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Future Land Use for Insect Meat Production Among Countries: A Global Classification

A potentially suitable alternative to reduce land use by livestock production is insect meat production. However, land use predictions for insect meat production, which are important in the planning of food production strategies in each country, have not been well-performed. To consider the strategy...

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Detalles Bibliográficos
Autores principales: Doi, Hideyuki, Mulia, Randy Nathaniel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8185051/
https://www.ncbi.nlm.nih.gov/pubmed/34113642
http://dx.doi.org/10.3389/fnut.2021.661056
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author Doi, Hideyuki
Mulia, Randy Nathaniel
author_facet Doi, Hideyuki
Mulia, Randy Nathaniel
author_sort Doi, Hideyuki
collection PubMed
description A potentially suitable alternative to reduce land use by livestock production is insect meat production. However, land use predictions for insect meat production, which are important in the planning of food production strategies in each country, have not been well-performed. To consider the strategy of insect meat production with regard to land use, the categorical perspectives of countries would be highly useful. Here, using previous simulation results, we used random forest machine learning to classify the potential land use of 157 countries for insect meat production under future climate change. From the categorical maps, we showed the global distribution of five different country categories and found that the land area of the countries may be an important factor in considering the future increase in insect meat production. Our classification could be used to help formulate future food policies by considering the increase in insect meat production in each country, as well as regionally and/or globally.
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spelling pubmed-81850512021-06-09 Future Land Use for Insect Meat Production Among Countries: A Global Classification Doi, Hideyuki Mulia, Randy Nathaniel Front Nutr Nutrition A potentially suitable alternative to reduce land use by livestock production is insect meat production. However, land use predictions for insect meat production, which are important in the planning of food production strategies in each country, have not been well-performed. To consider the strategy of insect meat production with regard to land use, the categorical perspectives of countries would be highly useful. Here, using previous simulation results, we used random forest machine learning to classify the potential land use of 157 countries for insect meat production under future climate change. From the categorical maps, we showed the global distribution of five different country categories and found that the land area of the countries may be an important factor in considering the future increase in insect meat production. Our classification could be used to help formulate future food policies by considering the increase in insect meat production in each country, as well as regionally and/or globally. Frontiers Media S.A. 2021-05-25 /pmc/articles/PMC8185051/ /pubmed/34113642 http://dx.doi.org/10.3389/fnut.2021.661056 Text en Copyright © 2021 Doi and Mulia. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Nutrition
Doi, Hideyuki
Mulia, Randy Nathaniel
Future Land Use for Insect Meat Production Among Countries: A Global Classification
title Future Land Use for Insect Meat Production Among Countries: A Global Classification
title_full Future Land Use for Insect Meat Production Among Countries: A Global Classification
title_fullStr Future Land Use for Insect Meat Production Among Countries: A Global Classification
title_full_unstemmed Future Land Use for Insect Meat Production Among Countries: A Global Classification
title_short Future Land Use for Insect Meat Production Among Countries: A Global Classification
title_sort future land use for insect meat production among countries: a global classification
topic Nutrition
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8185051/
https://www.ncbi.nlm.nih.gov/pubmed/34113642
http://dx.doi.org/10.3389/fnut.2021.661056
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