Evaluation and adaptation of TOMGRO model to Italian tomato protected crops

被引:11
作者
Bacci, L. [1 ]
Battista, P. [1 ]
Rapi, B. [1 ]
机构
[1] CNR, Inst Biometeorol, Florence, Italy
关键词
Solanum lycopersicum; TOMGRO model; Leaf Area Index estimation; optimal temperature; sigmoid curve; GROWTH-MODEL; CALIBRATION; VALIDATION; SIMULATION; YIELD;
D O I
10.1080/01140671.2011.623706
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
A simplified version of TOMGRO, a well-known model for tomato growth simulation, was delivered by its authors in 1999, with the aim to adapt the program to operational exigencies. This model version was chosen to integrate the functions of a decision support tool, oriented to support Italian tomato growers in soilless crop fertigation management. During the preliminary evaluation phase, its application on data collected in three greenhouse experiments conducted on tomato cv. Jama in Pisa (central Italy) in 2004 and 2005, showed an insufficient accuracy in the Leaf Area Index (LAI) estimation of tomato crops. Consequently, node number and LAI computational algorithms were modified. This paper discusses model modifications, analysing their effects on tomato growth simulation. In comparison with the observed data, the modified model showed a good enhancement of estimation accuracy of node and LAI, with significantly positive effects also on plant and fruit biomass estimation.
引用
收藏
页码:115 / 126
页数:12
相关论文
共 35 条
[1]  
Abreu P, 2001, ACTA HORTIC, V519, P141
[2]   A system for fertigation management in closed-loop soilless culture of tomato [J].
Bacci, L ;
Battista, P ;
Rapi, B ;
Pardossi, A ;
Incrocci, L ;
Carmassi, G .
PROCEEDINGS OF THE 3RD INTERNATIONAL SYMPOSIUM ON APPLICATIONS OF MODELLING AS AN INNOVATIVE TECHNOLOGY IN THE AGRI-FOOD CHAIN, 2005, (674) :263-268
[3]   A simple model for salt accumulation in closed-loop hydroponics [J].
Carmassi, G ;
Incrocci, L ;
Malorgio, M ;
Tognoni, F ;
Pardossi, A .
PROCEEDINGS OF THE SIXTH INTERNATIONAL SYMPOSIUM ON PROTECTED CULTIVATION IN MILD WINTER CLIMATE: PRODUCT AND PROCESS INNOVATION, VOLS 1 AND 2, 2003, (614) :149-154
[4]   Simulation of greenhouse management for the cultivation of tomato in the high altitude tropics [J].
Cooman, A ;
Medina, A ;
Schrevens, E ;
Tenorio, J .
Proceedings of the International Conference on Sustainable Greenhouse Systems, Vols 1 and 2, 2005, (691) :75-82
[5]   DEVELOPMENT, CALIBRATION AND VALIDATION OF A GREENHOUSE TOMATO GROWTH-MODEL .1. DESCRIPTION OF THE MODEL [J].
DAYAN, E ;
VANKEULEN, H ;
JONES, JW ;
ZIPORI, I ;
SHMUEL, D ;
CHALLA, H .
AGRICULTURAL SYSTEMS, 1993, 43 (02) :145-163
[6]   DEVELOPMENT, CALIBRATION AND VALIDATION OF A GREENHOUSE TOMATO GROWTH-MODEL .2. FIELD CALIBRATION AND VALIDATION [J].
DAYAN, E ;
VANKEULEN, H ;
JONES, JW ;
ZIPORI, I ;
SHMUEL, D ;
CHALLA, H .
AGRICULTURAL SYSTEMS, 1993, 43 (02) :165-183
[7]  
de Koning A.N. M., 1994, Development and dry matter distribution in glasshouse tomato: a quantitative approach
[8]  
de Vries F.W.T. Penning., 1989, Simulation of ecophysiological processes of growth in several annual crops
[9]   Calibration and validation of a biological model to simulate the development and production of tomatoes in Mediterranean greenhouses during winter period [J].
Dimokas, G. ;
Tchamitchian, M. ;
Kittas, C. .
BIOSYSTEMS ENGINEERING, 2009, 103 (02) :217-227
[10]  
FOX DG, 1981, B AM METEOROL SOC, V62, P599, DOI 10.1175/1520-0477(1981)062<0599:JAQMP>2.0.CO