VARIwise: A general-purpose adaptive control simulation framework for spatially and temporally varied irrigation at sub-field scale

被引:30
作者
McCarthy, Alison C. [1 ]
Hancock, Nigel H. [1 ]
Raine, Steven R. [1 ]
机构
[1] Univ So Queensland, Natl Ctr Engn Agr, Fac Engn & Surveying, Toowoomba, Qld 4350, Australia
基金
澳大利亚研究理事会;
关键词
Variable-rate irrigation; Centre pivot; Lateral move; Management; Automation; COTTON; MODEL; CROP;
D O I
10.1016/j.compag.2009.09.011
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
Irrigation control strategies may be used to improve the site-specific irrigation of cotton via lateral move and centre pivot irrigation machines. A simulation framework 'VARIwise' has been created to aid the development, evaluation and management of spatially and temporally varied site-specific irrigation control strategies. VARIwise accommodates sub-field-scale variations in all input parameters using a 1 m(2) cell size, and permits application of differing control strategies within the field, as well as differing irrigation amounts down to this scale. In this paper the motivation and objectives for the creation of VARIwise are discussed, the structure of the software is outlined and an example of the use and utility of VARIwise is presented. Three irrigation control strategies have been simulated in VARIwise using a cotton model with a range of input parameters including spatially variable soil properties, non-uniform irrigation application, three weather profiles and two crop varieties. The simulated yield and water use efficiency were affected by the combination of input parameters and the control strategy implemented. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:117 / 128
页数:12
相关论文
共 35 条
[1]  
Allen R. G., 1998, FAO Irrigation and Drainage Paper
[2]  
[Anonymous], 2005, Principles of Adaptive Filters and Self-Learning Systems
[3]  
*ASABE, 2007, S4361 ANSIASABE
[4]  
BPA, 1999, DET FRAM TERMS DEF W
[5]   Neural network-based irrigation control for precision agriculture [J].
Capraro, Flavio ;
Patino, Daniel ;
Tosetti, Santiago ;
Schugurensky, Carlos .
PROCEEDINGS OF 2008 IEEE INTERNATIONAL CONFERENCE ON NETWORKING, SENSING AND CONTROL, VOLS 1 AND 2, 2008, :357-362
[6]   A remote irrigation monitoring and control system (RIMCS) for continuous move systems. Part B: field testing and results [J].
Chavez, Jose L. ;
Pierce, Francis J. ;
Elliott, Todd V. ;
Evans, Robert G. ;
Kim, Yunseop ;
Iversen, William M. .
PRECISION AGRICULTURE, 2010, 11 (01) :11-26
[7]   A Remote Irrigation Monitoring and Control System for continuous move systems. Part A: description and development [J].
Chavez, Jose L. ;
Pierce, Francis J. ;
Elliott, Todd V. ;
Evans, Robert G. .
PRECISION AGRICULTURE, 2010, 11 (01) :1-10
[8]  
COATES RW, 2008, ASABE ANN INT M PROV
[9]   Uniformity testing of variable-rate center pivot irrigation control systems [J].
Dukes, Michael D. ;
Perry, Calvin .
PRECISION AGRICULTURE, 2006, 7 (03) :205-218
[10]  
Evans R.G., 2006, Irrigation Technologies