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Machine learning versus crop growth models: an ally, not a rival 期刊论文
AOB PLANTS, 2023, 卷号: 15, 期号: 2, 页码: 7
作者:  Zhang, Ningyi;  Zhou, Xiaohan;  Kang, Mengzhen;  Hu, Bao-Gang;  Heuvelink, Ep;  Marcelis, Leo F. M.
收藏  |  浏览/下载：65/0  |  提交时间：2023/11/17
Knowledge  and data-driven modelling  Machine learning  Process-based models  yield prediction  
Simulating Tree Plasticity with a Functional-Structural Plant Model: Being Realistic in Behavior 会议论文
, Venice, Italy, Oct.27-Nov.1,2013
作者:  Haoyu Wang;  Jing Hua;  Mengzhen Kang;  Xiujuan Wang;  Philippe de Reffye;  Baogang Hu
Adobe PDF(1219Kb)  |  收藏  |  浏览/下载：62/18  |  提交时间：2023/05/05
Two decades of research with the GreenLab model in agronomy 期刊论文
ANNALS OF BOTANY, 2021, 卷号: 127, 期号: 3, 页码: 281-295
作者:  de Reffye, Philippe;  Hu, Baogang;  Kang, Mengzhen;  Letort, Veronique;  Jaeger, Marc
收藏  |  浏览/下载：215/0  |  提交时间：2021/06/15
FSPM  stochastic functional-structural plant model  organic series  organ cohorts  source and sink organs  
A knowledge-and-data-driven modeling approach for simulating plant growth and the dynamics of CO2/O-2 concentrations in a closed system of plants and humans by integrating mechanistic and empirical models 期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2018, 卷号: 148, 期号: -, 页码: 280-290
作者:  Fan, Xing-Rong;  Wang, Xiujuan;  Kang, Mengzhen;  Hua, Jing;  Guo, Shuangsheng;  de Reffye, Philippe;  Hu, Bao-Gang
浏览  |  Adobe PDF(827Kb)  |  收藏  |  浏览/下载：397/105  |  提交时间：2019/12/16
Closed Ecological Life Support System  Functional-structural Plant Model  Knowledge-and-data-driven Model  Mass Balance Model  Model Evaluation  And Model Verification  
基于知识与数据共同驱动的作物单产量预测方法 专利
专利类型: 发明专利, 专利号: ZL201410371605.1, 申请日期: 2018-01-30,
发明人:  范兴容;  康孟珍;  华净;  王秀娟;  王浩宇;  胡包钢
JPEG(52Kb)  |  收藏  |  浏览/下载：245/33  |  提交时间：2018/10/19
作物单产量预测  
一种基于作物模型的密闭系统环境因子优化调控方法 专利
专利类型: 发明, 专利号: ZL201510031385.2,
发明人:  范兴容;  康孟珍;  胡包钢;  王飞跃
浏览  |  Adobe PDF(336Kb)  |  收藏  |  浏览/下载：141/30  |  提交时间：2018/10/18
A knowledge-and-data-driven modeling approach for simulating plant growth and the dynamics of CO2/O2 concentrations in a closed system of plants and humans by integrating mechanistic and empirical models 期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2018, 卷号: 148, 期号: 0, 页码: 280-290
作者:  Fan, Xing-Rong;  Wang, Xiujuan;  Kang, Mengzhen;  Hua, Jing;  Guo, Shuangsheng;  de Reffye, Philippe;  Hu, Bao-Gang
浏览  |  Adobe PDF(827Kb)  |  收藏  |  浏览/下载：420/100  |  提交时间：2018/10/10
Closed Ecological Life Support System  Functional-structural Plant Model  Knowledge-and-data-driven Model  Mass Balance Model  Model Evaluation  And Model Verification  
Analytic Study of a Stochastic Plant Architectural Model: Application to the GreenLab Model 期刊论文
Mathematics and Computers in Simulation., 2008, 期号: 78, 页码: 57-75
作者:  Kang, Mengzhen;  Cournède, Paul-Henry;  de Reffye, Philippe;  Hu, Bao-Gang
浏览  |  Adobe PDF(1163Kb)  |  收藏  |  浏览/下载：233/45  |  提交时间：2016/04/13
Greenlab  Analytical Moments  Recurrent Computation  Bud Probability  Stochastic Functional–structural Plant Model  
Analytical study of a stochastic plant growth model: Application to the GreenLab model 期刊论文
MATHEMATICS AND COMPUTERS IN SIMULATION, 2008, 卷号: 78, 期号: 1, 页码: 57-75
作者:  Kang, M. Z.;  Cournede, P. H.;  de Reffye, P.;  Auclair, D.;  Hu, B. G.
浏览  |  Adobe PDF(1284Kb)  |  收藏  |  浏览/下载：278/71  |  提交时间：2015/11/08
Greenlab  Analytical Moments  Recurrent Computation  Bud Probability  Stochastic Functional-structural Plant Model  
Structural factorization of plants to compute their functional and architectural growth 期刊论文
SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL, 2006, 卷号: 82, 期号: 7, 页码: 427-438
作者:  Cournede, Paul-Henry;  Kang, Meng-Zhen;  Mathieu, Amelie;  Barcz, Jean-Francois;  Yan, Hong-Pin;  Hu, Bao-Gang;  de Reffye, Philippe
收藏  |  浏览/下载：231/0  |  提交时间：2015/11/06
Plant Growth Simulation  Functional Structural Plant Models  Greenlab  Structural Factorization  Growth Operator