A Short-term ESPERTA-based Forecast Tool for Moderate-to-extreme Solar Proton Events

被引:32
|
作者
Laurenza, M. [1 ]
Alberti, T. [1 ,2 ]
Cliver, E. W. [3 ,4 ]
机构
[1] INAF IAPS, Via Fosso Cavaliere 100, I-00133 Rome, Italy
[2] Univ Calabria, Dipartmento Fis, Cubo 31C, I-87036 Arcavacata Di Rende, CS, Italy
[3] Natl Solar Observ, 3665 Discovery Dr, Boulder, CO 80303 USA
[4] US Air Force, Res Lab, Space Vehicles Directorate, 3550 Aberdeen Ave, Kirtland AFB, NM 87117 USA
来源
ASTROPHYSICAL JOURNAL | 2018年 / 857卷 / 02期
基金
美国海洋和大气管理局; 美国国家航空航天局;
关键词
methods: data analysis; Sun: activity; Sun: flares; Sun: particle emission; Sun: radio radiation; Sun:; X-rays; gamma rays; ENERGETIC PARTICLES; SPACECRAFT; FLARES;
D O I
10.3847/1538-4357/aab712
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
The ESPERTA (Empirical model for Solar Proton Event Real Time Alert) forecast tool has a Probability of Detection (POD) of 63% for all >10 MeV events with proton peak intensity >= 10 pfu (i.e., >= S1 events, S1 referring to minor storms on the NOAA Solar Radiation Storms scale), from 1995 to 2014 with a false alarm rate (FAR) of 38% and a median (minimum) warning time (WT) of similar to 4.8 (0.4) hr. The NOAA space weather scale includes four additional categories: moderate (S2), strong (S3), severe (S4), and extreme (S5). As S1 events have only minor impacts on HF radio propagation in the polar regions, the effective threshold for significant space radiation effects appears to be the S2 level (100 pfu), above which both biological and space operation impacts are observed along with increased effects on HF propagation in the polar regions. We modified the ESPERTA model to predict >= S2 events and obtained a POD of 75% (41/55) and an FAR of 24% (13/54) for the 1995-2014 interval with a median (minimum) WT of similar to 1.7 (0.2) hr based on predictions made at the time of the S1 threshold crossing. The improved performance of ESPERTA for >= S2 events is a reflection of the big flare syndrome, which postulates that the measures of the various manifestations of eruptive solar flares increase as one considers increasingly larger events.
引用
收藏
页数:11
相关论文
共 50 条
  • [1] Upgrades of the ESPERTA forecast tool for solar proton events
    Laurenza, Monica
    Stumpo, Mirko
    Zucca, Pietro
    Mancini, Mattia
    Benella, Simone
    Clark, Liam
    Alberti, Tommaso
    Marcucci, Maria Federica
    JOURNAL OF SPACE WEATHER AND SPACE CLIMATE, 2024, 14
  • [2] Solar Activity from 2006 to 2014 and Short-term Forecasts of Solar Proton Events Using the ESPERTA Model
    Alberti, T.
    Laurenza, M.
    Cliver, E. W.
    Storini, M.
    Consolini, G.
    Lepreti, F.
    ASTROPHYSICAL JOURNAL, 2017, 838 (01):
  • [3] Short-term prediction of solar proton events by neural network method
    Gong, JC
    Xue, BS
    Liu, SQ
    Zou, ZM
    Miao, J
    Wang, JL
    CHINESE ASTRONOMY AND ASTROPHYSICS, 2004, 28 (02) : 174 - 182
  • [4] Short term forecast of solar geoeffective flare events
    Ishkov, VN
    SOLAR VARIABILITY AS AN INPUT TO THE EARTH'S ENVIRONMENT, 2003, 535 : 559 - 560
  • [5] SHORT-TERM FORECAST OF PROTON FLASHES IN THE ACTIVE REGION
    AVDIUSHIN, SI
    BERNSTEIN, PB
    VAINBERG, IR
    DOKLADY AKADEMII NAUK SSSR, 1980, 254 (06): : 1380 - 1383
  • [6] Short-term solar irradiation forecast based on LSTM neural network
    Zhao S.
    Shang Y.
    Yang Y.
    Li Y.
    Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2021, 42 (03): : 383 - 388
  • [7] QUANTITATIVE SHORT-TERM FORECAST OF SOLAR-FLARES
    MOGILEVSKII, EI
    VESTNIK AKADEMII NAUK SSSR, 1973, (03) : 37 - 41
  • [8] Short-Term Spanish Aggregated Solar Energy Forecast
    Perez-Mora, Nicolas
    Canals, Vincent
    Martinez-Moll, Victor
    ADVANCES IN COMPUTATIONAL INTELLIGENCE, PT II, 2015, 9095 : 307 - 319
  • [9] Development of lightning observation system for short-term forecast of extreme weather events in the Philippine under ULAT project
    Yamashita, Kozo
    Sato, Mitsuteru
    Takahashi, Yukihiro
    Kubota, Hisayuki
    Momota, Eriko
    Hamada, Jun-ichi
    Matsumoto, Jun
    Kojima, Shin-ya
    Katahira, Yo-ichi
    2018 34TH INTERNATIONAL CONFERENCE ON LIGHTNING PROTECTION (ICLP 2018), 2018,
  • [10] An analog ensemble for short-term probabilistic solar power forecast
    Alessandrini, S.
    Delle Monache, L.
    Sperati, S.
    Cervone, G.
    APPLIED ENERGY, 2015, 157 : 95 - 110