Call for Participation: Collaborative Benchmarking of Functional-Structural Root Architecture Models. The Case of Root Water Uptake
Three-dimensional models of root growth, architecture and function are becoming important tools that aid the design of agricultural management schemes and the selection of beneficial root traits. However, while benchmarking is common in many disciplines that use numerical models, such as natural and...
Ausführliche Beschreibung
Autor*in: |
Andrea Schnepf [verfasserIn] Christopher K. Black [verfasserIn] Valentin Couvreur [verfasserIn] Benjamin M. Delory [verfasserIn] Claude Doussan [verfasserIn] Axelle Koch [verfasserIn] Timo Koch [verfasserIn] Mathieu Javaux [verfasserIn] Magdalena Landl [verfasserIn] Daniel Leitner [verfasserIn] Guillaume Lobet [verfasserIn] Trung Hieu Mai [verfasserIn] Félicien Meunier [verfasserIn] Lukas Petrich [verfasserIn] Johannes A. Postma [verfasserIn] Eckart Priesack [verfasserIn] Volker Schmidt [verfasserIn] Jan Vanderborght [verfasserIn] Harry Vereecken [verfasserIn] Matthias Weber [verfasserIn] |
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E-Artikel |
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Sprache: |
Englisch |
Erschienen: |
2020 |
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In: Frontiers in Plant Science - Frontiers Media S.A., 2011, 11(2020) |
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Übergeordnetes Werk: |
volume:11 ; year:2020 |
Links: |
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DOI / URN: |
10.3389/fpls.2020.00316 |
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Katalog-ID: |
DOAJ039897893 |
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520 | |a Three-dimensional models of root growth, architecture and function are becoming important tools that aid the design of agricultural management schemes and the selection of beneficial root traits. However, while benchmarking is common in many disciplines that use numerical models, such as natural and engineering sciences, functional-structural root architecture models have never been systematically compared. The following reasons might induce disagreement between the simulation results of different models: different representation of root growth, sink term of root water and solute uptake and representation of the rhizosphere. Presently, the extent of discrepancies is unknown, and a framework for quantitatively comparing functional-structural root architecture models is required. We propose, in a first step, to define benchmarking scenarios that test individual components of complex models: root architecture, water flow in soil and water flow in roots. While the latter two will focus mainly on comparing numerical aspects, the root architectural models have to be compared at a conceptual level as they generally differ in process representation. Therefore, defining common inputs that allow recreating reference root systems in all models will be a key challenge. In a second step, benchmarking scenarios for the coupled problems are defined. We expect that the results of step 1 will enable us to better interpret differences found in step 2. This benchmarking will result in a better understanding of the different models and contribute toward improving them. Improved models will allow us to simulate various scenarios with greater confidence and avoid bugs, numerical errors or conceptual misunderstandings. This work will set a standard for future model development. | ||
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10.3389/fpls.2020.00316 doi (DE-627)DOAJ039897893 (DE-599)DOAJ746b3e87e301420bb4c93dfdff2528d7 DE-627 ger DE-627 rakwb eng SB1-1110 Andrea Schnepf verfasserin aut Call for Participation: Collaborative Benchmarking of Functional-Structural Root Architecture Models. The Case of Root Water Uptake 2020 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Three-dimensional models of root growth, architecture and function are becoming important tools that aid the design of agricultural management schemes and the selection of beneficial root traits. However, while benchmarking is common in many disciplines that use numerical models, such as natural and engineering sciences, functional-structural root architecture models have never been systematically compared. The following reasons might induce disagreement between the simulation results of different models: different representation of root growth, sink term of root water and solute uptake and representation of the rhizosphere. Presently, the extent of discrepancies is unknown, and a framework for quantitatively comparing functional-structural root architecture models is required. We propose, in a first step, to define benchmarking scenarios that test individual components of complex models: root architecture, water flow in soil and water flow in roots. While the latter two will focus mainly on comparing numerical aspects, the root architectural models have to be compared at a conceptual level as they generally differ in process representation. Therefore, defining common inputs that allow recreating reference root systems in all models will be a key challenge. In a second step, benchmarking scenarios for the coupled problems are defined. We expect that the results of step 1 will enable us to better interpret differences found in step 2. This benchmarking will result in a better understanding of the different models and contribute toward improving them. Improved models will allow us to simulate various scenarios with greater confidence and avoid bugs, numerical errors or conceptual misunderstandings. This work will set a standard for future model development. functional-structural root architecture models model comparison benchmark root water uptake call for participation Plant culture Andrea Schnepf verfasserin aut Christopher K. Black verfasserin aut Valentin Couvreur verfasserin aut Benjamin M. Delory verfasserin aut Claude Doussan verfasserin aut Axelle Koch verfasserin aut Timo Koch verfasserin aut Mathieu Javaux verfasserin aut Mathieu Javaux verfasserin aut Magdalena Landl verfasserin aut Magdalena Landl verfasserin aut Daniel Leitner verfasserin aut Guillaume Lobet verfasserin aut Guillaume Lobet verfasserin aut Trung Hieu Mai verfasserin aut Félicien Meunier verfasserin aut Félicien Meunier verfasserin aut Lukas Petrich verfasserin aut Johannes A. Postma verfasserin aut Eckart Priesack verfasserin aut Volker Schmidt verfasserin aut Jan Vanderborght verfasserin aut Jan Vanderborght verfasserin aut Harry Vereecken verfasserin aut Harry Vereecken verfasserin aut Matthias Weber verfasserin aut In Frontiers in Plant Science Frontiers Media S.A., 2011 11(2020) (DE-627)662359240 (DE-600)2613694-6 1664462X nnns volume:11 year:2020 https://doi.org/10.3389/fpls.2020.00316 kostenfrei https://doaj.org/article/746b3e87e301420bb4c93dfdff2528d7 kostenfrei https://www.frontiersin.org/article/10.3389/fpls.2020.00316/full kostenfrei https://doaj.org/toc/1664-462X Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ SSG-OLC-PHA GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_39 GBV_ILN_40 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_602 GBV_ILN_2003 GBV_ILN_2014 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 11 2020 |
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10.3389/fpls.2020.00316 doi (DE-627)DOAJ039897893 (DE-599)DOAJ746b3e87e301420bb4c93dfdff2528d7 DE-627 ger DE-627 rakwb eng SB1-1110 Andrea Schnepf verfasserin aut Call for Participation: Collaborative Benchmarking of Functional-Structural Root Architecture Models. The Case of Root Water Uptake 2020 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Three-dimensional models of root growth, architecture and function are becoming important tools that aid the design of agricultural management schemes and the selection of beneficial root traits. However, while benchmarking is common in many disciplines that use numerical models, such as natural and engineering sciences, functional-structural root architecture models have never been systematically compared. The following reasons might induce disagreement between the simulation results of different models: different representation of root growth, sink term of root water and solute uptake and representation of the rhizosphere. Presently, the extent of discrepancies is unknown, and a framework for quantitatively comparing functional-structural root architecture models is required. We propose, in a first step, to define benchmarking scenarios that test individual components of complex models: root architecture, water flow in soil and water flow in roots. While the latter two will focus mainly on comparing numerical aspects, the root architectural models have to be compared at a conceptual level as they generally differ in process representation. Therefore, defining common inputs that allow recreating reference root systems in all models will be a key challenge. In a second step, benchmarking scenarios for the coupled problems are defined. We expect that the results of step 1 will enable us to better interpret differences found in step 2. This benchmarking will result in a better understanding of the different models and contribute toward improving them. Improved models will allow us to simulate various scenarios with greater confidence and avoid bugs, numerical errors or conceptual misunderstandings. This work will set a standard for future model development. functional-structural root architecture models model comparison benchmark root water uptake call for participation Plant culture Andrea Schnepf verfasserin aut Christopher K. Black verfasserin aut Valentin Couvreur verfasserin aut Benjamin M. Delory verfasserin aut Claude Doussan verfasserin aut Axelle Koch verfasserin aut Timo Koch verfasserin aut Mathieu Javaux verfasserin aut Mathieu Javaux verfasserin aut Magdalena Landl verfasserin aut Magdalena Landl verfasserin aut Daniel Leitner verfasserin aut Guillaume Lobet verfasserin aut Guillaume Lobet verfasserin aut Trung Hieu Mai verfasserin aut Félicien Meunier verfasserin aut Félicien Meunier verfasserin aut Lukas Petrich verfasserin aut Johannes A. Postma verfasserin aut Eckart Priesack verfasserin aut Volker Schmidt verfasserin aut Jan Vanderborght verfasserin aut Jan Vanderborght verfasserin aut Harry Vereecken verfasserin aut Harry Vereecken verfasserin aut Matthias Weber verfasserin aut In Frontiers in Plant Science Frontiers Media S.A., 2011 11(2020) (DE-627)662359240 (DE-600)2613694-6 1664462X nnns volume:11 year:2020 https://doi.org/10.3389/fpls.2020.00316 kostenfrei https://doaj.org/article/746b3e87e301420bb4c93dfdff2528d7 kostenfrei https://www.frontiersin.org/article/10.3389/fpls.2020.00316/full kostenfrei https://doaj.org/toc/1664-462X Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ SSG-OLC-PHA GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_39 GBV_ILN_40 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_602 GBV_ILN_2003 GBV_ILN_2014 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 11 2020 |
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Call for Participation: Collaborative Benchmarking of Functional-Structural Root Architecture Models. The Case of Root Water Uptake |
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Andrea Schnepf |
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Andrea Schnepf Christopher K. Black Valentin Couvreur Benjamin M. Delory Claude Doussan Axelle Koch Timo Koch Mathieu Javaux Magdalena Landl Daniel Leitner Guillaume Lobet Trung Hieu Mai Félicien Meunier Lukas Petrich Johannes A. Postma Eckart Priesack Volker Schmidt Jan Vanderborght Harry Vereecken Matthias Weber |
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call for participation: collaborative benchmarking of functional-structural root architecture models. the case of root water uptake |
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Call for Participation: Collaborative Benchmarking of Functional-Structural Root Architecture Models. The Case of Root Water Uptake |
abstract |
Three-dimensional models of root growth, architecture and function are becoming important tools that aid the design of agricultural management schemes and the selection of beneficial root traits. However, while benchmarking is common in many disciplines that use numerical models, such as natural and engineering sciences, functional-structural root architecture models have never been systematically compared. The following reasons might induce disagreement between the simulation results of different models: different representation of root growth, sink term of root water and solute uptake and representation of the rhizosphere. Presently, the extent of discrepancies is unknown, and a framework for quantitatively comparing functional-structural root architecture models is required. We propose, in a first step, to define benchmarking scenarios that test individual components of complex models: root architecture, water flow in soil and water flow in roots. While the latter two will focus mainly on comparing numerical aspects, the root architectural models have to be compared at a conceptual level as they generally differ in process representation. Therefore, defining common inputs that allow recreating reference root systems in all models will be a key challenge. In a second step, benchmarking scenarios for the coupled problems are defined. We expect that the results of step 1 will enable us to better interpret differences found in step 2. This benchmarking will result in a better understanding of the different models and contribute toward improving them. Improved models will allow us to simulate various scenarios with greater confidence and avoid bugs, numerical errors or conceptual misunderstandings. This work will set a standard for future model development. |
abstractGer |
Three-dimensional models of root growth, architecture and function are becoming important tools that aid the design of agricultural management schemes and the selection of beneficial root traits. However, while benchmarking is common in many disciplines that use numerical models, such as natural and engineering sciences, functional-structural root architecture models have never been systematically compared. The following reasons might induce disagreement between the simulation results of different models: different representation of root growth, sink term of root water and solute uptake and representation of the rhizosphere. Presently, the extent of discrepancies is unknown, and a framework for quantitatively comparing functional-structural root architecture models is required. We propose, in a first step, to define benchmarking scenarios that test individual components of complex models: root architecture, water flow in soil and water flow in roots. While the latter two will focus mainly on comparing numerical aspects, the root architectural models have to be compared at a conceptual level as they generally differ in process representation. Therefore, defining common inputs that allow recreating reference root systems in all models will be a key challenge. In a second step, benchmarking scenarios for the coupled problems are defined. We expect that the results of step 1 will enable us to better interpret differences found in step 2. This benchmarking will result in a better understanding of the different models and contribute toward improving them. Improved models will allow us to simulate various scenarios with greater confidence and avoid bugs, numerical errors or conceptual misunderstandings. This work will set a standard for future model development. |
abstract_unstemmed |
Three-dimensional models of root growth, architecture and function are becoming important tools that aid the design of agricultural management schemes and the selection of beneficial root traits. However, while benchmarking is common in many disciplines that use numerical models, such as natural and engineering sciences, functional-structural root architecture models have never been systematically compared. The following reasons might induce disagreement between the simulation results of different models: different representation of root growth, sink term of root water and solute uptake and representation of the rhizosphere. Presently, the extent of discrepancies is unknown, and a framework for quantitatively comparing functional-structural root architecture models is required. We propose, in a first step, to define benchmarking scenarios that test individual components of complex models: root architecture, water flow in soil and water flow in roots. While the latter two will focus mainly on comparing numerical aspects, the root architectural models have to be compared at a conceptual level as they generally differ in process representation. Therefore, defining common inputs that allow recreating reference root systems in all models will be a key challenge. In a second step, benchmarking scenarios for the coupled problems are defined. We expect that the results of step 1 will enable us to better interpret differences found in step 2. This benchmarking will result in a better understanding of the different models and contribute toward improving them. Improved models will allow us to simulate various scenarios with greater confidence and avoid bugs, numerical errors or conceptual misunderstandings. This work will set a standard for future model development. |
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Call for Participation: Collaborative Benchmarking of Functional-Structural Root Architecture Models. The Case of Root Water Uptake |
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