Real-time temperature minimum prediction: From traditional models to new approaches;La previsione delle temperature minime in tempo reale: Dai modelli tradizionali ai nuovi approcci

Italian Journal of Agrometeorology

Volumn , Issue 3, 2008, Pages 24-37

  Nora, Stefano Dalla ^a   Eccel, Emanuele ^b   de Franceschi, Massimiliano ^a   Ghielmi, Luca ^b   Zardi, Dino ^a  

^a UNIVERSITY OF TRENTO   (Italy)

^b RESEARCH AND INNOVATION CENTRE   (Italy)

Author keywords

Cooling; Forecast; Frost; Multiple linear regression; Neural networks; Valley

Indexed keywords

EID: 79954490793     PISSN: 18248705     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (26)

1. Benincasa, F., Maracchi, G., Rossi, P. (Eds.), 1991. Agrometeorologia. Patron, Padua (I).
2. Bootsma, A., 1976. Estimating minimum temperature and climatological freeze risk in hill terrain, Agric. Forest Meteorol., 16, 425-443.
3. Brunt, D., 1941. Physical and Dynamical Meteorology. Cambridge University Press, New York, NY.
4. Carli, D., D'Inca, D., Fruet, G., Sguerso, D., Zatelli, P., 2001. R.obstruction (disponibile al sito: http://www.ing.unitn.it/~grass/software.html)
5. Ceccon, P., Borin, M. (Eds.), 1995. Elementi di agrometeorologia e agroclimatologia. Imprimitur, Padova.
6. Cicogna, A., Bellan, A., Giaiotti, D., 2000. Previsioni di gelata in Friuli- Venezia Giulia, Notiziario ERSA FVG, 3-4, 41-44.
7. de Franceschi, M., Rampanelli, G., Zardi, D., 2000. Measurements and characterization of local atmospheric structures in an Alpine valley. In: Proceedings of the 26th International Conference on Alpine Meteorology, Innsbruck (A), ISSN, pp. 1016-6254.
8. Ghielmi, L. and Eccel, E., 2006. Descriptive models and artificial neural networks for spring frost prediction in an agricultural mountain area. Computers and electronics in agriculture, 54(2):101-114
9. Gustavsson, T., 1995. A study of air and road-surface temperature variations during clear windy nights, Int. J. Climatol., 15, 919-932.
10. Gustavsson, T., Karlsson, M., Bogren, J. and Lindqvist, S., 1998. Development of temperature patterns during clear nights, J. Appl. Meteorol., 37, 559-571.
11. Iqbal, M., 1983. An introduction to solar radiation, Academic Press.
12. Jolliffe, I. T., Stephenson, D. B., 2003. Forecast Verification. A practitioner's guide in atmospheric science, John Wiley & Son.
13. Karlsson, I. M., 2000. Nocturnal air temperature variations between forest and open areas, J. Appl. Meteorol., 39, 851-862.
14. Kondo, J., Okusa, N., 1990. A simple numerical prediction model of nocturnal cooling in a basin with various topographic parameters, J. Appl. Meteorol., 29, 604-619.
15. Lasdon, L.S., Fox, R.L., Ratner, M.W., 1974. Nonlinear optimization using the generalized reduced gradient method. RAIRO: Theor. Inform. Appl. 3, 73-104.
16. Laughlin, G. P., Kalma, J. D., 1987. Frost hazard assessment from local weather and terrain data, Agric. Forest Meteorol., 40, 1-16.
17. Lindkvist, L., Lindqvist, S., 1997. Spatial and temporal variability of nocturnal summer frost in elevated complex terrain, Agric. Forest Meteorol., 87, 139-153.
18. Lindkvist, L., Gustavsson, T., Bogren, J., 2000. A frost assessment method for mountainous areas, Agric. Forest Meteorol., 102, 51-67.
19. Neteler, M., Mitasova, H., 2004. Open source GIS: A GRASS GIS Approach. Kluwer Academic Publishers, Boston, MA.
20. Pantezzi, T., Pellegrini, F., 2008. La difesa dalle gelate primaverili su melo in Trentino. It. J. Agromet. Vol. 13(3):10-13
21. Reuter, H., 1951, Forecasting minimum temperatures, Tellus, 3 (3), 141-147.
22. Rumelhart, D.E., McClelland, J., 1986. Parallel Distributed Processing, vol. 1. MIT Press, Cambridge, MA.
23. Söderström, M., Magnusson, B., 1995. Assessment of local agroclimatological conditions - a methodology, Agric. Forest Meteorol., 72, 243-260.
24. Swinbank, W.C., 1963. Long-wave radiation from clear skies. Quart. J. R. Meteorol. Soc. 89, 339-348.
25. Wilks, D.S., 1995. Statistical Methods in the Atmospheric Sciences. Academic Press, San Diego, CA.
26. Zinoni, F., Rossi, F., Pitacco, A., Brunetti, A., 2000, Metodo di previsione e difesa dalle gelate tardive, Calderini Edagricole, Bologna.