A leaf area model to simulate cultivar-specific expansion and senescence of maize leaves

被引:133
作者
Lizaso, JI
Batchelor, WD
Westgate, ME
机构
[1] Iowa State Univ, Dept Agr & Biosyst Engn, Ames, IA 50011 USA
[2] Iowa State Univ, Dept Agron, Ames, IA 50011 USA
关键词
maize crop modeling; leaf area; leaf expansion; leaf senescence; leaf longevity; CERES-Maize;
D O I
10.1016/S0378-4290(02)00151-X
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
Accurate prediction of leaf area is critical for precise forecasting of crop growth and yield by most crop simulation models. Most maize (Zea mays L.) models simulate canopy growth using generic functions. In this paper, we present a new leaf area model that can simulate cultivar-specific growth of individual leaves of maize. The new model was linked to CERES-Maize and validated for several cultivars and environments. The model describes three processes of the life cycle of leaves articulated in a dynamic thermal time framework: expansion, longevity and senescence. Calculations are performed on a per leaf basis since current environmental conditions and stresses affect specific processes on individual leaves. Three cultivar-specific inputs are used to distinguish genotypes. These are: area of largest leaf (cm 2), longevity of most longevous leaf (growing degree days, base temperature 8 degreesC), and final leaf number. We tested the model by linking it to CERES-Maize and making the expansion and senescence processes responsive to the canopy-based carbon balance and stress indices of CERES. Model predictions were compared with field measured leaf area for different genotypes and with data available in DSSAT (version 3.5). The new model improved the accuracy of leaf area prediction compared to the original CERES-Maize. Our evaluation also showed that the carbon balance in CERES does not simulate correctly the effect of reduced assimilate supply for leaf growth caused by interplant competition. A sensitivity analysis revealed that this new leaf area model is very sensitive to the number of leaves predicted. The new model provides a flexible system to simulate area of leaves in maize. It also facilitates the evaluation and calibration of carbon, water, and nitrogen balances at the leaf level. (C) 2003 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:1 / 17
页数:17
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