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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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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. |
format | Online Article Text |
id | pubmed-8185051 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT doihideyuki futurelanduseforinsectmeatproductionamongcountriesaglobalclassification AT muliarandynathaniel futurelanduseforinsectmeatproductionamongcountriesaglobalclassification |