Miracle-dz/UniFAR-FTUs huggingface dataset:
Seasonal Variation of Rainfall in Indonesia under Normal Conditions without ENSO and IOD Events from 1981-2021

This study explores the seasonal rainfall variation in Indonesia under normal conditions, excluding the influence of El-Nino Southern Oscillation (ENSO) and Indian Ocean Dipole (IOD) events. Monthly rainfall data is sourced from the CHIRPS dataset, and wind and atmospheric movement data are obtained from the ECMWF ERA-5 dataset. Identification of normal conditions relies on the ONI and DMI indices. Results reveal that the seasonal rainfall patterns during these normal conditions align with previous studies encompassing all atmospheric conditions. Indonesia typically witnesses one or two peaks in rainfall annually, notably in December-January-February (DJF), May-June (MJ), and March-April-May (MAM), consistent with established rainfall zone classifications in earlier research. A nuanced discrepancy emerges in the timing of the May-June peak, previously noted in June-July. The congruence in peak rainfall patterns during normal conditions, as observed in prior comprehensive research, implies a negligible influence of ENSO and IOD on the timing of seasonal rainfall peaks. Although ENSO and IOD may impact the amplitude of seasonal variation, particularly in Indonesia's eastern and western regions, they do not alter the temporal occurrence of rainfall peaks. Consequently, the timing of rainfall peaks in Indonesia predominantly reflects the combined influence of the Asian and Australian monsoons.
The ecohydrological response to soil moisture based on the distributed hydrological assimilation model in the mountain region

In the mountain region, there is high spatial variability of soil moisture, which limited soil moisture sites may not express. Data assimilation methods can combine the advantages of model simulation and data observation. This study constructs the distribution of soil moisture based on the distributed hydrological assimilation model and explores the ecohydrological response to soil moisture in the mountain region. The relationship between the coefficient of variation and mean soil moisture shows a hysteresis pattern. The terrain conditions where high soil moisture occurs in the study area are an altitude of about 3500 m, a gentle slope, and a shady slope. The low value of soil moisture is characterized by banded aggregation distribution. There is an initial threshold for the contribution of soil moisture to watershed runoff, and the threshold value in the study area of this paper is 0.28 cm3/cm3. The regions with dense vegetation exhibit higher spatial variability in soil moisture. Vegetation plays a heterogeneous role in the spatial variability of soil moisture when precipitation events occur. The study contributes to a deeper understanding of ecohydrological processes by providing regional‐scale data and uncovering the relationships between soil moisture and various ecohydrological factors.
A Biomimetic Multiparametric Assay to Characterise Anti-Amyloid Drugs

Alzheimer’s disease (AD) is the most widespread form of senile dementia worldwide and represents a leading socioeconomic problem in healthcare. Although it is widely debated, the aggregation of the amyloid β peptide (Aβ) is linked to the onset and progression of this neurodegenerative disease. Molecules capable of interfering with specific steps in the fibrillation process remain of pharmacological interest. To identify such compounds, we have set up a small molecule screening process combining multiple experimental methods (UV and florescence spectrometry, ITC, and ATR-FTIR) to identify and characterise potential modulators of Aβ1-42 fibrillation through the description of the biochemical interactions (molecule–membrane Aβ peptide). Three known modulators, namely bexarotene, Chicago sky blue and indomethacin, have been evaluated through this process, and their modulation mechanism in the presence of a biomembrane has been described. Such a well-adapted physico-chemical approach to drug discovery proves to be an undeniable asset for the rapid characterisation of compounds of therapeutic interest for Alzheimer’s disease. This strategy could be adapted and transposed to search for modulators of other amyloids such as tau protein.
Do Good Corporate Governance, Whistleblowing System, and Modernization of the Administrative Tax System Affect Individual Taxpayer Compliance in Indonesia?

Taxes are the main source of revenue for the country. The level of taxpayer compliance is still fluctuating and inconsistent in Indonesia due to the distrust of taxpayers towards tax agencies and the lack of supervision over tax crimes and the complexity of the tax digitization system for most taxpayers, so that taxpayers are negligent and even ignore their obligations. This research aims to test the effect of good corporate governance, whistleblowing system, and modernization of the administrative tax system on taxpayer compliance. This is a quantitative research with the type of this research is primary, meaning that the researchers distributed the questionnaires to the respondents who are registered in Tangerang Tax Office, Indonesia. This research uses a non-probability sampling method with an accidential sampling technique to obtain the 100 samples. The results of this research show that good corporate governance and modernization of the tax administration system have a positive significant effect on taxpayer compliance, while the whistleblowing system has no effect on taxpayer compliance.
Exploring the “works with nature” pillar of food sovereignty: a review of empirical cases in academic literature

Food Sovereignty (FS) is growing in popularity in food-nature academic discussions. This systematic review depicts 1) the level of engagement and 2) the topics related to the “Works with Nature” pillar (WwNP) of food sovereignty present in the academic literature. Most articles engaged with this pillar. Common topics included ecological agriculture practices, rejecting inten-sive-industrial agriculture and exploring how human-nature values and traditional ecological knowledge are affected. An in-depth engagement with ecological conditions (e
Dynamics of the opposite‐verging subduction zones in the Taiwan region: Insights from numerical models

The Taiwan mountain belt between the Eurasian and the Philippine Sea plate is a rare example for an orogen bracketed by two opposite‐verging subduction zones. The influences of the double subduction zones on regional dynamics have long remained unknown. In this study lithospheric deformation and mantle circulation in the Taiwan region are calculated with double subduction‐collision models. The results show that the limitedly deformed subducted Eurasian plate separates the highly deforming orogen above from the highly deforming mantle below. The edge flow driven by the rollback of the Philippine Sea slab dominates in the asthenosphere primarily as a result of the longer slab if the gap between the two slabs beneath Taiwan is sufficiently wide. The induced toroidal current gives rise to a pattern of seismic anisotropy compatible with that measured with teleseismic phases and coincidentally accordant with the strike of the orogen. The additional presence of a frequently hypothesized lithospheric fragment or slab tear disrupts the toroidal circulation and mars the model predictions for seismic anisotropy. We found that the rollback of the Eurasian slab deflects the plate downward and neutralizes the uplift, posing difficulty to models with Eurasian slab extending too far north. These results bolster the view that the Taiwan mountain belt is a subduction‐dominated orogen and both subduction zones play a key role on regional dynamics. Conceptual models specifically developed for large‐scale continent‐continent collision zones that have been commonly applied to the Taiwan region are inadequate for this ocean‐continent, opposite‐verging subduction‐collision system.
Methylsulfonylmethane ameliorates metabolic-associated fatty liver disease by restoring autophagy flux via AMPK/mTOR/ULK1 signaling pathway

Introduction: Metabolism-associated fatty liver disease (MAFLD) is a global health concern because of its association with obesity, insulin resistance, and other metabolic abnormalities. Methylsulfonylmethane (MSM), an organic sulfur compound found in various plants and animals, exerts antioxidant and anti-inflammatory effects. Here, we aimed to assess the anti-obesity activity and autophagy-related mechanisms of Methylsulfonylmethane. Method: Human hepatoma (HepG2) cells treated with palmitic acid (PA) were used to examine the effects of MSM on autophagic clearance. To evaluate the anti-obesity effect of MSM, male C57/BL6 mice were fed a high-fat diet (HFD; 60% calories) and administered an oral dose of MSM (200 or 400 mg/kg/day). Moreover, we investigated the AMP-activated protein kinase (AMPK)/mechanistic target of rapamycin complex 1 (mTORC1)/UNC-51-like autophagy-activating kinase 1 (ULK1) signaling pathway to further determine the underlying action mechanism of MSM. Results: Methylsulfonylmethane treatment significantly mitigated PA-induced protein aggregation in human hepatoma HepG2 cells. Additionally, Methylsulfonylmethane treatment reversed the PA-induced impairment of autophagic flux. Methylsulfonylmethane also enhanced the insulin sensitivity and significantly suppressed the HFD-induced obesity and hepatic steatosis in mice. Western blotting revealed that Methylsulfonylmethane improved ubiquitinated protein clearance in HFD-induced fatty liver. Remarkably, Methylsulfonylmethane promoted the activation of AMPK and ULK1 and inhibited mTOR activity. Conclusion: Our study suggests that MSM ameliorates hepatic steatosis by enhancing the autophagic flux via an AMPK/mTOR/ULK1-dependent signaling pathway. These findings highlight the therapeutic potential of MSM for obesity-related MAFLD treatment.
Board structure, ownership structure, and capital structure: Empirical evidence on Shariah and non-Shariah compliant firms in Indonesia

The main purpose of this study is to investigate the impact of board structure and ownership structure on capital structure of Shariah-compliant firms and Non-Shariah-compliant firms in Indonesia. The study used the Generalized Method of Moments to analyze the relationship by applying 2,739 data observations of non-financial companies registered on the Indonesia Stock Exchange. This study uses commissionaire size, director size, female director, female commissionaire, independent director, and independent commissionaire as proxies for board structure, and ownership concentration and government ownership for ownership structure. The results showed that for Sharia-compliant firms, the relevant determinants are all variables of board structure and ownership structure except independent director. For Sharia non-compliant firms, the only non-relevant determinants are female director and commissionaire size. Interestingly, most of the board structure variables in Shariah compliant firms indicate a strong negative relationship with capital structure of firms (except total commissionaire). This may indicate that board structure of Shariah compliant firms strives to lower the leverage level of the firm. This may also indicate that most managers of Shariah compliant firms are risk averse.
Influence of career commitment and employee competency on career management

The objective of the research on which this article is based was to comprehend the impact of career commitment and employee competency on the career management of information technology (IT) professionals in the Kathmandu Valley. The study employed an exploratory research design, drawing on social cognitive theory. Data were analysed using quantitative methods, specifically descriptive and inferential analysis, utilising a structured questionnaire. The study employed convenience sampling to collect data from 232 IT workers in Kathmandu Valley, utilising the KOBO Toolbox for data collection. Structural equation modelling (SEM) was employed for data analysis. The experience of stress and burnout, as well as feelings of inadequate confidence and insufficient training, are significant impediments to career management among IT professionals. The findings of the SEM analysis indicate that there exists a statistically significant relationship between career commitment and employee competency with respect to career management. The field of career management for IT professionals is currently in its nascent stage in Nepal. However, with increasing awareness among employers and individuals, its importance is steadily gaining momentum. Thus, it is imperative for HR managers to establish effective policies that facilitate the professional growth of employees.
Attention Mechanism Based on a Pre-trained Model for Improving Arabic Fake News Predictions

Social media and news agencies are major sources for tracking news and events. With these sources' massive amounts of data, it is easy to spread false or misleading information. Given the great dangers of fake news to societies, previous studies have given great attention to detecting it and limiting its impact. As such, this work aims to use modern deep learning techniques to detect Arabic fake news. In the proposed system, the attention model is adapted with bidirectional long-short-term memory (Bi-LSTM) to identify the most informative words in the sentence. Then, a multi-layer perceptron (MLP) is applied to classify news articles as fake or real. The experiments are conducted on a newly launched Arabic dataset called the Arabic Fake News Dataset (AFND). The AFDN dataset contains exactly 606912 news articles collected from multiple sources, so it is suitable for deep learning requirements. Both simple recurrent neural networks (S-RNN), long short-term memory (LSTM), and gated recurrent units (GRU) are used for comparison. According to evaluation criteria, our proposed model achieved an accuracy of (0.8127), which is the best and highest accuracy among the deep learning methods used in this work. Moreover, the performance of our proposed model is better compared to previous studies, which used the AFND.
Paleozoic ophiolitic assemblages within the southern New England orogen of eastern Australia: Implic

Several ophiolitic assemblages occur in the southern New England orogen. The development of these rocks and their relations to the rest of the orogen have major implications for the tectonic evolution of eastern Gondwana. A major, narrow but elongate belt of Early Cambrian supra‐subduction zone ophiolite crops out along and near the Peel‐Manning Fault System and is juxtaposed against younger arc and subduction complex terranes. No pre‐Permian links with the rest of the New England orogen have been established for this terrane. It may represent portions of Lachlan Fold Belt basement which underlies younger, westward overthrust New England terranes, and has been diapirically emplaced at higher crustal levels as serpentinite‐matrix melange. Middle to Late Devonian ophiolitic rocks in the Yarras Complex comprise basement to the Birpai subterrane and represent a crustal cross section through a rifted island arc. Correlatives of this terrane also occur within the more extensive Gamilaroi terrane to the west of which deeper crustal levels are not exposed. The various components of serpentinite‐matrix melange in the Ngamba terrane at Port Macquarie superficially appear to represent a dismembered ophiolite association. However, the various components of the melange exhibit a wide range of ages, metamorphism, and tectonic affinities, rendering a genetically related origin unlikely. This terrane includes fragments of ocean floor accreted into a Late Devonian subduction complex, which was later affected by Early Carboniferous forearc serpentinite diapirism and high Mg series magmatism. Zircon inheritance in Triassic dikes, which intrude the melange attest to the development or later emplacement of this forearc region over an older Lachlan Fold Belt basement. Ultramafic rocks of the Bundjalung terrane in the east of the New England region probably formed at deep levels in an intraoceanic island arc and are intruded by boninitic dikes. The tectonic development of the NEO was significantly more complicated than has been suggested in earlier published models. Periodic accretion of island arc systems, some of which are now represented by supra‐subduction zone ophiolites, to the eastern margin of Gondwana suggests multiple phases of subduction with the possibility of polarity reversals throughout the history of accretion. Lateral accretion was not the only means by which Gondwana continental crust grew, and there was considerable postaccretion continentward overthrusting of younger terranes. Copyright 1994 by the American Geophysical Union.
Who is Facing Higher Increased Demand After the Online-Offline Channel Integration? Evidence from Public Hospitals in China

Background In recent years, the medical industry has been significantly impacted by internet technology, especially with the growing integration of online and offline channel within public hospitals. Objective Our study aims to explore the effects of hospitals’ online-offline channel integration on doctors’ offline visits and investigate how the effects of integration varied across doctors with different professional titles. Methods Our study employs a panel dataset from a large comprehensive hospital in China and conducts staggered difference-in-differences (DID) approach. Results We find that online-offline channel integration within public hospitals is associated with about 15.5% increase in offline visits, and the 1% growth of monthly number of online visits is associated with about 10.6% monthly offline visits increase. Furthermore, our results indicate that the effectiveness of online-offline channel integration is more pronounced for doctors with lower professional titles compared to those with higher professional titles. Conclusion Our study provides evidence for policymakers and hospital managers that integrating online and offline channels can optimize the distribution of medical personnel resources within public hospitals. We recommend that young or less-experienced doctors actively participate in hospital-operated online platforms to enhance their professional skills through practical experience.
Influence of Shortened Tongue Frenulum on Tongue Mobility, Speech and Occlusion

(1) Background: The incidence of ankyloglossia is 0.02–10.7%. Its effect on selected dysfunctions has been described; however, no studies report its impact on several disorders in a group of subjects. The aim of this study was to assess the effect of ankyloglossia on swallowing, speech, occlusion and periodontium. (2) Methods: The study group consisted of 86 patients with ankyloglossia, and the control group (n = 86) had a normal tongue frenulum. Type of swallowing, tongue mobility, speech, occlusion and periodontium were assessed. (3) Results: Ankyloglossia pertained to 75.6% patients with infantile swallowing and 41.3% patients with mature swallowing. Limited tongue mobility was found in 29.4% subjects with moderate ankyloglossia and 70.6% subjects with severe ankyloglossia. All subjects with mild ankyloglossia and all the controls had normal tongue mobility. The relationship between dysglossia and ankyloglossia severity was statistically significant. Malocclusion or crowding was diagnosed in 62% subjects with ankyloglossia and 21.6% subjects in the control group. No periodontal abnormalities were found in any subject. (4) Conclusions: (1) A short tongue frenulum negatively influences swallowing and is associated with an “infantile swallowing pattern”. (2) Moderate or severe ankyloglossia significantly limits tongue mobility. (3) A short tongue frenulum negatively influences speech. (4) Ankyloglossia is associated with higher prevalence of malocclusion.
Self-Efficacy and Homesickness in UKSW Migration Students from Bitung City

In this quantitative correlational research, the primary objective is to elucidate the relationship between self-efficacy and homesickness among a cohort of 77 UKSW overseas students hailing from Bitung City. The study employs a saturated sampling technique to ensure comprehensive participant representation. The research instrument integrates the well-established general self-efficacy scale (GSES), developed by Schwarzer and Jerusalem, and the homesickness questionnaire (HQ), crafted by Archer. Upon conducting data analysis using the Product Moment Pearson correlation technique, the study reveals a noteworthy correlation coefficient (rxy) of -0.671, accompanied by a significance value of 0.000 (p < 0.05). This statistical outcome signifies a significant negative relationship between self-efficacy and homesickness in UKSW overseas students from Bitung City. Essentially, the findings suggest that heightened levels of self-efficacy are associated with diminished experiences of homesickness. Conversely, lower levels of self-efficacy are linked to increased homesickness among this student cohort. This research sheds light on the pivotal role of self-efficacy in influencing the emotional well-being of international students, particularly in the context of homesickness. The implications extend to the development of targeted interventions and support strategies aimed at enhancing the overall resilience and adjustment of overseas students. Future research endeavors may delve deeper into additional factors influencing homesickness and explore effective intervention strategies to bolster self-efficacy, thereby addressing the multifaceted challenges faced by international students.
Physical controls and predictability of stream hyporheic flow evaluated with a multiscale model

Improved predictions of hyporheic exchange based on easily measured physical variables are needed to improve assessment of solute transport and reaction processes in watersheds. Here we compare physically based model predictions for an Indiana stream with stream tracer results interpreted using the Transient Storage Model (TSM). We parameterized the physically based, Multiscale Model (MSM) of stream‐groundwater interactions with measured stream planform and discharge, stream velocity, streambed hydraulic conductivity and porosity, and topography of the streambed at distinct spatial scales (i.e., ripple, bar, and reach scales). We predicted hyporheic exchange fluxes and hyporheic residence times using the MSM. A Continuous Time Random Walk (CTRW) model was used to convert the MSM output into predictions of in stream solute transport, which we compared with field observations and TSM parameters obtained by fitting solute transport data. MSM simulations indicated that surface‐subsurface exchange through smaller topographic features such as ripples was much faster than exchange through larger topographic features such as bars. However, hyporheic exchange varies nonlinearly with groundwater discharge owing to interactions between flows induced at different topographic scales. MSM simulations showed that groundwater discharge significantly decreased both the volume of water entering the subsurface and the time it spent in the subsurface. The MSM also characterized longer timescales of exchange than were observed by the tracer‐injection approach. The tracer data, and corresponding TSM fits, were limited by tracer measurement sensitivity and uncertainty in estimates of background tracer concentrations. Our results indicate that rates and patterns of hyporheic exchange are strongly influenced by a continuum of surface‐subsurface hydrologic interactions over a wide range of spatial and temporal scales rather than discrete processes.