SERPENTINE catalog of solar cycle 25 multi-spacecraft solar energetic particle events
Notice bibliographique
Résumé
This catalog contains multi-spacecraft solar energetic particle (SEP) events, which were observed with the new heliospheric spacecraft fleet in solar cycle 25. It has been created within the European Union’s Horizon 2020 project SERPENTINE (Solar energetic particle analysis platform for the inner heliosphere). The catalog comprises key SEP characteristics observed by five different observer locations as provided by Solar Orbiter, Parker Solar Probe, STEREO A, Wind and SOHO (at the Lagrangian point 1), and BepiColombo. It focuses on large events, which show energetic proton increases above 25 MeV observed at least at two spacecraft. The catalog provides not only key parameters of the proton event but also the same parameters for 1 MeV and 100 keV electrons, respectively. For more information, and if you use this catalog, please refer to the corresponding publication: The solar cycle 25 multi-spacecraft solar energetic particle event catalog of the SERPENTINE projectN. Dresing, A. Yli-Laurila, S. Valkila, J. Gieseler, D. E. Morosan, G. U. Farwa, Y. Kartavykh, C. Palmroos, I. Jebaraj, S. Jensen, P. Kühl, B. Heber, F. Espinosa, R. Gómez-Herrero, E. Kilpua, V.-V. Linho, P. Oleynik, L. A. Hayes, A. Warmuth, F. Schuller, H. Collier, H. Xiao, E. Asvestari, D. Trotta, J. G. Mitchell, C. M. S. Cohen, A. W. Labrador, M. E. Hill and R. VainioA&A, 687 (2024) A72DOI: 10.1051/0004-6361/202449831, arXiv:2403.00658. The csv files provided here are archived versions of the dynamic catalog available at https://data.serpentine-h2020.eu/catalogs/sep-sc25/ Provided are two semicolon-separated csv files containing the same data. The only difference is that the file sep-sc25_extended_header.csv includes an extensive header. Field descriptions id: ID science_case: Science case date: Event date [UTC] flare_time: Flare time [UTC] flare_lat: Flare Carrington latitude [deg] flare_lon: Flare Carrington longitude [deg] flare_class: Flare class (GOES) flare_comments: Flare Comments radio_type2: Radio type II bursts decametric_type2_start: Decametric type II burst start time [UT] decametric_type2_stop: Decametric type II burst end time [UT] decametric_type2_freq_range: Decametric type II frequency range [MHz] radio_type2_start: Metric radio type II burst start time [UT] radio_type2_stop: Metric radio type II burst end time [UT] radio_type2_freq_range: Frequency range of metric type II burst [MHz] radio_imaging_available: Metric radio imaging available radio_comments: Radio comments cme_id: Associated CMEs solar_mach_link: Solar-Mach link S/C codes BepiC: BepiColombo L1: L1 (SOHO/Wind) PSP: Parker Solar Probe STA: STEREO A SolO: Solar Orbiter S/C related field descriptions {sc}_sc_lat: S/C Carrington latitude [deg] {sc}_sc_lon: S/C Carrington longitude [deg] {sc}_dist: S/C radial distance [au] {sc}_ip_shock_id: Associated IP shocks {sc}_p25MeV_onset_date: S/C protons 25 MeV onset date [UTC] {sc}_p25MeV_onset_time: S/C protons 25 MeV onset time [UTC] {sc}_p25MeV_onset_time_formatted: S/C protons 25 MeV onset time [UTC] (Formatted) {sc}_p25MeV_onset_averaging: S/C protons 25 MeV averaging used for onset [min] {sc}_p25MeV_onset_sector: S/C protons 25 MeV sector used for onset {sc}_p25MeV_peak_date: S/C protons 25 MeV peak date [UTC] {sc}_p25MeV_peak_time: S/C protons 25 MeV peak time [UTC] {sc}_p25MeV_peak_time_formatted: S/C protons 25 MeV peak time [UTC] (Formatted) {sc}_p25MeV_peak_flux: S/C protons 25 MeV peak flux [cm^-2 s^-1 sr^-1 MeV^-1] {sc}_p25MeV_peak_flux_formatted: S/C protons 25 MeV peak flux [cm^-2 s^-1 sr^-1 MeV^-1] (Formatted) {sc}_p25MeV_peak_averaging: S/C protons 25 MeV averaging used for peak [min] {sc}_p25MeV_peak_sector: S/C protons 25 MeV sector used for peak {sc}_p25MeV_injection_date: S/C protons 25 MeV inferred injection date [UTC] {sc}_p25MeV_injection_time: S/C protons 25 MeV inferred injection time [UTC] {sc}_p25MeV_pathlength: S/C protons 25 MeV path length used for inferred injection time [au] {sc}_p25MeV_sw_speed: S/C protons 25 MeV onset solar wind speed [km/s] {sc}_p25MeV_comments: S/C protons 25 MeV comments {sc}_e100keV_onset_date: S/C electrons 100 keV onset date [UTC] {sc}_e100keV_onset_time: S/C electrons 100 keV onset time [UTC] {sc}_e100keV_onset_time_formatted: S/C electrons 100 keV onset time [UTC] (Formatted) {sc}_e100keV_onset_averaging: S/C electrons 100 keV averaging used for onset [min] {sc}_e100keV_onset_sector: S/C electrons 100 keV sector used for onset {sc}_e100keV_peak_date: S/C electrons 100 keV peak date [UTC] {sc}_e100keV_peak_time: S/C electrons 100 keV peak time [UTC] {sc}_e100keV_peak_time_formatted: S/C electrons 100 keV peak time [UTC] (Formatted) {sc}_e100keV_peak_flux: S/C electrons 100 keV peak flux [cm^-2 s^-1 sr^-1 MeV^-1] {sc}_e100keV_peak_flux_formatted: S/C electrons 100 keV peak flux [cm^-2 s^-1 sr^-1 MeV^-1] (Formatted) {sc}_e100keV_peak_averaging: S/C electrons 100 keV averaging used for peak [min] {sc}_e100keV_peak_sector: S/C electrons 100 keV sector used for peak {sc}_e100keV_injection_date: S/C electrons 100 keV inferred injection date [UTC] {sc}_e100keV_injection_time: S/C electrons 100 keV inferred injection time [UTC] {sc}_e100keV_pathlength: S/C electrons 100 keV path length used for inferred injection time [au] {sc}_e100keV_sw_speed: S/C electrons 100 keV onset solar wind speed [km/s] {sc}_e100keV_comments: S/C electrons 100 keV comments {sc}_e1MeV_onset_date: S/C electrons 1 MeV onset date [UTC] {sc}_e1MeV_onset_time: S/C electrons 1 MeV onset time [UTC] {sc}_e1MeV_onset_time_formatted: S/C electrons 1 MeV onset time [UTC] (Formatted) {sc}_e1MeV_onset_averaging: S/C electrons 1 MeV averaging used for onset [min] {sc}_e1MeV_onset_sector: S/C electrons 1 MeV sector used for onset {sc}_e1MeV_peak_date: S/C electrons 1 MeV peak date [UTC] {sc}_e1MeV_peak_time: S/C electrons 1 MeV peak time [UTC] {sc}_e1MeV_peak_time_formatted: S/C electrons 1 MeV peak time [UTC] (Formatted) {sc}_e1MeV_peak_flux: S/C electrons 1 MeV peak flux [cm^-2 s^-1 sr^-1 MeV^-1] {sc}_e1MeV_peak_flux_formatted: S/C electrons 1 MeV peak flux [cm^-2 s^-1 sr^-1 MeV^-1] (Formatted) {sc}_e1MeV_peak_averaging: S/C electrons 1 MeV averaging used for peak [min] {sc}_e1MeV_peak_sector: S/C electrons 1 MeV sector used for peak {sc}_e1MeV_injection_date: S/C electrons 1 MeV inferred injection date [UTC] {sc}_e1MeV_injection_time: S/C electrons 1 MeV inferred injection time [UTC] {sc}_e1MeV_pathlength: S/C electrons 1 MeV path length used for inferred injection time [au] {sc}_e1MeV_sw_speed: S/C electrons 1 MeV onset solar wind speed [km/s] {sc}_e1MeV_comments: S/C electrons 1 MeV comments {sc}_ep_ratio: Ratio of Electrons (~1MeV) / Protons (25-40 MeV) CHANGELOG: 2024-09-06 Flare information has been updated Updated cme_id info corresponding to updated CME catalog (Zenodo version only: change file format from "semicolon separated" to "comma separated, with fields containing commas surrounded by quotes") 2024-05-24 Events 35, 36: flare times (GOES) were incorrectly provided as peak times. They have been changed to start times (like for all flares). All 8 events where SOLO/STIX has been used for flare determination had been time shifted to the Sun. Now they are shifted to 1 AU to be consistent with the GOES times.
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,001 | 0,001 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,000 |
| Méta-épidémiologie (sens large) | 0,001 | 0,000 |
| Bibliométrie | 0,007 | 0,007 |
| Études des sciences et des technologies | 0,001 | 0,000 |
| Communication savante | 0,002 | 0,001 |
| Science ouverte | 0,001 | 0,001 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,034 | 0,024 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».