{"paper":{"title":"Euclid: Detecting Solar System objects in Euclid images and classifying them using Kohonen self-organising maps","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"astro-ph.IM","authors_text":"A. A. Nucita, A. Cimatti, A. Da Silva, A. Franco, A. Grazian, A. Hornstrup, A. Kiessling, A. M. Di Giorgio, A. N. Taylor, A. Renzi, A. Secroun, A. Verdier, A. Veropalumbo, A. Zacchei, B. Altieri, B. Carry, B. Gillis, B. Kubik, B. Sartoris, C. Burigana, C. Carbone, C. Giocoli, C. J. Conselice, C. Padilla, C. Sirignano, D. C. Masters, D. Sapone, E. Branchini, E. Franceschi, E. Keih\\\"anen, E. Maiorano, E. Medinaceli, E. Romelli, E. Rossetti, E. Zucca, F. Courbin, F. De Paolis, F. Dubath, F. Grupp, F. Hormuth, F. Marulli, F. Pasian, F. Raison, F. Strafella, F. Torradeflot, G. Castignani, G. Congedo, G. Meylan, G. Polenta, G. Riccio, G. Seidel, G. Sirri, G. Verdoes Kleijn, H. Degaudenzi, H. Kurki-Suonio, H. M. Courtois, I. Lloro, I. Tereno, I. Tutusaus, J. Brinchmann, J. Carretero, J. Dinis, J. Hoar, J. Rhodes, J. Skottfelt, J. Steinwagner, J. Weller, K. Jahnke, K. Markovic, K. Pedersen, L. A. Popa, L. Conversi, L. Moscardini, L. Pozzetti, L. Stanco, L. Valenziano, M. Baldi, M. Bolzonella, M. Brescia, M. Castellano, M. Farina, M. Frailis, M. Fumana, M. Granvik, M. Jhabvala, M. Kilbinger, M. K\\\"ummel, M. Maiorano, M. Meneghetti, M. Miluzio, M. Moresco, M. Poncet, M. P\\\"ontinen, M. Roncarelli, M. Schirmer, N. Aghanim, N. Auricchio, N. Martinet, O. Mansutti, O. Marggraf, P. B. Lilje, P. G\\'omez-Alvarez, P. Hudelot, P. Schneider, P. Tallada-Cresp\\'i, R. D. Vavrek, R. Kohley, R. Laureijs, R. Massey, R. Nakajima, R. Rebolo, R. Saglia, R. Toledo-Moreo, S. Andreon, S. Bardelli, S. Camera, S. Casas, S. Cavuoti, S. Dusini, S. Farrens, S. Ferriol, S. Galeotta, S. Kermiche, S. Ligori, S. Mei, S.-M. Niemi, S. Paltani, S. Pires, S. Sacquegna, S. Serrano, S. V. H. Haugan, T. Vassallo, V. Capobianco, V. Kansal, V. Lindholm, V. Orofino, V. Pettorino, V. Scottez, V. Testa, W. Holmes, X. Dupac, Y. Copin, Y. Mellier, Y. Wang","submitted_at":"2025-01-09T07:32:51Z","abstract_excerpt":"The ESA Euclid mission will survey more than 14,000 deg$^2$ of the sky in visible and near-infrared wavelengths, mapping the extra-galactic sky to constrain our cosmological model of the Universe. Although the survey focusses on regions further than 15 deg from the ecliptic, it should allow for the detection of more than about $10^5$ Solar System objects (SSOs). After simulating the expected signal from SSOs in Euclid images acquired with the visible camera (VIS), we describe an automated pipeline developed to detect moving objects with an apparent velocity in the range of 0.1-10 arcsec/h, typ"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.05023","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2501.05023/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"}