Madiedo, J. M.Ortiz, J. L.Izquierdo, J.Santos-Sanz, P.Aceituno, J.Guindos, E. deYanguas Sayas, PatriciaPalacián Subiela, Jesús FranciscoSan Segundo, A.Ávila, D.Tosar, BorjaGómez-Hernández, A.Gómez-Martínez, JuanAimee, A. I.2022-06-092022-06-092022Madiedo, J. M.; Ortiz, J. L.; Izquierdo, J.; Santos-Sanz, P.; Aceituno, J.; de Guindos, E.; Yanguas, P.; Palacián, J.; San-Segundo, A.; Ávila, D.; Tosar, B.; Gómez-Hernández, A.; Gómez-Martínez, J.; Aimee, A. I.. (2022). The southwestern Europe meteor network: development of new artificial intelligence tools and remarkable fireballs observed from January to February 2022. Meteornews. 7,3 199-208 .2570-4745https://academica-e.unavarra.es/handle/2454/43112In this work we focus on the development of an artificial intelligence in the framework of the Southwestern Europe Meteor Network (SWEMN) and the SMART project. This is named AIMIE, and is capable of writing scientific contributions from fireball data included in the SWEMN database. As an example of the capabilities of AIMIE we also present in this work a report containing the analysis of some of the remarkable fireballs spotted from our meteor-observing stations from January to February 2022. These have been observed over the Iberian Peninsula, and their absolute magnitude ranges from -10 to -13. One of these bolides was a potential meteorite-dropper. The emission spectrum of one of the events is also discussed.10 p.application/pdfeng© eMeteorNews © 2022 The copyright of articles submitted to eMeteorNews remains with the authors. Con permiso de los autores.Southwestern Europe Meteor Network (SWEMN)AIMIEMeteor eventsFireballsinfo:eu-repo/semantics/article2022-06-09info:eu-repo/semantics/openAccess