Decision support systems and models for aiding irrigation and nutrient management of vegetable crops

被引:67
|
作者
Gallardo, Marisa [1 ,2 ]
Elia, Antonio [3 ]
Thompson, Rodney B. [1 ,2 ]
机构
[1] Univ Almeria, Dept Agron, Carretera Sacramento S-N, Almeria 04120, Spain
[2] Univ Almeria, CIAIMBITAL Res Ctr Mediterranean Intens Agrosyst, Almeria, Spain
[3] Univ Foggia, Dept Sci Agr Food & Environm, Foggia, Italy
关键词
DSS; Internet of things; Digitalization; Vegetable production; Nitrogen; Sustainable production; EU-ROTATE-N; STEM DIAMETER VARIATIONS; NITRATE LEACHING LOSS; VEGSYST MODEL; WATER-STRESS; MEDITERRANEAN GREENHOUSES; HORTICULTURAL CROPS; OPTIMIZING NITROGEN; LEAFY VEGETABLES; SIMULATION-MODEL;
D O I
10.1016/j.agwat.2020.106209
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
Vegetable growers in Europe are continually under increasing pressure to optimize irrigation and nutrient management. This results from the widespread effects of climate change and of competition from other sectors for water, and increasing societal pressure to reduce nutrient contamination of water bodies. The widespread and growing adoption of drip irrigation and fertigation provides vegetable growers with the technical infrastructure for greatly improved irrigation and nutrient management. However, quantitative decisions to achieve optimal irrigation and nutrient management, and increasingly of the two together, require complex decision-making. Numerous factors regarding climate, soil characteristics, field infrastructure, and crop characteristics need to be considered. Decision Support Systems (DSSs) and simulation models are tools that process large and diverse amounts of information to provide irrigation and nutrient recommendations that are specific to individual crops and sites. Commonly, DSSs incorporate simulation models, which enables site and crop specific assessment, and the possibility for dynamic responses to fluctuations in climate etc. There is an on-going trend for web-based DSSs that can access on-line data bases such as of climate and soil data, and that users consult with smartphone Apps. This article firstly reviews several general aspects regarding the use of DSSs/models in commercial vegetable production, such as how to enhance their user-friendliness. Subsequently, it describes DSSs/models that have been developed or are being used to assist with irrigation or nutrient management, or both, of vegetable crops. The most relevant aspects of these DSSs/models are highlighted. In addition to DSSs/models for practical on-farm management, the use of DSSs/models for scenario analysis to demonstrate theoretical case studies to policy makers, growers and advisors is discussed. A focus throughout is on how to make these products attractive and effective to potential users. The geographical focus is on Europe; however, particularly relevant cases from elsewhere are also considered. With the current state of Information and Communication Technology (ICT), and considering the inevitable future developments, DSSs can provide vegetable growers with effective and user-friendly tools to assist them to optimize irrigation and nutrient management.
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页数:15
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