A. Sharma and A. Kakkar, Forecasting daily global solar irradiance generation using machine learning, Renewable and Sustainable Energy Reviews, vol.82, pp.2254-2269, 2018.

M. Bessafi, V. Oree, A. A. Hossen-khoodaruth, G. Jumaux, F. Bonnardot et al., Multifractal Analysis of Daily Global Horizontal Radiation in Complex Topography Island: La Reunion as a Case Study, Journal of Solar Energy Engineering, vol.141, issue.3, p.31005, 2018.

D. T. Mihailovi?, G. Mimi?, and I. Arseni?, Climate Predictions: The Chaos and Complexity in Climate Models, Advances in Meteorology, vol.2014, pp.1-14, 2014.

G. Balasis, I. A. Daglis, C. Papadimitriou, M. Kalimeri, A. Anastasiadis et al., Investigating dynamical complexity in the magnetosphere using various entropy measures, Journal of Geophysical Research: Space Physics, vol.114, issue.A9, pp.n/a-n/a, 2009.

A. K. Sen, Complexity analysis of riverflow time series, Stochastic Environmental Research and Risk Assessment, vol.23, issue.3, pp.361-366, 2008.

M. Li and P. M. Vitányi, An Introduction to Kolmogorov Complexity and Its Applications, p.790, 1997.

J. Ziv and A. Lempel, Compression of individual sequences via variable-rate coding, IEEE Transactions on Information Theory, vol.24, issue.5, pp.530-536, 1978.

, Entropy 2018 Best Paper Award, Entropy, vol.21, issue.2, p.130, 2019.

D. T. Mihailovi?, M. Bessafi, S. Markovi?, I. Arseni?, S. Malinovi?-mili?evi? et al., Analysis of Solar Irradiation Time Series Complexity and Predictability by Combining Kolmogorov Measures and Hamming Distance for La Reunion (France), Entropy, vol.20, issue.8, p.570, 2018.

M. Bessafi, D. T. Mihailovi?, S. Malinovi?-mili?evi?, A. T. Mihailovi?, G. Jumaux et al., Spatial and Temporal Non-Linear Dynamics Analysis and Predictability of Solar Radiation Time Series for La Reunion Island (France), Entropy, vol.20, issue.12, p.946, 2018.

D. T. Mihailovi?, G. Mimi?, E. Nikoli?-djori?, and I. Arseni?, Novel measures based on the Kolmogorov complexity for use in complex system behavior studies and time series analysis, Open Physics, vol.13, issue.1, pp.1-14, 2015.

J. Delahaye and H. Zenil, On the Kolmogorov-Chaitin Complexity for Short Sequences, Randomness and Complexity, From Leibniz to Chaitin, pp.123-129, 2007.
URL : https://hal.archives-ouvertes.fr/halshs-00792116

C. S. Calude, . Ed, and . University-of-auckland, , pp.123-130, 2007.

F. Soler-toscano, H. Zenil, J. Delahaye, and N. Gauvrit, Calculating Kolmogorov Complexity from the Output Frequency Distributions of Small Turing Machines, PLoS ONE, vol.9, issue.5, p.e96223, 2014.

L. A. Levin, Laws of information conservation (nongrowth) and aspects of the foundation of probability theory, Problemy Peredachi Informatsii, vol.10, pp.30-35, 1974.

R. J. Solomonoff, A formal theory of inductive inference. Part I, Information and Control, vol.7, issue.1, pp.1-22, 1964.

G. J. Chaitin, On the Length of Programs for Computing Finite Binary Sequences, Journal of the ACM, vol.13, issue.4, pp.547-569, 1966.

C. S. Calude, Randomness Everywhere: My Path to Algorithmic Information Theory, Randomness Through Computation, pp.179-189, 2011.

T. M. Cover and J. A. Thomas, Elements of Information Theory, p.727, 2012.

J. Delahaye and H. Zenil, Numerical evaluation of algorithmic complexity for short strings: A glance into the innermost structure of randomness, Applied Mathematics and Computation, vol.219, issue.1, pp.63-77, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00825530

P. E. Roundy and W. M. Frank, A climatology of waves in the equatorial region, J. Atmos. Sci, vol.61, pp.2105-2132, 2004.

Y. Y. Hafez, Variability of Intertropical Convergence Zone (ITCZ) and Extreme Weather Events, Atmospheric Model Applications, 2012.

I. Yucel, . Ed, and . Intech, , 2012.

M. R. Jury, B. Parker, and D. Waliser, Evolution and variability of the ITCZ in the SW Indian Ocean: 1988?90, Theoretical and Applied Climatology, vol.48, issue.4, pp.187-194, 1994.

G. L. Smith, D. Rutan, T. P. Charlock, and T. D. Bess, Annual and interannual variations of absorbed solar radiation based on a 10-year data set, Journal of Geophysical Research, vol.95, issue.D10, p.16639, 1990.

W. Qian, Spatial Patterns and Time Scales of Climatic State, Temporal Climatology and Anomalous Weather Analysis, pp.69-152, 2017.

N. H. Saji, B. N. Goswami, P. N. Vinayachandran, and T. Yamagata, A dipole mode in the tropical Indian Ocean, Nature, vol.401, issue.6751, pp.360-363, 1999.

R. A. Madden and P. R. Julian, Observations of the 40-50-day tropical oscillation-A review, Mon. Weather Rev, vol.122, pp.814-837, 1994.

R. A. Madden and P. R. Julian, Detection of a 40-50 Day Oscillation in the Zonal Wind in the Tropical Pacific, J. Atmos. Sci, vol.28, pp.702-708, 1971.

S. A. Klein and D. L. Hartmann, The seasonal cycle of low stratiform clouds, J. Clim, vol.6, pp.1587-1606, 1993.

L. J. Bajuk and C. B. Leovy, Seasonal and interannual variations in stratiform and convective clouds over the tropical Pacific and Indian Ocean from ship observations, J. Clim, vol.11, pp.2922-2941, 1998.

R. Eastman, S. G. Warren, and C. J. Hahn, Variations in Cloud Cover and Cloud Types over the Ocean from Surface Observations, 1954?2008, Journal of Climate, vol.24, issue.22, pp.5914-5934, 2011.

M. Bessafi and M. C. Wheeler, Modulation of South Indian Ocean Tropical Cyclones by the Madden?Julian Oscillation and Convectively Coupled Equatorial Waves, Monthly Weather Review, vol.134, issue.2, pp.638-656, 2006.

B. Liebmann and C. A. Smith, Description of a complete (interpolated) outgoing longwave radiation dataset, Bull. Am. Meteorol. Soc, vol.77, pp.1275-1277, 1996.

A. Teixeira, A. Matos, A. Souto, and L. Antunes, Entropy Measures vs. Kolmogorov Complexity, Entropy, vol.13, issue.3, pp.595-611, 2011.

M. A. Fuentes, Complexity and the Emergence of Physical Properties, Entropy, vol.16, issue.8, pp.4489-4496, 2014.

C. J. Smith, J. M. Bright, and R. Crook, Cloud cover effect of clear-sky index distributions and differences between human and automatic cloud observations, Solar Energy, vol.144, pp.10-21, 2017.

N. Gauvrit, H. Singmann, F. Soler-toscano, and H. Zenil, Algorithmic complexity for psychology: a user-friendly implementation of the coding theorem method, Behavior Research Methods, vol.48, issue.1, pp.314-329, 2015.

R. Barimalala, F. Desbiolles, R. C. Blamey, and C. Reason, Madagascar Influence on the South Indian Ocean Convergence Zone, the Mozambique Channel Trough and Southern African Rainfall, Geophysical Research Letters, vol.45, issue.20, pp.380-389, 2018.

E. M. Riley, B. E. Mapes, and S. N. Tulich, Clouds Associated with the Madden?Julian Oscillation: A New Perspective from CloudSat, Journal of the Atmospheric Sciences, vol.68, issue.12, pp.3032-3051, 2011.

M. C. Wheeler and H. H. Hendon, An all-season real-time multivariate MJO Index: Development of an index for monitoring and prediction, Mon. Weather Rev, vol.132, pp.1917-1932, 2004.

J. M. Burns, B. Subrahmanyam, E. S. Nyadjro, and V. S. Murty, Tropical cyclone activity over the Southwest Tropical Indian Ocean, Journal of Geophysical Research: Oceans, vol.121, issue.8, pp.6389-6402, 2016.

M. D. Leroux, J. Meister, D. Mekies, A. L. Dorla, and P. Caroff, A Climatology of Southwest Indian Ocean Tropical Systems: Their Number, Tracks, Impacts, Sizes, Empirical Maximum Potential Intensity, and Intensity Changes, Journal of Applied Meteorology and Climatology, vol.57, issue.4, pp.1021-1041, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01717988

F. Bonnardot, H. Quetelard, G. Jumaux, M. D. Leroux, and M. Bessafi, Probabilistic forecasts of tropical cyclone tracks and intensities in the southwest Indian Ocean basin, Quarterly Journal of the Royal Meteorological Society, vol.145, issue.719, pp.675-686, 2019.
URL : https://hal.archives-ouvertes.fr/hal-01968096