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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：31/0  |  提交时间：2023/11/17
Knowledge  and data-driven modelling  Machine learning  Process-based models  yield prediction  
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：168/0  |  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/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：371/91  |  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  
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：340/91  |  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：210/29  |  提交时间：2018/10/19
作物单产量预测  
A knowledge-and-data-driven modeling approach for simulating plant growth: A case study on tomato growth 期刊论文
ECOLOGICAL MODELLING, 2015, 卷号: 312, 页码: 363-373
作者:  Fan, Xing-Rong;  Kang, Meng-Zhen;  Heuvelink, Ep;  de Reffye, Philippe;  Hu, Bao-Gang;  Kang MZ(康孟珍)
浏览  |  Adobe PDF(1168Kb)  |  收藏  |  浏览/下载：485/59  |  提交时间：2015/09/23
Data-driven Model  Knowledge-driven Model  Greenlab  Knowledge-and-data-driven Model  Model Integration  Plant Growth Modeling  
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：18/6  |  提交时间：2023/05/05
An optimal control methodology for plant growth-Case study of a water supply problem of sunflower 期刊论文
MATHEMATICS AND COMPUTERS IN SIMULATION, 2012, 卷号: 82, 期号: 5, 页码: 909-923
作者:  Wu, Lin;  Le Dimet, Francois-Xavier;  de Reffye, Philippe;  Hug, Bao-Gang;  Cournede, Paul-Henry;  Kang, Meng-Zhen
浏览  |  Adobe PDF(757Kb)  |  收藏  |  浏览/下载：359/95  |  提交时间：2015/08/12
Functional-structural Plant Model  Dynamical System  Optimal Control  Adjoint Model  
一种基于动态子结构的三维虚拟植物构建和存储方法 专利
专利类型: 发明, 专利号: CN201010603180.4, 申请日期: 2010-12-23, 公开日期: 2011-04-27
发明人:  康孟珍;  华净;  胡包钢
浏览  |  Adobe PDF(853Kb)  |  收藏  |  浏览/下载：247/56  |  提交时间：2015/09/22
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：244/64  |  提交时间：2015/11/08
Greenlab  Analytical Moments  Recurrent Computation  Bud Probability  Stochastic Functional-structural Plant Model