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Tracing spatiotemporal changes in agricultural and non-agricultural trade networks of India
The evolving international economic instability and international trade relationship demand a nation to move towards a self-reliant integrated system at a sub-national scale to address the growing human needs. Given India’s role in the global trade network, it is critical to explore the underlying e...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10521996/ https://www.ncbi.nlm.nih.gov/pubmed/37751463 http://dx.doi.org/10.1371/journal.pone.0286725 |
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author | Kulkarni, Sujata Dave, Raviraj Bhatia, Udit Kumar, Rohini |
author_facet | Kulkarni, Sujata Dave, Raviraj Bhatia, Udit Kumar, Rohini |
author_sort | Kulkarni, Sujata |
collection | PubMed |
description | The evolving international economic instability and international trade relationship demand a nation to move towards a self-reliant integrated system at a sub-national scale to address the growing human needs. Given India’s role in the global trade network, it is critical to explore the underlying extensive complex trade network at the domestic scale. The potential advantages of complex interaction among the different commodities remain unexplored despite the known importance of trade networks in maintaining food security and industrial sustainability. Here we perform a comprehensive analysis of agricultural flows in contrast with non-agricultural commodities across Indian states. The spatio-temporal evolution of the networks from 2010–2018 was studied by evaluating topological network characteristics of consistent spatially disaggregated trade data. Our results show an increase in average annual trade value by 23.3% and 15.4% for agriculture and non-agriculture commodities, respectively, with no significant increase in connectivity observed in both networks. However, they depict contrasting behavior concerning the spatio-temporal changes, with non-agriculture trade becoming more dependent on production hubs and the agriculture trade progressing toward self-reliance, which signifies the evolution of the diversification in the existing agrarian trade network. Our findings could serve as an important element in deepening the knowledge of practical applications like resilience and recovery by devising design appropriate policy interventions for sustainable development. |
format | Online Article Text |
id | pubmed-10521996 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-105219962023-09-27 Tracing spatiotemporal changes in agricultural and non-agricultural trade networks of India Kulkarni, Sujata Dave, Raviraj Bhatia, Udit Kumar, Rohini PLoS One Research Article The evolving international economic instability and international trade relationship demand a nation to move towards a self-reliant integrated system at a sub-national scale to address the growing human needs. Given India’s role in the global trade network, it is critical to explore the underlying extensive complex trade network at the domestic scale. The potential advantages of complex interaction among the different commodities remain unexplored despite the known importance of trade networks in maintaining food security and industrial sustainability. Here we perform a comprehensive analysis of agricultural flows in contrast with non-agricultural commodities across Indian states. The spatio-temporal evolution of the networks from 2010–2018 was studied by evaluating topological network characteristics of consistent spatially disaggregated trade data. Our results show an increase in average annual trade value by 23.3% and 15.4% for agriculture and non-agriculture commodities, respectively, with no significant increase in connectivity observed in both networks. However, they depict contrasting behavior concerning the spatio-temporal changes, with non-agriculture trade becoming more dependent on production hubs and the agriculture trade progressing toward self-reliance, which signifies the evolution of the diversification in the existing agrarian trade network. Our findings could serve as an important element in deepening the knowledge of practical applications like resilience and recovery by devising design appropriate policy interventions for sustainable development. Public Library of Science 2023-09-26 /pmc/articles/PMC10521996/ /pubmed/37751463 http://dx.doi.org/10.1371/journal.pone.0286725 Text en © 2023 Kulkarni et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Kulkarni, Sujata Dave, Raviraj Bhatia, Udit Kumar, Rohini Tracing spatiotemporal changes in agricultural and non-agricultural trade networks of India |
title | Tracing spatiotemporal changes in agricultural and non-agricultural trade networks of India |
title_full | Tracing spatiotemporal changes in agricultural and non-agricultural trade networks of India |
title_fullStr | Tracing spatiotemporal changes in agricultural and non-agricultural trade networks of India |
title_full_unstemmed | Tracing spatiotemporal changes in agricultural and non-agricultural trade networks of India |
title_short | Tracing spatiotemporal changes in agricultural and non-agricultural trade networks of India |
title_sort | tracing spatiotemporal changes in agricultural and non-agricultural trade networks of india |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10521996/ https://www.ncbi.nlm.nih.gov/pubmed/37751463 http://dx.doi.org/10.1371/journal.pone.0286725 |
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