Satellite based forecasting of sea surface temperature in the Tuscan Archipelago

International Journal of Remote Sensing

Volumn 24, Issue 11, 2003, Pages 2237-2251

  Alvarez, A ^a   Orfila, A ^b   Sellschopp, J ^a  

^a NATO UNDERSEA RESEARCH CENTRE   (Italy)

^b INSTITUTO MEDITERRÁNEO DE ESTUDIOS AVANZADOS   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

CLIMATOLOGY; FORECASTING; GENETIC ALGORITHMS; SATELLITES;

NONLINEAR FORECASTING;

REMOTE SENSING;

ALGORITHM; EMPIRICAL ANALYSIS; FORECASTING METHOD; REMOTE SENSING; SATELLITE DATA; SEA SURFACE;

(CENTRAL); ITALY; MEDITERRANEAN SEA; TUSCAN ARCHIPELAGO;

EID: 0037686700     PISSN: 01431161     EISSN: None     Source Type: Journal    
DOI: 10.1080/01431160210144615     Document Type: Article

References (31)

1. ALVAREZ, A., 2001, Comparison of temporal versus spatial variance EOF decomposition in the performance of satellite based ocean forecasting systems: a study case. Journal of Atmospheric and Oceanic Technology, submitted.
2. ALVAREZ, A., LOPEZ, C., RIERA, M., HERNANDEZ-GARCIA, E., and TINTORE, J., 2000a, Forecasting the SST space-time variability of the Alboran Sea with genetic algorithms. Geophysical Research Letters, 27, 2709-2712.
3. ALVAREZ, A., ORFILA, A., and SELLSCHOPP, J., 2000b, A satellite based ocean forecasting system to support naval operations in crisis situations. NATO SACLANTCEN Report SM-375, La Spezia, Italy.
4. ALVAREZ, A., ORFILA, A., and TINTORE, J., 2001, Darwin-an evolutionary program for nonlinear modelling of chaotic time series. Computer Physics Communications, 136, 334-349.
5. ASTRALDI, M., and GASPARINI, G. P., 1994, The seasonal characteristics of the circulation in the Tyrrhenian Sea. In Seasonal and Interannual Variability of the Western Mediterranean Sea, edited by P. E. La Violette (Washington: AGU), pp. 115-134.
6. ASTRALDI, M., BACCIOLA, D., BORGHINI, M., DELL'AMICO, F., GALLI, C., GASPARINI, G. P., LAZZONI, E., NERI, P. L., and RASO, G., 1993, Caratteristiche stagionali delle masse d'acqua nell'Arcipelago Toscano. In Arcipelago Toscano: Studio oceanografico, sedimentologico, geochimico e biologico, edited by S. Furia (La Spezia: ENEA), pp. 3-7.
7. ASTRALDI, M., BIANCHI, C. N., GASPARINI, G. P., and MORRI, C., 1995, Climatic fluctuations, current variability and marine species distribution: a case study in the Ligurian Sea (north-west Mediterranean). Oceanologica Acta, 18, 139-149.
8. ASTRALDI, M., GASPARINI, G. P., and MANZELLA, G. M. R., 1990. Temporal variability of currents in the Eastern Ligurian Sea. Journal of Geophysical Research, 95, 1515-1522.
9. ASTRALDI, M., GASPARINI, G. P., and SPARNOCCHIA, S., 1994, The seasonal and interannual variability in the Ligurian-Provenccal basin. In Seasonal and Interannual Variability of the Western Mediterranean Sea, edited by P. E. La Violette (Washington: AGU), pp. 93-114.
10. BAUER, J., 1994, Genetic Algorithms and Investment Strategies (New York: John Wiley).
11. BROOMHEAD, D. S., and LOWE, D., 1987, Extracting qualitative dynamics from experimental data. Physica D, 20, 217-224.
12. CARNIEL, S., KANTHA, L. H., FRANCHI, P., BERGAMASCO, A., and UMGIESSER, G., 2001, A real-time nowcast-forecast experiment in the Ligurian Sea during GOATS/MEANS 2000: Preliminary results. Preprint, CNR-ISDGM, Venezia, Technical Report no. 241.
13. CASDAGLI, M., DESJARDINS, D., EUBANK, S., FARMER, J. D., GIBSON, J., THEILER, J., and HUNTER, N., 1992, Nonlinear modeling of chaotic time series: theory and applications. In Applied Chaos, edited by J. H. Kim and J. Stringer (New York: John Wiley), pp. 335-379.
14. COLE, J., and VILLACASTIN, C., 2000, Sea surface temperature variability in the northern Benguela upwelling system, and implications for fisheries research. International Journal of Remote Sensing, 21, 643-655.
15. GARCIA-GORRIZ, E., and VAZQUEZ-CUERVO, J., 1999, Ocean-atmosphere coupling in the Mediterranean Sea from TOPEX/POSEIDON, ERSI and AVHRR data. International Journal of Remote Sensing, 20, 2127-2147.
16. GERSTOFT, P., 1995, Inversion of acoustic data using a combination of genetic algorithms and the Gauss-Newton approach. Journal of the Acoustic Society of America, 97, 2181-2190.
17. GOLDBERG, D. E., 1989, Genetic Algorithms in Search, Optimization and Machine Learning (Reading: Addison-Wesley).
18. HOLLAND, J. H., 1975, Adaptation in Natural and Artificial Systems (Ann Arbor: University of Michigan).
19. KONYAEV, K. V., 1990, Spectral Analysis of Physical Oceanographic Data (Rotterdam: A. A. Balkema).
20. KRIVOSHEYA, V. G., 1983, Water circulation and structure in the Tyrrhenian Sea. Oceanology, 23, 166-171.
21. LAGERLOEF, G. S. E., and BERNSTEIN, R. L., 1988, Empirical orthogonal function analysis of advanced very high resolution radiometer surface temperature patterns in Santa Barbara channel. Journal of Geophysical Research, 93, 6863-6873.
22. LOPEZ, C., ALVAREZ, A., and HERNANDEZ-GARCIA, E., 2000, Forecasting confined spatio-temporal chaos with genetic algorithms. Physical Review Letters, 85, 2300-2303.
23. LUCASIUS, C. B., BLOMMERS, M. J. J., BUYDEMS, L. M. C., and KATEMAN, G., 1991, A genetic algorithm for conformational analysis of DNA. In Handbook of Genetic Algorithms, edited by L. Davies (New York: Van Nostrand Reinhold), pp. 251-281.
24. MAGDON-ISMAIL, M., NICHOLSON, A., and ABU-MOSTAFA, Y. S., 1998, Financial market: very noisy information processing. Proceedings of the IEEE, 86, 2184-2195.
25. MOSKALENKO, L. V., 1983, Seasonal variability of integrated wind-driven circulation in the Tyrrhenian Sea. Oceanology, 23, 405-409.
26. PENLAND, C., GHIL, G., and WEICKMANN, K. M., 1991, Adaptive filtering and maximum entrophy spectrum with application to changes in atmospheric angular momentum. Journal of Geophysical Research, 96, 22 659-22 671.
27. PREISENDORFER, R. W., 1988, Principal Component Analysis in Meteorology and Oceanography (Amsterdam: Elsevier).
28. SCOTT, J. C., 1997, Satellite remote sensing in rapid environmental assesment; the optimum use of available data. In Rapid Environmental Assesment, edited by E. Pouliquen, A. D. Kirwan and R. T. Pearson (La Spezia: NATO-SACLANTCEN), pp. 65-72.
29. TAKENS, F., 1981, Detecting strange attractors in fluid turbulence. In Dynamical Systems and Turbulence (Berlin: Springer).
30. TSONIS, A. A., and ELSNER, J. B., 1992, Nonlinear prediction as a way of distinguishing chaos from random fractal sequences. Nature, 358, 217-220.
31. VAZQUEZ-CUERVO, J., FONT, J., and MARTINEZ-BENJAMIN, J. J., 1996, Observations on the circulation in the Alboran Sea using ERSI altimetry and sea-surface temperature data. Journal of Physical Oceanography, 26, 1426-1439.