Miracle-dz/UniFAR-FTUs huggingface dataset:
Remotely Sensed Vegetation Green-Up Onset Date on the Tibetan Plateau: Simulations and Future Predictions

Vegetation green-up onset date (VGD) is a key indicator of ecosystem structure and processes. As the largest and highest alpine ecoregion, the Tibetan plateau (TP) has experienced markable climate warming during the past decades and showed substantial changes in VGD. However, the existing process-based phenology models still cannot simulate interannual variations in satellite-derived VGD. In this study, we developed a data-driven VGD model for the TP based on the Long short-term memory neural network (called VGD-LSTM). VGD-LSTM considers the complicated nonlinear relationship between VGD and multiple climatic and environmental drivers, including the time series of temperature (daytime, daily minimum, and daily mean) and precipitation, as well as nonsequential variables (elevation and geolocation). Compared with the benchmark process-based VGD model for the TP (i.e., the hierarchical model), VGD-LSTM greatly improved the simulation of interannual VGD variations. We calculated the correlation coefficients (R) between satellite-derived VGDs and VGD simulations during 2000–2018; the percentages of pixels with R values above 0.5 increased from 15% for the hierarchical model to 41% for VGD-LSTM. The advanced trend in the satellite-derived VGD on the entire TP during 2000–2018 (−0.37 day/year) was captured well by VGD-LSTM (−0.33 day/year) but was underestimated by the hierarchical model (−0.08 day/year). According to VGD-LSTM simulations, VGDs on the TP are projected to advance by 8–10 days by 2100 relative to 2015–2020 under high shared socioeconomic pathway scenarios. This study suggests the potential of artificial intelligence in phenology modeling for which the physiological processes are difficult to be fully represented.
Robust time‐varying formation control for uncertain multi‐agent systems with communication delays and nonlinear couplings

This paper investigates the robust time‐varying formation control problems for a class of higher‐order multi‐agent systems subject to communication delays and heterogeneous uncertainties accounting for not only the parameter perturbations, nonlinearities and external disturbances occurring in the node local dynamics but also the nonlinear couplings in the interconnections of different nodes. For both cases of partially known and unknown time‐varying communication delays, we propose a unified formation control protocol, which incorporates a nominal controller to achieve the desired formation and a compensating signal to restrain the influences of uncertainties. Based on the signal compensation theory and Lyapunov–Krasovskii arguments, sufficient conditions to achieve the desired time‐varying formation are derived in terms of LMI. Thereafter, an explicit expression to describe the formation reference dynamics is yielded. Moreover, an algorithm is concluded to design the presented formation protocol in four steps. It is proven that the formation error can be made as small as desired under the designed controller despite the uncertainties and communication delays. Numerical simulation results are shown to demonstrate the effectiveness of our proposed control schemes.
Interpersonal forgiveness: validation of the Enright Forgiveness Inventory (EFI-30) in the Spanish sample

Background: Numerous studies have demonstrated the importance of interpersonal forgiveness after a specific offense for improving the health and well-being of individuals. Despite its importance, there is an evident lack of forgiveness evaluation instruments adapted to the Spanish context. The Enright Forgiveness Inventory (EFI-30) is the questionnaire that implements one of the most established and recognized theoretical models in the area of forgiveness. The aim of the present study is to adapt the EFI-30 for the Spanish population and evaluate its psychometric properties. Method: A sample of 426 undergraduate and graduate students (98 men, 328 women) aged from 18 to 30 years (M = 21.24; SD = 2.91), completed the EFI-30 after its adaptation to the Spanish context, as well as the Transgression Related Interpersonal Motivations Inventory (TRIM-18), the Remedial Strategies Scale (RSS) and the Depression Anxiety and Stress Scale (DASS-21). Results: The Confirmatory Factor Analysis showed a good fit to the original six-factor structure (CFI = .91, TLI = .90, IFI = .91, RMSEA = .067). The reliability of these subscales and the instrument was similar to the original version. The results showed adequate criteria and convergent validity. Conclusions: The EFI-30 shows adequate psychometric properties within the Spanish context and is an appropriate instrument for evaluating interpersonal forgiveness of a specific offense in research and clinical intervention. Antecedentes: Diversos estudios demuestran la relevancia del perdón interpersonal tras una ofensa para mejorar la salud y el bienestar. A pesar de su importancia, es evidente la falta de instrumentos de evaluación del perdón adaptados al contexto español. El Enright Forgiveness Inventory (EFI-30) es el instrumento que operacionaliza uno de los modelos teóricos más asentados y reconocidos en el área del perdón a nivel mundial. El objetivo del presente estudio es adaptar el EFI-30 a la población española y revisar suspropiedades psicométricas. Método: 426 estudiantes de grado y máster (98 hombres y 328 mujeres) con edades entre 18 y 30 años (M = 21.24; DE = 2.91), completaron el EFI-30 tras su adaptación, así como Transgression Related Interpersonal Motivations Inventory (TRIM-18), Remedial Strategies Scale (RSS) y Depression Anxiety and Stress Scale (DASS-21). Resultados: El Análisis Factorial Confirmatorio indicó buen ajuste a la estructura original de seis factores (CFI = .91, TLI = .90, IFI = .91, RMSEA = .067). La fiabilidad de las subescalas y del instrumento general fue buena, similar a la versión original. Los resultados mostraron adecuada validez convergente y de criterio. Conclusiones: EFI-30 muestra adecuadas propiedades psicométricas en un contexto español, siendo una medida apropiada para evaluar el perdón interpersonal de una ofensa especifica en al ámbito de la investigación e intervención clínica.
Curcumin as a Potential Antioxidant in Stress Regulation of Terrestrial, Avian, and Aquatic Animals: A Review

Stress has brought about a variety of harmful impacts on different animals, leading to difficulties in the management of animal husbandry and aquaculture. Curcumin has been recognized as a potential component to ameliorate the adverse influence of animal stress induced by toxicity, inflammation, diseases, thermal effect, and so on. In detail, this compound is known to offer various outstanding functions, including antibacterial properties, antioxidant effects, immune response recovery, and behavioral restoration of animals under stress conditions. However, curcumin still has some limitations, owing to its low bioavailability. This review summarizes the latest updates on the regulatory effects of curcumin in terms of stress management in terrestrial, avian, and aquatic animals.
An insight into the temporal dynamics in the gut microbiome, metabolite signaling, immune response, and barrier function in suckling and weaned piglets under production conditions

Little information is available on age- and creep-feeding-related microbial and immune development in neonatal piglets. Therefore, we explored age- and gut-site-specific alterations in the microbiome, metabolites, histo-morphology, and expression of genes for microbial signaling, as well as immune and barrier function in suckling and newly weaned piglets that were receiving sow milk only or were additionally offered creep feed from day of life (DoL) 10. The experiment was conducted in two replicate batches. Creep feed intake was estimated at the litter level. Piglets were weaned on day 28 of life. Gastric and cecal digesta and jejunal and cecal tissue were collected on DoL 7, 14, 21, 28, 31, and 35 for microbial and metabolite composition, histomorphology, and gene expression. In total, results for 10 piglets (n = 5/sex) per dietary group (sow milk only versus additional creep feed) were obtained for each DoL. The creep feed intake was low at the beginning and only increased in the fourth week of life. Piglets that were fed creep feed had less lactate and acetate in gastric digesta on DoL 28 compared to piglets fed sow milk only (p < 0.05). Age mainly influenced the gastric and cecal bacteriome and cecal mycobiome composition during the suckling phase, whereas the effect of creep feeding was small. Weaning largely altered the microbial communities. For instance, it reduced gastric Lactobacillaceae and cecal Bacteroidaceae abundances and lowered lactate and short-chain fatty acid concentrations on DoL 31 (p < 0.05). Jejunal and cecal expression of genes related to microbial and metabolite signaling, and innate immunity showed age-related patterns that were highest on DoL 7 and declined until DoL 35 (p < 0.05). Weaning impaired barrier function and enhanced antimicrobial secretion by lowering the expression of tight junction proteins and stimulating goblet cell recruitment in the jejunum and cecum (p < 0.05). Results indicated that age-dependent alterations, programmed genetically and by the continuously changing gut microbiome, had a strong impact on the expression of genes for gut barrier function, integrity, innate immunity, and SCFA signaling, whereas creep feeding had little influence on the microbial and host response dynamics at the investigated gut sites.
Inventory Information Inventory Information I. a Model of Interdealer Trading

When information about fundamentals is symmetric, can information-based trade still arise? Consider bond and FX markets, where private information about nominal cash flows is generally absent, but participants are convinced that superior information exists. We analyze a class of asymmetric information—inventory information—that is unrelated to fundamentals, but still forecasts future price (by forecasting future discount factors). We find that inventory information in FX does indeed forecast discount factors, and does so over both short and long horizons. The permanent effect from inventory information ranges between 15 and 30 percent of that from public information. When information about fundamentals is symmetric, can information-based trade still arise? The question is central to our understanding of some important markets, e.g., government bond and FX markets, where the premise of symmetric information about fundamentals is natural, yet participants are convinced that superior information exists (see, e. we address a class of information that we call inventory information. Inventory information is orthogonal to fundamentals (that is, orthogonal to cash flows from holding the asset, e.g., future coupons and principal in the case of a bond, and future interest differentials in the case of FX). At the same time, inventory information has the power to forecast future price. It does so by forecasting future discount factors (over both short and long horizons). 1 Inventory information is also asymmetric: initially it manifests in marketmaker positions, which are privately observed, and is only subsequently impounded in price. These two features—ability to forecast price and private observation—provide the basis for information-based trade. Beyond clarifying this information-based trade, our analysis shows that price effects from non-fundamental trades are of three distinct types. The first is idiosyncratic to individual marketmaker prices and is transitory—the so-called inventory effects from microstructure theory. The second type is common to all marketmaker prices (intraday risk premia) and is also transitory. In traditional models with a single marketmaker, the first and second of these are effectively the same. The third type of price effect from non-fundamental trade is common to all marketmaker prices and is permanent. This third price effect persists even after marketmaker inventories are fully shared economy-wide (e.g., permanent portfolio effects across assets that are imperfect substitutes; see, e.g., Scholes 1972 and Branson and Henderson 1985). Traditional models of securities trading do not address this third effect: in most models, inventory risk is assumed diversifiable at the economy-wide level. 2 Our empirical methodology is …
Association Amelanchiero ovalis-Pinetum mugo in northwestern Slovenia

We conducted a phytosociological study of dwarf pine stands on torrential fans and glacial material (moraine, till) in cirques of several Alpine valleys (Tolminka, Možnica) and on steep, shady erosion slopes (Struje above the Zadlaščica valley) in the belt of montane beech forests in the Julian Alps. Based on comparisons with similar communities in northern Italy we classified these stands into the association Amelanchiero-Pinetum mugo and into the new geographical variant with Rhamnus fallax. Floristically slightly similar dwarf pine stands in the altimontane and subalpine belts on sunny slopes of the Tolmin-Bohinj Mts. are classified into the new variant Rhodothamno-Pinetum mugo typicum var. Genista radiata.
Does Participation in Full-Time Kindergarten Improve Metis Students’ School Outcomes? A Longitudinal Population-Based Study from Manitoba, Canada

This study, a partnership between and , investigated whether attending full-time kindergarten (FTK) was associated with better educational outcomes for Metis students in Manitoba, who may face unique barriers to academic success. We utilized linked administrative data from the Manitoba Population Research Data Repository. For each measured education outcome, there were no significant differences in how Metis students who attended FTK vs Metis students who attended half-time kindergarten (HTK) performed. FTK does not provide sufficient support to Metis students to overcome the structural barriers to academic success they may face. It is likely that an upstream approach to addressing the structural barriers is needed to support improved outcomes in this population.
Acoustic Voice Analysis as a Useful Tool to Discriminate Different ALS Phenotypes

Approximately 80–96% of people with amyotrophic lateral sclerosis (ALS) become unable to speak during the disease progression. Assessing upper and lower motor neuron impairment in bulbar regions of ALS patients remains challenging, particularly in distinguishing spastic and flaccid dysarthria. This study aimed to evaluate acoustic voice parameters as useful biomarkers to discriminate ALS clinical phenotypes. Triangular vowel space area (tVSA), alternating motion rates (AMRs), and sequential motion rates (SMRs) were analyzed in 36 ALS patients and 20 sex/age-matched healthy controls (HCs). tVSA, AMR, and SMR values significantly differed between ALS and HCs, and between ALS with prevalent upper (pUMN) and lower motor neuron (pLMN) impairment. tVSA showed higher accuracy in discriminating pUMN from pLMN patients. AMR and SMR were significantly lower in patients with bulbar onset than those with spinal onset, both with and without bulbar symptoms. Furthermore, these values were also lower in patients with spinal onset associated with bulbar symptoms than in those with spinal onset alone. Additionally, AMR and SMR values correlated with the degree of dysphagia. Acoustic voice analysis may be considered a useful prognostic tool to differentiate spastic and flaccid dysarthria and to assess the degree of bulbar involvement in ALS.
Modeling/Simulation of the Dividing Wall Column by Using the Rigorous Model

Dividing wall column (DWC) is an atypical distillation column with an internal, vertical WE partition wall that effectively accommodates two conventional distillation columns into one to improve the thermodynamic efficiency. In previous studies, different equivalent models by combining conventional columns are adopted to approximate the DWC modeling, which may not well describe the integration of the DWC; moreover, the computational cost increases when multiple columns are implemented to represent one DWC. In this paper, a rigorous mathematical model is proposed based on the mass balance, the energy and phase equilibrium of the DWC, where decision variables and state variables are equally treated. The model was developed in the general process modeling system (gPROMS). Based on the rigorous model, the influences of liquid split ratio and vapor split ratio are discussed, and it is shown that the heat duty is sensitive to changes on the liquid and vapor split ratio. Inappropriate liquid and vapor split ratio will increase the mixing effects at both ends of the dividing wall, and adversely affect the thermodynamic efficiency. Hence, the degree of mixing is defined to characterize the column efficiency. Furthermore, the middle component split ratio at the top of the pre-fractionator has an optimal point for better energy saving with certain liquid and vapor split ratios, and can be used as an indicator for the energy performance. Finally, the model was tested and validated against literature data by using the ternary benzene–toluene–xylene mixture system as a case study.
Cardiac Troponin I but Not N-Terminal Pro-B-Type Natriuretic Peptide Predicts Outcomes in Cardiogenic Shock

This study investigates the prognostic value of cardiac troponin I (cTNI) and N-terminal pro-B-type natriuretic peptide (NT-proBNP) levels in patients with cardiogenic shock (CS). Data regarding the prognostic value of cardiac biomarkers in CS is scarce, furthermore, most studies were restricted to CS patients with acute myocardial infarction (AMI). Therefore, consecutive patients with CS from 2019 to 2021 were included. Blood samples were retrieved from day of disease onset (day 1) and on days 2, 3 and 4 thereafter. The prognostic value of cTNI and NT-proBNP levels was tested for 30-day all-cause mortality. Statistical analyses included univariable t-tests, Spearman’s correlations, Kaplan–Meier analyses and multivariable Cox proportional regression analyses. A total of 217 CS patients were included with an overall rate of all-cause mortality of 56% at 30 days. CTNI was able to discriminate 30-day non-survivors (area under the curve (AUC) = 0.669; p = 0.001), whereas NT-proBNP (AUC = 0.585; p = 0.152) was not. The risk of 30-day all-cause mortality was higher in patients with cTNI levels above the median (70% vs. 43%; log rank p = 0.001; HR = 2.175; 95% CI 1.510–3.132; p = 0.001), which was observed both in patients with (71% vs. 49%; log rank p = 0.012) and without AMI-related CS (69% vs. 40%; log rank p = 0.005). The prognostic impact of cTNI was confirmed after multivariable adjustment (HR = 1.915; 95% CI 1.298–2.824; p = 0.001). In conclusion, cTNI—but not NT-proBNP—levels discriminated 30-day all-cause mortality in CS patients.
At your service: supportiveness of servant leadership, communication frequency and communication channel fostering job satisfaction across generations

Introduction The present study contributes to the conversations on the role of ‘autonomy supportive’ factors in employee wellbeing in remote work contexts by examining the relationships between servant leadership, communication frequency – overall and via synchronous (i.e., individual video-calls, individual telephone calls) and asynchronous communication channels (i.e., e-mail messages, and WhatsApp) – on the one hand, and job satisfaction, on the other, and the moderating role of generation (Baby Boomers and Gen X versus Gen Y) in these relationships. Method Building on self-determination theory, incorporating insights from servant leadership, telework, and media richness and synchronicity literatures, we developed hypotheses that were tested via multilevel analysis (273 employees nested in 89 managers). Results In line with expectations, servant leadership had a positive relationship with job satisfaction. Total communication frequency, however, was not related to job satisfaction. Further analyses per communication channel showed that only level 2 e-mail communication frequency was positively related to job satisfaction. In contrast to expectations, the relationships studied were not moderated by generation. Discussion We concluded that, for all generations, both servant leadership and frequent (e-mail) communication can be regarded as ‘autonomy supportive’ factors in employee wellbeing. Paradoxically, whereas servant leadership, considered as a human-centric leadership style, suggests close trust-based employment relationships, employees valued frequent asynchronous communication (via e-mail). Having access to information and knowledge when needed may satisfy employees’ need for autonomy (and perhaps for flexibility to engage in work and non-work activities). The insights gained in our study can inform organizations, managers, and employees, particularly in future remote work contexts.
Multivariate Analysis of Gaze Behavior and Task Performance Within Interface Design Evaluation

Eye tracking technologies have frequently been used in sport research to understand the interrelations between gaze behavior and performance, using a paradigm known as vision-for-action. This methodology has not been robustly applied within the field of interface design. The present work demonstrates the benefit of employing a vision-for-action paradigm for interface evaluation. This is demonstrated through the evaluation of a novel task-specific symbology set presented on a head-up-display (HUD), developed to support pilots conduct ground operations in low-visibility conditions. HUD gaze behavior was correlated with task performance to determine whether certain combinations of gaze behavior could produce effective predictive performance models. A human-in-the-loop experiment was conducted with 11 professional pilots who were required to taxi in a fixed-base flight simulator using the HUD symbology, while gaze data toward the different HUD symbology elements was collected. Performance was measured as centerline deviation error and taxiing speed. Results revealed that appropriately timed gaze behavior toward task-specific elements of the HUD were associated with superior performance. During turns, attention toward an undercarriage lateral position indicator was associated with reduced centerline deviation (p < 0.05). The findings are interpreted alongside detailed posttrial user-feedback of the HUD symbology to illustrate how eye tracking methodologies can be incorporated into interface usability evaluations. The joint interpretation of these data demonstrates these novel procedures, the findings contribute to enhancing the wider domain of interface design evaluation.