bluuebunny/crossref_metadata_2025_split huggingface dataset:
Tourism demand forecasting: a deep learning model based on spatial-temporal transformer
Authors: Chen Jiaying , Li Cheng , Huang Liyao , Zheng Weimin 
Published: November 2023

Purpose
Incorporating dynamic spatial effects exhibits considerable potential in improving the accuracy of forecasting tourism demands. This study aims to propose an innovative deep learning model for capturing dynamic spatial effects.

Design/methodology/approach
A novel deep learning model founded on the transformer architecture, called the spatiotemporal transformer network, is presented. This model has three components: the temporal transformer, spatial transformer and spatiotemporal fusion modules. The dynamic temporal dependencies of each attraction are extracted efficiently by the temporal transformer module. The dynamic spatial correlations between attractions are extracted efficiently by the spatial transformer module. The extracted dynamic temporal and spatial features are fused in a learnable manner in the spatiotemporal fusion module. Convolutional operations are implemented to generate the final forecasts.

Findings
The results indicate that the proposed model performs better in forecasting accuracy than some popular benchmark models, demonstrating its significant forecasting performance. Incorporating dynamic spatiotemporal features is an effective strategy for improving forecasting. It can provide an important reference to related studies.

Practical implications
The proposed model leverages high-frequency data to achieve accurate predictions at the micro level by incorporating dynamic spatial effects. Destination managers should fully consider the dynamic spatial effects of attractions when planning and marketing to promote tourism resources.

Originality/value
This study incorporates dynamic spatial effects into tourism demand forecasting models by using a transformer neural network. It advances the development of methodologies in related fields.
Neighbouring tree effects on leaf herbivory: Insect specialisation matters more than host plant leaf traits
Authors: Jia Shihong , Yang Xiaochao , Castagneyrol Bastien , Yang Lishunan , Yin Qiulong , He Chunmei , Yang Zhichun , Zhu Yuzhao , Hao Zhanqing 
Published: November 2023

Abstract

Insect herbivory plays a critical role in the regulation of plant populations and community structures. Although the strength of insect herbivory varies with neighbouring tree diversity and identity, it is not clear to what extent insect guilds and leaf traits of host plants mediate the relationships, particularly in diverse natural forests.

In this study, we measured leaf herbivory by chewing and mining insect herbivores in 442 saplings of nine species of deciduous trees in a warm‐temperate montane forest. We censused neighbouring trees and measured five leaf traits known to influence herbivory (i.e. specific leaf area‐SLA, thickness, carbon: nitrogen ratio‐C:N ratio, sodium‐Na and silicon‐Si content) on a subset of saplings.

Only herbivory by leaf‐mining insects was influenced by the identity and diversity of neighbouring trees. Specifically, the incidence of leaf‐miners decreased with the phylogenetic diversity of neighbouring trees and increased with conspecific adult density in the vicinity of focal trees. Furthermore, leaf mining herbivory was positively correlated with the amount of Si in the leaves of focal saplings, and leaf chewing herbivory decreased with increasing C:N ratio in the leaves. In contrast to our hypothesis, the leaf traits of focal saplings did not serve as a functional link between tree diversity and insect herbivory.

Synthesis: Overall, this study highlights the importance of considering the specialisation of insect herbivores in understanding the impacts of the diversity and identity of neighbouring trees on the strength of insect herbivory.
Pumping‐induced Well Hydraulics and Groundwater Budget in a Leaky Aquifer System with Vertical Heterogeneity in Aquitard Hydraulic Properties
Authors: ZHUANG Chao , LÜ Chenyang , YAN Long , LI Yabing , ZHOU Zhifang , WANG Jinguo , DOU Zhi , ILLMAN Walter A. 
Published: November 2023

AbstractIn groundwater hydrology, aquitard heterogeneity is often less considered compared to aquifers, despite its significant impact on groundwater hydraulics and groundwater resources evaluation. A semi‐analytical solution is derived for pumping‐induced well hydraulics and groundwater budget with consideration of vertical heterogeneity in aquitard hydraulic conductivity (K) and specific storage (Ss). The proposed new solution is innovative in its partitioning of the aquitard into multiple homogeneous sub‐layers to enable consideration of various forms of vertically heterogeneous K or Ss. Two scenarios of analytical investigations are explored: one is the presence of aquitard interlayers with distinct K or Ss values, a common field‐scale occurrence; another is an exponentially depth‐decaying aquitard Ss, a regional‐scale phenomenon supported by statistical analysis. Analytical investigations reveal that a low‐K interlayer can significantly increase aquifer drawdown and enhance aquifer/aquitard depletion; a high‐Ss interlayer can noticeably reduce aquifer drawdown and increase aquitard depletion. Locations of low‐K or high‐Ss interlayers also significantly impact well hydraulics and groundwater budget. In the context of an exponentially depth‐decaying aquitard Ss, a larger decay exponent can enhance aquifer drawdown. When using current models with a vertically homogeneous aquitard, half the sum of the geometric and harmonic means of exponentially depth‐decaying aquitard Ss should be used to calculate aquitard depletion and unconfined aquifer leakage.
Provenance of Conglomerate and Sandstone from Early Permian Shoushangou Formation in Xi Ujimqin, Inner Mongolia: Implications for Understanding Paleo‐Asian Ocean Subduction
Authors: ZHANG Yingli , GUO Xianqing , MA Shouxian 
Published: November 2023

AbstractDuring the Late Carboniferous to Early Permian, a rift was formed by post‐collisional extension after ocean closure or an island arc‐related basin formed by Paleo‐Asian Ocean (PAO) subduction in the Xi Ujimqin area. Nevertheless, the closure time of the PAO is still under debate. Thus, to identify the origin of the PAO, the geochemistry and U‐Pb age of zircons were analyzed for the extra‐large deep marine, polymict clastic boulders and sandstones in the Shoushangou Formation within the basin. The analyses revealed magmatic activity and tectonic evolution. The conglomerates include megaclasts of granite (298.8 ± 9.1 Ma) and granodiorite porphyry (297.1 ± 3.1 Ma), which were deposited by muddy debris flow. Results of this study demonstrated that the boulders of granitoids have the geochemistry of typical I‐type granite, characterized by low Zr + Nb + Ce + Y and low Ga/Al values. The granitoid boulders were formed in island arc setting, indicating the presence of arc magmatism in the area that is composed of the Late Carboniferous to Early Permian subduction‐related granitoid in southern Xi Ujimqin. Multiple diagrams for determining sedimentary provenance using major and trace elements indicate that Shoushangou sediments originated from continental island arc‐related felsic rocks. Detrital zircon U‐Pb age cluster of 330‐280 Ma was obtained, indicating input from granite, ophiolite, Xilin Gol complex, and Carboniferous sources to the south. The basin was geographically developed behind the arc during the Early Permian period because the outcropped intrusive rocks in the Late Carboniferous to Early Permian form a volcanic arc. The comprehensive analyses of source areas suggest that Shoushangou sediments developed in a backarc basin in response to the northward subduction of the PAO. The backarc basin and intrusive rocks, in addition to previously published Late Carboniferous to Early Permian magmatic rocks of arc unit in Xilin Gol, confirm the presence of an Early Permian trench‐arc‐basin system in the region, represented by the Baolidao arc and Xi Ujimqin backarc basin. This study highlights the importance and potential of combined geochemical and geochronological studies of conglomerates and sandstone for reconstructing the geodynamic setting of a basin.
Three‐Dimensional Density Distribution and Seismic Activity along the Guxiang–Tongmai Segment of the Jiali Fault, Tibet
Authors: FAN Pengxiao , YU Changqing , WANG Ruixue , ZENG Xiangzhi , QU Chen , ZHANG Yue 
Published: November 2023

AbstractThe Guxiang–Tongmai segment of the Jiali fault is situated northeast of the Namche Barwa Syntaxis in northeastern Tibet. It is one of the most active strike‐slip faults near the syntaxis and plays a pivotal role in the examination of seismic activity within the eastern Himalayan Syntaxis. New study in the research region has yielded a 1:200000 gravity dataset covering an area 1500 km2. Using wavelet transform multiscale decomposition, scratch analysis techniques, and 3D gravity inversion methods, gravity anomalies, fault distributions, and density structures were determined across various scales. Through the integration of our new gravity data with other geophysical and geological information, our findings demonstrate substantial variations in the overall crustal density within the region, with the fault distribution closely linked to these density fluctuations. Disparities in stratigraphic density are important causes of variations in the capacity of geological formations to endure regional tectonic stress. Earthquakes are predominantly concentrated within the density transition zone and are primarily situated in regions of elevated density. The hanging wall stress within the Guxiang–Tongmai segment of the Jiali fault exhibits a notable concentration, marked by pronounced anisotropy, and is positioned within the density differential zone, which is prone to earthquakes.
Increasing rates of cesarean birth in Bangladesh: A household‐level pooled analysis
Authors: Sarker Abdur Razzaque , Zabeen Irfat , Hossain Zakir , Ali Nausad , Khan Jahangir A. M. 
Published: November 2023

AbstractBackgroundCesarean birth (CB) rates have been increasing rapidly globally, including in Bangladesh. This study aimed to assess national trends in CB rates and to investigate associated factors in Bangladesh.MethodsWe analyzed data from the five most recent Bangladesh Demographic and Health Surveys (BDHS) between 2003 and 2018. A total of 27,328 ever‐married women aged 15–49 who had a live birth in the 2 years preceding the survey were included in this study. We estimated the prevalence of CB from 2003 to 2018, as well as changes in the prevalence. Logistic regression analysis was used to measure the association between dependent and independent variables.ResultsThe overall prevalence of CB among Bangladeshi mothers was 3.99% in 2003–04; this rate increased to 33.22% in 2017–18. The annual percentage change in CB rate was 16.34% from 2004 to 2017–18, which is alarming relative to the World Health Organization's cesarean birth recommended threshold. Several factors, such as maternal age, maternal and paternal education, working status of the mother, maternal BMI, age at first pregnancy, antenatal care (ANC) use, administrative division, and wealth status, had a significant influence on the rising rate of CB in Bangladesh.ConclusionsThis study documents the alarming rate of CB increase in Bangladesh since 2003. It is critical that authorities implement more effective national monitoring measures to identify the causes of this dramatic increase and work to mitigate the rate of unnecessary CB in Bangladesh.
The diagnostic accuracy of Gram stain on formalin‐fixed paraffin‐embedded sections of skin tissue in the diagnosis of bacterial skin infection
Authors: Stagg Brendan , Foster‐Smith Erwin , Tam Patrick Chung Kay 
Published: November 2023

AbstractBackground and ObjectiveTo evaluate the sensitivity, specificity, and likelihood ratios of Gram stain on formalin‐fixed, paraffin‐embedded (GS‐FFPE) sections of skin in diagnosing bacterial skin infection.MethodsWe reviewed a retrospective series of skin specimens reported at our institution wherein histopathological assessment included Gram stain and fresh tissue was concurrently submitted for microscopy and culture. The clinicopathological correlation was the reference standard, whereby the presence of infection was deduced from the final diagnosis in each patient's case notes.ResultsOur sample included 168 cases (105 positive for infection). GS‐FFPE showed a sensitivity of 0.43 (95% confidence interval 0.29, 0.57), a specificity of 0.98 (0.95, 1.01), a positive likelihood ratio of 21.50 (19.76, 23.24), and a negative likelihood ratio of 0.58 (0.41, 0.75).ConclusionsGS‐FFPE has poor sensitivity, and a negative result should not be used as evidence to exclude infection. In contrast, it has excellent specificity and, unless the pretest probability of infection is very low, a positive result would make infection much more likely. The value of the GS‐FFPE lies in cases where sterile tissue was not submitted for microbiological studies, or sterile tissue culture was negative, and there is at least a low‐to‐moderate pretest probability of infection.
Chronic diffuse alopecia in women: a retrospective review of histopathologic diagnoses
Authors: Özcan Deren , Öztürk Meryem Ö. , Özen Özlem 
Published: November 2023

AbstractIntroductionThe diseases causing chronic diffuse alopecia and having similar clinical findings, namely chronic telogen effluvium, androgenetic alopecia, and the alopecia with overlapping features, should be differentiated. Recently, diffuse variants of lichen planopilaris have been described with histopathologic features of lichen planopilaris but clinically presenting with diffuse hair loss mostly in an androgenetic pattern.ObjectivesTo determine the accurate diagnosis underlying chronic diffuse alopecia in women by evaluating histopathologic findings.Patients and methodsThe study included 32 patients with diffuse and clinically noncicatricial alopecia for at least 6 months with no identifiable etiologic factor after general medical history, review of organ systems, and appropriate laboratory tests. Two 4 mm punch biopsies, one from vertex and the other from mid‐occiput, were obtained and sectioned transversely.ResultsThe median age was 30.5 years (range: 22–40 years), and the median duration of hair loss was 4 years (range: 1.5–10 years). The histopathologic diagnosis was androgenetic alopecia, chronic telogen effluvium, and overlapping alopecia in 13 (40.6%), three (9.4%), and four (12.5%) patients, respectively. In the remaining 12 (32.5%) patients, a lichenoid inflammatory reaction affecting the infundibulum and isthmus was noted, and the probable diagnosis of diffuse variant of lichen planopilaris was made.LimitationsThe retrospective nature and the small sample size.ConclusionWhen the clinical diagnosis is not straightforward and no etiologic factor is found, histopathologic examination is mandatory for the accurate diagnosis of the disorder leading to chronic diffuse alopecia in women.
Melanoma tumour‐derived glycans hijack dendritic cell subsets through C‐type lectin receptor binding
Authors: Niveau Camille , Sosa Cuevas Eleonora , Roubinet Benoît , Pezet Mylène , Thépaut Michel , Mouret Stéphane , Charles Julie , Fieschi Franck , Landemarre Ludovic , Chaperot Laurence , Saas Philippe , Aspord Caroline 
Published: November 2023

AbstractDendritic cell (DC) subsets play a crucial role in shaping anti‐tumour immunity. Cancer escapes from the control immune system by hijacking DC functions. Yet, bases for such subversion are only partially understood. Tumour cells display aberrant glycan motifs on surface glycoproteins and glycolipids. Such carbohydrate patterns can be sensed by DCs through C‐type lectin receptors (CLRs) that are critical to shape and orientate immune responses. We recently demonstrated that melanoma tumour cells harboured an aberrant ‘glyco‐code,’ and that circulating and tumour‐infiltrating DCs from melanoma patients displayed major perturbations in their CLR profiles. To decipher whether melanoma, through aberrant glycan patterns, may exploit CLR pathways to mislead DCs and evade immune control, we explored the impact of glycan motifs aberrantly found in melanoma (neoglycoproteins [NeoGP] functionalised with Gal, Man, GalNAc, s‐Tn, fucose [Fuc] and GlcNAc residues) on features of human DC subsets (cDC2s, cDC1s and pDCs). We examined the ability of glycans to bind to purified DCs, and assessed their impact on DC basal properties and functional features using flow cytometry, confocal microscopy and multiplex secreted protein analysis. DC subsets differentially bound and internalised NeoGP depending on the nature of the glycan. Strikingly, Fuc directly remodelled the expression of activation markers and immune checkpoints, as well as the cytokine/chemokine secretion profile of DC subsets. NeoGP interfered with Toll like receptor (TLR)‐signalling and pre‐conditioned DCs to exhibit an altered response to subsequent TLR stimulation, dampening antitumor mediators while triggering pro‐tumoral factors. We further demonstrated that DC subsets can bind NeoGP through CLRs, and identified GalNAc/MGL and s‐Tn/ C‐type lectin‐like receptor 2 (CLEC2) as potential candidates. Moreover, DC dysfunction induced by tumour‐associated carbohydrate molecules may be reversed by interfering with the glycan/CLR axis. These findings revealed the glycan/CLR axis as a promising checkpoint to exploit in order to reshape potent antitumor immunity while impeding immunosuppressive pathways triggered by aberrant tumour glycosylation patterns. This may rescue DCs from tumour hijacking and improve clinical success in cancer patients.
The antecedents of employees' proactive information security behaviour: The perspective of proactive motivation
Authors: Xu Feng , Hsu Carol , Wang Tawei (David) , Lowry Paul Benjamin 
Published: November 2023

AbstractOrganisational information security (ISec) protection is undergoing a turbulent shift in the workplace environment. In an environment of ever‐increasing risks of insider threats and external cyberattacks, individual employees are often expected to take the initiative to solve organisational security problems. This study therefore focuses on employees' proactive information security behaviours (ISBs)—behaviours that are self‐initiated, change‐oriented, and future‐focused—and the motivations that compel employees to protect organisational assets. We ground our study in Parker et al. (2010) proactive motivation theory (ProMT) and develop an integrated multilevel model to examine the respective effects of proactive motivational states, that is, can‐do, reason‐to, and energised‐to motivations, on employees' proactive ISBs. We also explore the roles of individual differences and contextual factors—namely, proactive personality and supervisory ISec support—and their influences on proactive motivational states. Data were collected from 210 employees situated in 55 departments distributed among multiple organisations located in China. The results show that supervisory ISec support positively influences employees' proactive motivational states and thereby boosts employees' proactive ISBs. Proactive personality negatively moderates the effect of supervisory ISec support on flexible security role orientation (reason‐to motivation). By identifying the antecedents of employees' proactive ISBs, we make key theoretical contributions to ISec research and valuable practical contributions to organisational ISec management.
Relations between concussion symptoms and depression among patients with mild traumatic brain injury: A moderated mediation model
Authors: Ma Ching‐Yuan , Hsiao Ya‐Wen , Tzeng Hsin‐Ya , Hueng Dueng‐Yuan , Chiang Hui‐Hsun 
Published: November 2023

AbstractIntroductionConcussion symptoms following a traumatic accident are both common and known to adversely affect mental health and recovery in patients with traumatic brain injury. Depression, highly prevalent among patients with traumatic brain injury, is also associated with the important factors of sleep quality and resilience. However, the mediator and moderator roles of depression following concussion in patients with traumatic brain injury have been underexplored. The aims of this study were to investigate the mediating role of sleep quality in the relation between concussion symptoms and depression and to examine the moderating effect of resilience on this mediated model.DesignCross‐sectional pretest data analysis of a randomized controlled trial.MethodsA total of 249 adult patients with mild traumatic brain injury (Glasgow Coma Scale 13–15) at admission following brain injury were surveyed at a medical center in Taipei, Taiwan. The outcome variables were concussion symptoms (Rivermead Post‐Concussion Symptom Questionnaire), sleep quality (Pittsburgh Sleep Quality Index), resilience (Resilience Scale for Adults), and depression (Beck Depression Inventory II). These data were analyzed using moderated mediation regressions with the SPSS PROCESS macro.ResultsIn patients with mild traumatic brain injury, there was a significant positive relation between concussion symptoms and depression, of which sleep quality was a significant mediator. Additionally, resilience had a negative moderating effect on the relations between sleep quality and depression. Patients with less resilience showed a stronger negative effect of sleep quality on depression.ConclusionOur findings suggest that ameliorating both concussion symptoms and sleep disturbance is important for reducing the risk of depression in patients with mild traumatic brain injury, especially in those patients with less resilience.Clinical RelevanceIt is essential for clinical nurses to develop interventions for patients with mild traumatic brain injury that will improve their sleep quality, while strengthening their resilience, to alleviate depression.
Lower disclosures from customers screened by financial advisors
Authors: Samuell Doron , Christodoulou Demetris 
Published: November 2023

AbstractWe find that there are fewer disclosures of risk factors when customers for life insurance are screened by financial advisors, compared with when similar profile customers are screened directly by the insurer's telephone operators. The lower rate of disclosure is systematic across all medical and lifestyle risks and has a sizeable economic impact on customer premiums. As a result, customers screened by advisors enjoy unfairly cheaper and more favorable policies. We identify the key drivers of lower customer disclosures to be conflicted incentives and lower scrutiny. We assert that the fewer disclosures from customers screened by advisors may translate into noncaptured risk that could be cross‐subsidized by customers who provide more complete disclosures through the insurer's telephone operators. On reviewing our findings, the participating insurer in the study calculated that removing advisors from the screening process could allow certain insurance products to be heavily discounted while maintaining profitability.