Assessing food availability: A novel approach for the quantitative estimation of the contribution of small farms in regional food systems in Europe

Detalhes bibliográficos
Autor(a) principal: Guiomar, Nuno
Data de Publicação: 2021
Outros Autores: Godinho, Sérgio, Rivera, Maria, Pinto-Correia, Teresa, Machado, Rui, Czekaj, Marta, Tyran, Ewa, Puchała, Jacek
Tipo de documento: Artigo
Idioma: por
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
DOI: 10.1016/j.gfs.2021.100555
Texto Completo: http://hdl.handle.net/10174/32353
https://doi.org/10.1016/j.gfs.2021.100555
Resumo: Recent findings on the contribution of smallholders to global food production and security challenge the values used in several reports of international organizations. The skewed distribution of the number of farms and the agricultural area by farm size may explain overestimations in small farms' food production. In fact, the highest values found in literature seem to be more strongly correlated to the total number of small farms than to the actual area they cover, suggesting errors in the estimation procedures. Additionally, a significant part of the small farms is not considered in official statistics, thus limiting the use of the data and also leading to underestimations. New efforts are thus needed to develop and apply methodologies to reduce the error and uncertainty of these estimates. In this paper we demonstrate the progress obtained by using a novel approach to provide new and more accurate estimates on the availability of food produced in small farms in 17 European regions (NUTS-3 level) distributed in 8 countries. Our assessment was carried out using two data sets: [1] data on crop area and production for a priori selected key products in each reference region, collected through questionnaires to small producers; [2] remote sensing-based products derived from Sentinel-1 and Sentinel-2 images, including crop type maps with ground-truth validation and small-scale farming systems probability maps. To reduce error propagation resulting from self-reported yield estimates, we used robust measures of central tendency based on Tukey's bi-weight function to compute the overall production in small farms in each region, minimizing the effect of outliers. The self-reported yields by small farmers were also compared with national and regional values of productivity per unit area and discussed in light of previous findings. Our results highlight not only the importance of small farms in the European context, but also their diversity in productivity levels. In addition to the novel methodological steps that underlie our study, which involve the combination of remote sensing data with data resulting from field surveys, the approach undertaken allows to better understand the contribution of small farmers to food security in each regional context, and the potential they have to support short food supply chains. Our findings can be key in supporting policy options that aim to enhance food security by reducing the EU footprint through strengthening and diversifying regional food systems.
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spelling Assessing food availability: A novel approach for the quantitative estimation of the contribution of small farms in regional food systems in EuropeSmall-scale farmingRemote sensing dataSelf-reported yieldsFarm size-productivity debateRecent findings on the contribution of smallholders to global food production and security challenge the values used in several reports of international organizations. The skewed distribution of the number of farms and the agricultural area by farm size may explain overestimations in small farms' food production. In fact, the highest values found in literature seem to be more strongly correlated to the total number of small farms than to the actual area they cover, suggesting errors in the estimation procedures. Additionally, a significant part of the small farms is not considered in official statistics, thus limiting the use of the data and also leading to underestimations. New efforts are thus needed to develop and apply methodologies to reduce the error and uncertainty of these estimates. In this paper we demonstrate the progress obtained by using a novel approach to provide new and more accurate estimates on the availability of food produced in small farms in 17 European regions (NUTS-3 level) distributed in 8 countries. Our assessment was carried out using two data sets: [1] data on crop area and production for a priori selected key products in each reference region, collected through questionnaires to small producers; [2] remote sensing-based products derived from Sentinel-1 and Sentinel-2 images, including crop type maps with ground-truth validation and small-scale farming systems probability maps. To reduce error propagation resulting from self-reported yield estimates, we used robust measures of central tendency based on Tukey's bi-weight function to compute the overall production in small farms in each region, minimizing the effect of outliers. The self-reported yields by small farmers were also compared with national and regional values of productivity per unit area and discussed in light of previous findings. Our results highlight not only the importance of small farms in the European context, but also their diversity in productivity levels. In addition to the novel methodological steps that underlie our study, which involve the combination of remote sensing data with data resulting from field surveys, the approach undertaken allows to better understand the contribution of small farmers to food security in each regional context, and the potential they have to support short food supply chains. Our findings can be key in supporting policy options that aim to enhance food security by reducing the EU footprint through strengthening and diversifying regional food systems.Elsevier2022-07-20T15:07:55Z2022-07-202021-06-30T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/10174/32353http://hdl.handle.net/10174/32353https://doi.org/10.1016/j.gfs.2021.100555porGuiomar, N., Godinho, S., Rivera, M., Pinto-Correia, T., Machado, R., Czekaj, M., Tyran, E., Puchała, J. (2021). Assessing food availability: A novel approach for the quantitative estimation of the contribution of small farms in regional food systems in Europe. Global Food Security, 30, 100555.https://www.sciencedirect.com/science/article/pii/S221191242100064Xnunogui@uevora.ptsgodinho@uevora.ptmrmendez@uevora.ptmtpc@uevora.ptrdpm@uevora.ptndndndGuiomar, NunoGodinho, SérgioRivera, MariaPinto-Correia, TeresaMachado, RuiCzekaj, MartaTyran, EwaPuchała, Jacekinfo: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:RCAAP2024-01-03T19:31:13Zoai:dspace.uevora.pt:10174/32353Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T01:20:39.679741Repositório 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 Assessing food availability: A novel approach for the quantitative estimation of the contribution of small farms in regional food systems in Europe
title Assessing food availability: A novel approach for the quantitative estimation of the contribution of small farms in regional food systems in Europe
spellingShingle Assessing food availability: A novel approach for the quantitative estimation of the contribution of small farms in regional food systems in Europe
Assessing food availability: A novel approach for the quantitative estimation of the contribution of small farms in regional food systems in Europe
Guiomar, Nuno
Small-scale farming
Remote sensing data
Self-reported yields
Farm size-productivity debate
Guiomar, Nuno
Small-scale farming
Remote sensing data
Self-reported yields
Farm size-productivity debate
title_short Assessing food availability: A novel approach for the quantitative estimation of the contribution of small farms in regional food systems in Europe
title_full Assessing food availability: A novel approach for the quantitative estimation of the contribution of small farms in regional food systems in Europe
title_fullStr Assessing food availability: A novel approach for the quantitative estimation of the contribution of small farms in regional food systems in Europe
Assessing food availability: A novel approach for the quantitative estimation of the contribution of small farms in regional food systems in Europe
title_full_unstemmed Assessing food availability: A novel approach for the quantitative estimation of the contribution of small farms in regional food systems in Europe
Assessing food availability: A novel approach for the quantitative estimation of the contribution of small farms in regional food systems in Europe
title_sort Assessing food availability: A novel approach for the quantitative estimation of the contribution of small farms in regional food systems in Europe
author Guiomar, Nuno
author_facet Guiomar, Nuno
Guiomar, Nuno
Godinho, Sérgio
Rivera, Maria
Pinto-Correia, Teresa
Machado, Rui
Czekaj, Marta
Tyran, Ewa
Puchała, Jacek
Godinho, Sérgio
Rivera, Maria
Pinto-Correia, Teresa
Machado, Rui
Czekaj, Marta
Tyran, Ewa
Puchała, Jacek
author_role author
author2 Godinho, Sérgio
Rivera, Maria
Pinto-Correia, Teresa
Machado, Rui
Czekaj, Marta
Tyran, Ewa
Puchała, Jacek
author2_role author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Guiomar, Nuno
Godinho, Sérgio
Rivera, Maria
Pinto-Correia, Teresa
Machado, Rui
Czekaj, Marta
Tyran, Ewa
Puchała, Jacek
dc.subject.por.fl_str_mv Small-scale farming
Remote sensing data
Self-reported yields
Farm size-productivity debate
topic Small-scale farming
Remote sensing data
Self-reported yields
Farm size-productivity debate
description Recent findings on the contribution of smallholders to global food production and security challenge the values used in several reports of international organizations. The skewed distribution of the number of farms and the agricultural area by farm size may explain overestimations in small farms' food production. In fact, the highest values found in literature seem to be more strongly correlated to the total number of small farms than to the actual area they cover, suggesting errors in the estimation procedures. Additionally, a significant part of the small farms is not considered in official statistics, thus limiting the use of the data and also leading to underestimations. New efforts are thus needed to develop and apply methodologies to reduce the error and uncertainty of these estimates. In this paper we demonstrate the progress obtained by using a novel approach to provide new and more accurate estimates on the availability of food produced in small farms in 17 European regions (NUTS-3 level) distributed in 8 countries. Our assessment was carried out using two data sets: [1] data on crop area and production for a priori selected key products in each reference region, collected through questionnaires to small producers; [2] remote sensing-based products derived from Sentinel-1 and Sentinel-2 images, including crop type maps with ground-truth validation and small-scale farming systems probability maps. To reduce error propagation resulting from self-reported yield estimates, we used robust measures of central tendency based on Tukey's bi-weight function to compute the overall production in small farms in each region, minimizing the effect of outliers. The self-reported yields by small farmers were also compared with national and regional values of productivity per unit area and discussed in light of previous findings. Our results highlight not only the importance of small farms in the European context, but also their diversity in productivity levels. In addition to the novel methodological steps that underlie our study, which involve the combination of remote sensing data with data resulting from field surveys, the approach undertaken allows to better understand the contribution of small farmers to food security in each regional context, and the potential they have to support short food supply chains. Our findings can be key in supporting policy options that aim to enhance food security by reducing the EU footprint through strengthening and diversifying regional food systems.
publishDate 2021
dc.date.none.fl_str_mv 2021-06-30T00:00:00Z
2022-07-20T15:07:55Z
2022-07-20
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/10174/32353
http://hdl.handle.net/10174/32353
https://doi.org/10.1016/j.gfs.2021.100555
url http://hdl.handle.net/10174/32353
https://doi.org/10.1016/j.gfs.2021.100555
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv Guiomar, N., Godinho, S., Rivera, M., Pinto-Correia, T., Machado, R., Czekaj, M., Tyran, E., Puchała, J. (2021). Assessing food availability: A novel approach for the quantitative estimation of the contribution of small farms in regional food systems in Europe. Global Food Security, 30, 100555.
https://www.sciencedirect.com/science/article/pii/S221191242100064X
nunogui@uevora.pt
sgodinho@uevora.pt
mrmendez@uevora.pt
mtpc@uevora.pt
rdpm@uevora.pt
nd
nd
nd
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dc.publisher.none.fl_str_mv Elsevier
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