Miracle-dz/UniFAR-FTUs huggingface dataset:
Incorporating sedimentological data in UK flood frequency estimation

This study presents a new analytical framework for combining historical flood data derived from sedimentological records with instrumental river flow data to increase the reliability of flood risk assessments. Historical flood records were established for two catchments through re‐analysis of sedimentological records; the Nant Cwm‐du, a small, steep upland catchment in the Cambrian Mountains of Wales, and a piedmont reach of the River Severn in mid Wales. The proposed framework is based on maximum likelihood and least‐square estimation methods in combination with a Generalised Logistic distribution; this enables the sedimentological data to be combined effectively with existing instrumental river flow data. The results from this study are compared to results obtained using existing industry standard methods based solely on instrumental data. The comparison shows that inclusion of sedimentological data can have an important impact on flood risk estimates, and that the methods are sensitive to assumptions made in the conversion of the sedimentological records into flood flow data. As current industry standard methods for flood risk analysis are known to be highly uncertain, the ability to include additional evidence of past flood events derived from sedimentological records as demonstrated in this study can have a significant impact on flood risk assessments.
Structural analysis and tectonostratigraphic evolution of the Reinga Basin, offshore northwestern New Zealand

iii LIST OF FIGURES . vii ACKNOWLEDGMENTS . xi CHAPTER 1 INTRODUCTION. 1 1.1 Area of Interest . 1 1.2 State of the Basin. 2 1.3 Research Objectives . 3 CHAPTER 2 GEOLOGIC BACKGROUND . 4 2.1 Basin Overview . 4 2.2 Structural Framework . 4 2.3 Tectonostratigraphic Evolution of Reinga Basin . 6 2.3. 1 Gondwana Convergent Margin Phase (Triassic to Early Cretaceous) . 7 2.3. 2 Rifting (Middle to Late Cretaceous) . 7 2.3. 3 Passive Transgressive Phase (Late Cretaceous to Late Eocene) . 9 2.3. 4 First Compressional Phase (Late Eocene) . 10 2.3. 5 Second Subsidence Phase (Late Oligocene to Early Miocene). 11 2.3. 6 Second Compressional Phase (Middle-Late Miocene). 12 2.3. 7 Tectonic Quiescence (Late Miocene to Present) . 12
Tactile Object Property Recognition Using Geometrical Graph Edge Features and Multi-Thread Graph Convolutional Network

Performing dexterous tasks with a multi fingered robotic hand remains challenging. Tactile sensors provide touch states and object features for multifingered tasks, yet the variety in shapes, sizes, textures, deformabilities and masses of everyday objects makes the task conditions diverse. Despite these challenges, humans accomplish these difficult tasks by producing a sensory motor representation of their body. This combined tactile and proprioceptive representation enables humans to accommodate the diversity in daily objects. Referring to this concept, this paper presents a method for object property recognition using Graph Convolutional Networks (GCNs), leveraging robot hand proprioception and morphology with spatial embeddings derived from geometrical graph edge features acquired from real tactile sensor alignments on an Allegro Hand. Additionally, a Multi Thread GCN (MT GCN) architecture is introduced to process these edge features and basically multi modal data in a graph. Training data was acquired using a data glove, from tri axial tactile sensors distributed across the fingertips, finger phalanges, and palm of an Allegro Hand, producing a total of 1152 tactile measurements. MT GCN with proposed edge features, tactile features and joint angles achieved a high recognition rate, 86.08% for six classes of object property combinations from eight objects. The effect of variation in graph adjacency on MT GCN was examined. The proposed network showed clusters following the robot hand configuration with t SNE analysis. Furthermore, analysis of learned parameters in the edge feature encoder demonstrated its ability to discern joint positions on the hand, acquiring proprioceptive features effectively. Consequently, we could confirm that the proposed method was effective for multi fingered dexterous tasks.
Partnership in corporate social responsibility program: Indonesia case study

This current study is a qualitative single case study focusing on the implementation program of the CSR partnership between PT Prudential Life Assurance (PLA) and Institut Kemandirian Dompet Dhuafa Republika (IKDDR) from 2012–2016. Based on purposive sampling, the main respondents in this research are representatives from three institutions: the government, corporations, and Third Sector Organizations (Organisasi et al./OST), as well as beneficiaries from the society. The study finds six conclusions: (1) the partnership of these two institutions is affected by a lack of resources, efficiency pressure, and other innovative program opportunities; (2) partner selection relies on the alignment of the vision, mission, and values of the organization, reputation, experience, and competency of a potential partner; and (3) the main considerations in program formulation are innovation and cost efficiency; (4) the most important aspects in program monitoring and evaluation are performance and punctuality; (5) program impact analysis is obtained from field observation and interview with related institution and (6) decision of the program continuation is on the authority of funder organization.
Weight changes from early to middle adulthood and cardiometabolic multimorbidity later in life among middle-aged and older adults: a retrospective cohort study from the NHANES 1999-2018

Background Weight gain in adulthood can influence the development of diabetes and cardiovascular diseases. It is speculated that weight gain is related to cardiometabolic multimorbility (CMM). This study was designed to examine the relationships between weight changes from early to middle adulthood and the risk of CMM. Methods Data of the National Health and Nutrition Examination Survey (NHANES) 1999-2018 cycles were analyzed in the present study. Weights at age 25 years and 10 years before recruitment were self-reported and were used to define five weight change patterns including stable normal, maximum overweight, obesity to non-obesity, non-obesity to obesity, and stable obesity patterns. Meanwhile, absolute weight changes were classified into five groups: weight loss≥ 2.5 kg, weight change within 2.5 kg, 2.5 kg≤ weight gain < 10.0 kg, 10.0 kg≤ weight gain < 20.0 kg, and weight gain≥ 20.0 kg. CMM was defined as the coexistence of two or three of diabetes, coronary heart disease (CHD), and stroke. Results A total of 25,994 participants were included. Across adulthood, compared to stable normal weight, maximal overweight, obesity to non-obesity, non-obesity to obesity, and stable obesity were consistently associated with increased risks of diabetes, CHD, and CMM. For instance, stable obesity was respectively related to 358.0% (HR: 4.58, 95% CI: 4.57, 4.58), 88.0% (HR: 1.88, 95% CI: 1.88, 1.88), and 292.0% (HR: 3.92, 95% CI: 3.91, 3.92) higher risks of diabetes, CHD, and CMM. Meanwhile, any account of weight loss and gain was linked to higher risks of diabetes, CHD, and CMM than weight change within 2.5 kg. However, participants with maximum overweight had a decreased incidence of stroke (HR: 0.85, 95% CI: 0.85, 0.86), and weight loss ≥ 2.5 kg and weight gain ≥ 2.5 and <20 kg were also related to a lower risk of stroke. J-shaped or U-shaped associations of absolute weight changes with the risks of diabetes, CHD, and CMM were observed. Conclusions Maintaining a stable normal weight can benefit more from the prevention of diabetes, CHD, and CMM. Both weight gain and loss across adulthood were accompanied by increased risks of diabetes, CHD, and CMM.
Multi-Omics Analysis Reveals That Anthocyanin Degradation and Phytohormone Changes Regulate Red Color Fading in Rapeseed (Brassica napus L.) Petals

Flower color is an important trait for the ornamental value of colored rapeseed (Brassica napus L.), as the plant is becoming more popular. However, the color fading of red petals of rapeseed is a problem for its utilization. Unfortunately, the mechanism for the process of color fading in rapeseed is unknown. In the current study, a red flower line, Zhehuhong, was used as plant material to analyze the alterations in its morphological and physiological characteristics, including pigment and phytohormone content, 2 d before flowering (T1), at flowering (T2), and 2 d after flowering (T3). Further, metabolomics and transcriptomics analyses were also performed to reveal the molecular regulation of petal fading. The results show that epidermal cells changed from spherical and tightly arranged to totally collapsed from T1 to T3, according to both paraffin section and scanning electron microscope observation. The pH value and all pigment content except flavonoids decreased significantly during petal fading. The anthocyanin content was reduced by 60.3% at T3 compared to T1. The content of three phytohormones, 1-aminocyclopropanecarboxylic acid, melatonin, and salicylic acid, increased significantly by 2.2, 1.1, and 30.3 times, respectively, from T1 to T3. However, auxin, abscisic acid, and jasmonic acid content decreased from T1 to T3. The result of metabolomics analysis shows that the content of six detected anthocyanin components (cyanidin, peonidin, pelargonidin, delphinidin, petunidin, and malvidin) and their derivatives mainly exhibited a decreasing trend, which was in accordance with the trend of decreasing anthocyanin. Transcriptomics analysis showed downregulation of genes involved in flavonol, flavonoid, and anthocyanin biosynthesis. Furthermore, genes regulating anthocyanin biosynthesis were preferentially expressed at early stages, indicating that the degradation of anthocyanin is the main issue during color fading. The corresponding gene-encoding phytohormone biosynthesis and signaling, JASMONATE-ZIM-DOMAIN PROTEIN, was deactivated to repress anthocyanin biosynthesis, resulting in fading petal color. The results clearly suggest that anthocyanin degradation and phytohormone regulation play essential roles in petal color fading in rapeseed, which is a useful insight for the breeding of colored rapeseed.
IL-12p40 Monomer: A Potential Player in Macrophage Regulation

Macrophages are myeloid phagocytic leukocytes whose functions are to protect against infections, mediate T-cell responses, and maintain tissue homeostasis. IL-12p40 monomer is a cytokine that is largely produced by macrophages, and it has, for the longest time, been considered a largely non-functional cytokine of the IL-12 family. However, new research has emerged that demonstrates that this p40 monomer may play a bigger role in shaping immune environments. To shed light on the specific effects of p40 monomer on macrophages and their surrounding environment, we showed, through cell culture studies, qPCR, ELISA, and immunofluorescence analyses, that the direct administration of recombinant p40 monomer to RAW 264.7 cells and primary lung macrophages stimulated the production of both pro-inflammatory (TNFα) and anti-inflammatory (IL-10) signals. Accordingly, p40 monomer prevented the full pro-inflammatory effects of LPS, and the neutralization of p40 monomer by mAb a3-3a stimulated the pro-inflammatory effects of LPS. Furthermore, we demonstrated that the intranasal administration of p40 monomer upregulated TNFα+IL-10+ macrophages in vivo in the lungs of mice. Collectively, these results indicate an important immunoregulatory function of p40 monomer in the upregulation of both pro- and anti-inflammatory molecules in macrophages.
Determinants Of Livelihood Diversification In Punjab, Pakistan

This study was conducted in three randomly selected districts viz. Vehari, Faisalabad, and Narowal of the Punjab province to examine the determinants of livelihood diversification. Using multistage sampling 480 respondents were interviewed face to face using a structured questionnaire and were analyzed by SPSS (version 21). The major findings reveal that most of the smallholders, i.e., 126 (26.3%), relied on cropping and off-farm livelihood diversification strategies to sustain their household income. The structural determinant factors were identified as “push factors” while household/domestic determinant factors were identified as “pull factors” of livelihood diversification. Moreover, the results of the multiple linear regression model unveiled that household’s choice and adoption of livelihood diversification strategies were positively affected by age, level of education, livestock holding status, access to credit, extension contacts, and income while gender, landholding size, access to irrigation, access to mass media, and crop risk were negatively affected. The study concludes that both structural and household determinants of livelihood diversification contribute positively to improving the smallholders' household well-being and keeping them away from vulnerabilities. The study findings have implications for policymakers and development practitioners who are working to improve the livelihoods of smallholders in the Punjab province, Pakistan.
Influence of an Island on Hysteresis of a Western Boundary Current Flowing across a Gap

We investigate impact of an island on hysteresis of a western boundary current (WBC) flowing across a gap using a nonlinear 1.5-layer ocean model. The results of hysteresis curves show the island in the middle of the gap facilitates the WBC intrusion. The inserted (removed) island in the middle of the gap promotes the WBC to shed eddy (leap across the gap) when the WBC path transits from the periodic penetrating (leaping) to the leaping (periodic penetrating) regime without (with) an island. Vorticity balance analysis reveals that the WBC transition from the eddy-shedding (leaping) to the leaping (eddy-shedding) regime is induced by increased (decreased) meridional advection. Moreover, the critical Reynolds number of the WBC at the Hopf bifurcation is not sensitive to the size and location of the island when the total gap width is fixed. The critical Reynolds number of the WBC translating from the eddy shedding to the leaping regime increases when either the total gap width increases or the island’s meridional length increases; however, the critical Reynolds number is inversely proportional to the width of the southern gap with fixed total gap width and enlarged island length. The island promotes the WBC to shed eddy except when the island is near the northern barrier. The influence of an eastward-shifted island on the WBC transition from the eddy-shedding to the leaping regime is gradually reduced when the island is east of the Munk layer.
Exploring Pelvic Symptom Dynamics in Relation to the Menstrual Cycle: Implications for Clinical Assessment and Management

Background: Pelvic floor dysfunctions (PFDs) encompass an array of conditions with discrepant classification systems, hampering accurate prevalence estimation. Despite potentially affecting up to 25% of women during their lifetime, many remain undiagnosed, underestimating the true extent. Objectives: This cross-sectional study aimed to examine the impacts of the menstrual cycle on PFDs and dysfunctions. Secondary objectives included investigating differences between athletic and nonathletic women. Methods: An online questionnaire examined the effects of the menstrual cycle (MC) on 477 women’s pelvic symptoms (aged 16–63 years), stratified by athletic status. This ad hoc instrument built upon a validated screening tool for female athletes. Results: Most participants reported symptom fluctuations across menstrual phases, with many modifying or reducing exercise participation. A concerning number experienced daily undiagnosed pelvic floor symptoms, emphasizing needs for comprehensive medical evaluation. Conclusions: Exacerbated pelvic symptoms showed complex relationships with menstruation, highlighting the importance of considering the MC in customized clinical management approaches. Symptoms demonstrated differential links to menstruation, indicating needs for individualized evaluation and tailored treatment plans based on symptom profiles and hormonal interactions. Educating professionals and patients remains essential to enhancing awareness, detection, and therapeutic outcomes. Further controlled longitudinal research should elucidate intricate relationships between menstrual cycles and pelvic symptom variability.
A Novel Postconditioning Approach Attenuates Myocardial Ischaemia-Reperfusion Injury in Rats

Background : Ischaemia-reperfusion injury (IRI) is the damage that occurs when blood flow is restored to a tissue or organ after a period of ischaemia. Postconditioning is a therapeutic strategy aimed at reducing the tissue damage caused by IRI. Postconditioning in rodents is a useful tool to investigate the potential mechanisms of postconditioning. Currently, there is no convenient approach for postconditioning rodents. Methods : Rats were subjected to a balloon postconditioning procedure. A balloon was used to control the flow in the vessel. This allowed for easy and precise manipulation of perfusion. Evans blue and triphenyltetrazolium chloride (TTC) double staining were used to determine the infarct size. Apoptosis in the myocardium was visualised and quantified by terminal deoxynucleotidyl transferase dUTP nick end labeling (TUNEL). Western blotting was performed to assess the expression of key apoptotic proteins, i.e. , B-cell lymphoma 2 (Bcl-2), Bcl-2 Associated X (Bax), and cleaved caspase-3. Results : The balloon control approach to postconditioning provided accurate control of coronary blood flow and simplified the postconditioning manipulation. Infarct size reduction was observed in IRI rats after post-conditioning. There was a decrease in cardiac apoptosis in IRI rats after conditioning, as detected by TUNEL staining. IRI rats showed increased Bcl-2 levels and decreased Bax and cleaved caspase-3 levels in the myocardium. Conclusions : Postconditioning was successfully applied in rats using this novel approach. Postconditioning with this approach reduced infarct size and apoptosis in the area at risk.
Automated processing strategies for ambient seismic data

Extracting body‐wave arrivals from ambient seismic recordings remains a challenging task, largely because ambient records are usually dominated by surface‐wave energy. Most ambient seismic data‐processing strategies aimed at enhancing body‐wave energy focus on a cross‐correlation plus stack methodology. While this approach is useful for interferometric investigations, it effectively squares the magnitude of unwanted coherent noise events (e.g. surface waves, burst‐like or strong monochromatic energy) that commonly overpower ambient body‐wave signal. Accordingly, coherent noise events are usually treated with a binary accept‐or‐reject decision of individual data windows based on root‐mean‐squared energy considerations. Applying a data‐processing workflow to uncorrelated ambient seismic data represents an alternate strategy for mitigating coherent noise. However, this pre‐stack methodology requires significant computational effort due to the often terabyte‐sized data volumes. To make this approach feasible, we outline an automated processing workflow to automatically identify and mitigate coherent noise events that otherwise does not severely degrade the remaining waveforms. After each processing step, we apply a number of quality control measures to monitor the convergence rate of cross‐correlation plus stack waveforms and for evidence of emerging body‐wave reflection events. We apply the processing flow to an ambient seismic data set acquired on a large‐N array at a mine site near Lalor Lake, Manitoba, Canada. Our quality control analyses suggest that automated preprocessing of uncorrelated ambient seismic recordings successfully mitigates unwanted impulsive and monochromatic coherent noise events. Accordingly, we assert that applying an automated data‐processing approach would be beneficial for body‐wave and other imaging and inversion analyses applied to ambient seismic recordings.
Effect of computer simulation and animation-integrated instruction on pre-service science teacher trainees conceptual understanding and retention of Acid-Base Chemistry and Stoichiometry

The study aimed to investigate the effect of computer simulation and animation-integrated instruction on pre-service science teacher trainees' conceptual understanding and retention of acid-base chemistry and stoichiometry. A quantitative approach with a pretest–posttest-delayed test quasi-experimental design was used. In the study area, there were only two sections of first-year trainees in the natural science department. So a comprehensive sampling technique of the two intact sections was employed. The two intact classes were randomly assigned to an intervention group (IG) and a comparison group (CG). Data was collected using Acid-Base Chemistry and Stoichiometry Conceptual Understanding of a two-tier multiple-choice Test (ABSCUT). Parametric statistics (independent sample t-test and ANCOVA) were used for the data analysis. The independent sample t-test was used for the pre-test analysis to examine the prerequisite experiences of trainees in the two groups and male and female trainees in the IG before the intervention. The result showed no significant difference between the mean score of the CG and IG. The result also showed no significant difference in the mean score of male and female trainees in the IG. The ANCOVA was used for post-test and delayed test analysis after the intervention. The result indicated that there was a statistically significant difference between the two groups on conceptual understanding, F (1, 49) =5.07, p=. 029, partial eta squared=0.094, in favor of IG. This tends to imply the concepts of the trainees who received the intervention outperformed the comparison group. The ANCOVA result also indicated that gender difference has no statistically significant difference in the IG, F(1,24)=3.68, p=. 067. The delayed-test analysis showed that the IG has higher retention than the CG. Based on the results, this study recommended that policymakers, chemistry curriculum experts, chemistry curricular material developers, and practitioners alike consider the application of computer simulation-integrated chemistry instruction to enhance learners’ conceptual understanding and retention.