A new methodology based on sensitivity analysis to simplify the recalibration of functional-structural plant models in new conditions

doi:10.1093/aob/mcy080

	A new methodology based on sensitivity analysis to simplify the recalibration of functional-structural plant models in new conditions
	Mathieu, Amelie 1; Vidal, Tiphaine 1; Jullien, Alexandra 1; Wu, QiongLi 3; Chambon, Camille 1; Bayol, Benoit 2; Cournede, Paul-Henry 2
刊名	ANNALS OF BOTANY
	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
DOI	10.1093/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
出版者	OXFORD UNIV PRESS
WOS记录号	WOS:000442923400007
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)
内容类型	期刊论文
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.