G. Biau, E. Zorita, H. V. Storch, and H. Wackernagel, Estimation of Precipitation by Kriging in the EOF Space of theSea Level Pressure Field, Journal of Climate, vol.12, issue.4, pp.1070-1084, 1998.
DOI : 10.1175/1520-0442(1999)012<1070:EOPBKI>2.0.CO;2

D. S. Broomhead and G. P. King, Extracting qualitative dynamics from experimental data, Physica D: Nonlinear Phenomena, vol.20, issue.2-3, pp.217-236, 1986.
DOI : 10.1016/0167-2789(86)90031-X

P. Chauvet, Aide mémoire de géostatistique linéaire, Cah. Geostat, vol.2, p.210, 1994.

A. R. Cloots-hirsch, Une carte de l'extension et des mécanismes des inondations dans le ried central de l'Ill, 1990.

R. Descombes, Encyclopédie de l'Alsace, 1985.

D. Dommenget and M. Latif, A Cautionary Note on the Interpretation of EOFs, Journal of Climate, vol.15, issue.2, pp.216-225, 2002.
DOI : 10.1175/1520-0442(2002)015<0216:ACNOTI>2.0.CO;2

P. Düringer, Les conglomérats des bordures du rift cénozo?cénozo?¨que rhénan. Dynamique sédimentaire et contrôle climatique, 1988.

J. B. Elsner and A. A. Tsonis, Singular Spectrum Analysis: A New Tool in Time Series Analysis, 1996.
DOI : 10.1007/978-1-4757-2514-8

J. J. Gerbrands, On the relationships between SVD, KLT and PCA, Pattern Recognition, vol.14, issue.1-6, pp.375-381, 1981.
DOI : 10.1016/0031-3203(81)90082-0

L. Gottschalk, Hydrological regionalization of Sweden, Hydrological Sciences Journal, vol.14, issue.2, pp.65-83, 1985.
DOI : 10.1016/0022-1694(81)90211-0

M. Grimmer, The space-filtering of monthly surface temperature anomaly data in terms of pattern, using empirical orthogonal functions, Quarterly Journal of the Royal Meteorological Society, vol.14, issue.381, pp.395-408, 1963.
DOI : 10.1002/qj.49708938111

H. Hisdal and O. E. Tveito, Generation of runoff series at ungauged locations using empirical orthogonal functions in combination with kriging, Stochastic Hydrology and Hydraulics, vol.123, issue.5, pp.255-269, 1992.
DOI : 10.1007/BF01581620

L. Jaillard, BRGM: Elements d'hydrologie et d'hydrogologie entre Mulhouse et Colmar en vue d'une modlisation de la nappe d'Alsace, report, 16 pp, Luc Jaillard Ing.-Conseil, 2003.

J. E. Nash and J. V. Sutcliffe, River flow forecasting through conceptual models part I ??? A discussion of principles, Journal of Hydrology, vol.10, issue.3, pp.282-290, 1970.
DOI : 10.1016/0022-1694(70)90255-6

G. R. North, T. L. Bell, R. F. Cahalan, and F. J. Moeng, Sampling Errors in the Estimation of Empirical Orthogonal Functions, Monthly Weather Review, vol.110, issue.7, pp.699-706, 1982.
DOI : 10.1175/1520-0493(1982)110<0699:SEITEO>2.0.CO;2

F. Pereira, Analyse spatio-temporelle du champ géomagnétique et des processus d'accélération solaires observés en e ´mission radio, 2004.

T. Shun and C. J. Duffy, Low-frequency oscillations in precipitation, temperature, and runoff on a west facing mountain front: A hydrogeologic interpretation, Water Resources Research, vol.58, issue.11, pp.191-201, 1999.
DOI : 10.1029/98WR02818

A. J. Simmons, G. W. Branstator, and J. M. Wallace, Barotropic Wave Propagation and Instability, and Atmospheric Teleconnection Patterns, Journal of the Atmospheric Sciences, vol.40, issue.6, pp.1363-1392, 1983.
DOI : 10.1175/1520-0469(1983)040<1363:BWPAIA>2.0.CO;2

C. Sittler, Le fossé rhénan en Alsace, aspect structural et histoire géologique, Rev. Geogr. Phys. Geol. Dyn, vol.11, pp.465-494, 1969.

K. B. Swadhin, A. R. Suryachandra, N. S. Hameed, and Y. Tshio, Comments on ''A cautionary note on the interpretation of EOFs, J. Clim, vol.16, pp.1087-1093, 2002.

T. Villemin, F. Alavarez, and J. Angelier, The Rhinegraben: Extension, subsidence and shoulder uplift, Tectonophysics, vol.128, issue.1-2, pp.47-59, 1986.
DOI : 10.1016/0040-1951(86)90307-0