| Grant number: | 14/14229-2 |
| Support Opportunities: | Scholarships in Brazil - Post-Doctoral |
| Start date: | February 01, 2015 |
| End date: | December 17, 2017 |
| Field of knowledge: | Engineering - Electrical Engineering - Industrial Electronics, Electronic Systems and Controls |
| Principal Investigator: | Elbert Einstein Nehrer Macau |
| Grantee: | Antônio Mário de Torres Ramos |
| Host Institution: | Instituto Nacional de Pesquisas Espaciais (INPE). São José dos Campos , SP, Brazil |
| Associated research grant: | 15/50122-0 - Dynamic phenomena in complex networks: basics and applications, AP.TEM |
| Associated scholarship(s): | 15/07373-2 - Development of quantifiers through Information Theory techniques and probabilistic graphical models with application in the Amazon Region, BE.EP.PD |
Abstract The aim of this project is to develop a mathematical and computational framework to integrate newer methods coming from nonlinear time series analysis. We will apply this framework in the study of nonlinear dynamical systems spatially distributed and that can present chaotic dynamics. The main objective is to develop a new paradigm that is based on the use of complex networks approach to quantify new aspects of statistical time series from measurement points obtained over a spatially distributed system. From this approach, we intend to characterize the multiscale aspects displayed by the dynamics present in climate systems. As an application, this new paradigm will be used to improve the understanding of the evolution dynamics of the Amazon region's climate over last years. | |
| News published in Agência FAPESP Newsletter about the scholarship: | |
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