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Article
Agronomy
Qian Li et al.
Summary: This study examines the impact of specialized agricultural services on pesticide application intensity in China and finds that it has dual effects, directly increasing intensity and indirectly reducing intensity. Crop protection services are seen as a core force in reducing pesticide application intensity.
PEST MANAGEMENT SCIENCE
(2023)
Article
Energy & Fuels
Yingyu Zhu et al.
Summary: Based on empirical analysis, this paper finds that agricultural mechanization significantly promotes the green total factor productivity of the planting industry, mainly through technological progress and spatial spillover. The effects of scale expansion, factor allocation optimization, and technical efficiency change are relatively minor. As the level of mechanization improves, its promotion effect on the green total factor productivity will become more pronounced.
Article
Green & Sustainable Science & Technology
Huan Yang et al.
Summary: This study investigates the dynamics of agricultural carbon emissions (ACE) and agricultural ecoefficiency (AEE) in China, as well as the driving factors of AEE growth. Using provincial data from 2001 to 2018, the study finds that ACE has shifted from increasing to continuously decreasing after 2015, mainly driven by major grain-producing areas. It also reveals that the AEE growth mechanism changed after 2010, primarily due to technological progress. The improvement of agricultural infrastructure and human capital positively contribute to AEE growth, while public investment in agricultural R&D and agricultural industrial structure undermine it. Therefore, green-oriented policies and targeted agricultural public investments are needed to achieve both ACE reduction and AEE growth.
JOURNAL OF CLEANER PRODUCTION
(2022)
Article
Agronomy
Yuewen Huo et al.
Summary: Agricultural mechanization is crucial for increasing farmers' income, but its efficiency is low in China. This study conducted face-to-face interviews with 1023 farmers to identify obstacles limiting their use of machinery. Results showed that both regions had a strong desire to use machines, but lacked machinery training and suffered from land fragmentation. Land fragmentation was the main barrier for cooperative directors, while farmers without machines cited lack of machinery training and high costs as obstacles. Machine operators believed machine maintenance was expensive. Factors such as income and age also influenced farmers' use of machinery. To improve mechanization efficiency and stimulate farmers' intention to use machinery, the government should encourage land consolidation, provide targeted machinery subsidies, and organize efficient machinery training.
Article
Environmental Sciences
Lilin Zou et al.
Summary: The excessive use of agricultural chemicals and improper utilization of agricultural wastes have caused severe agricultural non-point source pollution issues in China. The ecological risk index (ERI) was constructed to analyze the spatial-temporal pattern of agricultural ecological risks in China from 1978 to 2017. The study revealed that the ecological risk of Chinese agriculture has been increasing gradually, with higher risks in the southern aquatic product producing regions and lower risks in the southwestern and northwestern regions.
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
(2022)
Article
Environmental Sciences
Jingdong Li et al.
Summary: This study explores the impact of grain purchase and storage policy (GPSP) adjustment on green productivity and suggests that improving subsidy mechanism, enhancing agricultural mechanization, and maintaining appropriate scale of operation are effective ways to achieve sustainable food production.
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH
(2022)
Article
Ecology
Qiang Gao et al.
Summary: This study applies the GML model to measure agricultural green total factor productivity in 30 provinces in China from 2011 to 2019 and explores the impact and mechanism of digital inclusive finance on this productivity. The results show that digital inclusive finance promotes agricultural green total factor productivity by improving green technology level, with the coverage rate contributing the most. Additionally, the positive effect of digital inclusive finance is more significant in the eastern coastal areas.
FRONTIERS IN ECOLOGY AND EVOLUTION
(2022)
Article
Environmental Sciences
Pei Xu et al.
Summary: This study analyzes the efficiency and influencing factors of agricultural green development using various models and methods based on Chinese provincial agriculture panel data. The results show that the efficiency of agricultural green development in China is increasing, and it is positively influenced by factors such as agricultural mechanization, technological innovation, and industrial agglomeration.
FRONTIERS IN ENVIRONMENTAL SCIENCE
(2022)
Article
Agronomy
Houjian Li et al.
Summary: This study investigates the relationship between population aging, renewable energy consumption, and agricultural green total factor productivity using panel data. The findings suggest that both population aging and renewable energy use have considerable positive impacts on agricultural green total factor productivity.
Article
Environmental Studies
Long Qian et al.
Summary: This study examines the influence of household-owned farm machinery and outsourced agricultural machinery services on land leasing behavior of relatively large-scale farmers in China. The results show that farm machinery is beneficial for expanding farm scale and farmers with more household-owned machinery are more likely to lease-in land. Additionally, the study finds a complementary relationship between household-owned farm machinery and outsourced agricultural machinery services in influencing land leasing.
Article
Agricultural Economics & Policy
Qinan Lu et al.
Summary: Agricultural mechanization services (AMS) are a viable solution for helping farmers in developing countries access machinery equipment and have positive impacts on land productivity. The study finds that the wage-rent ratio has a significant positive effect on AMS adoption and sequential adoption of different AMS tasks. Switching to AMS increases rice yield in plowing, transplanting, and harvesting, but pesticide spraying AMS decreases yield. However, professional service providers and labor monitoring can mitigate the negative effects, highlighting potential moral hazards associated with AMS. Simulation results show that increased AMS adoption enhances food security in China.
AGRICULTURAL ECONOMICS
(2022)
Article
Environmental Sciences
Haiyan Deng et al.
Summary: This paper explores the green growth of provincial agriculture in China and finds that Internet technology has a significant positive impact on agricultural green productivity, as well as technological progress and efficiency changes. Furthermore, farmer education enhances the effect of Internet technology.
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
(2022)
Article
Environmental Sciences
Chunfang Yang et al.
Summary: Reducing the use of chemical fertilizers is essential for achieving carbon neutrality and addressing global warming. This study demonstrates that the promotion of socialized services of green production and social networks can effectively encourage farmers to reduce fertilizer application. Therefore, it is crucial to cultivate agricultural socialized services and enhance rural social networks to promote green agricultural development.
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH
(2022)
Article
Environmental Sciences
Jiangfeng Hu et al.
Summary: Continuous resource misallocation not only leads to total factor productivity loss but also causes ecological degradation. This study focuses on the resource misallocation in Chinese agriculture during the transition from extensive growth to intensive growth. The research uses a spatial panel model to empirically test agricultural green total factor productivity (GTFP) in 306 cities in China from 1996-2017. The findings show that misallocation in land, labor, machinery, and fertilizer hinders local GTFP, and the impact of neighbor resource misallocation on GTFP changes from inhibiting to facilitating with increasing spatial distance.
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH
(2022)
Article
Environmental Sciences
Xiuquan Huang et al.
Summary: This study investigates the measurement and drivers of China's agricultural green total factor productivity (AGTFP) through the construction of two different data envelopment analysis models. The findings reveal that the central region had the highest AGTFP growth, and technical progress was the main driver of AGTFP growth, followed by energy conservation and emission reduction (ECER) and market performance. At the factor level, all factors contributed positively to AGTFP growth, with ECER performance being the primary driver.
SCIENCE OF THE TOTAL ENVIRONMENT
(2022)
Article
Business
Yuegang Song et al.
Summary: This paper uses China's province-level panel data to analyze the temporal evolution of green total factor productivity in the agricultural sector and empirically test the impact of climate factors on this productivity. The results show that precipitation, temperature, and humidity have significant effects on agricultural green total factor productivity. The study also finds variations in the impact across different grouping levels and verifies the mechanisms and negative impact of climate change and extreme weather on agricultural productivity through mechanism tests and synthetic control method tests.
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE
(2022)
Article
Environmental Sciences
Liping Zhu et al.
Summary: The study highlighted that the impetus for intensive growth of green agriculture in China was insufficient, driven mainly by green technology progress. It was also found that regional differences were not solely determined by regional endowment conditions, indicating unbalanced green agricultural production at the regional level.
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH
(2022)
Article
Environmental Sciences
Liang Chi et al.
Summary: The study suggests that land fragmentation can directly increase the use of chemical fertilizers, and indirectly increase it by hindering the adoption of agricultural mechanization technologies and soil testing fertilization technologies. However, the adoption of information and communications technologies can help mitigate the negative effects of land fragmentation on technology adoption and reduce the intensity of chemical fertilizer application.
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH
(2022)
Article
Environmental Sciences
Shuxing Xiao et al.
Summary: This study analyzes the impact of technological progress on the efficiency of agricultural green production using the spatial Durbin model and threshold model. The results show that upgrading agricultural structure exacerbates the nonlinear effect of technological progress spillover on agricultural total factor productivity. Furthermore, the threshold model reveals that technological progress has a single threshold effect on agricultural total factor productivity, which is less than the impact of agricultural total factor productivity on agricultural green total factor productivity.
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH
(2022)
Article
Environmental Sciences
Li Wang et al.
Summary: Large-scale agricultural operations can promote the green development of agriculture through reducing chemical input, improving efficiency, and increasing farmers' income. The study finds that increasing the scale of agricultural operations contributes to improving agricultural green total factor productivity (AGTFP), while increasing financial support for agriculture is not conducive to AGTFP. Additionally, financial support for agriculture has a unidirectional causal relationship with both the scale of agricultural operations and AGTFP.
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH
(2022)
Article
Environmental Sciences
Yingyu Zhu et al.
Summary: This study investigates the impact of agricultural productive services on agricultural environmental efficiency in China. The findings show that agricultural productive services enhance agricultural productivity and environmental efficiency by optimizing inputs and increasing outputs. The pathways through which agricultural productive services affect environmental efficiency include technological progress, adjustment of planting structure, optimization of factor allocation, and spatial spillover. To improve agricultural environmental efficiency, it is suggested to implement different productive service strategies in different regions, strengthen information integration, and improve infrastructure.
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH
(2022)
Article
Green & Sustainable Science & Technology
Yang Yang et al.
Summary: The study shows that the growth of agricultural green total factor productivity in China is mainly driven by agricultural technological progress, with significant regional differences. Factor market distortion negatively impacts agricultural green total factor productivity, and the government should promote reform in agricultural production methods and green agriculture to establish a policy system for high-quality green development in modern agriculture.
Article
Green & Sustainable Science & Technology
Guoqun Ma et al.
Summary: Environmental regulation has a significant impact on China's agricultural green total factor productivity, and the urban-rural income gap can affect its effectiveness.
Review
Green & Sustainable Science & Technology
Wangda Liao et al.
Summary: Developing countries with small-scale agriculture have not fully exploited the potential of agricultural mechanization, as it is often considered unworthy in this context. This study examines the development of agricultural mechanization in China and provides evidence on how smallholder farmers can access machinery. The findings highlight the importance of gradual development, self-reliance, appropriate theories, and pro-farmer policies in successful mechanization.
Article
Green & Sustainable Science & Technology
Daisong Yu et al.
Summary: The implementation of carbon trading system has significant impact on various aspects of the economy and society. Agriculture, as a high carbon emitting industry, has been greatly affected. China's carbon trading system has a significant promotion effect on agricultural green total factor productivity, and this effect becomes stronger over time under the constraint of reducing carbon quota.
JOURNAL OF CLEANER PRODUCTION
(2022)
Article
Environmental Sciences
Ruxangul Ablimit et al.
Summary: Green manure has a significant impact on the soil microbial community structure and soil improvement mechanism, leading to increased maize yield by increasing soil nutrient content and enzyme activity, and reducing the abundance of potential plant pathogens. These improvements are consistent with changes in microbial community structure and activity.
JOURNAL OF ENVIRONMENTAL MANAGEMENT
(2022)
Article
Environmental Sciences
Shuai Liu et al.
Summary: The agricultural sector is crucial for providing food and supporting economic development. The agricultural green total factor productivity (AGTFP) plays a significant role in promoting sustainable agriculture and pollution control. A modified three-stage data envelopment analysis was used to evaluate China's AGTFP from 2000 to 2018. The study found that undesirable outputs affect agricultural efficiency, and policy implications were proposed.
SCIENCE OF THE TOTAL ENVIRONMENT
(2022)
Article
Environmental Sciences
Yongchun Sun
Summary: This study uses a partial linear function coefficient panel model to measure the impact of environmental regulations on agricultural green technology innovation and agricultural green total factor productivity in 30 provinces and cities in China. The research findings show that as the level of regional economic development increases, environmental regulations have a more significant impact on both variables.
FRONTIERS IN ENVIRONMENTAL SCIENCE
(2022)
Article
Environmental Sciences
Ningze Yang et al.
Summary: This paper analyzes the role of factor quality in reducing agricultural carbon emissions through the policy experiment of high standard farmland construction in China. The study finds that improving factor quality can reduce agricultural carbon emissions, mainly in developed areas. The mediating effect of agricultural carbon emissions is also found to promote the transformation of agricultural industrial structure.
FRONTIERS IN ENVIRONMENTAL SCIENCE
(2022)
Article
Agronomy
Shibin Wen et al.
Summary: The focus of world governance on climate change has primarily been on the industrial and transport sectors, neglecting the significant greenhouse gas emissions from the agricultural sector. This study examines China's agricultural carbon emissions from the perspective of its internal structure, which has been relatively under-researched. Analysis using carbon metrology, the emission factor method, and kernel density estimations reveals that China's agricultural carbon emissions have shown an upward trend but with a slowing growth rate. There are evident inter-provincial differences in agricultural carbon emissions. The major grain-producing areas have higher total emissions and emissions from each carbon source compared to major grain sales areas and production-sales balance areas. Livestock and poultry, rice planting, and agricultural energy are identified as the primary contributors to China's agricultural carbon emissions. The proportion of emissions caused by agricultural materials, agricultural energy, and soil has increased overall, with expanded inter-provincial differences, while the inter-provincial differences in emissions from livestock and poultry have decreased. The proportion of emissions from the six major agricultural carbon sources shows a convergence trend with a right tail phenomenon in their kernel density. This research deepens the understanding of China's agricultural carbon emission structure and contributes to rational optimization of the agricultural structure, aiding the agriculture sector and rural areas in reaching the carbon peak.
Article
Environmental Studies
Qinhang Xu et al.
Summary: Improving agricultural green total factor productivity (AGTFP) is crucial for sustainable agricultural development. Agricultural services, as a new way of farmland utilization, have played an important role in promoting agricultural production efficiency. Government policies have a significant impact on reducing agricultural carbon emissions. Over the past decade, AGTFP has been increasing, and agricultural services have been a key driver of this growth.
Article
Green & Sustainable Science & Technology
Dongdong Liu et al.
Summary: Through studying the development trend and influencing factors of China's agricultural green total factor productivity, it is found that agricultural carbon emissions are decreasing with fertilizers being the main source of emissions and increasing differences among provinces. To improve green agricultural productivity and promote high-quality economic development, measures such as promoting clean agricultural production, strengthening research and development in agriculture are necessary.
JOURNAL OF CLEANER PRODUCTION
(2021)
Article
Green & Sustainable Science & Technology
Lan Fang et al.
Summary: Crop insurance has a significant positive impact on agricultural green total factor productivity, especially in promoting agricultural green technologies and increasing operational scales. The promotion effect is stronger for cash crops compared to food crops.
JOURNAL OF CLEANER PRODUCTION
(2021)
Article
Green & Sustainable Science & Technology
Yuanying Chi et al.
Summary: Agricultural mechanization can promote green agricultural development directly and indirectly by transferring agricultural labor force and increasing input, but it also leads to pesticide abuse. With the development of large-scale agricultural machinery, the direct promotion effect of machinery on green agricultural development will become more significant, while substituting more agricultural labor force with machinery power will reduce efficiency.
Article
Education, Scientific Disciplines
Fang Liu et al.
Summary: The study found a significant non-linear relationship between rural human capital and agricultural green total factor productivity under different levels of agricultural material capital and agricultural economic development. It is suggested to pay attention to the role of agricultural human capital in improving productivity and to strengthen education on environmental protection and green technology training for farmers.
INTERNATIONAL JOURNAL OF ELECTRICAL ENGINEERING EDUCATION
(2021)
Article
Environmental Studies
Yansui Liu et al.
Summary: Food security plays a crucial role in a country's economy, people's livelihoods, and social stability. China, as the world's most populous developing country, produces a significant portion of the world's food and feeds a large portion of its population. However, China's food security faces challenges such as population decline, changes in cultivated land area, and volatility in grain output. Addressing these issues and ensuring China's food security is essential but poses many challenges.
Article
Economics
Haiyan Deng et al.
Summary: Agricultural research and extension play key roles in promoting agricultural growth and transformation. In China, significant investments in these areas have led to the largest research and extension systems globally. Public investment in agricultural research and extension has shown to have substantial contributions to agricultural productivity growth, with varying returns across different provinces.
CHINA ECONOMIC REVIEW
(2021)
Article
Economics
Tongwei Qiu et al.
Summary: The development of agricultural mechanization services (AMS) can reduce the probability of smallholder farmers exiting agricultural production through land abandonment, but increase the probability through land renting-out. Further analysis shows that the emergence of large farm operators and the increase in land size rented by them induce smallholder farmers' exit through both land abandonment and land renting-out.AMS also increases market demand for land transfers and marketization of land rentals, leading smallholder farmers to exit through abandonment of fragmented and distant land plots as land markets develop.
CHINA ECONOMIC REVIEW
(2021)
Article
Multidisciplinary Sciences
Shen Zhong et al.
Summary: This study analyzed the total factor productivity of green agriculture in different regions of China, showing an increasing trend overall but significant differences between regions. Policy recommendations were proposed to improve the total factor productivity of green agriculture through joint efforts from multiple parties.
Article
Environmental Sciences
Xiang Gao et al.
Summary: The Chinese government has been working on improving the scale efficiency of land to promote agricultural benefits and protect the environment. Despite the increase in scale efficiency, agricultural nonpoint source pollution has also been on the rise, especially with spatial effects taken into consideration. It has been found that increasing scale efficiency can actually exacerbate agricultural NPS pollution, both locally and in surrounding areas.
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH
(2021)
Article
Computer Science, Information Systems
Suriyan Jomthanachai et al.
Summary: A method combining DEA and machine learning is proposed for risk management in this paper. The DEA cross-efficiency method is used for risk assessment, while a machine learning mechanism is utilized for risk treatment and monitoring processes. The integration of DEA and ML offers a flexible and realistic choice in risk management, providing accurate risk assessment and effective risk mitigation strategies.
Article
Economics
Tongwei Qiu et al.
Summary: The increasing price of agricultural mechanization services leads to farmers leaving land operation, especially when considering the high sunk costs and long-term breakeven period of self-owned machinery. The surge in service prices also reduces land renting-in and encourages non-grain production.
CHINA & WORLD ECONOMY
(2021)
Article
Economics
Tongwei Qiu et al.
Summary: The study shows an inverted U-shaped relationship between farm size and the adoption of agricultural mechanization services. Small farms tend to input more family labor, while large farms are more likely to invest in self-owned machinery assets. The results imply that the development of agricultural mechanization services may not necessarily attract smallholder farmers, who may not be the major participants in the future market of social services in agriculture.
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