中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
A new methodology based on sensitivity analysis to simplify the recalibration of functional-structural plant models in new conditions

文献类型:期刊论文

作者Mathieu, Amelie1; Vidal, Tiphaine1; Jullien, Alexandra1; Wu, QiongLi3; Chambon, Camille1; Bayol, Benoit2; Cournede, Paul-Henry2
刊名ANNALS OF BOTANY
出版日期2018-09-01
卷号122期号:3页码:397-408
关键词Global Sensitivity Analysis Sobol Indices Winter Oilseed Rape Functional-structural Plant Model Generalized Least Squares Parameter Estimation Model Calibration Akaike Information Criterion
ISSN号0305-7364
DOI10.1093/aob/mcy080
文献子类Article
英文摘要Background and Aims Functional-structural plant models (FSPMs) describe explicitly the interactions between plants and their environment at organ to plant scale. however, the high level of description of the structure or model mechanisms makes this type of model very complex and hard to calibrate. A two-step methodology to facilitate the calibration process is proposed here.
WOS关键词WINTER OILSEED RAPE ; PARAMETER OPTIMIZATION ; FIELD VALIDATION ; GROWTH ; SIMULATION ; GREENLAB ; UNCERTAINTY ; EFFICIENCY ; GENOTYPE ; FRUIT
WOS研究方向Plant Sciences
语种英语
WOS记录号WOS:000442923400007
出版者OXFORD UNIV PRESS
资助机构National Natural Science Foundation of China (NSFC)(31600290) ; National Natural Science Foundation of China (NSFC)(31600290) ; National Natural Science Foundation of China (NSFC)(31600290) ; National Natural Science Foundation of China (NSFC)(31600290) ; National Natural Science Foundation of China (NSFC)(31600290) ; National Natural Science Foundation of China (NSFC)(31600290) ; National Natural Science Foundation of China (NSFC)(31600290) ; National Natural Science Foundation of China (NSFC)(31600290)
源URL[http://ir.wipm.ac.cn/handle/112942/13044]  
专题中国科学院武汉物理与数学研究所
通讯作者Mathieu, Amelie
作者单位1.Univ Paris Saclay, AgroParisTech, INRA, UMR ECOSYS, F-78850 Thiverval Grignon, France
2.Univ Paris Saclay, Cent Supelec, MICS Lab, F-91190 Gif Sur Yvette, France
3.Chinese Acad Sci, Wuhan Inst Phys & Math, Wuhan 430071, Peoples R China
推荐引用方式
GB/T 7714
Mathieu, Amelie,Vidal, Tiphaine,Jullien, Alexandra,et al. A new methodology based on sensitivity analysis to simplify the recalibration of functional-structural plant models in new conditions[J]. ANNALS OF BOTANY,2018,122(3):397-408.
APA Mathieu, Amelie.,Vidal, Tiphaine.,Jullien, Alexandra.,Wu, QiongLi.,Chambon, Camille.,...&Cournede, Paul-Henry.(2018).A new methodology based on sensitivity analysis to simplify the recalibration of functional-structural plant models in new conditions.ANNALS OF BOTANY,122(3),397-408.
MLA Mathieu, Amelie,et al."A new methodology based on sensitivity analysis to simplify the recalibration of functional-structural plant models in new conditions".ANNALS OF BOTANY 122.3(2018):397-408.

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来源:武汉物理与数学研究所

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