Assessing the Performance of the WOFOST Model in Simulating Jujube Fruit Tree Growth under Different Irrigation Regimes
文献类型: 外文期刊
第一作者: Bai, Tiecheng
作者: Bai, Tiecheng;Zhang, Nannan;Bai, Tiecheng;Mercatoris, Benoit;Chen, Youqi
作者机构:
关键词: jujube fruit; crop growth model; soil water balance; irrigation degree; growth simulation
期刊名称:SUSTAINABILITY ( 影响因子:3.251; 五年影响因子:3.473 )
ISSN: 2071-1050
年卷期: 2019 年 11 卷 5 期
页码:
收录情况: SCI
摘要: Cropping system models are widely employed to evaluate plant water requirements and growth situations. However, these models rarely focus on growth studies of perennial fruit trees. The aim of this study was to evaluate the performance of the WOFOST (WOrld FOod STudies) model in simulating jujube fruit tree growth under different irrigation treatments. The model was calibrated on data obtained from full irrigation treatments in 2016 and 2017. The model was validated on four deficit percentages (60%, 70%, 80%, and 90%) and one full irrigation treatment from 2016 to 2018. Calibrated R-2 and RMSE values of simulated versus measured soil moisture content, excluding samples on the day of irrigation and first day after irrigation, reached 0.94 and 0.005 cm(3) cm(-3). The model reproduced growth dynamics of the total biomass and leaf area index, with a validated R-2 = 0.967 and RMSE = 0.915 t ha(-1), and R-2 = 0.962 and RMSE = 0.160 m(2) m(-2), respectively. The model also showed good global performance, with R-2 = 0.86 and RMSE = 0.51 t ha(-1), as well as good local agreement (R-2 >= 0.8) and prediction accuracy (RMSE <= 0.62 t ha(-1)) for each growth season. Furthermore, 90% of full irrigation can be recommended to achieve a balance between jujube yields and water savings (average decline ratio of yield <= 3.8%).
分类号:
- 相关文献
作者其他论文 更多>>
-
The Mitogenomic Landscape of Hexacorallia Corals: Insight into Their Slow Evolution
作者:Wei, Zhanfei;Shao, Changwei;Wei, Zhanfei;Yang, Yang;Zhang, Nannan;Liu, Shanshan;Meng, Liang;Yang, Yang;Meng, Lihui;Li, Yang
关键词:deep-sea corals; Hexacorallia; mitogenomes; phylogenetics
-
Genome-wide identification and expression analysis of the cyclic nucleotide-gated ion channel (CNGC) gene family in Saccharum spontaneum
作者:Zhang, Nannan;Lin, Huanzhang;Zeng, Qiaoying;Fu, Danwen;Gao, Xiaoning;Wu, Jiayun;Wang, Qinnan;Ling, Qiuping;Wu, Zilin;Lin, Huanzhang;Feng, Xiaomin
关键词:CNGC; Saccharum spontaneum; Development; Circadian rhythm; Low-K+ stress
-
Model prediction of herbicide residues in soybean oil: Relationship between physicochemical properties and processing factors
作者:Zhang, Jia;Li, Minmin;Quan, Rui;Gao, Tengfei;Fan, Bei;Wang, Fengzhong;Kong, Zhiqiang;Bai, Tiecheng;Duan, Lifang;Liu, Yongguo
关键词:Cold-/hot-pressing; Multiple linear regression; Octanol-water partition coefficient; Water solubility; Melting point
-
Improving Wheat Yield Prediction Accuracy Using LSTM-RF Framework Based on UAV Thermal Infrared and Multispectral Imagery
作者:Shen, Yulin;Cao, Zhen;Guo, Leifeng;Shen, Yulin;Mercatoris, Benoit;Kwan, Paul;Yao, Hongxun;Cheng, Qian
关键词:UAV; wheat yield; multispectral; thermal infrared; long short-term memory network
-
Growth simulation and yield prediction for perennial jujube fruit tree by integrating age into the WOFOST model
作者:Bai Tie-cheng;Mercatoris, Benoit;Bai Tie-cheng;Wang Tao;Zhang Nan-nan;Chen You-qi
关键词:fruit tree; growth simulation; yield forecasting; crop model; tree age
-
Assimilation of Remotely-Sensed LAI into WOFOST Model with the SUBPLEX Algorithm for Improving the Field-Scale Jujube Yield Forecasts
作者:Bai, Tiecheng;Wang, Shanggui;Meng, Wenbo;Zhang, Nannan;Wang, Tao;Bai, Tiecheng;Mercatoris, Benoit;Chen, Youqi
关键词:assimilation method; SUBPLEX; remote sensing; WOFOST model; jujube yield estimation
-
Comparison of Near-Infrared Spectrum Pretreatment Methods for Jujube Leaf Moisture Content Detection in the Sand and Dust area of Southern Xinjiang
作者:Bai Tie-cheng;Mercatoris, Benoit;Bai Tie-cheng;Wang Tao;Chen You-qi
关键词:Leaf moisture content; Near-infrared spectrum; Scattering noise; Pretreatment methods; Multiple scatter correction