SimplETAS: A Benchmark Earthquake Forecasting Model Suitable for Operational Purposes and Seismic Hazard Analysis

被引:9
|
作者
Mancini, Simone [1 ]
Marzocchi, Warner [2 ]
机构
[1] Scuola Super Meridionale, Naples, Italy
[2] Univ Naples Federico II, Dept Earth Environm & Resources Sci, Complesso Monte St Angelo, Naples, Italy
关键词
ETAS MODEL; VARIABILITY; PARAMETERS; IMPACT; TESTS;
D O I
10.1785/0220230199
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
The epidemic -type aftershock sequence (ETAS) model is the most effective mathematical description of the short-term space-time earthquake clustering. However, the use of such a model is sometimes hampered by the difficulty in estimating the high number of its unknown correlated parameters. Moreover, the most recent ETAS formulations introduce the space-time variability of some parameters that makes their estimation even more arduous. Here, we investigate the model in an opposite perspective, looking for the simplest ETAS parameterization that can satisfactorily describes the earthquake clustering in crustal tectonic regions; we named this model simplETAS. We show that simplETAS calibrated with the Italian seismicity of the last decades adequately describes the space-time occurrence of the out -of -sample largest earthquakes in the instrumental and historical catalog, confirming the validity of the assumptions made to build the model. Owing to its simplicity, simplETAS is easily applicable in most regions, and it has some important properties that are worth being remarked. First, simplETAS can be used as a benchmark model to assess the relative predictive skill of more complex earthquake forecasts. Second, it may be used for operational earthquake forecasting purposes in regions with limited earthquake catalogs. Third, it provides a straightforward, flexible, and effective approach to generate synthetic earthquake catalogs of variable length to be implemented in seismic hazard and risk analysis, overcoming all the declustering-related problems and the controversial Poisson assumption.
引用
收藏
页码:38 / 49
页数:12
相关论文
共 50 条
  • [31] Seismic hazard assessments by applying scenario earthquake model with variation of fault parameters
    Hata, N.
    Kanda, J.
    Dan, K.
    Muto, M.
    Miyakoshi, J.
    APPLICATIONS OF STATISICS AND PROBABILITY IN CIVIL ENGINEERING, 2007, : 575 - 576
  • [32] Earthquake Rupture Forecasts for the MPS19 Seismic Hazard Model of Italy
    Visini, Francesco
    Pace, Bruno
    Meletti, Carlo
    Marzocchi, Warner
    Akinci, Aybige
    Azzaro, Raffaele
    Barani, Simone
    Barberi, Graziella
    Barreca, Giovanni
    Basili, Roberto
    Bird, Peter
    Bonini, Marco
    Burrato, Pierfrancesco
    Busetti, Martina
    Carafa, Michele
    Cocina, Ornella
    Console, Rodolfo
    Corti, Giacomo
    D'Agostino, Nicola
    D'Amico, Salvatore
    D'Amico, Vera
    Dal Cin, Michela
    Falcone, Giuseppe
    Fracassi, Umberto
    Gee, Robin
    Kastelic, Vanja
    Lai, Carlo
    Langer, Horst
    Maesano, Francesco
    Marchesini, Andrea
    Martelli, Luca
    Monaco, Carmelo
    Murru, Maura
    Peruzza, Laura
    Poli, Maria
    Pondrelli, Silvia
    Rebez, Alessandro
    Rotondi, Renata
    Rovida, Andrea
    Sani, Federico
    Santulin, Marco
    Scafidi, Davide
    Selva, Jacopo
    Slejko, Dario
    Spallarossa, Daniele
    Tamaro, Alberto
    Tarabusi, Gabriele
    Taroni, Matteo
    Tiberti, Mara
    Tusa, Giuseppina
    ANNALS OF GEOPHYSICS, 2021, 64 (02)
  • [33] Earthquake scenario development in conjunction with the 2023 USGS National Seismic Hazard Model
    Chase, Robert E.
    Jaiswal, Kishor S.
    Petersen, Mark D.
    EARTHQUAKE SPECTRA, 2024, 40 (03) : 1818 - 1844
  • [34] Improved seismic hazard model with application to probabilistic seismic demand analysis
    Bradley, Brendon A.
    Dhakal, Rajesh P.
    Cubrinovski, Misko
    Mander, John B.
    MacRae, Greg A.
    EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS, 2007, 36 (14): : 2211 - 2225
  • [35] Earthquake recurrence and seismic hazard assessment: a comparative analysis over the Italian territory
    Peresan, A.
    Magrin, A.
    Nekrasova, A.
    Kossobokov, V. G.
    Panza, G. F.
    EARTHQUAKE RESISTANT ENGINEERING STRUCTURES IX, 2013, 132 : 23 - 34
  • [36] Seismic hazard in southern Calabria (Italy) based on the analysis of a synthetic earthquake catalog
    Rodolfo Console
    Massimo Chiappini
    Liliana Minelli
    Fabio Speranza
    Roberto Carluccio
    Michele Greco
    Acta Geophysica, 2018, 66 : 931 - 943
  • [37] Hazard and seismic reinforcement analysis for typical large dams following the Wenchuan earthquake
    Lin, Peng
    Huang, Bo
    Li, Qingbin
    Wang, Renkun
    ENGINEERING GEOLOGY, 2015, 194 : 86 - 97
  • [38] EARTHQUAKE DATA REVIEW AND SEISMIC HAZARD ANALYSIS FOR THE HONG-KONG REGION
    PUN, WK
    AMBRASEYS, NN
    EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS, 1992, 21 (05): : 433 - 443
  • [39] Near-field probabilistic seismic hazard analysis with characteristic earthquake effects
    Saman Yaghmaei-Sabegh
    Mehdi Ebrahimi-Aghabagher
    Natural Hazards, 2017, 87 : 1607 - 1633
  • [40] Seismic hazard in southern Calabria (Italy) based on the analysis of a synthetic earthquake catalog
    Console, Rodolfo
    Chiappini, Massimo
    Minelli, Liliana
    Speranza, Fabio
    Carluccio, Roberto
    Greco, Michele
    ACTA GEOPHYSICA, 2018, 66 (05) : 931 - 943