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Considering uncertainties expands the lower tail of maize yield projections

Crop yields are sensitive to extreme weather events. Improving the understanding of the mechanisms and the drivers of the projection uncertainties can help to improve decisions. Previous studies have provided important insights, but often sample only a small subset of potentially important uncertain...

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Detalles Bibliográficos
Autores principales: Ye, Haochen, Nicholas, Robert E., Roth, Samantha, Keller, Klaus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8601471/
https://www.ncbi.nlm.nih.gov/pubmed/34793467
http://dx.doi.org/10.1371/journal.pone.0259180
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author Ye, Haochen
Nicholas, Robert E.
Roth, Samantha
Keller, Klaus
author_facet Ye, Haochen
Nicholas, Robert E.
Roth, Samantha
Keller, Klaus
author_sort Ye, Haochen
collection PubMed
description Crop yields are sensitive to extreme weather events. Improving the understanding of the mechanisms and the drivers of the projection uncertainties can help to improve decisions. Previous studies have provided important insights, but often sample only a small subset of potentially important uncertainties. Here we expand on a previous statistical modeling approach by refining the analyses of two uncertainty sources. Specifically, we assess the effects of uncertainties surrounding crop-yield model parameters and climate forcings on projected crop yield. We focus on maize yield projections in the eastern U.S.in this century. We quantify how considering more uncertainties expands the lower tail of yield projections. We characterized the relative importance of each uncertainty source and show that the uncertainty surrounding yield model parameters is the main driver of yield projection uncertainty.
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spelling pubmed-86014712021-11-19 Considering uncertainties expands the lower tail of maize yield projections Ye, Haochen Nicholas, Robert E. Roth, Samantha Keller, Klaus PLoS One Research Article Crop yields are sensitive to extreme weather events. Improving the understanding of the mechanisms and the drivers of the projection uncertainties can help to improve decisions. Previous studies have provided important insights, but often sample only a small subset of potentially important uncertainties. Here we expand on a previous statistical modeling approach by refining the analyses of two uncertainty sources. Specifically, we assess the effects of uncertainties surrounding crop-yield model parameters and climate forcings on projected crop yield. We focus on maize yield projections in the eastern U.S.in this century. We quantify how considering more uncertainties expands the lower tail of yield projections. We characterized the relative importance of each uncertainty source and show that the uncertainty surrounding yield model parameters is the main driver of yield projection uncertainty. Public Library of Science 2021-11-18 /pmc/articles/PMC8601471/ /pubmed/34793467 http://dx.doi.org/10.1371/journal.pone.0259180 Text en © 2021 Ye 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
Ye, Haochen
Nicholas, Robert E.
Roth, Samantha
Keller, Klaus
Considering uncertainties expands the lower tail of maize yield projections
title Considering uncertainties expands the lower tail of maize yield projections
title_full Considering uncertainties expands the lower tail of maize yield projections
title_fullStr Considering uncertainties expands the lower tail of maize yield projections
title_full_unstemmed Considering uncertainties expands the lower tail of maize yield projections
title_short Considering uncertainties expands the lower tail of maize yield projections
title_sort considering uncertainties expands the lower tail of maize yield projections
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8601471/
https://www.ncbi.nlm.nih.gov/pubmed/34793467
http://dx.doi.org/10.1371/journal.pone.0259180
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