R. J. Aguiar, M. Collares-pereira, and J. P. Conde, Simple procedure for generating sequences of daily radiation values using a library of Markov transition matrices, Solar Energy, vol.40, issue.3, pp.269-279, 1988.
DOI : 10.1016/0038-092X(88)90049-7

R. Aguiar and M. Collares-pereira, TAG: A time-dependent, autoregressive, Gaussian model for generating synthetic hourly radiation, Solar Energy, vol.49, issue.3, pp.167-174, 1992.
DOI : 10.1016/0038-092X(92)90068-L

H. Akaike, A new look at the statistical model identification, IEEE Transactions on Automatic Control, vol.19, issue.6, pp.716-723, 1974.
DOI : 10.1109/TAC.1974.1100705

. Alatao, C. Olivier, and Y. Pousset, Law recognitions by information criteria for the statistical modeling of small scale fading of the radio mobile channel, Signal Processing, vol.93, issue.5, pp.1064-1078, 2013.
DOI : 10.1016/j.sigpro.2012.11.016

M. Amado and F. Poggi, Towards solar urban planning: A new step for better energy performance. Energy Procedia, pp.1261-1273, 2012.

J. Bilbao, A. Miguel, J. A. Franco, and A. Ayuso, Test Reference Year Generation and Evaluation Methods in the Continental Mediterranean Area, Journal of Applied Meteorology, vol.43, issue.2, pp.390-400, 2004.
DOI : 10.1175/1520-0450(2004)043<0390:TRYGAE>2.0.CO;2

J. Boland, Time-series analysis of climatic variables, Solar Energy, vol.55, issue.5, pp.377-388, 1995.
DOI : 10.1016/0038-092X(95)00059-Z

. J. Boland, Time series modelling of solar radiationModeling Solar Radiation at the Earth's Surface: Recent Advances, pp.283-312, 2008.

E. Matouat, A. Hallin, and M. J. Hannan, Order selection, stochastic complexity and Kullback?Leibler information, in Athens Conference on Applied Probability and Time Series Analysis: Volume II: Time Series Analysis In Memory of E, pp.291-299, 1996.

B. Espinar, L. Ramirez, A. Drews, H. G. Beyer, L. F. Zarzalejo et al., Analysis of different comparison parameters applied to solar radiation data from satellite and German radiometric stations. Solar Energy, pp.118-125, 2009.

V. A. Graham, K. G. Hollands, and T. E. Unny, A time series model for Kt with application to global synthetic weather generation, Solar Energy, vol.40, issue.2, pp.83-92, 1988.
DOI : 10.1016/0038-092X(88)90075-8

E. J. Hannan and B. G. Quinn, The determination of the order of an autoregression, Journal of the Royal Statistical Society, vol.41, issue.2, pp.190-195, 1979.

C. W. Hansen, J. S. Stein, and A. Ellis, Statistical criteria for characterizing irradiance time series, Sandia Report, pp.2010-7314, 2010.

F. Jouzel, C. Olivier, and A. Matouat, Information criteria based edge detection, Signal Processing IX: Proceedings of EUSIPCO-98, Ninth European Signal Processing Conference, pp.8-11, 1998.

?. Larrañeta, M. Moreno-tejera, S. Silva-pérez, M. A. Lillo-bravo, and I. , An improved model for the synthetic generation of high temporal resolution direct normal irradiation time series. Solar Energy, pp.517-528, 2015.

A. Linares-rodríguez, A. Ruiz-arias, J. Pozo-vázquez, and D. J. Tovar-pescador, Generation of synthetic daily global solar radiation data based on ERA-Interim reanalysis and artificial neural networks, Energy, vol.36, issue.8, pp.36-5356, 2011.
DOI : 10.1016/j.energy.2011.06.044

M. , I. Linguet, L. Gobinddass, M. L. Wald, and L. , On the applicability of the Heliosat-2 method to assess surface solar irradiance in the Intertropical Convergence Zone, French Guyana, International Journal of .Remote Sensing, vol.34, issue.8, pp.3012-3027, 2013.

A. Mellit, S. A. Kalogirou, S. Shaari, H. Salhi, and A. Hadj-arab, Methodology for predicting sequences of mean monthly clearness index and daily solar radiation data in remote areas: Application for sizing a stand-alone PV system, Renewable Energy, vol.33, issue.7, pp.33-1570, 2008.
DOI : 10.1016/j.renene.2007.08.006

M. Muselli, P. Poggi, G. Notton, and A. Louche, Improved procedure for stand-alone photovoltaic systems sizing using METEOSTAT satellite images. Solar Energy, pp.429-444, 1998.

C. Olivier and O. Alata, Information Criteria: Examples of Applications in Signal and Image Processing, Optimization in Image and Signal Processing. P, pp.79-110, 2009.
DOI : 10.1002/9780470611319.ch4

P. Poggi, G. Notton, M. Muselli, and A. Louche, Stochastic study of hourly total solar radiation in Corsica using a Markov model, International Journal of Climatology, vol.33, issue.14, pp.1843-1860, 2000.
DOI : 10.1002/1097-0088(20001130)20:14<1843::AID-JOC561>3.0.CO;2-O

J. Polo, L. F. Zarzalejo, R. Marchante, and A. A. Navarro, A simple approach to the synthetic generation of solar irradiance time series with high temporal resolution. Solar Energy, pp.1164-1170, 2011.

J. Rissanen, Stochastic Complexity in Statistical Inquiry, World Scientific, 1989.
DOI : 10.1142/0822

G. Schwarz, Estimating the Dimension of a Model, The Annals of Statistics, vol.6, issue.2, pp.461-464, 1978.
DOI : 10.1214/aos/1176344136

G. Stanhill and S. Cohen, Global dimming: a review of the evidence for a widespread and significant reduction in global radiation with discussion of its probable causes and possible agricultural consequences, Agricultural and Forest Meteorology, vol.107, issue.4, pp.255-278, 2001.
DOI : 10.1016/S0168-1923(00)00241-0

C. Tiba and N. Fraidenraich, Analysis of monthly time series of solar radiation and sunshine hours in tropical climates, Renewable Energy, vol.29, issue.7, pp.1147-1160, 2004.
DOI : 10.1016/j.renene.2003.11.016