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Does Green Food Certification promote agri-food export quality?Evidence from China
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作者 Ping Wei Hongman Liu +1 位作者 Chaokai Xu Shibin Wen 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2024年第3期1061-1074,共14页
The construction of a food certification system plays a vital role in upgrading export quality, which previous studies have largely overlooked. We match China's industry-level data of Green Food Certification with... The construction of a food certification system plays a vital role in upgrading export quality, which previous studies have largely overlooked. We match China's industry-level data of Green Food Certification with its HS6-digit export data of agri-food products to quantify the impact of Green Food Certification on export quality. We identify the significant and positive effect of Green Food Certification on export quality. The 2SLS estimation based on instrumental variables and a range of robustness checks confirm the validity and robustness of the benchmark conclusions. Further analysis discloses that Green Food Certification improves export quality by raising agricultural production efficiency and brand premiums. Heterogeneity analysis shows that the effect of Green Food Certification varies across regions, notably improving the quality of agri-food products exported to developed regions and regions with high levels of import supervision. Furthermore, among various product types, Green Food Certification significantly improves the export quality of primary products and products vulnerable to non-tariff measures. The above findings could guide the future development of agri-food quality certification systems, potentially leading to a transformation and promotion of the agri-food trade. 展开更多
关键词 Green Food Certification agri-food products green transformation export quality food labeling
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Impacts of agri-food e-commerce on traditional wholesale industry:Evidence from China
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作者 Ruyi Yang Jifang Liu +2 位作者 Shanshan Cao Wei Sun Fantao Kong 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2024年第4期1409-1428,共20页
Rapidly expanding studies investigate the effects of e-commerce on company operations in the retail market.However,the interaction between agri-food e-commerce(AEC)and the traditional agri-food wholesale industry(AWI)... Rapidly expanding studies investigate the effects of e-commerce on company operations in the retail market.However,the interaction between agri-food e-commerce(AEC)and the traditional agri-food wholesale industry(AWI)has not received enough attention in the existing literature.Based on the provincial panel data from 2013 to 2020 in China,this paper examines the effect of AEC on AWI,comprising three dimensions:digitalization(DIGITAL),agrifood e-commerce infrastructure and supporting services(AECI),and agri-food e-commerce economy(AECE).First,AWI and AEC are measured using an entropy-based combination of indicators.The results indicate that for China as a whole,AWI has remained practically unchanged,whereas AEC exhibits a significant rising trend.Second,the findings of the fixed-effect regression reveal that DIGITAL and AECE tend to raise AWI,whereas AECI negatively affects AWI.Third,threshold regression results indicate that AECI tends to diminish AWI with three-stage inhibitory intensity,which manifests as a first increase and then a drop in the inhibition degree.These results suggest that with the introduction of e-commerce for agricultural product circulation,digital development will have catfish effects that tend to stimulate the vitality of the conventional wholesale industry and promote technical progress.Furthermore,the traditional wholesale industry benefits financially from e-commerce even while it diverts part of the traditional wholesale circulation for agricultural products. 展开更多
关键词 agri-food e-commerce traditional wholesale industry panel threshold model dual-channel circulation
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Agri-food Supply Chain Management: Literature Review
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作者 C. Ganeshkumar M. Pachayappan G. Madanmohan 《Intelligent Information Management》 2017年第2期68-96,共29页
The purpose of this paper is to present a critical review of prior literature relating to agri-food supply chain management. An in-depth analysis has been carried out to identify the influential information from the l... The purpose of this paper is to present a critical review of prior literature relating to agri-food supply chain management. An in-depth analysis has been carried out to identify the influential information from the literature. This paper has identified gaps to be explored about agricultural supply chain management (SCM) practices which may be used by researchers to enrich theory construction and practitioners may concentrate on establishing the extent and frontiers of agri-food SCM. This research work is the first attempt to make a critical literature review of available literature on agri-food SCM practices for developing countries like India. The research articles and other materials related to the agri-food supply chain management were collected from online data bases like Scopus, EBSCO and Google Scholar for the period of 10 years (2006-2016). The study performs content analysis and is followed by descriptive analysis. In the next phase, the literature in the field of agri-food supply chain management is classified into four broad categories viz. general literature review of agri-food supply chain, policies affecting the segments of agri-food supply chain, individual segments of agri-food SCM (structure of supply chain segments and conduct of supply chain segments) and performance of supply chain segments. These four categories are comprehensively reviewed and elaborated the research gap in the literature based on agri-food supply chain management. Finally, potato supply chain of India is considered as a case example for comprehensive analysis and elaborated in detail. 展开更多
关键词 agri-food Supply CHAIN MANAGEMENT LITERATURE Review Nvivo PERISHABLE FOOD
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Factor and Cluster Analysis on the Competitiveness of Agri-food Processing Industry in China
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作者 Ling WANG 《Asian Agricultural Research》 2017年第2期1-5,共5页
This paper establishes 13 evaluation indicators for the competitiveness of agri-food processing industry,uses factor analysis to evaluate the competitiveness of agri-food processing industry in 31 provinces(cities,aut... This paper establishes 13 evaluation indicators for the competitiveness of agri-food processing industry,uses factor analysis to evaluate the competitiveness of agri-food processing industry in 31 provinces(cities,autonomous regions)of China,and does cluster analysis to divide these regions into several categories according to the difference in competitiveness,in order to understand the level of competitiveness of agri-food processing industry in China. 展开更多
关键词 agri-food processing industry COMPETITIVENESS Factor analysis Cluster analysis
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Empirical study on evaluation of regional agri-food logistics capability in e-commerce environment based on factor analysis A case study of Hebei province
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作者 YANG Lei ZHANG Yi-zhen 《Chinese Business Review》 2010年第12期38-43,共6页
With SPSS16.0 software, this paper chooses the statistical data of 11 cities in Hebei province to empirically study the agri-food logistics capability based on the method of factor analysis, and finally obtains the ra... With SPSS16.0 software, this paper chooses the statistical data of 11 cities in Hebei province to empirically study the agri-food logistics capability based on the method of factor analysis, and finally obtains the ranking of the 11 cities. It shows that, factor-cluster analysis is an effective method to analyze the logistics capability of agri-food. It can simplify the original complicated problem and lead to an objective, reliable and convincing conclusion. 展开更多
关键词 factor analysis E-COMMERCE agri-food logistics regional logistics capability
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Recovery of Unsold Food from Three Agri-Food Industries (SOCOCE, COQUIVOIRE and SCB) for the Feeding of the Abidjan Zoo Animals
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作者 Sandotin Lassina Coulibaly Kouakou Sylvain Akpo +2 位作者 N’Da Akoua Alice Koua-Koffi Doué Barnabé Digbe Lacina Coulibaly 《Journal of Agricultural Chemistry and Environment》 2021年第4期415-427,共13页
The waste of foodstuffs is increasing in the agri-food industries. This is reflected in the increasing volume of their waste. Food is thrown away on criteria that have nosthing to do with its nutritional quality. In m... The waste of foodstuffs is increasing in the agri-food industries. This is reflected in the increasing volume of their waste. Food is thrown away on criteria that have nosthing to do with its nutritional quality. In most cases, the criteria are shape, color and stains. In order to reduce this waste, a way of valorization was investigated. This paper focuses on waste reduction through feeding the Abidjan zoo animals with the unsold products of three agro-industries. The unsold products collected by the zoo were characterized over an 8-year period (2011 to 2019). Deaths and births were recorded. The food needs met by the unsold products harvested were evaluated and the economic gains estimated. The results showed that the food recovered by the Abidjan Zoo at SOCOCE contained 34.94% fruit, 38.58% vegetable and 23.47% meat products. At SCB and Coquivoire the donations are estimated at 2 tons of bananas and 1.5 tons of chickens (smoked and cold chicken) respectively. These donations allowed the Zoo to save 25.94% of its budget allocated to animal feed. The diversity of the food collected has a positive impact on the quality of life of the animals at the Zoo. This is reflected in an increase in the number of births from 0 to 12 per year and a decrease in mortality of 90%. 展开更多
关键词 agri-food Unsold Food ZOO WASTE Animal Feed
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PUBLIC INVESTMENT IN AGRI-FOOD SYSTEM INNOVATION FOR SUSTAINABLE DEVELOPMENT
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作者 Gert-Jan STADS Alejandro NIN-PRATT +2 位作者 Keith WIEBE Timothy BSULSER Rui BENFICA 《Frontiers of Agricultural Science and Engineering》 CSCD 2023年第1期124-134,共11页
Research is essential for improvement of agricultural productivity,resource use and resilience,and for food systems transformation more broadly.This article analyzes the drivers of past agricultural productivity growt... Research is essential for improvement of agricultural productivity,resource use and resilience,and for food systems transformation more broadly.This article analyzes the drivers of past agricultural productivity growth in low-and middle-income countries(LMICs)and argues that productivity is not growing fast enough to meet the needs of a global population of 10 billion by 2050.A sustainable transformation of agri-food systems in LMICs will need greater and faster technical change.Higher investment in agri-food R&D is therefore needed to accelerate productivity growth and address the social,economic,nutritional and environmental challenges facing LMICs.Greater and bettertargeted investment in sustainable technologies and climate change mitigation and adaptation will be particularly important to reducing the climate change impacts on agriculture and food security in the coming decades.However,LMICs with small research systems and limited innovation capacity lack the scale and resources to effectively tackle the challenges ahead.Better coordination and a clear articulation of roles and responsibilities among national,subregional,regional and global R&D actors(both from the public and private sectors)are essential to ensuring that scarce financial,human,and infrastructure resources are optimized,duplications minimized,and synergies and complementarities enhanced. 展开更多
关键词 agri-food system INNOVATION R&D investment PRODUCTIVITY climate change
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Repositioning fertilizer manufacturing subsidies for improving food security and reducing greenhouse gas emissions in China 被引量:1
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作者 Zongyi Wu Xiaolong Feng +1 位作者 Yumei Zhang Shenggen Fan 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2024年第2期430-443,共14页
China removed fertilizer manufacturing subsidies from 2015 to 2018 to bolster market-oriented reforms and foster environmentally sustainable practices.However,the impact of this policy reform on food security and the ... China removed fertilizer manufacturing subsidies from 2015 to 2018 to bolster market-oriented reforms and foster environmentally sustainable practices.However,the impact of this policy reform on food security and the environment remains inadequately evaluated.Moreover,although green and low-carbon technologies offer environmental advantages,their widespread adoption is hindered by prohibitively high costs.This study analyzes the impact of removing fertilizer manufacturing subsidies and explores the potential feasibility of redirecting fertilizer manufacturing subsidies to invest in the diffusion of these technologies.Utilizing the China Agricultural University Agri-food Systems model,we analyzed the potential for achieving mutually beneficial outcomes regarding food security and environmental sustainability.The findings indicate that removing fertilizer manufacturing subsidies has reduced greenhouse gas(GHG)emissions from agricultural activities by 3.88 million metric tons,with minimal impact on food production.Redirecting fertilizer manufacturing subsidies to invest in green and low-carbon technologies,including slow and controlled-release fertilizer,organic-inorganic compound fertilizers,and machine deep placement of fertilizer,emerges as a strategy to concurrently curtail GHG emissions,ensure food security,and secure robust economic returns.Finally,we propose a comprehensive set of government interventions,including subsidies,field guidance,and improved extension systems,to promote the widespread adoption of these technologies. 展开更多
关键词 food security fertilizer manufacturing subsidies agri-food systems greenhouse gas emissions
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双碳目标下中国农食系统温室气体排放结构、发展趋势及国际比较
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作者 牛坤玉 葛若昊 +2 位作者 陈美安 金书秦 刘静 《中国农业科学》 CAS CSCD 北大核心 2024年第21期4290-4307,共18页
【目的】从全产业链的视角,开展农食系统温室气体排放特征、结构和趋势分析,助力我国低碳战略的有效推进。【方法】基于联合国粮农组织最新的统计数据,利用统计分析法、比较分析法以及情景分析法,分析1990—2020年中国与美国、西欧、印... 【目的】从全产业链的视角,开展农食系统温室气体排放特征、结构和趋势分析,助力我国低碳战略的有效推进。【方法】基于联合国粮农组织最新的统计数据,利用统计分析法、比较分析法以及情景分析法,分析1990—2020年中国与美国、西欧、印度、巴西等主要经济体以及全球水平的农食系统温室气体排放的趋势特征和结构特征,并分情景(基准情形,温控目标2℃情形,温控目标1.5℃情形)、分环节对中国2050年农食系统温室气体排放量做出预测,在此基础上提出减排的重点领域和实现路径。【结果】中国是上述主要经济体中人均农食系统温室气体排放唯一增长显著的经济体,但人均排放水平远低于发达经济体。预计未来随着工业化进程的完成、能源行业低碳化的推进以及农业生产环节减排难度的增加,中国农食系统温室气体排放在全社会总排放中的占比将呈先下降后上升的趋势。其中,食品消费环节是中国农食系统温室气体排放增长最快的环节,农业生产环节的排放比重虽然在下降,但仍然是农食系统温室气体排放占比最大的环节。不同于其他主要经济体肠道发酵排放占比明显偏高的特征,中国的农业生产温室气体排放呈现肠道发酵、水稻种植、化肥施用以及能源利用“四分天下”的局面。【结论】未来减排的着力点应放在制定综合性农食系统碳中和战略、能源结构的低碳化、促进食物消费结构转变以及推进市场化减排等方面。 展开更多
关键词 农食系统 温室气体排放 结构特征 趋势 国际比较
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考虑绿色技术投入的“农超对接”模式研究
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作者 曹裕 段瑞姗 +2 位作者 戴泽宇 寻静雅 杜志伟 《运筹与管理》 CSSCI CSCD 北大核心 2024年第3期125-132,共8页
将绿色技术投入引入由单个农户与单个超市组成的“农超对接”模式中,研究“农超对接”模式优势和农户与超市之间合约设计问题,分析不同“农超对接”模式下供应链主体预期效用,得出农户与超市最优决策。研究表明:农户风险厌恶度、消费者... 将绿色技术投入引入由单个农户与单个超市组成的“农超对接”模式中,研究“农超对接”模式优势和农户与超市之间合约设计问题,分析不同“农超对接”模式下供应链主体预期效用,得出农户与超市最优决策。研究表明:农户风险厌恶度、消费者绿色偏好、绿色技术先进性均会影响农户绿色投入倾向,在毛收益佣金合同中,变动佣金比例影响农户绿色投入水平,而在净收益合同中,则不会有影响;比较不同合同发现,净收益佣金合同下“农户+农民合作社+超市”模式中的农户绿色技术投入水平最高;在所有模式下,农户风险厌恶均会在一定程度上降低最优绿色技术投入水平、超市和农户预期效用。 展开更多
关键词 农超对接 农民合作社 绿色技术投入 农产品供应链
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基于区块链的农产品供应链溯源研究综述
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作者 胡祥培 都牧 +2 位作者 孔祥维 朱姗 张源凯 《管理科学学报》 CSSCI CSCD 北大核心 2024年第5期1-12,共12页
中国的农产品供应链是一个多利益主体共同参与、多阶段多链路、动态可扩展网链的人机复合系统,使得基于区块链的农产品供应链溯源系统面临着链上信息泄露和溯源信息造假的管理实践挑战.本研究结合我国农产品供应链特点,从建设基于区块... 中国的农产品供应链是一个多利益主体共同参与、多阶段多链路、动态可扩展网链的人机复合系统,使得基于区块链的农产品供应链溯源系统面临着链上信息泄露和溯源信息造假的管理实践挑战.本研究结合我国农产品供应链特点,从建设基于区块链的农产品供应链溯源系统的实际需求以及应用实践出发,对区块链技术及应用、区块链中的隐私保护与农产品信息安全、信任传递与融合方法这三个方面对国内外相关研究进行综述,并据此提出我国建设这类溯源系统的两个核心难题--“如何建”和“如何查”.针对这两个难题,从管理科学视角各提出四类关键科学问题,展望未来研究的发展趋势,并从应用实践层面提出基于区块链的农产品供应链溯源系统的发展建议. 展开更多
关键词 农产品供应链 区块链 质量追溯 隐私保护与信息安全 信任传递与融合
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Life cycle assessment as a prospective tool for sustainable agriculture and food planning at a local level
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作者 Andrea Lulovicova Stephane Bouissou 《Geography and Sustainability》 CSCD 2024年第2期251-264,共14页
Owing to the far-reaching environmental consequences of agriculture and food systems,such as their contribution to climate change,there is an urgent need to reduce their impact.International and national governments s... Owing to the far-reaching environmental consequences of agriculture and food systems,such as their contribution to climate change,there is an urgent need to reduce their impact.International and national governments set sustainability targets and implement corresponding measures.Nevertheless,critics of the globalized system claim that a territorial administrative scale is better suited to address sustainability issues.Yet,at the subnational level,local authorities rarely apply a systemic environmental assessment to enhance their action plans.This paper employs a territorial life cycle assessment methodology to improve local environmental agri-food planning.The objective is to identify significant direct and indirect environmental hotspots,their origins,and formulate effective mitigation strategies.The methodology is applied to the administrative department of Finistere,a strategic agricultural region in North-Western France.Multiple environmental criteria including climate change,fossil resource scarcity,toxicity,and land use are modeled.The findings reveal that the primary environmental hotspots of the studied local food system arise from indirect sources,such as livestock feed or diesel consumption.Livestock reduction and organic farming conversion emerge as the most environmentally efficient strategies,resulting in a 25%decrease in the climate change indicator.However,the overall modeled impact reduction is insufficient following national objectives and remains limited for the land use indicator.These results highlight the innovative application of life cycle assessment led at a local level,offering insights for the further advancement of systematic and prospective local agri-food assessment.Additionally,they provide guidance for local authorities to enhance the sustainability of planning strategies. 展开更多
关键词 Environmental analysis Territorial life cycle assessment Prospective scenario agri-food planning Local food system
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农产品稀缺线索对临期食品购买意愿的影响研究 被引量:2
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作者 柏忠虎 青平 黄帆 《商业经济与管理》 CSSCI 北大核心 2024年第1期78-91,共14页
食物浪费是粮食安全的重要威胁因素,引起全社会的关注。临期食品丢弃是导致零售环节食物浪费的主要因素,有必要采取措施来影响和塑造消费者对临期食品的购买行为以减少浪费。文章基于稀缺效应,研究了农产品稀缺线索是否以及如何影响消... 食物浪费是粮食安全的重要威胁因素,引起全社会的关注。临期食品丢弃是导致零售环节食物浪费的主要因素,有必要采取措施来影响和塑造消费者对临期食品的购买行为以减少浪费。文章基于稀缺效应,研究了农产品稀缺线索是否以及如何影响消费者对临期食品的购买意愿。通过两项实验发现:(1)提供(vs.不提供)与临期食品相关的农产品稀缺线索,无论是短期稀缺线索还是长期稀缺线索,都可以在同等程度上提升消费者对临期食品的购买意愿;(2)农产品长期稀缺线索(vs.无稀缺线索)对购买意愿的提升作用通过感知价值中介,农产品短期稀缺线索(vs.无稀缺线索)对购买意愿的提升作用通过感知风险中介;(3)环境卷入度调节了农产品稀缺线索对购买意愿的影响。研究结论从理论上厘清了农产品稀缺线索促进临期食品购买的机制,从实践上为促进临期食品购买和减少食物浪费提供了启示。 展开更多
关键词 食物浪费 粮食安全 临期食品 农产品稀缺线索 环境卷入度
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考虑鲜度竞争的农产品双渠道供应链货源配置研究
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作者 陈军 蔡振华 曹群辉 《保鲜与加工》 CAS 北大核心 2024年第2期50-55,79,共7页
为了探索生产商利润最大化目标下有限货源在线上线下渠道的数量配置方法,针对农产品双渠道供应链的鲜度竞争冲突,构建了双渠道货源配置函数,研究了有限供给下农产品生产商双渠道货源配置策略。结果表明:生产商将货源全部配置到线上渠道... 为了探索生产商利润最大化目标下有限货源在线上线下渠道的数量配置方法,针对农产品双渠道供应链的鲜度竞争冲突,构建了双渠道货源配置函数,研究了有限供给下农产品生产商双渠道货源配置策略。结果表明:生产商将货源全部配置到线上渠道的主观意愿具有刚性,当生产商自己决定线上渠道鲜度时,线上线下渠道的初始配置量平均分配;当冷链物流服务商决定线上渠道鲜度时,线上渠道的初始配置为货源的3/4;在批发价高于一定阈值的条件下,生产商自己决定线上渠道鲜度,且把更多货源投向线下渠道,生产商的利润和系统利润均更高。 展开更多
关键词 双渠道 农产品供应链 有限供给 数量配置 序贯博弈
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Quality control of a four-echelon agri-food supply chain with multiple strategies 被引量:2
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作者 Jin-you Hu Jian Zhang +2 位作者 Mei Mei Wei min Yang Qiang Shen 《Information Processing in Agriculture》 EI 2019年第4期425-437,共13页
Current research into the supply chain coordination problem of product quality focuses mainly on the two-echelon supply chain,and most coordination models neglect the demand relationship between quantity and quality.E... Current research into the supply chain coordination problem of product quality focuses mainly on the two-echelon supply chain,and most coordination models neglect the demand relationship between quantity and quality.Even in a direct sale pattern,an agrifood supply chain involves at least four actors,and the contract between different actors may be different.Here,we present a four-echelon agri-food supply chain that consists of one agricultural producer,one processing enterprise,one distributor,and many consumers.We also analyze the quality decision of each actor based on Stackelberg game theory and develop a combined multiple strategy(profit sharing,quality commitment,and risk sharing)for coordinating quality control in the agri-food supply chain.The results show that these strategies affect quality control at the level of the processing enterprise;however,only the profit-sharing strategy and a quality commitment to consumers affect the product quality from agricultural producers.Product quality is not associated with the profit-sharing contract between the processing enterprise and the distributor.Thus,the quality commitment to consumers is the only way for a processing enterprise to control the food market price.Furthermore,enforcing and enhancing this quality commitment to consumers by the processing enterprise will improve the quality of primary agricultural products and food. 展开更多
关键词 Multiple strategies Quality control agri-food supply chain
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考虑鲜度竞争的生鲜农产品双渠道供应链保鲜方式选择的研究
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作者 陈军 蔡振华 《保鲜与加工》 CAS 北大核心 2024年第3期61-70,共10页
物流保鲜是影响农产品质量的重要因素之一。考虑消费者的鲜度敏感性和渠道偏好,构建了自营保鲜和保鲜外包两种情形下,生产商、零售商和冷链物流服务商的序贯博弈模型,求解出最优定价和鲜度水平。借助数值试验,分析了保鲜成本和保鲜服务... 物流保鲜是影响农产品质量的重要因素之一。考虑消费者的鲜度敏感性和渠道偏好,构建了自营保鲜和保鲜外包两种情形下,生产商、零售商和冷链物流服务商的序贯博弈模型,求解出最优定价和鲜度水平。借助数值试验,分析了保鲜成本和保鲜服务价格对生产商和零售商的保鲜方式选择及渠道鲜度差异的影响。结果表明:无论生产商还是零售商,选择保鲜外包的农产品鲜度与保鲜成本呈负相关、与保鲜价格呈正相关。零售商总是选择自己保鲜,但是保鲜水平(或保鲜价格)高于(或低于)一定阈值后,生产商会选择保鲜外包,此时线下渠道与线上渠道的鲜度趋近。若保鲜水平较低,冷链物流服务商倾向于承接零售商保鲜外包,反之承接生产商保鲜外包,但是承接生产商保鲜外包的供应链系统利润更大。 展开更多
关键词 保鲜方式 农产品供应链 双渠道 鲜度竞争 序贯博弈
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农业种植智能体(Agri-agent)的构建与应用展望
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作者 任荣荣 胡崇宇 吴国龙 《农业展望》 2024年第6期92-106,共15页
在农业领域中,由于生产环境、生产能力和生产目标多种多样,如何有效管理这种多样性成为农业智能化和现代化的关键。种植智能体以其系统性、自治性和具身性等特征,可成为农业实现系统化、智能化和现代化的可行方案。本研究对农业中智能... 在农业领域中,由于生产环境、生产能力和生产目标多种多样,如何有效管理这种多样性成为农业智能化和现代化的关键。种植智能体以其系统性、自治性和具身性等特征,可成为农业实现系统化、智能化和现代化的可行方案。本研究对农业中智能体技术的发展进行分析,提出了种植智能体的概念框架,有助于更好地定位智慧农业的应用方向。本研究围绕智能体的内涵形态、技术架构和业态趋向3个方面展开研究,初步建立了智慧农业种植智能体的系统框架。该框架包括种植智能体的定义、特性、架构、关键技术,并对未来发展方向进行初步探讨。该方法旨在为智慧农业种植智能体的进一步研究奠定基础,提出切实可行的解决方案,最终建立信息化、智能化的智慧农业种植体系。在数字技术与农业深度融合的背景下,种植智能体框架及应用解决方案在保障农产品供给、提升农业抗风险能力方面将发挥重要的作用,为农业的智能化、可持续发展注入新的活力。 展开更多
关键词 智慧农业 多智能体系统 农业种植智能体 粮食安全 农业科技创新
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Research status and applications of nature-inspired algorithms for agri-food production
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作者 Yanbo Huang 《International Journal of Agricultural and Biological Engineering》 SCIE EI CAS 2020年第4期1-9,共9页
Nature-inspired algorithms have been developed with biological mimicking.Machine learning algorithms from artificial neurons and artificial neural networks have been developed to mimic the human brain with synthetic n... Nature-inspired algorithms have been developed with biological mimicking.Machine learning algorithms from artificial neurons and artificial neural networks have been developed to mimic the human brain with synthetic neurons.This research can be traced back to the 1940s and has been expanded to agri-food problem solving in the last three decades.Now,the research and applications have entered the stage of deep learning with more layers and neurons that have complex connections to extract deep features of the target.In this paper,the developments of artificial neural networks and deep learning algorithms are presented and discussed in conjunction with their biological connections for agri-food applications.The related independent studies previously conducted by the author are summarized with the newly conducted being presented.At the same time,the algorithms motivated by recent bionics studies are compared and discussed for their potentials for agri-food production. 展开更多
关键词 nature-inspired algorithm agri-food production machine learning deep learning artificial neural networks artificial intelligence
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基于人力资源约束和不确定需求的农产品供应链优化配置 被引量:2
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作者 聂笃宪 唐嘉燕 +1 位作者 赵金英 屈挺 《工业工程》 北大核心 2023年第2期111-122,共12页
为了探究新冠肺炎疫情大流行对农产品供应链的冲击,研究人力资源约束和不确定的市场需求条件下的多级农产品供应链的优化配置问题,建立非线性规划模型。以某大型企业农产品小麦及衍生品麦粉供应链为例,利用自适应蚁群算法对模型进行求解... 为了探究新冠肺炎疫情大流行对农产品供应链的冲击,研究人力资源约束和不确定的市场需求条件下的多级农产品供应链的优化配置问题,建立非线性规划模型。以某大型企业农产品小麦及衍生品麦粉供应链为例,利用自适应蚁群算法对模型进行求解,比较优化工具Lingo的求解结果,验证自适应蚁群算法的有效性。最后,分别对不同的外部市场需求和人力资源约束进行敏感性分析,得出一些重要管理学启示。 展开更多
关键词 农产品供应链 供应链配置 非线性规划 人力资源约束 自适应蚁群算法
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考虑碳交易与产品损失率的农产品供应链优化配置 被引量:1
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作者 聂笃宪 贝舒婕 屈挺 《供应链管理》 2023年第12期34-50,共17页
农业是碳排放的重要来源,为了减少农产品供应链的碳排放,文章研究了考虑碳排放限额与交易(即碳交易)及农产品损失率的多级农产品供应链优化配置问题,建立了非线性规划模型,并以某企业的农产品(苹果)供应链为例,利用基于PSO和GA的混合算... 农业是碳排放的重要来源,为了减少农产品供应链的碳排放,文章研究了考虑碳排放限额与交易(即碳交易)及农产品损失率的多级农产品供应链优化配置问题,建立了非线性规划模型,并以某企业的农产品(苹果)供应链为例,利用基于PSO和GA的混合算法对模型进行求解,比较优化工具Lingo的求解结果,验证了混合算法的有效性;最后,为了研究碳排放限额,碳交易价格和农产品损失率对优化配置结果的影响,分别对其做了一系列敏感性分析,获得一些重要管理学启示。 展开更多
关键词 农产品供应链 供应链配置 碳排放限额交易 农产品损失率 混合算法
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