIC development , *SUSTAINABLE development , *RESOURCE dependence theory , *INDUSTRIAL clusters - Abstract
• A system of indicators has been established for the high-quality economic development index developed by the Chinese government. • High-quality economic development is divided into five dimensions. • Reliance on the resource industry has significantly reduced the level of high-quality economic development. • The theoretical mechanisms of the impact of resource industry dependence on high-quality development are analyzed. • Government governance capacity weakens the impact of resource industry dependence on high-quality economic development. In resource-dependent regions, the meaning of high-quality economic development has yet to be clarified by published research, despite substantial scholarly interest in the topic. With the help of the economic development index developed by the Chinese government, this paper accurately measures high-quality economic development in 30 provinces in China and investigates how resource dependence and government governance capability affect regional high-quality economic development. Research has found that resource industry dependence has a significant inhibitory effect on high-quality economic development. Additionally, the analysis of the mechanisms revealed that resource industry dependence reduces high-quality economic development through a series of effects including crowding out innovation, weakening coordination, lagging green development, hindering global openness, and sharing in weakening. Further research has revealed that government governance capacity weakens the impact of resource industry dependence on high-quality economic development. A detailed analysis of three subsystem indicators of government governance capacity, namely policy planning, capability commitment, and performance assessment, indicates that they all have a weakening effect. To this end, the paper proposes policy recommendations, including increasing innovation inputs, advancing industrial restructuring, promoting green development, enhancing marketization levels, and constructing a diversified employment system. These measures aim to transform resource disadvantages into resource advantages and facilitate high-quality economic development. [ABSTRACT FROM AUTHOR]
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- 2024
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16. Analysis of prospective demand for hydrogen in the road transportation sector: Evidence from 14 countries.
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Zulfhazli, Keeley, Alexander Ryota, Coulibaly, Thierry Yerema, and Managi, Shunsuke
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ENERGY consumption forecasting , *GEOGRAPHIC information systems , *AUTOMOTIVE transportation , *HYDROGEN , *HYDROGEN production , *FUEL cell vehicles - Abstract
This paper precisely estimates the looming demand for hydrogen within the transportation sector, spanning 14 pivotal G20 nations from 2022 to 2050, anchored in the global vehicle hydrogen market penetration rate. Employing a robust techno-economic modeling methodology and leveraging Geographic Information System (GIS) for enriched visualization, it unveils distinct environmental dividends across three thoughtfully devised scenarios: Business- as -Usual, Moderate, and Aggressive. Findings herald India and China as pinnacles of hydrogen demand, with South Korea and Japan tailing closely. The study forecasts the energy consumption for solar hydrogen production in G20 countries to oscillate between 3.02 and 2.89 million GWh in 2022, while production costs are anticipated to range from $8.47/kg to $10.01/kg. In an assertive scenario, the paper illuminates a pathway towards achieving a significant CO 2 reduction, unmasking environmental savings of up to a staggering 48%, equivalent to 1.5 million mtCO 2 , by 2050. [Display omitted] • Hydrogen demand of G20 countries is analyzed using GIS and techno-economic models. • The projected adoption rates of hydrogen vary among the G20 countries. • Solar energy is crucial in determining each region's annual energy demand. • China, US, and India have the highest solar potential throughout the year. • The environmental analysis shows 850–1.5 million mtCO2 total emissions by 2050. [ABSTRACT FROM AUTHOR]
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- 2024
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17. Losing trust when pursuing development: How automation hindered political trust in China?
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Lu, Wenyi, Zhuang, Shilong, and Fan, Siyuan
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POLITICAL trust (in government) , *TRUST , *UNEMPLOYMENT , *TECHNOLOGICAL innovations , *AUTOMATION , *LEGITIMACY of governments , *CREATIVE destruction - Abstract
• The process of automation could hinder political trust in government. • The impact results from unemployment, higher down-side risk and lower group participation. • The performance-based legitimacy structure in a developmental state may hinder its political legitimacy when promoting development. • The government should focus more on citizens' trust when pursuing technological development. • Social security is crucial for governance faced with fast technological advancement. The side effects of automation on the economy have been discussed frequently, but little is known regarding its political consequences. This paper examines the causal effect that automation induces on political costs for the local government. By combining the national individual-level panel data of political trust with the prefecture-level robot exposure rate in China, we find that the development of automation would reduce individuals' political trust in the Chinese local government. Furthermore, we explore the channels through which the automation process could affect political trust, namely the risk of unemployment, intensified pessimism about local government, higher downside risk, and declining organization participation. This paper provides empirical evidence for the impact of automation and the source of political legitimacy, emphasizing the crucial role of governments in coping with technological progress and making good use of endogenous creative destruction. [Display omitted] [ABSTRACT FROM AUTHOR]
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- 2024
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18. Maximising the potential of Chinese birth cohort studies: a systematic review of mother–baby cohorts in mainland China.
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Li, L., Li, K., Zhou, X., and Knowles, R.L.
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MOTHERS , *CHILDBIRTH , *PATIENT aftercare , *SYSTEMATIC reviews , *COMPARATIVE studies , *CHILDREN'S health , *DESCRIPTIVE statistics , *INTERPROFESSIONAL relations , *MEDICAL research - Abstract
There is now a growing interest in early-life influences on adult diseases in China. A number of birth cohorts have been established. This systematic review provided a better understanding of the development of mother–baby cohorts in China. Systematic review. We conducted a systematic review for research or profile papers in English/Chinese that reported data from mother–baby cohorts in mainland China, with ≥1y follow-up after birth. We identified 315 papers, corresponding to 31 cohorts from 19 provinces/megacities. All cohorts started in 1999–2017 (21 after 2010) and were set up with broad objectives or specific scientific focus. The baseline sample size varied, from <500 to >300,000 mothers. A majority of cohorts were initiated during pregnancy and followed children to <10y, only six to adolescence and none into adulthood. These cohorts mostly collected samples from mothers and babies, in addition to using interviews/questionnaires to collect information about pregnancy, birth and child health. Most cohorts were recruited from a single province/city. The large western region was understudied. Mother–baby cohorts have developed rapidly in China, but usually with a short follow-up duration. Extending the follow-up of children and developing cross-cohort collaboration will increase the diversity, size and coverage of the sample, allow studying early influences on life-course health and identify targets for early intervention in the Chinese population. [ABSTRACT FROM AUTHOR]
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- 2024
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19. Deterioration of Kaihua handmade paper: Evolution of molecular, supermolecular and macroscopic structures.
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Yao, Jingjing, Zhang, Ruohong, Luo, Chan, Yan, Yueer, Bi, Ning, and Tang, Yi
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MOLECULAR evolution , *MOLECULAR structure , *CARBONYL group , *HYDROGEN as fuel , *HYDROLYSIS ,QING dynasty, China, 1644-1912 - Abstract
• Evolution of molecular structure of handmade papers in aging process is traced by two-dimensional correlation spectroscopy. • Quantitative changes of molecular and supramolecular structures of Kaihua handmade papers in aging process are presented. • The degradation mechanism of Kaihua handmade paper in dry-heat and wet-heat aging process is revealed. • Correlations between the microstructural evolution and macroscopic deterioration are explained. Valued for its toughness and durability, Kaihua paper has been famous in China since the Qing Dynasty. It attracts great attention on the extension of paper life. Understanding of the complex degradation behavior of handmade paper under various aging conditions is an essential precondition for preparing long-life handmade paper. However, it is still difficult to explain the reactions sequence of cellulose microstructure and its relationship with the macroscopic deterioration of handmade paper. Herein, different types of Kaihua handmade papers, produced by various raw materials and crafts, were artificially aged. The evolution of their multi-scale structures in dry-heat (DH) and wet-heat (WH) conditions was explored systematically. Two-dimensional correlation spectroscopy (2D-COS) distinguished possible carbonyl vibrations involving hydrolysis and oxidation of cellulose and gave sequential changes of various carbonyl groups, illustrating different evolutionary behaviors of molecular structure of papers in DH and WH aging process. The energy and distance of hydrogen bond, crystal size and microfiber accessibility were quantitatively calculated during the degradation of cellulose. In addition, correlations between microstructural evolution and macroscopic deterioration of handmade papers involving reduced mechanical properties and yellowing were revealed. The current results will help to establish a platform for the multi-scale detection of handmade paper and improve the understanding of the degradation mechanism of handmade paper under different reaction paths. It also provides useful foundation on the preparation of long-life paper and the conservation of paper-based culture relics. [ABSTRACT FROM AUTHOR]
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- 2022
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20. Colorimetric detection of Aflatoxin B1 by using smartphone-assisted microfluidic paper-based analytical devices.
- Author
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Tang, Xuemei, Su, Ruiqi, Luo, Haixi, Zhao, Ying, Feng, Lu, and Chen, Jian
- Subjects
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AFLATOXINS , *PUBLIC health , *COLORIMETRIC analysis , *OXIDATION of glucose , *IMMUNOGLOBULIN G - Abstract
Aflatoxin B 1 (AFB 1) is a powerful carcinogen, and the pollution it causes has become a global public health safety issue. Therefore, microfluidic paper-based analytical devices (μPADs) with smartphones to read colorimetric signals were constructed for rapid AFB 1 detection. The colorimetric mechanism of μPADs was based on the common starch–iodine reaction, and the addition of gelatin/chitosan enhanced the colorimetric effect. During detection and analysis, the competitive analysis occurred in the process of AFB 1 monoclonal antibody's recognition of free AFB 1 and functionalized antigen. The glucose oxidase-labeled IgG was used as the secondary antibody. Hydrogen peroxide, an oxidation product of the glucose, caused a chroma change in μPADs. Simultaneously, the change in chroma was consistent with the change in AFB 1 concentration. Under the best optimized conditions, the limits of detection and quantitation of AFB 1 in the buffer were 9.45 and 12.00 ng mL−1, respectively. A comparison of the detection performance of commercial kits with that of the method introduced herein confirmed the superiority of our method in actual food samples with known AFB 1 concentrations. This colorimetric μPADs analysis met the detection requirements of some countries, such as China, and had great potential for development in the direction of daily extensive food safety control and environmental monitoring. [Display omitted] • Portable and low-cost smartphone-based microfluidic paper-based analytical devices (μPADs). • The colorimetric μPAD detection system can detect aflatoxin B1 as low as 9.45 ng mL−1 through Lab data analysis. • The colorimetric mechanism is based on the common starch–iodine reaction. • The addition of gelatin and chitosan mixture enhances the colorimetric effect. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
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21. Superhydrophobic waste paper-based aerogel as a thermal insulating cooler for building.
- Author
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Yue, Xuejie, Wu, Hai, Zhang, Tao, Yang, Dongya, and Qiu, Fengxian
- Subjects
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THERMAL insulation , *AEROGELS , *ENERGY consumption , *ENERGY consumption of buildings , *WASTE paper , *SURFACE contamination , *THERMAL conductivity , *OPTICAL conductivity - Abstract
Daytime subambient radiative cooling is a most promising alternative to electricity-free building cooling. However, optical performance degradation arising from surface contamination and inevitable parasitic heat gain still pose unprecedented challenges to cool building at subambient temperatures. This paper proposed a superhydrophobic cellulose aerogel cooler (SHB-CAC) as building envelope by integrating self-cleaning capacity, passive daytime radiative cooling and thermal insulation to reduce environmental heat gain. The SHB-CAC demonstrates high solar reflectance (93%) and long-wave infrared emittance (91%), accomplishing a temperature drop of 8.5 °C lower than the ambient under sunlight of 800 W/m2 in the outdoor experiment. Notably, the SHB-CAC possesses low thermal conductivity (28 mW/(m∙K)) that suppresses parasitic heat gain from warmer surrounding and reduces cooling energy consumption. The self-cleaning property resulting from superhydrophobicity protects SHB-CAC from water wetting and dust contamination but also maintains its good surface radiation capacities under different humidity environment. A building energy simulation was conducted and results showed that 43.4% of cooling energy on average could be saved compared to the building baseline consumption, if SHB-CAC was widely used in China, indicating that the strategy of optical and thermal conductivity management of cooler has the potential to reduce the energy consumption of buildings. [Display omitted] • Waste paper is converted into aerogel cooler for building cooling. • High R solar and ε IR , thermal insulation, and self-clean are achieved in one design. • The aerogel achieves a high sub-ambient temperature drop of ∼8.5 °C on daytime. • The aerogel shows that 43.4% of cooling energy could be saved. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
22. Return to the Moon: New perspectives on lunar exploration.
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Lin, Yangting, Yang, Wei, Zhang, Hui, Hui, Hejiu, Hu, Sen, Xiao, Long, Liu, Jianzhong, Xiao, Zhiyong, Yue, Zongyu, Zhang, Jinhai, Liu, Yang, Yang, Jing, Lin, Honglei, Zhang, Aicheng, Guo, Dijun, Gou, Sheng, Xu, Lin, He, Yuyang, Zhang, Xianguo, and Qin, Liping
- Subjects
- *
LUNAR exploration , *SPACE exploration , *GEOLOGICAL cross sections , *HUMAN space flight , *LUNAR surface , *SCIENTIFIC expeditions - Abstract
Lunar exploration is deemed crucial for uncovering the origins of the Earth-Moon system and is the first step for advancing humanity's exploration of deep space. Over the past decade, the Chinese Lunar Exploration Program (CLEP), also known as the Chang'e (CE) Project, has achieved remarkable milestones. It has successfully developed and demonstrated the engineering capability required to reach and return from the lunar surface. Notably, the CE Project has made historic firsts with the landing and on-site exploration of the far side of the Moon, along with the collection of the youngest volcanic samples from the Procellarum KREEP Terrane. These achievements have significantly enhanced our understanding of lunar evolution. Building on this success, China has proposed an ambitious crewed lunar exploration strategy, aiming to return to the Moon for scientific exploration and utilization. This plan encompasses two primary phases: the first crewed lunar landing and exploration, followed by a thousand-kilometer scale scientific expedition to construct a geological cross-section across the lunar surface. Recognizing the limitations of current lunar exploration efforts and China's engineering and technical capabilities, this paper explores the benefits of crewed lunar exploration while leveraging synergies with robotic exploration. The study refines fundamental lunar scientific questions that could lead to significant breakthroughs, considering the respective engineering and technological requirements. This research lays a crucial foundation for defining the objectives of future lunar exploration, emphasizing the importance of crewed missions and offering insights into potential advancements in lunar science. [ABSTRACT FROM AUTHOR]
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- 2024
- Full Text
- View/download PDF
23. Intake of tobacco nitrosamines of smokers in various provinces of China and their cancer risk: A meta-analysis.
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Li, Xiao, Ye, Zhiwei, Wang, Jun, Lin, Pengfei, Zhang, Xiaojin, Xie, Shuguang, and Chen, Chao
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NITROSOAMINES , *TOBACCO smoke , *DISEASE risk factors , *SMOKING , *TOBACCO , *DRINKING water , *PROVINCES - Abstract
• First estimation of nitrosamine intake via tobacco by smokers in 30 provinces, China. • First estimation of cancer risk (CR) of nitrosamines in tobacco to smokers in China. • CRs of NNK and NDMA are comparable in tobacco smoke (1.99 × 10−4 vs. 1.66 × 10 -4). • CR by nitrosamine intake: tobacco (3.80 × 10−4) > food (1.74 × 10−4) > water (1.38 × 10−5). • Tobacco smoking brings 202% extra cancer risk of nitrosamines to Chinese smokers. Nitrosamines are a class of carcinogens which have been detected widely in food, water, some pharmaceuticals as well as tobacco. The objectives of this paper include reviewing the basic information on tobacco consumption and nitrosamine contents, and assessing the health risks of tobacco nitrosamines exposure to Chinese smokers. We searched the publications in English from "Web of Science" and those in Chinese from the "China National Knowledge Infrastructure" in 2022 and collected 151 literatures with valid information. The content of main nitrosamines in tobacco, including 4-(methylnitrosoamino)-1-(3-pyridyl)-1-butanone (NNK), N -nitrosonornicotine (NNN), N -nitrosoanatabine (NAT), N -nitrosoanabasine (NAB), total tobacco-specific nitrosamines (TSNA), and N -nitrosodimethylamine (NDMA) were summarized. The information of daily tobacco consumption of smokers in 30 provinces of China was also collected. Then, the intakes of NNN, NNK, NAT, NAB, TSNAs, and NDMA via tobacco smoke were estimated as 1534 ng/day, 591 ng/day, 685 ng/day, 81 ng/day, 2543 ng/day, and 484 ng/day by adult smokers in 30 provinces, respectively. The cancer risk (CR) values for NNN and NNK inhalation intake were further calculated as 1.44 × 10−5 and 1.95 × 10−4. The CR value for NDMA intake via tobacco smoke (inhalation: 1.66 × 10−4) indicates that NDMA is similarly dangerous in tobacco smoke when compared with the TSNAs. In China, the CR values caused by average nitrosamines intake via various exposures and their order can be estimated as the following: smoke (3.75 × 10−4) > food (1.74 × 10−4) > drinking water (1.38 × 10−5). Smokers in China averagely suffer 200% of extra cancer risk caused by nitrosamines in tobacco when compared with non-smokers. [Display omitted] [ABSTRACT FROM AUTHOR]
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- 2024
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24. Prevalence, Characteristics, and Trends in Retracted Spine Literature: 2000–2023.
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Singh, Aman, Botros, Mina, Guirguis, Paul, Punreddy, Ankit, Mesfin, Addisu, and Puvanesarajah, Varun
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SPINE , *FRAUD in science , *COUNTRY of origin (Immigrants) , *SCIENTIFIC literature , *FRAUD - Abstract
Retraction of scientific publications is an important check on scientific misconduct and serves to maintain the integrity of the scientific literature. The present study aims to examine the prevalence, trends, and characteristics of retracted spine literature across basic science and clinical spine literature. Multiple databases were queried for retracted papers relating to spine or spine surgery, between January 2000 and May 2023. Of 112,668 publications initially identified, 125 were ultimately included in the present study following screening by 2 independent reviewers. Journal of origin, reasons for retraction, date of publication, date of retraction, impact factor of journal, countries of research origin, and study design were collected for each included publication. Clinical studies were the most frequent type of retracted publication (n = 70). The most common reason for retraction was fraud (n = 58), followed by plagiarism (n = 22), and peer review process manipulation (n = 16). Impact factors ranged from 0.3 to 11.1 with a median of 3.75. Average months from publication to retraction across all studies was 37.5 months. The higher the journal impact factor, the longer the amount of time between publication and retraction (P = 0.01). China (n = 63) was the country of origin of more than half of all retracted spine publications. The rate of retractions has been increasing over the past 23 years, and clinical studies have been the most frequently retracted publication type. Clinicians treating disorders of the spine should be aware of these trends when relying on the clinical literature to inform their practice. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
25. Exploring the evolution trends of port integration policy in China by a text mining approach.
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Chen, Qi, Tang, Yuhui, and Lu, Bo
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TEXT mining , *CARBON emissions , *ENVIRONMENTAL protection , *ECONOMIC development , *BIG data - Abstract
Ports are essential and strategic nodes of international trade and economic activities. The integration of port resources helps enhance the optimal division of port functions to further promote economic development. This paper explores the evolutionary trends of port integration policy from 2011 to 2021 in China through a text-mining approach. We first used the Latent Dirichlet Allocation (LDA) topic analysis method to analyze the port integration policies and summarize the evolutionary trends of port policies. In addition, an association analysis was conducted to explore port integration policies' impacts by examining their relationships among the environmental protection, digitalization level, and port development scale. Our findings suggested that China's port integration policy has evolved from specific and simple to abstract and complicated at the managerial level. Port development has enriched from infrastructure construction to the ideology of economic development. Our findings show that China's port integration is gradually improving the port operation. The findings of the study contribute to the extant literature by analyzing the port integration policy evolution in China and can be referred to by other countries. • Text mining method was used to explore the port integration policy evolution. • Port integration policy evolved from specific and simple to abstract and complicated. • Port development enriched from basic infrastructure to the governance model. • The evolution of port integration policy was related to reducing carbon emissions in the port sector. • The evolution of port integration policy made the ports intelligent in association with digital technology such as big data and AI. [ABSTRACT FROM AUTHOR]
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- 2024
- Full Text
- View/download PDF
26. A hybrid model for TEC prediction using BiLSTM and PSO-LSSVM.
- Author
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Li, Dengao, Jin, Yan, Wu, Fanming, Zhao, Jumin, Min, Pengfei, and Luo, Xinyu
- Subjects
- *
GLOBAL Positioning System , *HILBERT-Huang transform , *STANDARD deviations , *PREDICTION models , *SUPPORT vector machines , *FORECASTING - Abstract
High precision ionospheric Total Electron Content(TEC) prediction is of great significance for improving the accuracy of Global Navigation Satellite System(GNSS), preventing natural disasters, and ensuring wireless communication. Given the varying frequencies of TEC signals, a hybrid CEEMDAN-BiLSTM-PSO-LSSVM-FE model for predicting ionospheric TEC content is proposed in this paper. Firstly, complete ensemble empirical mode decomposition with adaptive noise (CEEMDAN) is used to decompose the extracted hourly TEC sequence and calculate the fuzzy entropy (FE) of the subsequences. Then, the signal is divided into high-frequency and low-frequency parts based on the fuzzy entropy value, for the high-frequency component, Bidirectional Long Short-Term Memory network (BiLSTM) is used for prediction; for the low-frequency component, Particle Swarm Optimization-based Least Squares Support Vector Machine (PSO-LSSVM) is used for prediction. The hourly TEC values collected from six evenly distributed GPS stations in China are used as the main input variable for the proposed model, with solar and geomagnetic activity data used as auxiliary data, using the TEC data from the previous 48 h to forecast the TEC content for the next hour. The performance of the model is evaluated by comparing it with other models under different geographical locations, seasons, solar and geomagnetic activity conditions. Experimental results show that the proposed hybrid model outperforms other models, with a correlation coefficient R2 and root mean square error (RMSE) of 0.99 and 0.20 TECU, respectively. The model effectively overcomes the problem of low TEC prediction accuracy and can provide more precise ionospheric delay correction services. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
27. Variable stiffness design for the soft landing of a 2016HO3 asteroid probe.
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Ding, Jianzhong, Zhou, Shiming, Yu, Haoran, and Wang, Chunjie
- Subjects
- *
ASTEROIDS , *NEAR-earth asteroids - Abstract
• Variable stiffness design for a 3-legged asteroid probe. • Landing dynamics for soft landing on the 2016HO3 asteroid is modeled. • Response surface surrogate model is established for optimization. • Variable stiffness leg and pressing force are optimized. China plans to launch a probe to detect and sampling on the near-Earth asteroid 2016HO3 around 2025. In view of this, this paper discusses an alternative landing strategy with passive variable stiffness landing gears, which help to land the probe stably on the asteroid for sufficient sampling time. First, a three-legged lander is introduced, following which, a four-bar-linkage-based variable stiffness leg is designed considering the design constraint of landing clearance. Then, a numerical model of the probe for landing simulation is established. Moreover, a surrogate model is obtained using the second-order response surface method (RSM) to improve computational efficiency. Based on the surrogate, the variable stiffness leg and the pressing force are optimized to reduce the impact forces at touchdown and the landing time. Finally, the optimal solution is validated using the dynamics analysis model. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
28. Environmental and human history in the hyper-arid eastern Tarim Basin (Lop Nur), northwest China: A critical review for sustaining the natural and cultural landscapes.
- Author
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Li, Kangkang, Qin, Xiaoguang, Xu, Bing, Zhang, Lei, Mu, Guijin, Wu, Yong, Tian, Xiaohong, Wei, Dong, Wang, Chunxue, Shao, Huiqiu, Jia, Hongjuan, Yin, Zhiqiang, Li, Wen, Song, Haoze, Lin, Yongchong, Jiao, Yingxin, Feng, Jing, and Liu, Jiaqi
- Subjects
- *
CULTURAL landscapes , *CLIMATE change adaptation , *CULTURAL history , *ECOSYSTEMS , *LANDSCAPE changes , *TAYLORISM (Management) , *ENVIRONMENTAL history ,SILK Road - Abstract
The sustainability of dry regions has become a key issue for global development. Their natural and cultural landscapes are facing threats resulting from ongoing global changes. This paper presents an overview of geomorphological, climatic-environmental, and archaeological studies in the hyper-arid eastern Tarim Basin (Lop Nur), northwest China, a world-renowned crossroad for early east-west communications, to provide a scientific foundation for sustaining its nature-culture heritage. The late Quaternary landscape changes in the Lop Nur region are characterised by cycles between oases and yardang deserts, shaping the extensive aeolian landform. Archaeological evidence suggests humans' adaptation and resilience to today what are viewed as inhospitable environments since the late Pleistocene by exploiting the diverse range of oasis resources, movement, and encouraging adjacent populations to diversify their subsistence base. Settlement- and regional-scale deterioration of available water resources, affected by environmental and climatic dynamics, caused the eventual abandonment. Periodic occupation and abandonment in the Lop Nur region accompanying oasis-desert/yardang environment cycles provide important lessons for present-day policymakers to contextualise the relationship between human communities and fragile ecosystems. The open-air sites in the Lop Nur region represent the best-preserved oasis-desert civilisation, suffering cultural history losses. We propose the urgent necessity to establish a transdisciplinary database, construct a master chronological framework of settlement, and integrate the culture-nature heritage within the network of the Silk Roads. The scientific management of river networks is also critical for protecting those riverine cultural relics. The site- and group-level management of heritage needs to be adapted to the projected changes in climate and environment. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
29. Numerical simulation of underground hydrogen storage converted from a depleted low-permeability oil reservoir.
- Author
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Wang, Jinkai, Wu, Rui, Zhao, Kai, and Bai, Baojun
- Subjects
- *
UNDERGROUND storage , *HYDROGEN storage , *CARBON sequestration , *GEOLOGICAL carbon sequestration , *PETROLEUM reservoirs , *COMPUTER simulation , *PORE fluids - Abstract
Hydrogen is considered a truly clean energy source with great potential for replacing fossil fuels. However, the special physical and chemical properties of this source make large-scale, safe, and efficient storage challenging, thus limiting its widespread use. Consequently, an underground hydrogen storage system inspired by underground methane storage and CO 2 geological sequestration has been proposed, and it is increasingly becoming a focus of research. Depleted oil reservoirs are ideal sites for such systems. Nevertheless, research on these types of underground hydrogen storage systems is limited to a few feasibility assessments, and the hydrogen seepage laws in reservoirs with residual oil are not well understood. In this paper, a study was conducted involving mathematical modeling and numerical simulation of underground hydrogen storage, which was converted from the SSZ low-permeability depleted oil reservoir in Bohaiwan Basin, eastern China, to reveal the seepage patterns between hydrogen and complicated in situ fluids (oil, gas, and water). First, a comprehensive analysis was conducted using numerous rock samples and experimental data to identify the composition, genesis, and distribution patterns of the sandstone reservoir, detailing its internal pore structure and fluid distribution postdepletion characteristics. Then, the hydrogen seepage properties in the presence of oil films in the three main throat types of low-permeability sandstone were analyzed, and corresponding mathematical models of the different throats were established. Finally, a numerical simulation of underground hydrogen storage was conducted to assess the impacts of various parameters, such as injection speed, reservoir heterogeneity, and residual oil saturation, on hydrogen seepage. The planar and vertical diffusion patterns of hydrogen were clarified, and the key factors affecting the efficiency of underground hydrogen storage were analyzed, offering suggestions for the establishment of stable and efficient underground hydrogen storage systems. • Selection and description of typical low-permeability reservoirs for UHS. • Mathematical model establishment for hydrogen percolation in porous rock. • Numerical simulation of the storage process of hydrogen. • Percolation laws of hydrogen in rock porous. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
30. Applications of satellite technologies within China's legal system – A review.
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Zhang, Max, Cao, Xingguo, and Sun, Aidi
- Subjects
- *
JUSTICE administration , *SPACE law , *COURT system , *MODERN society , *LEGAL evidence - Abstract
In contrast to the rising technological applications of China's satellite systems, their applications and impacts in modern Chinese Society, particularly in the legal and administrative forums, have largely escaped under the radar. Specifically, the use of satellite outputs can now be found within a number of administrative and legal activities within China - including policy and rule-making, administrative investigations, and the production of court evidence. At the same time however, outdated legal practices, ambiguous status, and lack of guidance has prevented China's legal system from fully capitalizing on the advantages of satellite technologies. Therefore, to fill these legislative gaps, this review provides a comprehensive overview on the applications of satellite technologies within China's legal system, and provide important insights as to their current developments, legal framework, and legal issues. Additionally, having identified the aforementioned issues, this paper offers policy recommendations for the purposes of legislation. • Satellite applications in China's policy and rule-making processes. • Investigatory applications of satellite technologies within China's administrative organs. • Emerging evidentiary applications of satellite technologies in Chinese court systems. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
31. The Spillover effect of government relocations on economic growth in Chinese cities.
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Pang, Jindong, Shen, Shulin, and Zhou, Ningzhe
- Subjects
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ECONOMIC expansion , *MUNICIPAL government , *LOCAL government , *ECONOMIC policy - Abstract
This paper investigates the spillover effect of government locations on economic growth by exploring more than 180 relocation events of city governments in China. Empirical results demonstrate that government relocations improve regional economic growth measured by night lights. This positive effect decreases with the distance to city governments' new locations. Government relocations are also found to accelerate urbanization. Potential mechanisms include the changes in land conversion and firm birth patterns in the move-in areas. These results indicate that the relocation of local governments can be an effective place-based policy to improve economic growth and urbanization. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
32. Government-to-government peer pressure and air pollution: Causal evidence from an environmental ranking policy in China.
- Author
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Li, Jianglong and Ma, Xiaoming
- Subjects
- *
PEER pressure , *AIR pollution , *AIR pressure , *REGRESSION discontinuity design , *ENVIRONMENTAL policy , *CITY promotion - Abstract
• Quantifying the impact of peer pressure on environmental improvements among local governments in China. • Investigating cities ' reaction to declining air quality rankings through regression discontinuity design. • Demonstrating the efficacy of political incentives in combating pollution and the catalytic effect of rankings on policy action. • Assessing the benefits resulting from air pollution reductions using an exposure response function. This paper estimates the impact of peer governmental pressure on air quality using a regression discontinuity design inherent in China's air quality ranking system. Because air quality rankings are important for political evaluations, local officials who witnessed a decline in air quality ranking are motivated to enforce more stringent environmental standards compared to their counterparts with increased rankings. By exploiting this regulatory discontinuity with monthly air quality ranking data from 2012 to 2020 of 169 cities, we find that cities experiencing a lower air quality ranking in the current month compared to the previous month exhibit a subsequent improvement in air quality during the following month, as evidenced by decreased pollutant concentrations. Furthermore, our analysis reveals that in cities where pollutant rankings decline more sharply, officials are less likely to encounter fewer promotion opportunities. Importantly, we observe that the discontinuity in individual pollutant concentrations is not solely influenced by their respective rankings but is also impacted by the overall A ir Q uality I ndex (AQI) ranking. Linking the reduction in air pollutants concentration with the economic benefits, a back-of-the-envelope calculation indicates the decrease in premature deaths due to cardiovascular and respiratory diseases amounts to approximately 200 thousand, resulting in an associated economic saving of more than 600 billion Chinese yuan. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
33. Logistic model for pattern inference of subway passenger flows based on fare collection and vehicle location data.
- Author
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Li, Chunya, Xiong, Shifeng, Xiong, Hui, Sun, Xuan, and Qin, Yong
- Subjects
- *
LOCATION data , *SUBWAYS , *TRANSPORTATION demand management , *EXPECTATION-maximization algorithms , *PARAMETER estimation , *PASSENGERS , *TRAVEL time (Traffic engineering) - Abstract
With large volume of passengers boarding and alighting through subway platforms, the stations are getting crowded, resulting in drops in the level of service and safety concerns, especially for subway systems operating at capacity during peak hours. Thus, it is crucial for subway agencies to sense changes in travel demand and adjust their management schemes accordingly. In this paper we propose a statistical approach to estimate dynamic passenger flows with automated data. First, we develop a dynamic logistic model for calculating passenger tap-out times, which can be employed to infer passenger flow characteristics at the aggregate level. In addition, a new passenger-to-train assignment model for any subway route is derived based on the dynamic model. Subsequently, we apply an expectation-maximization algorithm to estimate the model parameters with automated fare collection and automated vehicle location data. Finally, a cross-validation method is employed to validate our approach with data obtained from several routes in Beijing subway system in China. Results of 95% prediction intervals indicate the effectiveness of the models and the proposed estimation methods. • Propose a dynamic logistic model for inferring and predicting subway passenger tap-out times. • Apply an expectation-maximization algorithm for model parameters estimation. • Develop a novel passenger-to-train assignment strategy. • No prior distributions of parameters or additional information required in the proposed methods. • Results show good effectiveness of the models and acceptable accuracy of the prediction methods. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
34. Fertility rate, fertility policy, and climate policy: A case study in China.
- Author
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Chen, Shuyang
- Subjects
- *
FERTILITY , *GOVERNMENT policy on climate change , *EFFECT of human beings on climate change , *COMPUTABLE general equilibrium models , *EVIDENCE gaps - Abstract
• Higher fertility rate induces more labor for childcare and thus crowds out labor for work. • The three-child policy slightly increases fertility intention. • The three-child policy increases emission abatement of the designed emission trading scheme. • In emission trading scheme, technological progress increases GDP and decreases total emissions. • The three-child policy strengthens technological impacts on GDP but weakens technological impacts on emissions. Although population growth plays a vital role in driving anthropogenic climate change, fertility impact on achieving mitigation target is usually overlooked in literature. This paper attempts to narrow the research gap by employing a Computable General Equilibrium (CGE) model to analyze the interrelations among fertility rate, fertility policy, and climate policy in China. The model results show that fertility rate negatively correlates with GDP and emissions because higher fertility induces more labor for childcare and thus crowds out labor for work. The three-child policy raises fertility intention; it does not unidirectionally influence the effects of the emission trading scheme (ETS) on employment and GDP, but it increases ETS emission abatement. Technological progress increases GDP and decreases emissions; the three-child policy strengthens technological impact on GDP but weakens technological impact on emissions. Hence, technological progress benefits emission mitigation; the three-child policy enhances economic benefits but impairs emission abatement of technological progress. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
35. Does the sticky relationships of global value chains help stabilize employment? Evidence from China.
- Author
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Yue, Youfu, Hou, Junjun, Zhang, Meichen, and Ye, Jiabai
- Subjects
- *
GLOBAL value chains , *EMPLOYABILITY , *EMPLOYMENT , *CROSS border transactions , *INTERNATIONAL business enterprises , *TRANSACTION costs - Abstract
• Present the employment effects of global value chain (GVC) sticky relationships. • Distinguish link-structure and circle-structure relationship between enterprises. • Make a distinction between domestic GVC employment and cross-border GVC employment. • GVC linkages are more stickier than interactions between domestic-owned enterprises. • Provide a Chinese story of whether GVC sticky relationships help stabilize employment. Global production beyond borders is becoming an invisible force for stabilizing employment, and the behaviour of firms featuring transnational corporations has become critical to the development of production. In this paper, we construct a systematic quantitative analytical framework of measuring global value chain (GVC) sticky relationships and analyze the steady growth of employment from the perspective of inter-firm interactions firstly, furthermore, provide the latest evidence from China. Our findings show that: multiple interactions between firms for that participate GVC contribute to the development of the GVC sticky relationships and promotion of employment growth, the GVC sticky relationship accounts for approximately 17.32 % of the total employment in China, and domestic GVC sticky relationship activities have become an important force in stabilizing and promoting employment growth in China, it surpasses cross-border GVC employment since 2008. Furthermore, we characterize the shape of GVC sticky relationships and find that the circle-structure relationship effect has greater potential to stabilize employment in China, particularly in the sectors of ICT, wholesale and retailor. Therefore, mitigating the transaction costs of participating in GVC by reducing institutional barriers in the process of firms' interactions is significant for maintaining the employment stability. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
36. The convergence of total-factor energy efficiency across Chinese cities: A distribution dynamics approach.
- Author
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Fan, Di, Peng, Bo, Wu, Jianxin, and Zhang, ZhongXiang
- Subjects
- *
CITIES & towns , *ENERGY consumption , *ENERGY conservation , *ENVIRONMENTAL protection , *ENVIRONMENTAL policy - Abstract
• A distribution dynamics approach is employed to examine the converge of TFEE across Chinese PAA level cities. • The findings show a clear convergence in TFEE. • Convergence comes more from efficiency drops in high TFEE cities than from efficiency gains in low TFEE cities. • The environmental protection polices in key cities improved energy efficiency. • Large-sized cities show better performance in energy efficiency than small- and medium-sized cities. Improving energy efficiency is considered the most direct route to reducing carbon emissions on a massive scale. To examine the long-run trend of China's energy efficiency, this paper employs a distribution dynamics approach to analyze the convergence of total-factor energy efficiency (TFEE) across 286 Chinese cities between 2002 and 2014. The result suggests the existence of convergence, which comes more from the efficiency declines in the high TFEE cities rather than the efficiency gains in the low TFEE cities. Despite the fact that a few cities have performed well in energy efficiency, the majority of cities have converged to a low-efficiency point. Further analyses show that the inefficiency was attributed to inefficient energy use in small- and medium-sized cities. Our analysis provides strong scientific support for China's ongoing energy conservation and environmental protection policies. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
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37. Has China's belt and road initiative positively impacted the economic complexity of host countries? Empirical evidence.
- Author
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Yeung, Hak and Huber, Jürgen
- Subjects
- *
BELT & Road Initiative , *ECONOMIC impact ,SILK Road ,DEVELOPING countries - Abstract
• Part of UN sustainable development goal 9 is upgrading production capabilities. • Increasing economic complexity is a key driver for sustainable economic growth. • Sequential model selection used for robust generalised method of moments estimation. • Chinese FDI evidently shows a positive impact on host countries' economic complexity. • Global policy makers should deepen their relationships with the belt and road. Upgrading the production capabilities in all countries is a target of the UN's 2030 Agenda for Sustainable Development Goal 9. Increasing economic complexity, that is, a country's ability to manufacture more sophisticated products and thus moving up the value chain, is a key driver for sustainable economic growth. This paper investigates whether Chinese Belt and Road investments have impacted the economic complexity of host countries — a topic not addressed in the literature to date, using a sequential generalised method of moments model selection approach. The research focuses on the countries whose economic complexities are below that of China. Our empirical results show significant positive effects of Chinese investments on such host countries' economic complexities. The inflows of Chinese investments have thus supported the upgrading of production capabilities in these countries. This is encouraging, especially for the Global South countries, to intensify their interactions with the Belt and Road initiative. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
38. Highway networks and regional poverty: Evidence from Chinese counties.
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Tian, Zhihua, Hu, An, Yang, Zhen, and Lin, Yongran
- Subjects
- *
POVERTY reduction , *POVERTY , *PANEL analysis , *ROADS , *ROBUST control - Abstract
• We construct a multidimensional poverty index for chinese counties. • We establish a staggered DID model that controls for selection bias. • Highways significantly reduce county poverty. • The poverty-reduction effect of highways is conditional. • The poverty-reduction effect of highways diminishes with increasing altitude. This paper establishes a staggered difference-in-differences (DID) model to estimate the impact of highways on regional poverty using county-level panel data from China. We construct a multidimensional poverty index and use satellite-monitored night light brightness as a proxy indicator. The results demonstrate that highways significantly reduce county poverty and that the poverty reduction effect becomes increasingly pronounced over time. This result remains robust after controlling for non-random highway route selection. Furthermore, the poverty reduction effect of highways is conditional, with a significant poverty reduction effect in the less economically-developed western regions and non-municipal counties, and no significant poverty reduction effect in the economically-developed eastern and central regions and municipal districts. Moreover, the poverty reduction effect of highways gradually decreases as the average altitude of counties increases. Our tests provide empirical evidence for effective road investments in developing countries that incorporate poverty alleviation targets. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
39. Land supply patterns and the Chinese low consumption puzzle.
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Cheng, Jian, Zhao, Jiangmeng, Dai, Yating, and Li, Yan
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- *
INCOME inequality , *INCOME , *CAPITAL stock , *INCOME gap , *CONSUMPTION (Economics) - Abstract
• Unveiling insights into the Chinese low consumption puzzle by emphasizing the impact of monopolistic and strategic land supply on the final consumption rate. • Monopolistic land supply suppresses the final consumption rate by expanding government income share and widening urban-rural income gaps. • Strategic land supply suppresses the final consumption rate by driving up the share of capital income and housing prices. • Reducing land transaction monopolies and optimizing supply structures can yield substantial benefits for economic rebalancing. The challenge of low consumption presents a complex development issue in China, one that has been insufficiently analyzed through the lens of land supply. This paper introduces a fresh perspective to the Chinese low consumption puzzle by shedding light on the constraints imposed by monopolistic/strategic land supply on the final consumption rate. Our findings reveal that China's distinctive land supply patterns systematically restrict consumption, as monopolistic land supply hinders total consumption by widening the share of government sector income and the urban-rural income gap. Additionally, strategic land supply curtails consumption by increasing the share of capital income and driving up housing prices. This study underscores the significance of land supply-side reforms in bolstering consumption, offering valuable policy insights for China and other transitioning economies. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
40. Spatial-temporal variations of Paleolithic human activities in Northeast China.
- Author
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Chen, Niankang, Ming, Bohan, Chen, Yongxiang, Wang, Haoyu, Zhao, Ying, Jie, Dongmei, Gao, Guizai, and Niu, Honghao
- Subjects
- *
PALEOLITHIC Period , *MIDDLE Paleolithic Period , *PALEOENVIRONMENTAL studies , *ARCHAEOLOGICAL excavations , *HUMAN beings - Abstract
Northeast China played an irreplaceable role in population migrations and cultural exchanges in East Asia during the Paleolithic. This paper collected 182 archaeological sites to analyse the characteristics of spatial-temporal variations of Paleolithic human activities in Northeast China, and explored the driving mechanisms behind these variations in combination with the paleoenvironmental and archaeological studies. During the Lower Paleolithic, constrained by the relatively cold-dry climate and blocked by the Songnen paleo-lake basin, the population was sparse and distributed only near 40° N at the southern end of Northeast China. Upon entering the Middle Paleolithic, as humans developed greater tolerance to cold climates and adopted more sophisticated survival strategies with the application of small lithic tools, their numbers increased and geographical distribution expanded northward to 45° N at the central region of Northeast China. The Upper Paleolithic saw a considerable increase in population and expansion across almost all of Northeast China except for the eastern Inner Mongolia Plateau. We speculated that 50 ka and 30 ka BP were two key points, both of which may be associated with a significant increase in the frequency of migrations and communications among humans, and the widespread popularity of highly mobile microblade technology, respectively. In addition, the environmental analysis of archaeological sites revealed a continuous spread of Paleolithic humans to areas with higher elevations, steeper slopes, and lower temperatures. Meanwhile, they were becoming less reliant on water resources and were more widely conducting activities in open-air areas, showing that the environmental adaptability had been continuously improving over time. This study can provide a reference for the reconstruction of the migration history of early humans in East Asia, and is also of great significance for a comprehensive understanding of the evolutionary process of early human-environment interactions. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
41. The family climate for road safety scale in young Chinese drivers: An analysis of reliability and validity.
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Cui, Hongjun, Yuan, Xiaotao, Zhu, Minqing, and Liu, Shuang
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- *
ROAD safety measures , *CHINESE language , *TRAFFIC violations , *TRAFFIC safety , *TRAFFIC accidents , *FAMILY values , *DISTRACTION - Abstract
• A 7-factor Chinese version of the FCRSS had acceptable reliability and validity. • Significant gender, age, educational level, and driving experience differences in the perception of the FCRS were found. • Young drivers who were prone to traffic accidents showed lower levels of perception of the FCRS. • The propensity for perception of the FCRS in China was different from that reported by young drivers in most other countries. Since the original version of the Family Climate for Road Safety Scale (FCRSS) was released in 2013, many studies have used this scale to measure young drivers' perception of family value for safe driving in countries around the world. The goals of this paper were to adapt the FCRSS to Chinese culture and language, examine its relationships to sociodemographic characteristics and self-reported traffic accidents, and compare young Chinese drivers' perceptions of Family Climate for Road Safety (FCRS) to those reported by young drivers from other countries. A sample of 864 young Chinese drivers participated in this study and completed a four-part questionnaire: FCRSS, Reckless Driving Habits Scale (RDHS), DULA Dangerous Driving Index (DDDI), and sociodemographic characteristics and traffic accidents. A total of four valuable conclusions were drawn by analyzing these data. Firstly, a 7-factor 54-item Chinese version of the FCRSS had acceptable reliability and validity. Secondly, significant gender, age, educational level, and driving experience differences in the perception of the FCRS were found. The drivers who scored higher on the perception of the FCRS were female, younger, better-educated, and less experienced in driving. Thirdly, young drivers who were prone to traffic accidents showed lower levels of perception of the FCRS. Fourthly, the propensity for perception of the FCRS in China was different from that reported by young drivers in most other countries. These findings showed that the Chinese version of the FCRSS is an instrument with practical usefulness and real-world significance. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
42. The Old Boys' Club and Board Gender Diversity: Evidence from the Anti-corruption Campaign in China.
- Author
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Deng, Jiapin and Lu, Di
- Subjects
- *
GENDER nonconformity , *DIVERSITY in the workplace , *ALCOHOL drinking , *SEX discrimination , *SOCIAL networks , *WOMEN directors of corporations - Abstract
This paper reveals that male-dominant social networks through alcohol drinking is an important determinant that hinders women ascending onto corporate boards. Specifically, exploiting China's anti-corruption campaign launched in 2012 as an exogenous shock to the business drinking interactions, we find that the policy-induced reduction in alcohol drinking significantly promotes board gender diversity in Chinese listed firms. Further evidence shows that the effect of reduced alcohol drinking on board gender diversity is more pronounced in cities with a higher intensity of anti-corruption investigations and cities with less severe gender discrimination. Our empirical findings support the "old boys' club" hypothesis, suggesting that male-dominant social networks hamper the access of qualified women to higher positions in the workplace. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
43. Being a happy farmer: Technology adoption and subjective well-being.
- Author
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Liu, Yan, Chen, Minjie, Yu, Jianyu, and Wang, Xiaobing
- Subjects
- *
SUBJECTIVE well-being (Psychology) , *INNOVATION adoption , *LIFE satisfaction , *FARM mechanization , *PANEL analysis , *FARM size - Abstract
This paper empirically investigates the impact of technology adoption on farmers' subjective well-being, as measured by happiness and life satisfaction. A theoretical framework is constructed to link farmers' subjective well-being to technology adoption, with a particular emphasis on mechanization services in agricultural production. By fitting a nationally representative panel dataset – China Family Panel Studies – into an endogenous switching regression model that addresses potential selection bias, we find that technology adoption leads to a 0.194 standard deviation increase in happiness and a 0.065 standard deviation increase in life satisfaction. Further analysis reveals that the effect is more pronounced for individuals engaged in off-farm employment and varies across farm sizes. To underpin the causal effect, we test three plausible mechanisms – absolute income, relative income, and leisure – which are well-documented in the literature for their correlations with happiness and life satisfaction. Our empirical analysis indicates that the adoption of agricultural mechanization services indeed increases the absolute income of farmers and allows them to allocate more time to leisure activities. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
44. The effect of education on voter turnout in China's rural elections.
- Author
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Lai, Weizheng
- Subjects
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VOTER turnout , *ELECTIONS , *OPPORTUNITY costs , *SCHOOL elections - Abstract
Conventional wisdom and evidence from democracies suggest that more education should increase voter turnout. This paper revisits this issue by analyzing turnout in China's rural elections. Employing an instrumental variable strategy, I find that more education reduces turnout in rural elections. I provide suggestive evidence that more educated people may face higher opportunity costs of voting, which explain about a quarter of cross-province variation in education-turnout links. I also discuss the role of other factors, including Confucian culture and election stakes. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
45. Probabilistic evaluation of cultural soil heritage hazards in China from extremely imbalanced site investigation data using SMOTE-Gaussian process classification.
- Author
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Song, Chao, Peng, Hongzhen, Xu, Ling, Zhao, Tengyuan, Guo, Zhiqian, and Chen, Wenwu
- Subjects
- *
CULTURAL property , *GAUSSIAN processes , *HAZARDS , *HUMIDITY , *SOIL classification , *MACHINE learning - Abstract
• A SMOTE approach was proposed to handle imbalanced data of hazards levels. • SMOTE was integrated with Gaussian process for the prediction of hazards levels. • A real-world example is used to illustrate and validate the proposed approach. • Results from different data generation approaches are compared with that of SMOTE. • Results from different machine learning methods are compared with that of GP. Cultural soil heritages (CSHs) are artifacts with historical, artistic, and scientific significance; however, they are vulnerable to various hazards, such as weathering, fractures, hollowing, collapses, and gullies. This is especially true for those CSHs exposed to the outdoors. Due to the large number of CSHs sites within China, managing and protecting these heritages with the aid of detailed on-site investigations is time-consuming and expensive. Consequently, evaluating the spatial distribution and degree of hazards developed in all these heritages becomes impractical. To address this issue, this paper developed a Gaussian process classification (GPC) method to predict the spatial distribution of typical hazards (i.e., weathering, fractures, hollowing, collapses, and gullies) and the development level of each hazard from eight environmental factors (e.g., annual relative humidity and annual sunshine time) and a limited number of investigation data. As the number of investigation data for different levels of each hazard is usually imbalanced and sparse, this study proposed a synthetic minority oversampling technique (SMOTE) with GPC to form the SMOTE-GPC method. A real-world example is used to illustrate this approach. Results from real-world data demonstrated that the proposed method achieved an F 1 score, precision, recall, and Cohen's kappa with values greater than 0.93 in both the training and testing datasets, indicating its good performance. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
46. Modeling and analysis for coupled multi-zone flow of frac hits in shale reservoirs.
- Author
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Wang, Wendong, Zhang, Qian, Yu, Wenfeng, Su, Yuliang, Li, Lei, and Hao, Yongmao
- Subjects
- *
SHALE gas reservoirs , *HORIZONTAL wells , *SHALE oils , *SHALE , *OIL shales , *GAS wells , *OIL wells - Abstract
• The model for multiple horizontal wells considers heterogeneous fracture network. • The number of frac hits is determined by pressure differentials and derivatives. • Higher conductivity promotes inter-well pressure equilibrium. • Lower conductivity is beneficial to extended interference testing. Frac hits can significantly impact the final development results. Therefore, accurately and quickly understanding the frac-hit interference between wells is crucial for efficient development. At present, traditional pressure/production data analysis methods and numerical simulation methods can characterize the frac-hit interference. However, challenges such as quantitatively assess interference, high uncertainty in modeling parameters and computational time still exist. A quantitative evaluation method for the interference between wells with complex fracture networks has not been reported yet. This paper takes shale oil reservoir with three production wells as an example and establishes a semi-analytical model (frac-hit semi-analytical model, FSM) based on the linear flow characteristics. The model accurately characterizes the non-uniform distribution of complex fracture networks in the stimulated reservoir volume by introducing fractal theory. A quantitative evaluation index, interference coefficient, is defined to assess the interference. The coupled flow model is applied to evaluate the effects of interference in three typical wells in a continental shale oil field in China. We can see from the actual data fitting of the FSM model that the interference coefficients between target well A and adjacent wells B and C are 0.1 and 0.05, respectively, which means there are about 8–10 and 3–5 frac hits, respectively. Comprehensive analysis for the effects of interference shows that the current inter-well interference is beneficial for production in low-pressure areas but detrimental to new well production. Based on this, sensitivity analysis is generated to illustrate the relationship between the conductivity of combined fractures arising from hits and the interference coefficient. As the interference increases, the propagation of inter-well pressure accelerates, significantly reducing the time required for inter-well pressure equilibrium. The research findings have important guiding implications for the quantitative evaluation of inter-well interference in field operations of horizontal shale oil and gas wells and optimization of fracturing operations. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
47. Formation mechanism of the "Green Above, Brown Below" phenomenon in Yaozhou Kiln Celadon.
- Author
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Wang, Zhigang, Wang, Xiaohu, Chen, Minxiao, Zhang, Maolin, and Wen, Rui
- Subjects
- *
GLAZES , *IRON in the body , *KILNS , *CUSHIONING materials , *PORCELAIN ,SONG dynasty, China, 960-1279 - Abstract
Yaozhou Kiln is a famous ancient center for celadon production in China, located in present-day Shaanxi Province. While analyzing its olive-green celadon produced during the Song Dynasty, a common occurrence of brownish base (foot and bottom) was observed. This phenomenon can also be found in porcelain produced at other kilns in China and Vietnam. However, previous research has not systematically explored the coloration mechanism behind it. Through different analytical methods, coupled with reproduction firing experiments, this paper concludes that the brownish base is attributed to the diffusion of iron from the body and sand cushion into the thinly applied glaze on the base, as well as the crystallization formed by the combination of the sand cushion and the surface glaze. Factors influencing the depth of the brownish color include: (1) the iron content of the body; (2) the thickness of the base glaze; and (3) the sand cushion material. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
48. Have mixed traffic restrictions improved air quality in different regions?
- Author
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Zhang, Xiaodong, Yang, Qi, Xu, Xiaoqing, Sun, Qipeng, and Mao, Xinhua
- Subjects
- *
TRAFFIC regulations , *AIR quality , *AIR pollution , *TRAFFIC congestion , *CITIES & towns - Abstract
Governments have implemented many regulations to solve traffic congestion and pollutant emissions. Traffic restriction (TR) policy is the most common and widely used traffic regulation. However, it is difficult to alleviate traffic pollution through TR policies. Only a few studies focus on TR policies in multiple cities. In this paper, we classify traffic restrictions by geographical factors and evaluate the impact of different policies based on PSM-DID first. Then, we classify the mixed restrictions and test their effects on air pollution. The results show that TR policy improves air quality regardless of the season. Moreover, the effect of TR policy is not affected by the superposition of the type of traffic restriction. For cities implementing the same TR policy, geographic factors can lead to different outcomes. This finding provides a reference for governments in reducing air pollution. • Traffic restrictions significantly affected air quality in different regions of China. • Cities implemented traffic restrictions have improved air quality in adjacent cities. • Effect of traffic restrictions does not depend on the number of mixed restrictions. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
49. Long-term stable, high accuracy, and visual detection platform for In-field analysis of nitrite in food based on colorimetric test paper and deep convolutional neural networks.
- Author
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Huang, Zhao-Jing, Luo, Jia-yi, Zheng, Feng-Ying, Li, Shun-Xing, Liu, Feng-Jiao, Lin, Lu-Xiu, Huang, Yong-Jun, Man, Shan, Cao, Gong-Xun, and Huang, Xu-Guang
- Subjects
- *
CONVOLUTIONAL neural networks , *FOOD chemistry , *SILICA gel , *FOOD safety , *PSYCHOLOGICAL feedback , *ELECTRONIC data processing - Abstract
[Display omitted] • In-field measurement of nitrite as carcinogen is important for food safety. • A fully integrated colorimetric detection system for nitrite is offered. • APP is combined with DCNN as visual monitoring platform. • Validity period of test paper is prolonged from 7 d to more than 30 d. • The accuracy of food classification is high as 91.33–100% Nitrite is one of the most common carcinogens in daily food. Its simple, rapid, inexpensive, and in-field measurement is important for food safety, based on the requirements of the standard from Codex Alimentarius Commission and China. Using polyacrylonitrile (PAN) and thin layer silica gel (SG), p-aminophenylcyclic acid (SA) and naphthalene ethylenediamine hydrochloride (NEH), as carriers and chromogenic agents, respectively, PAN-NSS as nitrite color sensor is proposed. After fixing and protecting of SA and NEH with layer-upon-layer PAN, the validity period of the test paper can be prolonged from 7 days to more than 30 days. The reproducibility of PAN-NSS preparation is ensured by electrospinning. Combined with PAN-NSS, deep convolutional neural network (DCNN) and APP as a visual monitoring platform, which has the functions of rapid sampling, data processing and transmission, intuitive feedback, etc., and provides a fully integrated detection system for field detection. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
50. Development mechanism and technological innovation of hydrogen energy: evaluating collaborative innovation based on hydrogen patent data.
- Author
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Li, Wei and Zheng, Xiaodong
- Subjects
- *
HYDROGEN as fuel , *HYDROGEN , *SOCIAL network analysis , *CITIES & towns , *TECHNOLOGY transfer , *PATENTS , *TECHNOLOGICAL innovations - Abstract
The identification of the technical cooperation mode in the field of hydrogen energy is of great importance in guiding technological innovation. Based on the social network analysis (SNA) and spatial network method, this paper constructs the technical cooperation graph of China's industry-university-research (IUR) tripartites in the field of hydrogen technology. Based on the performed graphs, it shows the game and evolution of hydrogen technology innovation in three stages, respectively 2000–2010, 2011–2015 and 2016–2019. Meanwhile, this paper calculates the changes of network indicators and found that: (1) the network density showed a downward trend, from the initial 0.062 to 0.003. (2) The degree centrality of the network decreased from 14.7% to 5.7%. (3) The average path length and clustering coefficient indicate that the internal connections within the network were relatively close from 2000 to 2010, and had small-world characteristics. From 2016 to 2019, although the clustering coefficient increased, the average path length also increased significantly, indicating that the internal connections of the network did not become closer. From the network characteristics, the collaborative innovation network of China's hydrogen energy industry continues to expand in scale and scope, and the cooperation relationship is stable. However, it shows the characteristics of low network density and loose cooperation relationship, gradually developing into a scale-free network. Developed provinces and cities in North and East China occupy core positions in the industry-university-research network, while other regions are gradually expanding their cooperation efficiency; however, the overall cooperation frequency is relatively low in Northeast China, and most provinces and cities in South and Northwest China are in edge positions with poor collaboration capabilities. • Network analysis sheds light on China's hydrogen energy tech cooperation via patent. • Collaborative innovation in hydrogen technology evolves through three stages. • Tight internal connections with small-world properties seen in network (2000–2010). • Network's internal connections didn't become closer (2016–2019). • Network transforms from a stable and expanding structure into a scale-free network. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
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