Miracle-dz/UniFAR-FTUs huggingface dataset:
An improved precipitation climatology for the Arctic Ocean

Bias correction methods from the World Meteorological Organization Solid Precipitation Measurement Intercomparison Project are applied to 31 years of the Arctic Ocean drifting station records. Observation biases of wind‐induced gauge undercatch and trace amount of precipitation are corrected on a daily basis. Gauge‐measured mean annual precipitation is increased significantly from 150mm to 260mm due to the bias corrections. The seasonal cycle of bias corrected precipitation over the Arctic Ocean is characterized by a minimum in April and a maximum in September; this regime is consistent with other precipitation climatologies for the Arctic Ocean and is also in general agreement with several climate model simulations. The results of this work will have a significant impact on the Arctic fresh water budget, and they will also be useful for validation of global and regional climate models.
Pathogenic E. coli in the Food Chain across the Arab Countries: A Descriptive Review

Foodborne bacterial infections caused by pathogens are a widespread problem in the Middle East, leading to significant economic losses and negative impacts on public health. This review aims to offer insights into the recent literature regarding the occurrence of harmful E. coli bacteria in the food supply of Arab countries. Additionally, it aims to summarize existing information on health issues and the state of resistance to antibiotics. The reviewed evidence highlights a lack of a comprehensive understanding of the extent to which harmful E. coli genes are present in the food supply of Arab countries. Efforts to identify the source of harmful E. coli in the Arab world through molecular characterization are limited. The Gulf Cooperation Council (GCC) countries have conducted few surveys specifically targeting harmful E. coli in the food supply. Despite having qualitative data that indicate the presence or absence of harmful E. coli, there is a noticeable absence of quantitative data regarding the actual numbers of harmful E. coli in chicken meat supplies across all Arab countries. While reports about harmful E. coli in animal-derived foods are common, especially in North African Arab countries, the literature emphasized in this review underscores the ongoing challenge that harmful E. coli pose to food safety and public health in Arab countries.
How I Built My House

Abstract In northern Ethiopia, men and women build houses together but they use different building techniques to do so. These gendered technical practices are used in other gendered tasks that are concentrated in different but overlapping spatial realms, where men and women perform daily activities. It is proposed that gendered technical practice constitutes identities and relationships by creating a gendered material world that makes sense of who makes what, where, when, and how.
The intellectual structure of destination image research in tourism (2001–2023): Background, pre-pandemic overview, shifts during COVID-19 and implications for the future

We aim to map the intellectual structure of destination image (DI) research and its theoretical development in two longitudinal periods: firstly, from 2001 and before the outbreak of Covid-19 and approval of vaccines (2001–2020); and secondly, during Covid-19 (2021–2023). This is the first article to use co-citation analysis that focuses solely on DI, identifying the main clusters, intellectual turning points, and citation burst papers in this field. Studying bibliometrics pre- and during Covid-19 can help to understand the impact of the pandemic on research output and the shift in research focus. This methodology expands tourism science by recognising the intrinsic nature of DI from an evaluative and relational point of view. Co-citation refers to the cited not the citing papers. The results in the first period show: 1) theoretical background on DI associated with branding from Destination Management Organisations (DMO); 2) the components of DI and their relationship with visitor behaviour; 3) how the Internet and User-Generated Content (UGC) have become the main sources to perceive DI. Whereas, in the second period, two main shifts have been identified: 1) the impact of the pandemic on tourism and perceived travel risk; 2) the emergence of a new approach focusing on the engagement of people with the destination through life experiences. The conclusions could help suppliers, DMOs, and policymakers to understand the components of DI before and during the pandemic, as well as provide valuable insights for the tourism industry to adapt to the new normal.
Against the Odds: The Survival of Traditional Food Knowledge in a Rural Alberta Community

The globalization and industrialization of the agri-food system has been linked to declining knowledge and skills in the general population related to growing, preserving and cooking food. In rural communities, loss of this knowledge and associated culture and traditions has been further exacerbated by depopulation due to outmigration and the subsequent erosion of social and physical infrastructure. Counter to this trend of food deskilling, however, are the efforts of individuals who are actively working to maintain and perpetuate traditional food practices. The purpose of this research was to understand what factors motivate and enable the preservation of gardening, cooking and canning skills among a group of women and their children in a small rural community in Alberta. Qualitative research methods were used to gather relevant data, which were analyzed using a social practice theoretical lens. Findings from this study revealed four conditions influencing the continuation of these social practices among the research participants: the experience and history of scarcity; normative expectations; a close connection to family; and, development of a community of practice. This study illustrates the relevance of a social practice framework for examining food knowledge and skills, and points to the potential of this approach for understanding and promoting pro-environmental behaviour and sustainable consumption in the food system.
Sedimentology and Stratigraphy of the Morrison Formation in Dinosaur National Monument

The overall goal of this study is to establish a stratigraphic, sedimentologic, and geochronologic framework for the Upper Jurassic Morrison Formation within Dinosaur National Monument and to tie that framework to the rest of the Colorado Plateau and other important vertebrate fossil-bearing localities in the western United States. The study· is also intended to complement ongoing paleontological inventories of the Morrison Formation within Dinosaur National Monument (DNM). The project has four main objectives in order to achieve the overall goal. fossil vertebrate inventories; Formation and their through time, with particular emphasis on units; geochronologic sequence in the Morrison Formation by materials at critical stratigraphic intervals is, bentonite isotopic dating and collecting rock types favorable for containing microfossils for paleontologic dating); in of the detailed regional relationships &
Productive entities and citation patterns of highly cited papers in public administration domain: An informetric profile

This study aimed to analyze the characteristics of highly cited public administration articles in the Social Science Citation Index published from 1900 to 2022. Results show that classic works were revealed to frequently occur in the 1970s, and most of articles are on collaborative governance research. The output of countries, institutions, authors, and journals in the field of public administration also was revealed. In addition, the study discovers the life cycle of highly cited articles, including three types: “delayed growth,” “steady growth,” and “rapid growth. ” This study describes the citation behavior characteristics of academic entities in the discipline of public administration and the common rules of highly cited papers, which provides insights for the future development direction of the discipline of public administration research.
Monitoring the shorebirds of North America: Towards a unified approach

• U.S. Geological Survey, Fort Collins Science Center, 2150 Centre Avenue, Bldg. C, Fort Collins, CO 80526, USA, e-maih susan_skagen@usgs.gov; 2U.S. Geological Survey, Forest and Rangeland Ecosystem Science Center, 970 Lusk Street, Boise, ID 83706, USA; 3U.S. Fish and Wildlife Service, 4401 N. Fairfax Dr., Suite 634, Arlington, VA 22203, USA; 4 Manomet Center for Conservation Sciences, PO Box 1770, Manomet, MA 02345, USA; 5Canadian Wildlife Service, National Wildlife Research Centre, Carleton University, Raven Rd., Ottawa, ON, KIA OH3, Canada; 6Canadian Wildlife Service, #301, 5204-50th Avenue, Yellowknife, NT, XIA 1E2, Canada; 7U.S. Fish and Wildlife Service, PO Box 25486 DFC, Denver, CO 80225, USA
Solar Energy Deposition Rates in the Mesosphere Derived from Airglow Measurements: Implications for the Ozone Model Deficit Problem

We derive rates of energy deposition in the mesosphere due to the absorption of solar ultraviolet radiation by ozone. The rates are derived directly from measurements of the 1.27-μm oxygen dayglow emission, independent of knowledge of the ozone abundance, the ozone absorption cross sections, and the ultraviolet solar irradiance in the ozone Hartley band. Fifty-six months of airglow data taken between 1982 and 1986 by the near-infrared spectrometer on the Solar-Mesosphere Explorer satellite are analyzed. The energy deposition rates exhibit altitude-dependent annual and semi-annual variations. We also find a positive correlation between temperatures and energy deposition rates near 90 km at low latitudes. This correlation is largely due to the semiannual oscillation in temperature and ozone and is consistent with model calculations. There is also a suggestion of possible tidal enhancement of this correlation based on recent theoretical and observational analyses. The airglow-derived rates of energy deposition are then compared with those computed by multidimensional numerical models. The observed and modeled deposition rates typically agree to within 20%. This agreement in energy deposition rates implies the same agreement exists between measured and modeled ozone volume mixing ratios in the mesosphere. Only in the upper mesosphere at midlatitudes during winter do we derive energy deposition rates (and hence ozone mixing ratios) consistently and significantly larger than the model calculations. This result is contrary to previous studies that have shown a large model deficit in the ozone abundance throughout the mesosphere. The climatology of solar energy deposition and heating presented in this paper is available to the community at the Middle Atmosphere Energy Budget Project web site at http://heat.budget. gats.inc.com.
Development of a Universal Validation Protocol and an Open-Source Database for Multi-Contextual Facial Expression Recognition

Facial expression recognition (FER) poses a complex challenge due to diverse factors such as facial morphology variations, lighting conditions, and cultural nuances in emotion representation. To address these hurdles, specific FER algorithms leverage advanced data analysis for inferring emotional states from facial expressions. In this study, we introduce a universal validation methodology assessing any FER algorithm’s performance through a web application where subjects respond to emotive images. We present the labelled data database, FeelPix, generated from facial landmark coordinates during FER algorithm validation. FeelPix is available to train and test generic FER algorithms, accurately identifying users’ facial expressions. A testing algorithm classifies emotions based on FeelPix data, ensuring its reliability. Designed as a computationally lightweight solution, it finds applications in online systems. Our contribution improves facial expression recognition, enabling the identification and interpretation of emotions associated with facial expressions, offering profound insights into individuals’ emotional reactions. This contribution has implications for healthcare, security, human-computer interaction, and entertainment.
Detecting influential observations in nonlinear regression modeling of groundwater flow

Nonlinear regression is used to estimate optimal parameter values in models of groundwater flow to ensure that differences between predicted and observed heads and flows do not result from nonoptimal parameter values. Parameter estimates can be affected, however, by observations that disproportionately influence the regression, such as outliers that exert undue leverage on the objective function. Certain statistics developed for linear regression can be used to detect influential observations in nonlinear regression if the models are approximately linear. This paper discusses the application of Cook's D, which measures the effect of omitting a single observation on a set of estimated parameter values, and the statistical parameter DFBETAS, which quantifies the influence of an observation on each parameter. The influence statistics were used to (1) identify the influential observations in the calibration of a three‐dimensional, groundwater flow model of a fractured‐rock aquifer through nonlinear regression, and (2) quantify the effect of omitting influential observations on the set of estimated parameter values. Comparison of the spatial distribution of Cook's D with plots of model sensitivity shows that influential observations correspond to areas where the model heads are most sensitive to certain parameters, and where predicted groundwater flow rates are largest. Five of the six discharge observations were identified as influential, indicating that reliable measurements of groundwater flow rates are valuable data in model calibration. DFBETAS are computed and examined for an alternative model of the aquifer system to identify a parameterization error in the model design that resulted in overestimation of the effect of anisotropy on horizontal hydraulic conductivity.
Ophiolite‐bearing mélanges in southern Italy

In southern Italy two ophiolite‐bearing belts, respectively involved in the Adria‐verging southern Apennines and in the Europe‐verging thrust belt of the northern Calabrian Arc, represent the southward extension of the northern Apennines and of ‘Alpine Corsica’ ophiolitic units, respectively. They form two distinct suture zones, which are characterized by different age of emplacement and opposite sense of tectonic transport. The ophiolite‐bearing units of the southern Apennines are represented by broken formation and tectonic mélange associated with remnants of a well‐developed accretionary wedge emplaced on top of the Adria continental margin, with an overall NE direction of tectonic transport. These units consist of a Cretaceous‐Oligocene matrix, which includes blocks of continental‐type rocks and ophiolites with remnants of their original Upper Jurassic to Lower Cretaceous pelagic cover. The innermost portion of the accretionary wedge is represented by a polymetamorphosed and polydeformed tectonic units that underwent a Late Oligocene high pressure/low temperature (HP/LT) metamorphism. The northern Calabria ophiolitic‐belt is indeed composed of west‐verging tectonic slices of oceanic rocks which, embedded between platform carbonate units of a western continental margin at the bottom and the basement crystalline nappes of the Calabrian Arc at the top, are affected by a Late Eocene‐Early Oligocene HP/LT metamorphism. The main tectonic features of these two suture zones suggest that they can be interpreted as the result of the closure of two branches of the western Neotethys separated by a continental block that includes the crystalline basement rocks of the Calabrian Arc. We thus suggest that the north‐east verging southern Apennine suture constituted by a well‐developed accretionary wedge is the result of the closure of a large Late Jurassic‐Early Cretaceous oceanic domain (the Ligurian Ocean) located between the African (the Adria Block) and European continental margins. The northern Calabria suture derives indeed from the deformation of a very narrow oceanic‐floored basin developed during the Mesozoic rifting stages within the European margin separating a small continental ribbon (Calabrian Block) from the main continent. Copyright © 2008 John Wiley & Sons, Ltd.
A methodology for determining the atmospheric lifetime of fluorocarbons

We discuss the atmospheric variability and instrumental uncertainties which limit the determination of the atmospheric lifetime of fluorocarbons. These factors produce substantial uncertainties in the current estimates of fluorocarbon lifetimes. However, because fluorocarbon production has remained relatively constant over the past few years, the atmospheric lifetime may now be determined with considerably improved accuracy. Analysis of the data by trend and total overburden techniques are compared; the trend method is to be preferred after the first year or two because it allows systematic errors to be reduced. The detectability of a sink is illustrated for a network of four stations spaced around the globe at which measurements are made at least daily. We conclude that 5 years of operation of such a network should enable us to establish whether atmospheric lifetimes of 20 years or less exist.
Significant improvements in cataract treatment and persistent inequalities in access to cataract surgery among older Poles from 2009 to 2019: results of the PolSenior and PolSenior2 surveys

Background and aims Cataract is the leading cause of visual impairment and blindness among older adults worldwide, that can be corrected through surgical interventions. However, diagnosis and treatment bias can be observed, and it is a major issue for improving health policies. Therefore, we assessed a declared prevalence of cataract and the frequency of surgical treatment of this condition in the Polish population in the years 2009–2019. To provide evidence of health inequalities, we compared operated and non-operated seniors using selected socioeconomic factors and identified variables affecting the availability of cataract surgery services over a 10-year follow-up period. Methods An analysis based on a survey among 4,905 participants of the nationwide PolSenior study conducted in 2008–2009, and 5,031 participants of PolSenior2 conducted one decade later to assess the health of Poles over 65 years of age. Results Cataract diagnosis was declared by 25.5 and 28.2% of the study population in PolSenior and PolSenior2 surveys, respectively. Out of those diagnosed with cataract in PolSenior, 46.5% underwent surgical treatment for at least one eye. This rate increased up to 67.9% in the survey conducted 10 years later. Independent factors increasing the chance for cataract surgery in both cohorts included male sex and age > 75 years. Additional factors were self-reported good health status in PolSenior and lack of financial problems in purchasing medicines in PolSenior2. Over the investigated decade, the chances for cataract surgical treatment increased in single-living and widowed patients. The shortage of funds for medications remained the only significant barrier for surgery. Conclusion Although the prevalence of cataract in the older adult population in Poland has not changed from 2009 to 2019, the rate of cataract surgeries has considerably increased over the analyzed decade. Patients with lower socioeconomic status and women have lower access to surgical cataract management.
Institutional directors, central bank-approved directors, partner-client tenure and audit reporting timeliness

Abstract Following the lead of recent literature showing the vital role played by institutional directors in influencing organizational outcomes, this study contributes to the body of research on auditing delays by examining the question of if and to what extent institutional directors have any connection to the on-time completion of audit reports. The study also looks into how having directors who have been approved by the central bank can speed up audit reporting. In addition, the research article goes on to explore concerns regarding the potential negative effects that changing partners could have on auditing results due to the impairment of client-specific knowledge. Our study provides pioneering empirical evidence supporting the idea that institutional directors and financial institution directors significantly improve audit timeliness in emerging audit economies. Furthermore, this study finds little evidence to support the contention that a long-tenured audit partner improves financial reporting timeliness. Therefore, being scared of mandatory partner rotation leads to an impairment of knowledge and understanding specific to customers, and the postponement of declarations of audited financial results is unwarranted and unnecessary.
Variations of the thermospheric nitric oxide mass mixing ratio as a function of Kp, altitude, and magnetic local time

In this letter, data from the Halogen Occultation Experiment (HALOE) and the Particle Environment Monitor on the Upper Atmospheric Research Satellite are presented. Five years of data from each instrument have been used to create high‐latitude maps of Nitric Oxide (NO) mass mixing ratio and electron impact and bremsstrahlung ionization rates as a function of altitude and Kp. We show that enhancements in NO at 100 km are coupled to the auroral oval and to increases in the local ionization rate, with both the peak in the ionization rate and NO mass mixing ratio occuring in the dawn magnetic local time sector between 60° and 70° magnetic latitude. Below this altitude, the NO is shown to be enhanced at lower latitudes and sunward of the dawn‐dusk meridian, most likely due to solar illumination. Above 100 km, the NO density enhancement stays in approximately the same MLT sector, while the peak ionization rate expands in MLT towards the night side. This is attributed to a build up of NO created by particle precipitation during the night, which is corotated towards the dawn region.
Episodic increases in nitrate concentrations in streamwater due to the partial dieback of a pine forest in Japan: runoff generation processes control seasonality

Nitrogen dynamics were investigated in tandem with groundwater monitoring in a temperate forest catchment in Japan, to determine the effect of the partial dieback of dominant tree stands on nutrient cycling and streamwater chemistry, especially temporal and spatial changes in the NO3− concentrations in soil and ground water. Decreased nitrogen uptake by roots and increased nitrogen supply from the litter fall that occurred with the 1992–94 pine dieback caused by pine‐wilt disease brought on a threefold increase in nitrate concentrations in streamwater and subsurface groundwater. It was found that, from 1992 to 1996, seasonal peaks occurred in the stream NO3− concentrations during the rainy season (July to August). This seasonal variation corresponded directly to groundwater levels in the riparian zone near the catchment outlet, suggesting that seasonal changes in groundwater levels were the dominant factor controlling temporal variation in stream NO3− concentrations. The mechanism of the seasonal pattern found in this watershed emphasizes the importance of hydrological seasonality with the high precipitation, groundwater levels, and runoff rates that are seen in summer in Japan, whereas in forested watersheds in Europe and the eastern USA the smaller inorganic nitrogen pools and low transportation forces simultaneously affect NO3− leaching during summer. Copyright © 2003 John Wiley & Sons, Ltd.