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Simulation of winter wheat response to variable sowing dates and densities in a high-yielding environment
Crop multi-model ensembles (MME) have proven to be effective in increasing the accuracy of simulations in modelling experiments. However, the ability of MME to capture crop responses to changes in sowing dates and densities has not yet been investigated. These management interventions are some of th...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9467659/ https://www.ncbi.nlm.nih.gov/pubmed/35728801 http://dx.doi.org/10.1093/jxb/erac221 |
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author | Dueri, Sibylle Brown, Hamish Asseng, Senthold Ewert, Frank Webber, Heidi George, Mike Craigie, Rob Guarin, Jose Rafael Pequeno, Diego N L Stella, Tommaso Ahmed, Mukhtar Alderman, Phillip D Basso, Bruno Berger, Andres G Mujica, Gennady Bracho Cammarano, Davide Chen, Yi Dumont, Benjamin Rezaei, Ehsan Eyshi Fereres, Elias Ferrise, Roberto Gaiser, Thomas Gao, Yujing Garcia-Vila, Margarita Gayler, Sebastian Hochman, Zvi Hoogenboom, Gerrit Kersebaum, Kurt C Nendel, Claas Olesen, Jørgen E Padovan, Gloria Palosuo, Taru Priesack, Eckart Pullens, Johannes W M Rodríguez, Alfredo Rötter, Reimund P Ramos, Margarita Ruiz Semenov, Mikhail A Senapati, Nimai Siebert, Stefan Srivastava, Amit Kumar Stöckle, Claudio Supit, Iwan Tao, Fulu Thorburn, Peter Wang, Enli Weber, Tobias Karl David Xiao, Liujun Zhao, Chuang Zhao, Jin Zhao, Zhigan Zhu, Yan Martre, Pierre |
author_facet | Dueri, Sibylle Brown, Hamish Asseng, Senthold Ewert, Frank Webber, Heidi George, Mike Craigie, Rob Guarin, Jose Rafael Pequeno, Diego N L Stella, Tommaso Ahmed, Mukhtar Alderman, Phillip D Basso, Bruno Berger, Andres G Mujica, Gennady Bracho Cammarano, Davide Chen, Yi Dumont, Benjamin Rezaei, Ehsan Eyshi Fereres, Elias Ferrise, Roberto Gaiser, Thomas Gao, Yujing Garcia-Vila, Margarita Gayler, Sebastian Hochman, Zvi Hoogenboom, Gerrit Kersebaum, Kurt C Nendel, Claas Olesen, Jørgen E Padovan, Gloria Palosuo, Taru Priesack, Eckart Pullens, Johannes W M Rodríguez, Alfredo Rötter, Reimund P Ramos, Margarita Ruiz Semenov, Mikhail A Senapati, Nimai Siebert, Stefan Srivastava, Amit Kumar Stöckle, Claudio Supit, Iwan Tao, Fulu Thorburn, Peter Wang, Enli Weber, Tobias Karl David Xiao, Liujun Zhao, Chuang Zhao, Jin Zhao, Zhigan Zhu, Yan Martre, Pierre |
author_sort | Dueri, Sibylle |
collection | PubMed |
description | Crop multi-model ensembles (MME) have proven to be effective in increasing the accuracy of simulations in modelling experiments. However, the ability of MME to capture crop responses to changes in sowing dates and densities has not yet been investigated. These management interventions are some of the main levers for adapting cropping systems to climate change. Here, we explore the performance of a MME of 29 wheat crop models to predict the effect of changing sowing dates and rates on yield and yield components, on two sites located in a high-yielding environment in New Zealand. The experiment was conducted for 6 years and provided 50 combinations of sowing date, sowing density and growing season. We show that the MME simulates seasonal growth of wheat well under standard sowing conditions, but fails under early sowing and high sowing rates. The comparison between observed and simulated in-season fraction of intercepted photosynthetically active radiation (FIPAR) for early sown wheat shows that the MME does not capture the decrease of crop above ground biomass during winter months due to senescence. Models need to better account for tiller competition for light, nutrients, and water during vegetative growth, and early tiller senescence and tiller mortality, which are exacerbated by early sowing, high sowing densities, and warmer winter temperatures. |
format | Online Article Text |
id | pubmed-9467659 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-94676592022-09-13 Simulation of winter wheat response to variable sowing dates and densities in a high-yielding environment Dueri, Sibylle Brown, Hamish Asseng, Senthold Ewert, Frank Webber, Heidi George, Mike Craigie, Rob Guarin, Jose Rafael Pequeno, Diego N L Stella, Tommaso Ahmed, Mukhtar Alderman, Phillip D Basso, Bruno Berger, Andres G Mujica, Gennady Bracho Cammarano, Davide Chen, Yi Dumont, Benjamin Rezaei, Ehsan Eyshi Fereres, Elias Ferrise, Roberto Gaiser, Thomas Gao, Yujing Garcia-Vila, Margarita Gayler, Sebastian Hochman, Zvi Hoogenboom, Gerrit Kersebaum, Kurt C Nendel, Claas Olesen, Jørgen E Padovan, Gloria Palosuo, Taru Priesack, Eckart Pullens, Johannes W M Rodríguez, Alfredo Rötter, Reimund P Ramos, Margarita Ruiz Semenov, Mikhail A Senapati, Nimai Siebert, Stefan Srivastava, Amit Kumar Stöckle, Claudio Supit, Iwan Tao, Fulu Thorburn, Peter Wang, Enli Weber, Tobias Karl David Xiao, Liujun Zhao, Chuang Zhao, Jin Zhao, Zhigan Zhu, Yan Martre, Pierre J Exp Bot Research Papers Crop multi-model ensembles (MME) have proven to be effective in increasing the accuracy of simulations in modelling experiments. However, the ability of MME to capture crop responses to changes in sowing dates and densities has not yet been investigated. These management interventions are some of the main levers for adapting cropping systems to climate change. Here, we explore the performance of a MME of 29 wheat crop models to predict the effect of changing sowing dates and rates on yield and yield components, on two sites located in a high-yielding environment in New Zealand. The experiment was conducted for 6 years and provided 50 combinations of sowing date, sowing density and growing season. We show that the MME simulates seasonal growth of wheat well under standard sowing conditions, but fails under early sowing and high sowing rates. The comparison between observed and simulated in-season fraction of intercepted photosynthetically active radiation (FIPAR) for early sown wheat shows that the MME does not capture the decrease of crop above ground biomass during winter months due to senescence. Models need to better account for tiller competition for light, nutrients, and water during vegetative growth, and early tiller senescence and tiller mortality, which are exacerbated by early sowing, high sowing densities, and warmer winter temperatures. Oxford University Press 2022-06-21 /pmc/articles/PMC9467659/ /pubmed/35728801 http://dx.doi.org/10.1093/jxb/erac221 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of the Society for Experimental Biology. 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 reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Papers Dueri, Sibylle Brown, Hamish Asseng, Senthold Ewert, Frank Webber, Heidi George, Mike Craigie, Rob Guarin, Jose Rafael Pequeno, Diego N L Stella, Tommaso Ahmed, Mukhtar Alderman, Phillip D Basso, Bruno Berger, Andres G Mujica, Gennady Bracho Cammarano, Davide Chen, Yi Dumont, Benjamin Rezaei, Ehsan Eyshi Fereres, Elias Ferrise, Roberto Gaiser, Thomas Gao, Yujing Garcia-Vila, Margarita Gayler, Sebastian Hochman, Zvi Hoogenboom, Gerrit Kersebaum, Kurt C Nendel, Claas Olesen, Jørgen E Padovan, Gloria Palosuo, Taru Priesack, Eckart Pullens, Johannes W M Rodríguez, Alfredo Rötter, Reimund P Ramos, Margarita Ruiz Semenov, Mikhail A Senapati, Nimai Siebert, Stefan Srivastava, Amit Kumar Stöckle, Claudio Supit, Iwan Tao, Fulu Thorburn, Peter Wang, Enli Weber, Tobias Karl David Xiao, Liujun Zhao, Chuang Zhao, Jin Zhao, Zhigan Zhu, Yan Martre, Pierre Simulation of winter wheat response to variable sowing dates and densities in a high-yielding environment |
title | Simulation of winter wheat response to variable sowing dates and densities in a high-yielding environment |
title_full | Simulation of winter wheat response to variable sowing dates and densities in a high-yielding environment |
title_fullStr | Simulation of winter wheat response to variable sowing dates and densities in a high-yielding environment |
title_full_unstemmed | Simulation of winter wheat response to variable sowing dates and densities in a high-yielding environment |
title_short | Simulation of winter wheat response to variable sowing dates and densities in a high-yielding environment |
title_sort | simulation of winter wheat response to variable sowing dates and densities in a high-yielding environment |
topic | Research Papers |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9467659/ https://www.ncbi.nlm.nih.gov/pubmed/35728801 http://dx.doi.org/10.1093/jxb/erac221 |
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