Coupling the STICS model and CATIMO equations to simulate the growth and nutritive value of alfalfa

IF 2 3区 农林科学 Q2 AGRONOMY
Marianne Crépeau, Guillaume Jégo, Gilles Bélanger, Loïc Strullu, Marc Duchemin, Gaëtan Tremblay
{"title":"Coupling the STICS model and CATIMO equations to simulate the growth and nutritive value of alfalfa","authors":"Marianne Crépeau,&nbsp;Guillaume Jégo,&nbsp;Gilles Bélanger,&nbsp;Loïc Strullu,&nbsp;Marc Duchemin,&nbsp;Gaëtan Tremblay","doi":"10.1002/agj2.70045","DOIUrl":null,"url":null,"abstract":"<p>Although alfalfa (<i>Medicago sativa</i> L.) is one of the most cultivated perennial forage crops in the world, little information exists on the possibility of simulating both its growth and nutritive value. Our objectives were to evaluate and improve the performance of the STICS 10.0.0 model in simulating the biomass and leaf area index (LAI) of alfalfa grown in eastern Canada, and the performance of the equations derived from the Canadian timothy model (CATIMO) to predict three attributes of alfalfa nutritive value: neutral detergent fiber (NDF), neutral detergent fiber digestibility (NDFd), and in vitro true digestibility (IVTD) of the dry matter with STICS outputs. STICS was first calibrated, and its performance to simulate the growth of two alfalfa cultivars in spring and summer was evaluated. Leaf and stem biomass outputs from STICS were then used to calibrate and evaluate the CATIMO nutritive value equations. Twenty-four datasets were used from two cultivars (Oneida VR and Calypso) and five sites in eastern Canada. STICS succeeded in simulating the aboveground biomass (normalized root mean square error [NRMSE] ≤ 27%) and the LAI (NRMSE ≤ 21%). Taproot biomass and aboveground biomass N concentration were also sufficiently well simulated. The new parameterization and modifications of the CATIMO equations allowed the model to accurately simulate the alfalfa nutritive value with NRMSE under or equal to 15%, 11%, and 5% for NDF, NDFd, and IVTD, respectively. STICS, combined with the improved nutritive value equations, is therefore suitable to simulate alfalfa growth and nutritive value in future studies.</p>","PeriodicalId":7522,"journal":{"name":"Agronomy Journal","volume":"117 2","pages":""},"PeriodicalIF":2.0000,"publicationDate":"2025-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/agj2.70045","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Agronomy Journal","FirstCategoryId":"97","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/agj2.70045","RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"AGRONOMY","Score":null,"Total":0}
引用次数: 0

Abstract

Although alfalfa (Medicago sativa L.) is one of the most cultivated perennial forage crops in the world, little information exists on the possibility of simulating both its growth and nutritive value. Our objectives were to evaluate and improve the performance of the STICS 10.0.0 model in simulating the biomass and leaf area index (LAI) of alfalfa grown in eastern Canada, and the performance of the equations derived from the Canadian timothy model (CATIMO) to predict three attributes of alfalfa nutritive value: neutral detergent fiber (NDF), neutral detergent fiber digestibility (NDFd), and in vitro true digestibility (IVTD) of the dry matter with STICS outputs. STICS was first calibrated, and its performance to simulate the growth of two alfalfa cultivars in spring and summer was evaluated. Leaf and stem biomass outputs from STICS were then used to calibrate and evaluate the CATIMO nutritive value equations. Twenty-four datasets were used from two cultivars (Oneida VR and Calypso) and five sites in eastern Canada. STICS succeeded in simulating the aboveground biomass (normalized root mean square error [NRMSE] ≤ 27%) and the LAI (NRMSE ≤ 21%). Taproot biomass and aboveground biomass N concentration were also sufficiently well simulated. The new parameterization and modifications of the CATIMO equations allowed the model to accurately simulate the alfalfa nutritive value with NRMSE under or equal to 15%, 11%, and 5% for NDF, NDFd, and IVTD, respectively. STICS, combined with the improved nutritive value equations, is therefore suitable to simulate alfalfa growth and nutritive value in future studies.

Abstract Image

耦合STICS模型和CATIMO方程模拟紫花苜蓿的生长和营养价值
虽然苜蓿(Medicago sativa L.)是世界上种植最多的多年生饲料作物之一,但关于模拟其生长和营养价值的可能性的信息很少。本研究的目的是评估和改进STICS 10.0.0模型在模拟加拿大东部苜蓿生物量和叶面积指数(LAI)方面的性能,以及从加拿大蒂莫西模型(CATIMO)导出的方程在预测苜蓿营养价值的三个属性(中性洗涤纤维(NDF)、中性洗涤纤维消化率(NDFd)和体外真消化率(IVTD)方面的性能。首先对STICS进行了标定,并对其模拟两种紫花苜蓿品种春夏生长的性能进行了评价。然后利用STICS的叶和茎生物量输出来校准和评估CATIMO营养价值方程。24个数据集来自两个品种(Oneida VR和Calypso)和加拿大东部的5个地点。STICS成功模拟了地上生物量(归一化均方根误差[NRMSE]≤27%)和LAI (NRMSE≤21%)。直根生物量和地上生物量N浓度也得到了较好的模拟。通过对CATIMO方程进行参数化和修正,该模型能够准确模拟NDF、NDFd和IVTD在NRMSE分别小于或等于15%、11%和5%时的苜蓿营养价值。因此,结合改进的营养价值方程,适合在未来的研究中模拟苜蓿的生长和营养价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Agronomy Journal
Agronomy Journal 农林科学-农艺学
CiteScore
4.70
自引率
9.50%
发文量
265
审稿时长
4.8 months
期刊介绍: After critical review and approval by the editorial board, AJ publishes articles reporting research findings in soil–plant relationships; crop science; soil science; biometry; crop, soil, pasture, and range management; crop, forage, and pasture production and utilization; turfgrass; agroclimatology; agronomic models; integrated pest management; integrated agricultural systems; and various aspects of entomology, weed science, animal science, plant pathology, and agricultural economics as applied to production agriculture. Notes are published about apparatus, observations, and experimental techniques. Observations usually are limited to studies and reports of unrepeatable phenomena or other unique circumstances. Review and interpretation papers are also published, subject to standard review. Contributions to the Forum section deal with current agronomic issues and questions in brief, thought-provoking form. Such papers are reviewed by the editor in consultation with the editorial board.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信