@InProceedings{MedeirosSVSSAMJSDKBK:2019:NeNeAp,
               author = "Medeiros, Cl{\'a}udia and Souza, Vitor Moura Cardoso e Silva and 
                         Vieira, Lu{\'{\i}}s Eduardo Antunes and Sibeck, David G. and 
                         Silva, Ligia Alves da and Alves, Livia Ribeiro and Marchezi, 
                         Jos{\'e} Paulo and Jauer, Paulo Ricardo and Silva, Marlos 
                         Rockenbach da and Dal Lago, Alisson and Kanekal, Shrikanth G. and 
                         Baker, Dan N. and Kletzing, Craig",
          affiliation = "{Instituto Nacional de Pesquisas Espaciais (INPE)} and {Instituto 
                         Nacional de Pesquisas Espaciais (INPE)} and {Instituto Nacional de 
                         Pesquisas Espaciais (INPE)} and {NASA Goddard Space Flight Center} 
                         and {Instituto Nacional de Pesquisas Espaciais (INPE)} and 
                         {Instituto Nacional de Pesquisas Espaciais (INPE)} and {Instituto 
                         Nacional de Pesquisas Espaciais (INPE)} and {Instituto Nacional de 
                         Pesquisas Espaciais (INPE)} and {Instituto Nacional de Pesquisas 
                         Espaciais (INPE)} and {Instituto Nacional de Pesquisas Espaciais 
                         (INPE)} and NASA and {University of Colorado} and {University of 
                         Iowa}",
                title = "Neural Network Approaches To Find Evidences Of EMIC Waves And 
                         Their Contribution To Pitch Angle Distribution Reconfiguration In 
                         The Earth's Outer Van Allen Radiation Belts",
                 year = "2019",
         organization = "AGU Fall Meeting",
             abstract = "The evidences for ElectroMagnetic Ion Cyclotron (EMIC) waves as 
                         responsible to reconfigure electron pitch angle distribution (PAD) 
                         shapes in the outer Van Allen Radiation Belts were recently 
                         endorsed in a case study reported by Medeiros et al. (2019). It 
                         was shown that EMIC waves were contributing to further enhance the 
                         reduction of the measured flux of relativistic electrons at higher 
                         (>135º and < 45º) equatorial pitch angles, which in turn has been 
                         claimed as the cause for a rearrangement of the previously 
                         measured electron PAD shape into a peculiar butterfly-shaped PAD. 
                         Several studies have been confirming the relevance of this 
                         wave-particle interaction. The purpose of this study is try to 
                         find evidences that corroborates with the Medeiros et al., (2019) 
                         analysis by considering a longer time interval during the Van 
                         Allen Probes era. To obtain such results a neural network-based 
                         routine was developed to automatically (and successfully) find 
                         EMIC waves in Van Allen Probes magnetometer data. The EMIC waves 
                         occurrence pattern, as obtained by this neural network technique, 
                         will then be used as input for another neural network-based 
                         approach proposed by Souza et al. (2016) in order to correlate the 
                         reconfiguration of electron PAD shapes with EMIC waves 
                         occurrence.",
  conference-location = "San Francisco, CA",
      conference-year = "09-13 dec.",
             language = "en",
           targetfile = "medeiros_neural.pdf",
        urlaccessdate = "16 abr. 2024"
}