Simulation of winter wheat response to variable sowing dates and densities in a high-yielding environment.

Multi-model ensemble sowing date sowing density tiller mortality tillering wheat yield potential

Journal

Journal of experimental botany
ISSN: 1460-2431
Titre abrégé: J Exp Bot
Pays: England
ID NLM: 9882906

Informations de publication

Date de publication:
12 09 2022
Historique:
received: 03 11 2021
accepted: 21 06 2022
pubmed: 22 6 2022
medline: 15 9 2022
entrez: 21 6 2022
Statut: ppublish

Résumé

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.

Identifiants

pubmed: 35728801
pii: 6612782
doi: 10.1093/jxb/erac221
pmc: PMC9467659
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

5715-5729

Subventions

Organisme : French National Research Institute for Agriculture, Food
Organisme : International Maize and Wheat Improvement Center
Organisme : International Wheat Yield Partnership
ID : IWYP115
Organisme : National Natural Science Foundation of China
ID : 31761143006
Organisme : BARISTA project
ID : 031B0811A
Organisme : German Federal Ministry of Education and Research
ID : 031B0513I
Organisme : German Federal Ministry of Education and Research
ID : 031B0026A
Organisme : Ministry of Education, Youth and Sports of Czech Republic
ID : CZ.02.1.01/0.0/0.0/16_019/000797
Organisme : Deutsche Forschungsgemeinschaft
ID : EXC 2070 - 390732324
Organisme : German Research Foundation
ID : 1253/1 2017
Organisme : Biotechnology and Biological Sciences Research Council
ID : BB/P016855/1
Pays : United Kingdom
Organisme : Achieving Sustainable Agricultural Systems
ID : NE/N018125/1
Organisme : Academy of Finland
ID : 316215

Informations de copyright

© The Author(s) 2022. Published by Oxford University Press on behalf of the Society for Experimental Biology.

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Auteurs

Sibylle Dueri (S)

LEPSE, Univ. Montpellier, INRAE, Institut Agro Montpellier, Montpellier, France.

Hamish Brown (H)

The New Zealand Institute for Plant & Food Research Limited, Christchurch, New Zealand.

Senthold Asseng (S)

Department of Life Science Engineering, Digital Agriculture, Technical University of Munich, Freising, Germany.

Frank Ewert (F)

Institute of Crop Science and Resource Conservation INRES, University of Bonn, Bonn, Germany.
Leibniz Centre for Agricultural Landscape Research, Müncheberg, Germany.

Heidi Webber (H)

Leibniz Centre for Agricultural Landscape Research, Müncheberg, Germany.
Brandenburg University of Technology, Faculty of Environment and Natural Sciences, Cottbus, Germany.

Mike George (M)

The New Zealand Institute for Plant & Food Research Limited, Christchurch, New Zealand.

Rob Craigie (R)

Foundation for Arable Research, Templeton, New Zealand.

Jose Rafael Guarin (JR)

Agricultural & Biological Engineering Department, University of Florida, Gainesville, FL, USA.
Center for Climate Systems Research, Earth Institute, Columbia University, New York, NY, USA.
NASA Goddard Institute for Space Studies, New York, NY, USA.

Diego N L Pequeno (DNL)

International Maize and Wheat Improvement Center (CIMMYT), Mexico DF, Mexico.

Tommaso Stella (T)

Institute of Crop Science and Resource Conservation INRES, University of Bonn, Bonn, Germany.
Leibniz Centre for Agricultural Landscape Research, Müncheberg, Germany.

Mukhtar Ahmed (M)

Department of Agronomy, Pir Mehr Ali Shah Arid Agriculture University, Rawalpindi, Pakistan.
Department of Agricultural Research for Northern Sweden, Swedish University of Agricultural Sciences Umeå, Sweden.

Phillip D Alderman (PD)

Department of Plant and Soil Sciences, Oklahoma State University, Stillwater, OK, USA.

Bruno Basso (B)

Department of Earth and Environmental Sciences, Michigan State University, East Lansing, MI, USA.
W. K. Kellogg Biological Station, Michigan State University, East Lansing, MI, USA.

Andres G Berger (AG)

National Institute of Agricultural Research (INIA), Colonia, Uruguay.

Gennady Bracho Mujica (GB)

Tropical Plant Production and Agricultural Systems Modelling (TROPAGS), University of Göttingen, Göttingen, Germany.

Davide Cammarano (D)

Department of Agroecology, Aarhus University, Tjele, Denmark.

Yi Chen (Y)

Institute of Geographical Sciences and Natural Resources Research, Chinese Academy of Science, Beijing, China.

Benjamin Dumont (B)

Plant Sciences Axis - Crop Science, Gembloux Agro-Bio Tech, University of Liege, Gembloux, Belgium.

Ehsan Eyshi Rezaei (EE)

Leibniz Centre for Agricultural Landscape Research, Müncheberg, Germany.

Elias Fereres (E)

IAS-CSIC & DAUCO, University of Cordoba, Cordoba, Spain.

Roberto Ferrise (R)

Department of Agriculture, food, environment and forestry (DAGRI), University of Florence, Florence, Italy.

Thomas Gaiser (T)

Institute of Crop Science and Resource Conservation INRES, University of Bonn, Bonn, Germany.

Yujing Gao (Y)

Agricultural & Biological Engineering Department, University of Florida, Gainesville, FL, USA.

Margarita Garcia-Vila (M)

IAS-CSIC & DAUCO, University of Cordoba, Cordoba, Spain.

Sebastian Gayler (S)

Institute of Soil Science and Land Evaluation, University of Hohenheim, Stuttgart, Germany.

Zvi Hochman (Z)

CSIRO Agriculture and Food, Brisbane, Queensland, Australia.

Gerrit Hoogenboom (G)

Agricultural & Biological Engineering Department, University of Florida, Gainesville, FL, USA.
Institute for Sustainable Food Systems, University of Florida, Gainesville, FL, USA.

Kurt C Kersebaum (KC)

Leibniz Centre for Agricultural Landscape Research, Müncheberg, Germany.
Tropical Plant Production and Agricultural Systems Modelling (TROPAGS), University of Göttingen, Göttingen, Germany.
Global Change Research Institute, Academy of Sciences of the Czech Republic, Brno, Czech Republic.

Claas Nendel (C)

Leibniz Centre for Agricultural Landscape Research, Müncheberg, Germany.
Global Change Research Institute, Academy of Sciences of the Czech Republic, Brno, Czech Republic.
Institute of Biochemistry and Biology, University of Potsdam, Potsdam, Germany.

Jørgen E Olesen (JE)

Department of Agroecology, Aarhus University, Tjele, Denmark.
Global Change Research Institute, Academy of Sciences of the Czech Republic, Brno, Czech Republic.

Gloria Padovan (G)

Department of Agriculture, food, environment and forestry (DAGRI), University of Florence, Florence, Italy.

Taru Palosuo (T)

Natural Resources Institute Finland (Luke), Helsinki, Finland.

Eckart Priesack (E)

Institute of Biochemical Plant Pathology, Helmholtz Zentrum München-German Research Center for Environmental Health, Neuherberg, Germany.

Johannes W M Pullens (JWM)

Department of Agroecology, Aarhus University, Tjele, Denmark.

Alfredo Rodríguez (A)

CEIGRAM, Technical University of Madrid, Madrid, Spain.
Department of Economic Analysis and Finances, University of Castilla-La Mancha, Toledo, Spain.

Reimund P Rötter (RP)

Tropical Plant Production and Agricultural Systems Modelling (TROPAGS), University of Göttingen, Göttingen, Germany.
Centre of Biodiversity and Sustainable Land Use (CBL), University of Göttingen, Göttingen, Germany.

Margarita Ruiz Ramos (MR)

CEIGRAM, Technical University of Madrid, Madrid, Spain.

Mikhail A Semenov (MA)

Rothamsted Research, Harpenden, UK.

Nimai Senapati (N)

Rothamsted Research, Harpenden, UK.

Stefan Siebert (S)

Centre of Biodiversity and Sustainable Land Use (CBL), University of Göttingen, Göttingen, Germany.
Department of Crop Sciences, University of Göttingen, Göttingen, Germany.

Amit Kumar Srivastava (AK)

Institute of Crop Science and Resource Conservation INRES, University of Bonn, Bonn, Germany.

Claudio Stöckle (C)

Biological Systems Engineering, Washington State University, Pullman, WA, USA.

Iwan Supit (I)

Water Systems & Global Change Group, Wageningen University, Wageningen, The Netherlands.

Fulu Tao (F)

Institute of Geographical Sciences and Natural Resources Research, Chinese Academy of Science, Beijing, China.
Natural Resources Institute Finland (Luke), Helsinki, Finland.

Peter Thorburn (P)

CSIRO Agriculture and Food, Brisbane, Queensland, Australia.

Enli Wang (E)

CSIRO Agriculture and Food, Canberra, Australian Capital Territory, Australia.

Tobias Karl David Weber (TKD)

Institute of Soil Science and Land Evaluation, University of Hohenheim, Stuttgart, Germany.

Liujun Xiao (L)

College of Environmental and Resource Sciences, Zhejiang University, Hangzhou, Zhejiang, China.
National Engineering and Technology Center for Information Agriculture, Key Laboratory for Crop System Analysis and Decision Making, Ministry of Agriculture, Jiangsu Key Laboratory for Information Agriculture, Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing Agricultural University, Nanjing, China.

Chuang Zhao (C)

College of Resources and Environmental Sciences, China Agricultural University, Beijing, China.

Jin Zhao (J)

Department of Agroecology, Aarhus University, Tjele, Denmark.
College of Resources and Environmental Sciences, China Agricultural University, Beijing, China.

Zhigan Zhao (Z)

CSIRO Agriculture and Food, Canberra, Australian Capital Territory, Australia.

Yan Zhu (Y)

National Engineering and Technology Center for Information Agriculture, Key Laboratory for Crop System Analysis and Decision Making, Ministry of Agriculture, Jiangsu Key Laboratory for Information Agriculture, Jiangsu Collaborative Innovation Center for Modern Crop Production, Nanjing Agricultural University, Nanjing, China.

Pierre Martre (P)

LEPSE, Univ. Montpellier, INRAE, Institut Agro Montpellier, Montpellier, France.

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