Geomagnetism and Aeronomy最新文献_第2页

Influence of Ionospheric Wind on the Formation of VLF/LF Anomalies Related to Earthquake Preparation 电离层风对与地震准备有关的甚低频/高频异常形成的影响

IF 0.7 4区地球科学

Geomagnetism and Aeronomy Pub Date : 2024-10-27 DOI: 10.1134/S0016793224600620

V. M. Sorokin

引用次数: 0

Predicting the Unpredictable: Advancements in Earthquake Forecasting Using Artificial Intelligence and LSTM Networks 预测不可预测：利用人工智能和 LSTM 网络进行地震预测的进展

IF 0.7 4区地球科学

Geomagnetism and Aeronomy Pub Date : 2024-10-27 DOI: 10.1134/S0016793224600693

Sevim Bilici, Fatih Külahcı, Ahmet Bilici

{"title":"Predicting the Unpredictable: Advancements in Earthquake Forecasting Using Artificial Intelligence and LSTM Networks","authors":"Sevim Bilici, Fatih Külahcı, Ahmet Bilici","doi":"10.1134/S0016793224600693","DOIUrl":"10.1134/S0016793224600693","url":null,"abstract":"Earthquakes, representing some of the most devastating natural phenomena, pose a persistent challenge in prediction due to their unpredictable nature. Despite significant insights offered by traditional methods, their lack of precision often leaves communities at risk. This research explores a cutting-edge approach in earthquake prediction using artificial intelligence (AI), with a particular emphasis on the attention encoder–decoder long short-term memory (LSTM) model. Focused on modeling seismic events of varied scales that occurred from 2007 to 2010 in the North Anatolian Fault Zone (NAFZ), Turkey, this study compares the efficacy of various AI models including multi-layer perceptron (MLP) and LSTM. The research reveals that the attention encoder–decoder LSTM model surpasses its counterparts in performance. It demonstrates a remarkable capability in forecasting earthquakes by effectively deciphering complex patterns within the data, underscoring its viability as a powerful tool in seismic prediction. The attention encoder–decoder LSTM model, utilizing AI’s latest advancements, offers a nuanced approach by selectively concentrating on relevant data segments, a method particularly beneficial in analyzing complex seismic patterns. This study endeavors to advance the field of earthquake prediction, proposing a model that combines sophisticated AI techniques with in-depth seismic data analysis for more accurate forecasting.","PeriodicalId":55597,"journal":{"name":"Geomagnetism and Aeronomy","volume":null,"pages":null},"PeriodicalIF":0.7,"publicationDate":"2024-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142518965","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Ionospheric Whispers of the Earth’s Tremors: Decoding TEC Mysteries in the East Anatolian Fault Zone 地球震颤的电离层低语：解密东安纳托利亚断裂带的 TEC 之谜

IF 0.7 4区地球科学

Geomagnetism and Aeronomy Pub Date : 2024-10-27 DOI: 10.1134/S0016793223600960

Marjan Mohammed Ghafar, Dawar Hama Khalid Mohammed, Hemn Salh, Sarkhel Dleer, Sebar Mukhtar, Fatih Külahcı

{"title":"Ionospheric Whispers of the Earth’s Tremors: Decoding TEC Mysteries in the East Anatolian Fault Zone","authors":"Marjan Mohammed Ghafar, Dawar Hama Khalid Mohammed, Hemn Salh, Sarkhel Dleer, Sebar Mukhtar, Fatih Külahcı","doi":"10.1134/S0016793223600960","DOIUrl":"10.1134/S0016793223600960","url":null,"abstract":"In the evolving field of seismo-ionospheric studies, understanding the variations in the Total Electron Content (TEC) and their implications for seismic forecasting stands paramount. This investigation presents an exhaustive scrutiny of TEC deviations and their prospective role as leading indicators for seismic activities, with a concentrated focus on the tectonically significant East Anatolian Fault Zone. Through the methodical analysis of a 26-day temporal window encapsulating the advent of a notable seismic event, we harnessed advanced statistical approaches to discern and typify TEC aberrations. One of the standout revelations from our research was the unambiguous identification of marked ionospheric TEC irregularities preceding the seismic event. Remarkably, these deviations manifest discernible configurations that, when juxtaposed with geomagnetic storm indices and solar dynamics, suggest their potential utility as seismic harbingers, particularly during epochs typified by serene geomagnetic ambiances. By penetrating these configurations, our inquiry illuminates the complex dynamism intertwining TEC modulations, seismic episodes, and geomagnetic perturbations. Consequently, this exploration augments the contemporary discourse on earthquake-ionosphere dynamics, offering pivotal perspectives that could shape future research trajectories in the domain.","PeriodicalId":55597,"journal":{"name":"Geomagnetism and Aeronomy","volume":null,"pages":null},"PeriodicalIF":0.7,"publicationDate":"2024-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142518966","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Changes with Time in the Relation between the Critical Frequency and Height of the F 2 Layer 临界频率与 F 2 层高度之间的关系随时间的变化

IF 0.7 4区地球科学

Geomagnetism and Aeronomy Pub Date : 2024-10-27 DOI: 10.1134/S0016793224600590

A. D. Danilov, A. V. Konstantinova, N. A. Berbeneva

引用次数: 0

Influence of Large-Scale Auroral Inhomogeneities on the Passage of Radio Waves under Moderate Geomagnetic Storm Conditions 中度地磁暴条件下大规模极光不均匀性对无线电波通过的影响

IF 0.7 4区地球科学

Geomagnetism and Aeronomy Pub Date : 2024-10-27 DOI: 10.1134/S0016793224600607

I. V. Krasheninnikov, V. N. Shubin

{"title":"Influence of Large-Scale Auroral Inhomogeneities on the Passage of Radio Waves under Moderate Geomagnetic Storm Conditions","authors":"I. V. Krasheninnikov, V. N. Shubin","doi":"10.1134/S0016793224600607","DOIUrl":"10.1134/S0016793224600607","url":null,"abstract":"We analyze the experimental results of multifrequency oblique radio sounding of the ionosphere on the Norilsk–Irkutsk meridional transauroral radio path during the moderate geomagnetic storm on September 22, 2018, with a maximum value of the disturbance index Kp ~ 5. The Global Dynamic Model of the Ionosphere (GDMI), which takes into account the dynamic state of the basic large-scale structures of the polar ionosphere—the main ionospheric trough (MIT), polar oval, and auroral E layer—is used to demonstrate the overall correspondence of maximum observed frequencies (MOF 1F2) and calculated maximum usable frequencies (MUF 1F2) with variations in the geomagnetic disturbance dynamics. A physical explanation is given for the recorded phenomenon of complete blocking of radio waves transmission in local nighttime conditions (“blackout”). The main factor of this effect is the presence of the auroral E-layer in the ionosphere, generated by precipitating charged particles, which are highly inhomogeneous in the longitudinal section of the radio path. Under daytime conditions, the presence of the auroral component in the E layer leads to a weaker effect of degradation of multiple reflections traces on oblique radio sounding ionograms.","PeriodicalId":55597,"journal":{"name":"Geomagnetism and Aeronomy","volume":null,"pages":null},"PeriodicalIF":0.7,"publicationDate":"2024-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142519033","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Spatiotemporal Characteristics of Geomagnetic Variations in the Range of Jerks 震荡范围内地磁变化的时空特征

IF 0.7 4区地球科学

Geomagnetism and Aeronomy Pub Date : 2024-10-27 DOI: 10.1134/S0016793224600371

V. V. Dymov-Ivanov, T. N. Bondar

引用次数: 0

Study of Pc5 Geomagnetic Pulsations on a 2D Network of Stations 二维台站网络上的 Pc5 地磁脉冲研究

IF 0.7 4区地球科学

Geomagnetism and Aeronomy Pub Date : 2024-10-27 DOI: 10.1134/S0016793224600656

Yu. A. Kopytenko, V. S. Ismagilov

{"title":"Study of Pc5 Geomagnetic Pulsations on a 2D Network of Stations","authors":"Yu. A. Kopytenko, V. S. Ismagilov","doi":"10.1134/S0016793224600656","DOIUrl":"10.1134/S0016793224600656","url":null,"abstract":"Using data from the 2D IMAGE network and magnetic stations located in Russia, Pc5 geomagnetic pulsations with a frequency of ~2.8 mHz, which occurred in the afternoon sector against the background of the magnetic storm of August 27, 2014, preceded by a 5-day period with low magnetic activity, are studied in detail. In two time intervals, at the beginning of the storm and during the period of maximum magnetic activity, instantaneous 2D distributions of Pc5 magnetic field amplitudes on Earth’s surface are plotted. It has been found that the ionospheric sources of Pc5 (vortex Hall currents) have an elliptical shape with a larger axis in the south–north direction. At the beginning of the magnetic storm, a single burst of Pc5 pulsations was detected, the center of the source of which was located at the geomagnetic latitude ~67.5° (L ~ 6.8 RE) and moved westward with a velocity of ~0.7 km/s. The estimated size of this ionospheric source is ~150 km in the west–east direction and ~330 km in the south–north direction. During the maximum of the magnetic storm, Pc5 pulsations are produced by two ionospheric sources following each other. These ionospheric sources have a more elongated elliptical shape with axes of ~250 km in the west–east direction and ~670 km in the south–north direction. The centers of these sources were shifted by 4° to a more southern geomagnetic latitude ~63.5° (L ~ 5 RE) and moved westward with a velocity of ~1.7 km/s. Estimates of the size of the two-time magnetic field tube in which the resonance MHD waves have been generated and its velocity in the equatorial plane of the magnetosphere are presented.","PeriodicalId":55597,"journal":{"name":"Geomagnetism and Aeronomy","volume":null,"pages":null},"PeriodicalIF":0.7,"publicationDate":"2024-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142519039","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

On the Possible Relationship of a Set of Statistically Revealed Quasi-Linear Local Trends of Variations in the Magnetic Field Parameters Prior to Earthquakes in Seismically Active Zones of the Black Sea, Caucasus, and Western Asia 关于黑海、高加索和西亚地震活跃区地震前磁场参数变化的一组统计意义上的准线性局部趋势的可能关系

IF 0.7 4区地球科学

Geomagnetism and Aeronomy Pub Date : 2024-10-27 DOI: 10.1134/S0016793224600681

A. E. Volvach, L. P. Kogan, K. H. Kanonidi, L. I. Nadezhka, I. T. Bubukin, O. V. Boborykina, V. B. Shtenberg, L. N. Volvach, D. T. Biazitov

引用次数: 0

Calculation of Geomagnetic Cutoff Rigidity Using Tracing Based on the Buneman–Boris Method 利用基于布尼曼-博里斯法的跟踪计算地磁截止刚度

IF 0.7 4区地球科学

Geomagnetism and Aeronomy Pub Date : 2024-10-27 DOI: 10.1134/S0016793224600668

P. A. Kruchinin, V. V. Malakhov, V. S. Golubkov, A. G. Mayorov

引用次数: 0

Irregularities in the Shift of Earth’s Geographical Pole and Jerks in the Geomagnetic Field 地球地理极移动的不规则性和地磁场的颠簸

IF 0.7 4区地球科学

Geomagnetism and Aeronomy Pub Date : 2024-08-13 DOI: 10.1134/S0016793224600395

G. S. Kurbasova, A. E. Volvach

{"title":"Irregularities in the Shift of Earth’s Geographical Pole and Jerks in the Geomagnetic Field","authors":"G. S. Kurbasova, A. E. Volvach","doi":"10.1134/S0016793224600395","DOIUrl":"10.1134/S0016793224600395","url":null,"abstract":"The results of an analysis of some irregularities in a series of coordinates of the shift in the geographic North Pole along Earth’s surface are presented in order to establish a temporal relationship between their appearance and some global jerks in the geomagnetic field. The calculations used average daily data from the IERS service on movement of the North Pole from 1962 to 2021, as well as information on global jerks in the geomagnetic field at all magnetic observatories on the globe. To identify and analyze irregularities in the movement of the pole along the Earth’s surface, the following methods were used: Fourier methods and wavelet analysis of time series, methods for determining the threshold of a fixed shape and minimax in the procedure for analyzing non-Gaussian noise, methods of phase and pseudophase space, as well as the stroboscopic method of constructing the Poincaré map. Analysis of local Fourier spectra and wavelet spectra reveal irregularities in the shift of the North Pole along the Earth’s surface in the following time intervals: 1967.04.09–1967.11.30, 1974.03.29–1974.09.12, 2005.11.03–2006.03.07, comparable to the appearance of global jerks in 1969, 1978 and local jerks in 2005. It is believed that the changes in energy that caused short-term deviations of the shift in the pole’s trajectory and return to the previous trajectory at cusp points are associated with singularities in the interaction of oscillations in Earth’s rotational and translational motion in the Solar System. The time of the appearance of irregularities on the graphs of the polar shift along the Earth’s surface in 1967 and 1974 is ahead of the time of the appearance of global jerks in the geomagnetic field.","PeriodicalId":55597,"journal":{"name":"Geomagnetism and Aeronomy","volume":null,"pages":null},"PeriodicalIF":0.7,"publicationDate":"2024-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142218419","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0