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世界谷物贸易网络中的时间动态和不变子网结构。

Time dynamics and invariant subnetwork structures in the world cereals trade network.

机构信息

Laboratoire Interdisciplinaire des Energies de Demain (LIED), Université Paris Diderot, Paris, France.

出版信息

PLoS One. 2019 May 22;14(5):e0216318. doi: 10.1371/journal.pone.0216318. eCollection 2019.

Abstract

The development of industrial agriculture has enabled a sharp increase in food trade at the global scale. Worldwide trade underpins food security by distributing food surpluses to food deficient countries. The study of agricultural product flows can provide insights on the complex interactions between exporting and importing countries and the resulting network structures. Commercial partnerships between countries can be modelled using a complex network approach. Based on the detailed trade matrices from FAO covering the period from 1986 to 2013, we present an analysis of the world cereal trade in terms of weighted and directed networks. The network nodes are the countries and the links are the trades of agricultural products in mass. We reveal the changing topology and degree distribution of the world network during the studied period. We distinguish three entangled subnetwork structures when considering the temporal stability of the trades. The three subnetworks display distinct properties and a differential contribution in total trade. Trades of uninterrupted activity over the 28-year study period compose the backbone network which accounts for two thirds of all traded mass and is scale-free. Inversely, two thirds of the trades only have one or two consecutive years of activity and define the transient subnetwork which displays random growth and accounts for very little traded mass. The trades of intermediate duration display an exponential growth both in numbers and in traded mass and define the intermediate subnetwork. The topology of each subnetwork is a time invariant. The identification of invariant structures is a useful basis for developing prospective agri-food network modelling to assess their resilience to perturbations and shocks.

摘要

译文

工业农业的发展:使全球范围内的食品贸易大幅增长。全球贸易通过将粮食过剩分配到粮食短缺国家来保障粮食安全。农产品流动的研究可以提供关于出口国和进口国之间复杂相互作用以及由此产生的网络结构的见解。可以使用复杂网络方法对国家间的商业伙伴关系进行建模。基于粮农组织涵盖 1986 年至 2013 年期间的详细贸易矩阵,我们根据加权和有向网络分析了世界谷物贸易。网络节点是国家,而链接是农产品的大规模贸易。我们揭示了研究期间世界网络拓扑结构和度分布的变化。在考虑贸易的时间稳定性时,我们区分了三个纠缠的子网结构。这三个子网具有不同的性质和对总贸易的不同贡献。在 28 年的研究期间保持不间断活动的贸易构成骨干网络,占所有交易质量的三分之二,呈无标度分布。相反,三分之二的贸易只有一年或两年的连续活动,定义了瞬态子网,该子网呈随机增长,仅占很少的贸易质量。中间持续时间的贸易在数量和交易质量方面都呈指数增长,并定义了中间子网。每个子网的拓扑结构都是时间不变的。不变结构的识别是开发前瞻性农业食品网络模型以评估其对扰动和冲击的弹性的有用基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d715/6530828/f6a3dca0867e/pone.0216318.g001.jpg

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