The uncertainty arising from random sampling of non-debris flow samples significantly impacts the accuracy of debris flow susceptibility assessments (DFSA).This study introduces a novel uncertainty elimination method, Kernel Density Estimation (KDE), and compares it with Mean and Maximum Probability Analysis (MPA) methods.Furthermore, we investigat
Systems Architecture Design Pattern Catalog for Developing Digital Twins
A digital twin is Default a digital replica of a physical entity to which it is remotely connected.A digital twin can provide a rich representation of the corresponding physical entity and enables sophisticated control for various purposes.Although the concept of the digital twin is largely known, designing digital twins based systems has not yet b
PiRNA Obtained through Liquid Biopsy as a Possible Cancer Biomarker
In recent years PIWI-interacting RNAs (piRNAs) have gained the interest of scientists, mainly because of their possible implications in cancer.Many kinds of research showed how their expression can be linked to malignant diseases.However, most of them evaluated the expression of piRNAs in tumor tissues.It was shown how these non-coding RNAs can int
Redox Homeostasis in Plants under Abiotic Stress: Role of electron carriers, energy metabolism mediators and proteinaceous thiols
Contemporaneous presence of both oxidized and reduced forms of electron carriers is mandatory in efficient flux by plant electron transport cascades.This requirement is AMARE considered as redox poising that involves the movement of electron from multiple sites in respiratory and photosynthetic electron transport chains to molecular oxygen.This flu
Hypersensitivity to passive voice hearing in hallucination proneness
Voices are a complex and rich acoustic signal Shorts processed in an extensive cortical brain network.Specialized regions within this network support voice perception and production and may be differentially affected in pathological voice processing.For example, the experience of hallucinating voices has been linked to hyperactivity in temporal and