JAPIEST: An integral intelligent system for the diagnosis and control of tomatoes diseases and pests in hydroponic greenhouses

Automated Hydroponic Greenhouses represent novel food production systems which include modules for supervising the cultivated soil, packaging plans, as well as prevention, diagnosis and control of pests and diseases. In this setting, we propose the design and implementation of an Integral Intelligent System called JAPIEST, which is focused on the prevention, diagnosis and control of diseases that affect tomatoes (Licopersicum exculentum). Plants are farmed inside hydroponic greenhouses, whose particular conditions of temperature, humidity and nutrient consumption rates can influence directly the surge of plagues or diseases. It is relevant to detect and control the occurrence of any given pest or disease because plants are utterly sensitive to variations of environmental conditions and they have a short induced lifecycle. JAPIEST is a novel and valuable tool for farmers to make an early decision of the candidate disease, and then apply a suitable control treatment, based on Integrated Pest Management.

[1]  Kweku-Muata Osei-Bryson,et al.  CPEST: An expert system for the management of pests and diseases in the Jamaican coffee industry , 2007, Expert Syst. Appl..

[2]  Thomas W Sappington,et al.  Effects of insecticides and defoliants applied alone and in combination for control of overwintering boll weevil (Anthonomus grandis; Coleoptera: Curculionidae)--laboratory and field studies. , 2004, Pest management science.

[3]  D E Robinson,et al.  Toxicity, Bioaccumulation and Tissue Partitioning of Dieldrin by the Shrimp, Macrobrachium Faustinum de Sassure, in Fresh and Brackish Waters of Jamaica , 2002, Environmental technology.

[4]  Robert N. Coulson,et al.  The Integrated Southern Pine Beetle Expert System: ISPBEX☆ , 1991 .

[5]  Allan S. Crowe,et al.  An Expert Systems Approach for Assessing the Potential for Pesticide Contamination of Ground Water , 1994 .

[6]  Brian R. Gaines,et al.  An Overview of Knowledge-Acquisition and Transfer , 1987, Int. J. Man Mach. Stud..

[7]  Ahmed A. Rafea,et al.  Experience with the Development and Deployment of Expert Systems in Agriculture , 1995, IAAI.

[8]  Ahmed A. Rafea,et al.  Pest Control Expert System for Tomato (PCEST) , 2000, Knowledge and Information Systems.

[9]  A. K. Sinha,et al.  AMRAPALIKA: An expert system for the diagnosis of pests, diseases, and disorders in Indian mango , 2006, Knowl. Based Syst..

[10]  Jennifer Bigus,et al.  Constructing intelligent agents using JAVA , 1998 .

[11]  G. Dierksmeier,et al.  Pesticide contamination in the Cuban agricultural environment , 1996 .