Miracle-dz/UniFAR-FTUs huggingface dataset:
Fast, flexible alternatives to regular grid designs for spatial capture–recapture

Spatial capture–recapture (SCR) methods use the location of detectors (camera traps, hair snares and live‐capture traps) and the locations at which animals were detected (their spatial capture histories) to estimate animal density. Despite the often large expense and effort involved in placing detectors in a landscape, there has been relatively little work on how detectors should be located. A natural criterion is to place traps so as to maximize the precision of density estimators, but the lack of a closed‐form expression for precision has made optimizing this criterion computationally demanding. Recent results by Efford and Boulanger (2019) show that precision can be well approximated by a function of the expected number of detected individuals and expected number of recapture events, both of which can be evaluated at low computational cost. We use these results to develop a method for obtaining survey designs that optimize this approximate precision for SCR studies using count or binary proximity detectors, or multi‐catch traps. We show how the basic design protocol can be extended to incorporate spatially varying distributions of activity centres and animal detectability. We illustrate our approach by simulating from a camera trap study of snow leopards in Mongolia and comparing estimates from our designs to those generated by regular or optimized grid designs. Optimizing detector placement increased the number of detected individuals and recaptures, but this did not always lead to more precise density estimators due to less precise estimation of the effective sampling area. In most cases, the precision of density estimators was comparable to that obtained with grid designs, with improvement in some scenarios where approximate CV(D̂) < 20% and density varied spatially. Designs generated using our approach are transparent and statistically grounded. They can be produced for survey regions of any shape, adapt to known information about animal density and detectability, and are potentially easier and less costly to implement. We recommend their use as good, flexible candidate designs for SCR surveys when reasonable knowledge of model parameters exists. We provide software for researchers to construct their own designs, in the form of updates to design functions in the r package oSCR.
Using Silica Activity to Model Redox-dependent Fluid Compositions in Serpentinites from 100 to 700 °C and from 1 to 20 kbar

Serpentinization is a metamorphic process that can stabilize highly reduced hydrogen-rich fluids. Previous measurements of elevated CH4 and H2 concentrations in ultramafic-hosted submarine springs indicate that active serpentinization occurs along mid-ocean ridge systems at seafloor pressures (∼<500 bar) and temperatures (∼<350 °C). Serpentinites also exist at higher pressures in subduction zones; for example, during retrograde hydration of the forearc mantle wedge and during prograde deserpentinization within the subducted slab. However, many studies demonstrating the thermodynamic stability of reduced serpentinite fluids have been limited to terrestrial seafloor conditions. To investigate the redox state of serpentinite fluids at elevated pressures, phase equilibria and fluid compositions were computed for 100–700 °C and 1–20 kbar using aqueous silica activity (aSiO2(aq)) as a governing parameter. Silica-sensitive, redox-buffering assemblages were selected to be consistent with previously proposed reactions: SiO2(aq)–fayalite–magnetite (QFM), SiO2(aq)–Fe-brucite–cronstedtite, SiO2(aq)–Fe-brucite–Fe3+-serpentine, plus the silica-free buffer Fe-brucite–magnetite. Fluid species are limited to simple, zerovalent compounds. For silica-bearing redox reactions, aSiO2(aq) is buffered by coexisting ultramafic mineral assemblages in the system MgO–SiO2–H2O. Silica activity and fO2 are directly correlated, with the most reduced fluids stabilized by the least siliceous assemblages. Silica activity and fO2 increase with pressure, but are more strongly dependent on temperature, leading to greater silica enrichment and more oxidized conditions along shallow, warm subduction paths than along steeper, colder paths. Reduced fluids with mCH4/mCO2 > 1 and fO2 below QFM are present only when serpentine is stable, and are favored along all subduction trajectories except shallow P–T paths at eclogite-grade. Values of mH2 and mCO/mCO2 depend strongly on P and T, but also on the choice of redox buffer, especially whether the Fe-serpentine component is cronstedtite or Fe3+-serpentine. Methane and H2S production are thermodynamically favored throughout the P–T range of the serpentinized forearc mantle and in other settings with similar conditions; for example, deep planetary seafloors. The model offers a generalized technique for estimating the redox state of a fluid-saturated serpentinite at elevated P and T, and yields results consistent with previous petrographic and thermodynamic analyses. High-pressure serpentinization may be an important source of reduced species that could influence prebiotic chemistry, support microbial life in the deep biosphere or in deep planetary oceans, or promote greenhouse warming on early Earth.
Perceptual vs. automated judgements of music copyright infringement

Music copyright lawsuits often result in multimillion dollar damage awards or settlements, yet there are few objective guidelines for applying copyright law in infringement claims involving musical works. Recent re-search has attempted to develop objective methods based on automated similarity algorithms, but there remains almost no data on the role of perceived similarity in mu-sic copyright decisions despite its crucial role in copy-right law. We collected perceptual data from 20 participants for 17 adjudicated copyright cases from the USA and Japan after editing the disputed sections to contain either full audio, melody only, or lyrics only. Due to the historical emphasis in legal opinions on melody as the key criterion for deciding infringement, we predicted that listening to melody-only versions would result in perceptual judgements that more closely matched actual past legal decisions. Surprisingly, however, we found no significant differences between the three conditions, with participants matching past decisions in between 50-60% of cases in all three conditions. Automated algorithms designed to calculate melodic and audio similarity produced comparable results: both algorithms were able to match past decisions with identical accuracy of 71% (12/17 cases). Analysis of cases that were difficult to classify suggests that melody, lyrics, and other factors sometimes interact in complex ways difficult to capture using quantitative metrics. We propose directions for further investigation of the role of similarity in music copy-right law using larger and more diverse samples of cases and enhanced methods, and adapting our perceptual experiment method to avoid relying for ground truth data only on court decisions (which may be subject to selection bias). Our results contribute to important practical debates, such as whether jury members should be allowed to listen to full audio recordings during copyright cases.
Weak mineralization despite strong processing of dissolved organic matter in Eastern Arctic tundra ponds

Permafrost thawing mobilizes large quantities of organic carbon that was sequestered in Arctic regions over the last glacial cycle. Processes involved in the oxidation of this carbon need to be further assessed to estimate the fraction to be released into the atmosphere. Shallow tundra ponds are sites of active carbon turnover on the landscape and significant sources of greenhouse gases. Dissolved organic matter (DOM) leached from thawing peat into these ponds is exposed to sunlight, with the potential to accelerate its mineralization directly into CO2 or through the production of more labile molecules. We tested the catalytic effect of sunlight on DOM mineralization in tundra ponds formed on organic‐rich polygonal landscapes originating from syngenetic permafrost, including a pond exposed to active permafrost erosion. Microbial decay rates, measured as the loss of chromophoric DOM, were similar to photodecay rates (1%–3% d−1). Groups of fluorescing molecules were formed through microbial transformation or lost through photolysis at differing rates among studied ponds, with the erosive trough pond presenting a unique response suggesting the involvement of soil microbes. Despite the stimulation of microbial growth under sunlight and the dynamic response of DOM optical properties, the loss of dissolved organic carbon was not significant under any treatment. This suggests that microbial and photochemical mineralization of DOM was slow and potentially substrate‐limited during the dry period when ponds were sampled. The static nature of tundra ponds, with their long water retention time, may thus constrain hot moments when water moves and transports carbon on the landscape.
Systematic Review on the Epidemiology and Management of the Dry Eye Disease in Sub-Saharan Francophone Africa

Introduction: Dry Eye Disease (DED) is a multifactorial affection of the tears and the ocular surface. Its prevalence in the world varies between 7% and 33%. To the best of our knowledge, the prevalence of DED in Subsaharan Francophone African countries is not yet known. The objectives of this systematic review were to determine the prevalence of DED, to identify the main risk factors for DED, and to determine the diagnostic and therapeutic management of DED in Subsaharan Francophone African countries. Methodology: This is a systematic review of articles, dealing with DED, published in English or French language from 2010 to 2020. The following key words (Prevalence OR Incidence OR Proportion OR Rate OR Frequency OR Epidemiology OR Distribution) AND (Risk Factors OR Influences) AND (Symptoms or Questionnaire) AND (Clinical Signs OR Clinical Tests) AND (Dry Eye Disease OR Dry Eye Syndrome) AND (Pharmacological Treatment OR Non-pharmacological Treatment OR Management) AND (Benin OR Burkina Faso OR Burundi OR Cameroon OR Cap-Green OR Central African Republic OR Congo OR Congo (Democratic Republic of) OR Ivory Coast OR Gabon OR Guinea OR Guinea-Bissau OR Equatorial Guinea OR Mali OR Madagascar OR Mauritius (island) OR Niger OR Rwanda OR Sao Tome and Principe OR Senegal OR Seychelles OR Chad OR Togo) in French and English were searched on Pubmed, Chocrane database, Google scholar and ICTRP. Articles in English and French were selected from 2010 to 2020. Results: We selected 05 articles on the epidemiology and management of DED in sub-Saharan francophone Africa. The prevalence of DED in sub-Saharan francophone Africa in the articles ranged from 7.5% to 90.4%. DED affects more women than men. The risk factors found were: age over 50 years, diabetes, meibomian gland dysfunction, prolonged use of computers, and glaucomatous anti-glaucoma drugs. The Test of Breack Up Time (TBUT) was commonly used for the clinical diagnosis of dry eye disease in Sub-Saharan Francophone Africa. The therapeutic strategy for DED was not mentioned in any article. Conclusion: DED, a multifactorial and blinding eye disease, is insufficiently explored by eye health professionals in sub-Saharan Francophone Africa. The implementation of a systematic screening program and strategies for the treatment of dry eye disease in at-risk individuals would be beneficial for sub-Saharan Francophone African countries.
The Origin of High Optical Tilt in a Homologous Series of Fluorinated Antiferroelectric Liquid Crystals

The compounds from the fluorinated nF6B (n = 1,2,3,4,5,6,7) homologous series were investigated by means of optical, electrooptical, refractometrical, dielectric, densytometric, X-ray and IR spectroscopy methods. For some compounds being a subject of investigations a computer simulation of molecular properties were done. In our opinion high value of optical tilt Θo angle in comparison with a tilt angle obtained from X-ray measurements can be interpreted in terms of de Vries model of SmA* phases as well as of dimers creation process.
A Novel High‐Energy Hybrid Supercapacitor with an Anatase TiO2–Reduced Graphene Oxide Anode and an Activated Carbon Cathode

A hybrid supercapacitor with high energy and power densities is reported. It comprises a composite anode of anatase TiO2 and reduced graphene oxide and an activated carbon cathode in a non‐aqueous electrolyte. While intercalation compounds can provide high energy typically at the expense of power, the anatase TiO2 nanoparticles are able to sustain both high energy and power in the hybrid supercapacitor. At a voltage range from 1.0 to 3.0 V, 42 W h kg−1 of energy is achieved at 800 W kg−1. Even at a 4‐s charge/discharge rate, an energy density as high as 8.9 W h kg−1 can be retained. The high energy and power of this hybrid supercapacitor bridges the gap between conventional batteries with high energy and low power and supercapacitors with high power and low energy.
Production and characterization of biodiesel and glycerine pellet from macroalgae strain: Cladophora glomerata

Biodiesel was prepared by extracting oil from Cladophora glomerata green algae followed by transesterification of the oil using NaOH as a catalyst. The algae Oil extraction was carried out using two different techniques (Soxhlet and refluxing) and similar oil yield was obtained (23-24%). The resulting biodiesel showed desirable physical and chemical properties. Specific gravity, acid value, iodine value, ash content and calorific value of the algae biodiesel were within the specification of American Society for Testing and Materials (ASTM) and European Standards (EN). The analysis of fatty acid methyl ester composition revealed, 63, 27 and 10% for 9-octadecodenoic, hexadeconic and octadeconoic acid methyl ester, respectively. From the production line, two waste streams (glycerol and residual biomass) were combined to form a glycerine pellet. The measured energy content of the glycerine pellet was found to be comparable with firewood. Therefore, C. glomerata could potentially be utilized for the production of both biodiesel and glycerine pellet with no net waste in the transesterification process. KEY WORDS: Algae oil, Biodiesel, Transesterification, Glycerine pellet, Macroalgae, Cladophora glomerata Bull. Chem. Soc. Ethiop. 2020, 34(2), 249-258 DOI: https://dx.doi. org/10.4314/bcse.v34i2. 4
CADMIUM REMOVAL USING VEGETABLE OIL BASED EMULSION LIQUID MEMBRANE (ELM): MEMBRANE BREAKAGE INVESTIGATION

The aim of this research is to quantify the occurrence of membrane breakage in vegetable oil based Emulsion Liquid Membrane (ELM). Basically, ELM consists of three main phases; internal, external and membrane. In this work, the membrane phase was prepared by dissolving Span 80 as surfactant and Aliquat 336 as carrier in commercial grade corn oil. As a way to promote sustainable development, vegetable oil which is environmentally benign diluent was incorporated in the formulation of ELM. The influence of several important parameters towards membrane breakage were studied. They are carrier and surfactant concentration, W/O volume ratio, emulsification time, internal phase concentration as well as stirring speed. Based on the data obtained, emulsion prepared using 4 wt% Aliquat 336 and 3 wt% Span 80 resulted in the most stable emulsion with only 0.05% membrane breakage. The emulsion was produced using W/O volume ratio of 1/3 and it was homogenized with the assistance of ultrasound for 15 min. Moreover, emulsion produced able to provide a fair balance between emulsion stability and Cd(II) permeability as it able to remove 98.20% Cd(II) ions from the external phase.
Integrated analysis of circRNA-miRNA-mRNA network reveals potential prognostic biomarkers for radiotherapies with X-rays and carbon ions in non-small cell lung cancer

Background This work was aimed at exploring the regulatory network of non-coding RNA (ncRNA) especially circular RNA (circRNA) and microRNA (miRNA), in the sensitivity of non-small cell lung cancer (NSCLC) cells to low linear energy transfer (LET) X-ray and high-LET carbon ion irradiations. Methods The radioresistant NSCLC cell line A549-R11 was obtained from its parental cell line A549 through irradiation with X-rays of 2.0 Gy per fraction for 30 times. The sensitivities of A549, A549-R11 and H1299 cells exposed to X-rays and carbon ions were verified using the colony formation assay. A comprehensive circRNA-miRNA-mRNA network was constructed through the sequencing data in parental A549, acquired radioresistant A549-R11 and intrinsic radioresistant H1299 cells, and the network was further optimized according to the prognostic results from the TCGA and GEO databases. Results Based on high-throughput sequencing of circRNAs, we found that 40 circRNAs were up-regulated while 184 circRNAs were down-regulated in the intersection of the sets of A549-R11 and H1299 cells. Subsequently, a circRNA- miRNA-mRNA network, including 14 interactive pairs and 8 circRNAs, 4 overall survival-associated miRNAs, and 4 mRNAs, was constructed through the high-throughput data screening and bioinformatics methods. Conclusions Our results provide a complete understanding to the regulatory mechanism of the sensitivities to low-LET X-ray and high-LET carbon ion irradiations, and might be helpful to screen potential biomarkers for predicting the Carbon-ion radiotherapy (CIRT) and X-ray radiotherapy responses in NSCLC.
The Analysis of Covid-19 Knowledge of Health Sciences Students Based on Their Characteristics

The study was an observational study with a cross sectional approach, snowball sampling, using a questionnaire distributed online to health science students, for 4 days. The questionnaire contained informed consent, five questions related to respondent characteristics, and 20 questions sourced from WHO. Analysis of the results is done by calculating the frequency distribution and chi square test to see the relationship of knowledge about COVID-19 with student characteristics. A total of 538 people were respondents in this study. The median knowledge of respondents was 37 and 71% of respondents had good knowledge. Respondents came from Nursing, Midwifery and Nursing Professional Education study programs. As many as 61.3% of students work as health workers. The respondent's province of residence consists of 19 provinces in Indonesia. Respondents aged <20 years to> 40 years, most 45.7% aged 20-25 years. The three most common sources of information COVID-19 are the internet 37%, television 25.3% and superiors and colleagues at work 19.7%. Cumulative Achievement Index (IPK) between 3.0 3.5 is the most IPK of respondents (59.7%). Median knowledge scores 37 and 71% of respondents have good knowledge. There was a significant relationship (p <0.05) between COVID-19 knowledge and the student's employment status, study program and health science student age. There is no meaningful relationship between COVID-19 knowledge with the province of residence, the IPK, the source of information.
Metolazone compound as corrosion inhibitor for API 5L X-52 steel in hydrochloric acid solution

The aim of this research is to evaluate the inhibitive effect of metolazone on API 5L X-52 steel in 2 M HCl solution using electrochemical impedance spectroscopy (EIS), potentiodynamic polarization techniques within a temperature range of 303 to 323 K. Scanning electron microscopy (SEM) was also employed to study the morphology of the corroded coupons in 2 M HCl solution and in the presence of the inhibitor. The efficiency of the inhibition depends on the concentration of metolazone and reaction system temperature. The maximum inhibition efficiency values were 92.7 and 90.7%, respectively, for both EIS and polarization techniques at the temperature of 303 K. The electrochemical impedance spectra (EIS) studies reveal that the process of inhibition is through charge transfer. Potentiodynamic polarization (PDP) studies showed that metolazone is mixed-type inhibitor. The metolazone adsorption characteristics on API 5L X-52 steel surface was found to be spontaneous and obeyed Langmuir adsorption isotherm and the mechanism of adsorption suggest chemisorptions. The inhibition efficiency of metolazone drug obtained by electrochemical methods was in good relationship with each other. KEY WORDS: Metolazone drug, API 5L X-52 Steel, SEM, Electrochemical, Corrosion inhibition Bull. Chem. Soc. Ethiop. 2020, 34(2), 407-418 DOI: https://dx.doi. org/10.4314/bcse.v34i2. 16
THE IMPROVEMENT OF SALIVA FLOW RATE BY GARGLING GREEN TEA STEPPING IN MENOPAUSE WOMEN WITH XEROSTOMIA

Endocrine and biological changes occur in postmenopausal women, the production of steroid sex hormones that affect the health of the oral cavity, with the reduction of all or part of estrogen resulting in xerostomia (dry mouth). The treatment of Xerostomia was carried out using local, mechanical and chemical stimulation. The purpose of this study was to determine the effect of gargling of green tea steeping on salivary flow rates in postmenopausal women with xerostomia at Darussalam Public Health Center in Medan.This is an experimental study using the design of control group, pretest-posttest and the non-probability of purposive sampling. Fourty menopausal women with xerostomia were used as sample. The treatment group gargled with green tea steeping while the control group gargled with distilled water. Saliva was collected into the pots for three minutes before and after treatment by spitting method. The analytical test used was the paired T-test and the unpaired.The results showed that there was an increase in salivary flow rate with green tea brushing rinse by 0.281750 ml/min and with aquades rinsing by 0.03335 ml/min. Furthermore, there was an effect of gargling with green tea steeping, namely an increase in the flow rate of saliva and this research can be an alternative treatment to relieve xerostomia in menopausal women.The green tea gargling was better in stimulating salivary flow rate.
Total Phenolic, Total Flavonoids Content and Antioxidant Activity of Mangifera sp. Leaf Extracts

Mangifera sp. is a versatile plant that was reported to have various bioactivities, however only the fruits have gain popularity due to it sweet flesh and been known worldwide. It has a potential source of flavonoids and carotenoids, which makes them a nutritious functional food to consume. This study focused on determination of the total phenolic content (TPC), total flavonoid content (TFC) and antioxidant activity of the Mangifera sp. leaves extract in different water extraction methods. The TPC and TFC was determined by using Folin-Ciocalteu method and aluminium chloride method respectively while antioxidant activity was determined using 2,2-diphenyl-1-picrylhydrazyl (DPPH) assay and ferric reducing antioxidant power (FRAP) assay. Soxhlet extraction (SXE) produced the highest extraction yield compared to microwave extraction (MWE). MWE at 8 minutes extract showed the highest TPC (262.13±0.05 mg GAE/g). SXE showed the highest TFC (413.46±0.77 mg rutin/g). The highest antioxidant activity was recorded in MWE 8 minutes extract through DPPH and FRAP assays compared to other two MWE extract and SXE extract.