Effect of significant data loss on identifying electric signals that precede rupture estimated by detrended fluctuation analysis in natural time.

Chaos

Department of Physics, Solid State Section and Solid Earth Physics Institute, University of Athens, Panepistimiopolis, Zografos, Athens 15784, Greece.

Published: September 2010

Electric field variations that appear before rupture have been recently studied by employing the detrended fluctuation analysis (DFA) to quantify their long-range temporal correlations. These studies revealed that seismic electric signal (SES) activities exhibit a scale invariant feature with an exponent αDFA≈1 over all scales investigated (around five orders of magnitude). Here, we study what happens upon significant data loss, which is a question of primary practical importance, and show that the DFA applied to the natural time representation of the remaining data still reveals for SES activities an exponent close to 1.0, which markedly exceeds the exponent found in artificial (man-made) noises. This enables the identification of a SES activity with probability of 75% even after a significant (70%) data loss. The probability increases to 90% or larger for 50% data loss.

Download full-text PDF

Source
http://dx.doi.org/10.1063/1.3479402DOI Listing

Publication Analysis

Top Keywords

data loss
16
detrended fluctuation
8
fluctuation analysis
8
natural time
8
ses activities
8
data
5
loss identifying
4
identifying electric
4
electric signals
4
signals precede
4

Similar Publications

Background: Digital mental health interventions (DMHIs) to monitor and improve the health of people with psychosis or bipolar disorder show promise; however, user engagement is variable, and integrated clinical use is low.

Objective: This prospectively registered systematic review examined barriers and facilitators of clinician and patient engagement with DMHIs, to inform implementation within real-world settings.

Methods: A systematic search of 7 databases identified empirical studies reporting qualitative or quantitative data about factors affecting staff or patient engagement with DMHIs aiming to monitor or improve the mental or physical health of people with psychosis or bipolar disorder.

View Article and Find Full Text PDF

Bruises can affect the appearance and nutritional value of apples and cause economic losses. Therefore, the accurate detection of bruise levels and bruise time of apples is crucial. In this paper, we proposed a method that combines a self-designed multispectral imaging system with deep learning to accurately detect the level and time of bruising on apples.

View Article and Find Full Text PDF

The results of an investigation of an impact of the structure of recently synthesized bis(trifluoromethylsulfonyl)imide mono- and dicationic ionic liquids on their properties and behavior as lubricants for slippery liquid infused superhydrophobic coatings are presented for a wide temperature range. In this study, a new approach based on monitoring the surface tension of a liquid sessile droplet on top of a coating was exploited for the analysis of the evolution of the coating properties in prolonged contact with the liquid. It was found that the continuous contact with water flow results in slippery property degradation according to two different scenarios.

View Article and Find Full Text PDF

Objective: Anxiety and depression in patients following cerebrovascular accidents are among frequently occurring complications of the medical condition. The consequences affect personal, family, professional, and social life. They cause severe functional and cognitive impairments, limit the ability to perform normal daily activities, which can result in complete disability.

View Article and Find Full Text PDF

Objective: To investigate the efficacy of laparoscopic sigmoid extraperitoneal colostomy combined with pelvic peritoneal closure in abdominoperineal resection for low rectal cancer.

Methods: We retrospectively analyzed the clinical data of 162 patients with low rectal cancer, who underwent laparoscopic abdominoperineal resection from January 2015 to January 2019 at the Affiliated Peace Hospital of Changzhi Medical College. Extraperitoneal stoma construction was performed in 98 patients (study group), while 64 patients (control group) underwent the procedure without suturing the pelvic peritoneum.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!