TY - JOUR
T1 - Wavelet maxima curves of surface latent heat flux associated with two recent Greek earthquakes
AU - Cervone, G.
AU - Kafatos, M.
AU - Napoletani, D.
AU - Singh, R. P.
PY - 2004
Y1 - 2004
N2 - Multi sensor data available through remote sensing satellites provide information about changes in the state of the oceans, land and atmosphere. Recent studies have shown anomalous changes in oceans, land, atmospheric and ionospheric parameters prior to earthquakes events. This paper introduces an innovative data mining technique to identify precursory signals associated with earthquakes. The proposed methodology is a multi strategy approach which employs one dimensional wavelet transformations to identify singularities in the data, and an analysis of the continuity of the wavelet maxima in time and space to identify the singularities associated with earthquakes. The proposed methodology has been employed using Surface Latent Heat Flux (SLHF) data to study the earthquakes which occurred on 14 August 2003 and on 1 March 2004 in Greece. A single prominent SLHF anomaly has been found about two weeks prior to each of the earthquakes.
AB - Multi sensor data available through remote sensing satellites provide information about changes in the state of the oceans, land and atmosphere. Recent studies have shown anomalous changes in oceans, land, atmospheric and ionospheric parameters prior to earthquakes events. This paper introduces an innovative data mining technique to identify precursory signals associated with earthquakes. The proposed methodology is a multi strategy approach which employs one dimensional wavelet transformations to identify singularities in the data, and an analysis of the continuity of the wavelet maxima in time and space to identify the singularities associated with earthquakes. The proposed methodology has been employed using Surface Latent Heat Flux (SLHF) data to study the earthquakes which occurred on 14 August 2003 and on 1 March 2004 in Greece. A single prominent SLHF anomaly has been found about two weeks prior to each of the earthquakes.
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U2 - 10.5194/nhess-4-359-2004
DO - 10.5194/nhess-4-359-2004
M3 - Article
AN - SCOPUS:4544382141
SN - 1561-8633
VL - 4
SP - 359
EP - 374
JO - Natural Hazards and Earth System Science
JF - Natural Hazards and Earth System Science
IS - 3
ER -