A decision support system based on multisensor data fusion for sustainable greenhouse management

Journal of Cleaner Production

Volumn 172, Issue , 2018, Pages 4057-4065

  Aiello, Giuseppe ^a   Giovino, Irene ^a   Vallone, Mariangela ^a   Catania, Pietro ^a   Argento, Antonella ^a  

^a UNIVERSITY OF PALERMO   (Italy)

Author keywords

Decision fusion; Decision support systems; Green economy; Integrated pest management; Precision agriculture; Wireless sensor networks

Indexed keywords

CLIMATE CHANGE; COSTS; HOUSING; RURAL AREAS; URBAN GROWTH;

CHINA; CLIMATE EFFECTS; DIVISIA INDEX METHOD; ENERGY EXPENDITURE; INDEX DECOMPOSITION ANALYSIS; RESIDENTIAL ENERGY CONSUMPTION; RESIDENTIAL SECTORS; URBAN AND RURAL AREAS;

ENERGY UTILIZATION;

EID: 85038881800     PISSN: 09596526     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jclepro.2017.02.197     Document Type: Article

References (35)

1. Aiello, G., Cannizzaro, L., La Scalia, G., Muriana, C., An expert system for vineyard management based upon ubiquitous network technologies. Int. J. Serv. Oper. Inf. 6:3 (2011), 230–247.
2. Arnott, D., Pervan, G., A critical analysis of Decision Support Systems research. J. Inf. Technol. 20:2 (2005), 67–87.
3. Arvanitis, K.G., Paraskevopoulos, P.N., Vernardos, A.A., Multirate adaptive temperature control of greenhouses. Comput. Electron. Agric. 26 (2000), 303–320.
4. Barenbrug, A.W.T., Psychrometry and Psychrometric Charts. third ed., 1974, Cape and Transvaal Printers Ltd., Cape Town.
5. Bennis, N., Duplaix, J., Enèa, G., Haloua, M., Youlal, H., Greenhouse climate modelling and robust control. Comput. Electron. Agric. 61 (2008), 96–107.
6. Bergez, J.E., Garcia, F., Lapasse, L., A hierarchical partitioning method for optimizing irrigation strategies. Agric. Syst. 80:3 (2004), 235–253.
7. Bonfil, D.J., Karnieli, A., Raz, M., Mufradi, I., Asido, S., Egozi, H., Hoffman, A., Schmilovitch, Z., Decision support system for improving wheat grain quality in the Mediterranean area of Israel. Field Crops Res. 89 (2004), 153–163.
8. Caponetto, R., Fortuna, L., Nunnari, G., Occhipinti, L., Xibilia, M.G., Soft computing for greenhouse climate control. IEEE Trans. Fuzzy Syst. 8:6 (2000), 753–760.
9. Carrara, M., Catania, P., Pipitone, F., Vallone, M., Piraino, S., Salvia, M., Paolino, C., Temperature and relative humidity distribution inside a greenhouse using wireless sensors. Acta Hortic. 801:1 (2008), 595–599.
10. Coelho, J.P., Moura Oliveira, P.B., Boaventura Cunha, J., Greenhouse air temperature predictive control using the particle swarm optimization algorithm. Comput. Electron. Agric. 49 (2005), 330–344.
11. Common, M., Stagl, S., Ecological Economics: an Introduction. 2005, Cambridge University Press.
12. Ehret, D.L., Lau, A., Bittman, S., Lin, W., Shelford, T., Automated monitoring of greenhouse crops. Agron. Agric. Environ. 21:4 (2001), 403–414.
13. Ellison, P., Ash, G., McDonald, C., Management of Botrytis cinerea in vineyard: an expert system for the management of Botrytis cinerea in Australian vineyards. Agric. Syst. 56:2 (1998), 185–207.
14. Fisher, D.K., Kebede, H., A low-cost microcontroller-based system to monitor crop temperature and water status. Comput. Electr. Agric. 74 (2010), 168–173.
15. Georgescu-Roegen, N., Bioeconomia. 2003, Bollati Boringhieri, Torino.
16. Guzman-Cruz, R., Castaneda-Miranda, R., Garia-Escalante, J.J., Lopez-Cruz, I.L., Lara-Herrera, A., de la Rosa, J.I., Calibration of a greenhouse climate model using evolutionary algorithms. Biosyst. Eng. 104 (2009), 135–142.
17. Hu, H.G., Xu, L.H., Zhu, B.K., Wei, R.H., A Compatible Control Algorithm for greenhouse environment control based on MOCC strategy. Sensors 11 (2011), 3281–3302.
18. Ingrao, C., Bacenetti, J., Bezama, A., Blok, V., Geldermann, J., Goglio, P., Koukios, E.G., Lindner, M., Nemecek, T., Siracusa, V., Zabaniotou, A., Huisingh, D., Agricultural and forest biomass for food, materials and energy: bio-economy as the cornerstone to cleaner production and more sustainable consumption patterns for accelerating the transition towards equitable, sustainable, post fossil-carbon societies. J. Clean. Prod. 117 (2016), 4–6.
19. Lafont, F., Balmat, J.F., Optimized fuzzy control of a greenhouse. Fuzzy Sets Syst. 128 (2002), 47–59.
20. Langton, F.A., Horridge, J.S., Holdsworth, M.D., Hamer, P.J.C., Control and optimization of the greenhouse environment using infra-red sensors. Acta Agric. 633:1 (2004), 145–152.
21. Lapchin, L., Shtienberg, D., Integrated Pest and Disease Management in Greenhouse Crops, vol. 14, 2002, Kluwer academic publishers, Dordrecht.
22. Mahaman, B.D., Harizanis, P., Filis, I., Antonopoulou, E., Yialouris, C.P., Sideridis, A.B., A diagnostic expert system for honeybee pests. Comput. Electron. Agric. 36:1 (2002), 17–31.
23. Marchetti, M., Vizzarri, M., Lasserre, B., Sallustio, L., Tavone, A., Natural capital and bioeconomy: challenges and opportunities for forestry. Ann. Silvic. Res. 38:2 (2014), 62–73.
24. Notron, G.A., Mumford, J.D., (eds.) Decision Tools for Pest Management, 1993, CAB International.
25. Park, D.H., Park, J.W., Wireless sensor network-based greenhouse environment monitoring and automatic control system for dew condensation prevention. Sensors 11:4 (2011), 3640–3651.
26. Pasgianos, G.D., Arvanitis, K.G., Polycarpou, P., Sigrimis, N., A nonlinear feedback technique for greenhouse environmental control. Comput. Electron. Agric. 40 (2003), 153–177.
27. Pucheta, J.A., Schugurensky, C., Fullana, R., Patino, H., Kuchen, B., Optimal greenhouse control of tomato-seedling crops. Comput. Electron. Agric. 50:12 (2006), 70–82.
28. Rossi, V., Caffi, T., Salinari, F., Helping farmers face the increasing complexity of decision-making for crop protection. Phytopathol. Mediterr. 51:3 (2012), 457–479.
29. Salazar, R., Schmidt, U., Huber, C., Rojano, A., Lopez, I., Neural networks models for temperature and CO2 control. Int. J. Agric. Res. 5 (2010), 191–200.
30. Song, Y., Ma, J., Zhang, X., Feng, Y., Design of wireless sensor network-Based greenhouse environment monitoring and automatic control system. J. Netw. 7:5 (2012), 838–844.
31. Stern, N., The Stern Review Report: the Economics of Climate Change., 2006, Cabinet Office - HM Treasury, London.
32. UNEP (United Nations Environment Programme), Green Economy Report., 2011.
33. United Nations (UN), World Population Prospects. The 2015 Revision. 2015 Key Findings and Advance Tables. New York.
34. Van Straten, G., Van Henten, E.J., Van Willingenburg, L.G.R., Van Ooteghem, J.C., Optimal Control of Greenhouse Cultivation. 2010, CRC Press, New York.
35. Wharton, P.S., Kirk, W.W., Baker, K.M., Duynslager, L., A web-based interactive system for risk management of potato late blight in Michigan. Comput. Electron. Agric. 61 (2008), 136–148.