Assessing the direction of climate interactions by means of complex networks and information theoretic tools Deza, Juan Ignacio; Barreiro, Marcelo; Masoller Alonso, Cristina (Institute of Physics (IOP), 2015-03-01)
Open AccessAn estimate of the net direction of climate interactions in different geographical regions is made by constructing a directed climate network from a regular latitude-longitude grid of nodes, using a directionality index ...
Climate networks at inter-annual and intra-season time scales constructed via ordinal time-series analysis Deza, Juan Ignacio; Barreiro, Marcelo; Masoller Alonso, Cristina (2012)
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Climate networks constructed by using information-theoretic measures and ordinal time-series analysis Deza, Juan Ignacio (Universitat Politècnica de Catalunya, 2015-02-26)
Open AccessThis Thesis is devoted to the construction of global climate networks (CNs) built from time series -surface air temperature anomalies (SAT)- using nonlinear analysis. Several information theory measures have been used ...
Detecting long-range teleconnections in the climate network via ordinal pattern time-series analysis Deza, Juan Ignacio; Barreiro, Marcelo; Masoller Alonso, Cristina (2012)
Deza, Juan Ignacio; Masoller Alonso, Cristina; Barreiro, Marcelo (University of Thechnology and Agriculture Nicholas Copernicus University, 2014-05-26)
Open AccessThe fact that the climate on the earth is a highly complex dynamical system is well-known. In the last few decades great deal of effort has been focused on understanding how climate phenomena in one geographical region ...