Nowcasting and forecasting aquaponics by Google Trends in European countries

Detalhes bibliográficos
Autor(a) principal: Dos Santos, Maria José Palma Lampreia
Data de Publicação: 2018
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.21/8918
Resumo: Aquaponics, an innovation in agricultural systems of production and food supply which combines aquaculture fish production with hydroponic production of vegetables, represents a valuable option to overcome the food needs of a constantly increasing world population, it can do so by improving production and supply with less inputs and in a sustainable way. Despite recent developments in this scientific area, there are still not enough commercial firms at a European level that allow for a consistent view of how this activity is evolving in society, as well as, to understand the impact of Aquaponics Hub in promoting the development of this activity in Europe - aquaponics is still at an early age and, despite innovative, it needs time to grow and evolve. Thus, we used Google Trends data and a quantitative methodology, multivariate analysis and econometric models, in order to both nowcast and forecast insights about the importance, the role and the new trends in aquaponics. The results show an interesting trend of increasing popularity in aquaponics search terms as a proxi of aquaponics development in Europe, mainly in all the European countries belonging to the Aquaponics Hub. However, we conclude that there is still a long way to go for aquaponics before it becomes a commercial activity at economic level. Hence, European and public decision-makers are urged to be more concerned about legislation and the allocation of funds for research and for the commercial investment of companies and for their promotion and development in aquaponics.
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spelling Nowcasting and forecasting aquaponics by Google Trends in European countriesAquaponicsInnovation food productionGoogle trendsEuropean Aquaponics HUBAquaponics, an innovation in agricultural systems of production and food supply which combines aquaculture fish production with hydroponic production of vegetables, represents a valuable option to overcome the food needs of a constantly increasing world population, it can do so by improving production and supply with less inputs and in a sustainable way. Despite recent developments in this scientific area, there are still not enough commercial firms at a European level that allow for a consistent view of how this activity is evolving in society, as well as, to understand the impact of Aquaponics Hub in promoting the development of this activity in Europe - aquaponics is still at an early age and, despite innovative, it needs time to grow and evolve. Thus, we used Google Trends data and a quantitative methodology, multivariate analysis and econometric models, in order to both nowcast and forecast insights about the importance, the role and the new trends in aquaponics. The results show an interesting trend of increasing popularity in aquaponics search terms as a proxi of aquaponics development in Europe, mainly in all the European countries belonging to the Aquaponics Hub. However, we conclude that there is still a long way to go for aquaponics before it becomes a commercial activity at economic level. Hence, European and public decision-makers are urged to be more concerned about legislation and the allocation of funds for research and for the commercial investment of companies and for their promotion and development in aquaponics.ElsevierRCIPLDos Santos, Maria José Palma Lampreia2018-10-12T11:19:34Z2018-092018-09-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.21/8918engDOS SANTOS, Maria José Palma L. - Nowcasting and forecasting aquaponics by Google Trends in European countries. “Technological Forecasting & Social Change”. [S.l.]: Elsevier. ISSN 0040-1625. Vol.134, (set 2018), pp. 178-1850040-1625https://doi.org/10.1016/j.techfore.2018.06.002info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-08-03T09:56:59Zoai:repositorio.ipl.pt:10400.21/8918Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T20:17:36.442666Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Nowcasting and forecasting aquaponics by Google Trends in European countries
title Nowcasting and forecasting aquaponics by Google Trends in European countries
spellingShingle Nowcasting and forecasting aquaponics by Google Trends in European countries
Dos Santos, Maria José Palma Lampreia
Aquaponics
Innovation food production
Google trends
European Aquaponics HUB
title_short Nowcasting and forecasting aquaponics by Google Trends in European countries
title_full Nowcasting and forecasting aquaponics by Google Trends in European countries
title_fullStr Nowcasting and forecasting aquaponics by Google Trends in European countries
title_full_unstemmed Nowcasting and forecasting aquaponics by Google Trends in European countries
title_sort Nowcasting and forecasting aquaponics by Google Trends in European countries
author Dos Santos, Maria José Palma Lampreia
author_facet Dos Santos, Maria José Palma Lampreia
author_role author
dc.contributor.none.fl_str_mv RCIPL
dc.contributor.author.fl_str_mv Dos Santos, Maria José Palma Lampreia
dc.subject.por.fl_str_mv Aquaponics
Innovation food production
Google trends
European Aquaponics HUB
topic Aquaponics
Innovation food production
Google trends
European Aquaponics HUB
description Aquaponics, an innovation in agricultural systems of production and food supply which combines aquaculture fish production with hydroponic production of vegetables, represents a valuable option to overcome the food needs of a constantly increasing world population, it can do so by improving production and supply with less inputs and in a sustainable way. Despite recent developments in this scientific area, there are still not enough commercial firms at a European level that allow for a consistent view of how this activity is evolving in society, as well as, to understand the impact of Aquaponics Hub in promoting the development of this activity in Europe - aquaponics is still at an early age and, despite innovative, it needs time to grow and evolve. Thus, we used Google Trends data and a quantitative methodology, multivariate analysis and econometric models, in order to both nowcast and forecast insights about the importance, the role and the new trends in aquaponics. The results show an interesting trend of increasing popularity in aquaponics search terms as a proxi of aquaponics development in Europe, mainly in all the European countries belonging to the Aquaponics Hub. However, we conclude that there is still a long way to go for aquaponics before it becomes a commercial activity at economic level. Hence, European and public decision-makers are urged to be more concerned about legislation and the allocation of funds for research and for the commercial investment of companies and for their promotion and development in aquaponics.
publishDate 2018
dc.date.none.fl_str_mv 2018-10-12T11:19:34Z
2018-09
2018-09-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.21/8918
url http://hdl.handle.net/10400.21/8918
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv DOS SANTOS, Maria José Palma L. - Nowcasting and forecasting aquaponics by Google Trends in European countries. “Technological Forecasting & Social Change”. [S.l.]: Elsevier. ISSN 0040-1625. Vol.134, (set 2018), pp. 178-185
0040-1625
https://doi.org/10.1016/j.techfore.2018.06.002
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
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dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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