cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/r5k9ktwr4g
title: HASSANIYA-DTCD: A new Dataset for Benchmarking Text Classification Tasks on HASSANIYA Dialect

description: HASSANIYA-DTCD: A new Dataset for Benchmarking Text Classification Tasks on HASSANIYA dialect is the first Mauritanian dialect dataset called “HASSANIYA” containing 1851 records classified into three categories: positive, negative, and neutral. This dataset was collected using web scraping tools from comments posted on the Facebook platform, and Label Studio was used to annotate each record.

For more details, see the README file.
DOI: 10.17632/64n584n2d4
title: Dataset of middle cerebral artery blood flow stability in response to high-definition transcranial electrical stimulation

description: This dataset provides information about the middle cerebral arteries' blood flow velocity of healthy subjects during and after HD-tDCS.
DOI: 10.17632/67mgwggxv3
title: Nature of human intelligence

description: Humankind faces many problems like terrorism, crime, the collapse of the family unit,
drug abuse, war, theft, etc. I did this multidisciplinary Research to find whether there
are primary and common psychological reasons or not. I have discovered some
fundamental factors that are significantly limited or reversible of human intelligence
by some decisions. Those limitations might be due to activating delusional thoughts and
decisions, which are declined of intelligence, mainly cause by psychological mind
viruses (MV) in them, as I hypothesize. Those issues are impacting optimal living,
psychological, physical, and social well-being. So, better practical solutions and
preventive methods are needed. The leading psychological limiting factors for
intelligence development are MV, and its' remedies are healthy mind viruses (HMV).
Intelligent learning, training (meditation), and intelligent decisions might evolve the
nature of the brain, nurture, and X-ultra quantum conscious particle genome (XUQCPG); all these six factors seem to be interdepended. The X-UQCPG might bond
with the X-ultra quantum unique conscious particle (X-UQUCP). However, the XUQUCP might never evolve or change, and it might maintain the uniqueness of the
conscious state of a person. The X-UQCPG helps evolve the latent potential level of
DOI: 10.17632/ppsfd3wvwk
title: Fasciola hepatica genome re-annotation and validation of selected gene models

description: Fasciolosis is caused by liver flukes: F. hepatica, and a sister species – F. gigantica. A growing concern with controlling the disease is resistance to triclabendazole (TCBZ), the only drug shown to kill both adult and immature liver flukes. Currently, F. hepatica mechanism of resistance to TCBZ is not clearly understood and there is no effective commercially available vaccine. Previous work proposed three mechanisms associated with TCBZ mode of action and resistance: tubulin binding activity, drug uptake mechanisms, and drug metabolism mechanism. Exploring evolutionary forces acting on F. hepatica genes associated with TCBZ mode of action and resistance could explain how the parasite develops resistance to the drug, enable identification of potential drug targets, and facilitate development of new 
drugs.

A re-annotation of the current F. hepatica genome was done using an updated version of 
the published F. hepatica draft genome (assembly GCA_000947175.1, BioProject PRJEB6687). Subsequently, the current annotation (Fasciola_10x_pilon, GCA_900302435.1 WormBase Parasite Version 15) was compared and critically assessed with the newly reannotated version. Using coding sequences (CDS) of three well-described annotated gene families, manual validation of the annotation was done. A total of 15,879 F. hepatica genes were identified in this project compared to the 9,401 genes in the current annotation, while differences noticed in both annotations include gene fragmentation, missing exons, and missing genes.
DOI: 10.17632/x3xxzx3rs2
title: Raw data-Simultaneous resting-state FDG-PET/fMRI in Alzheimer Disease Relationship between glucose metabolism and intrinsic activity

description: Research data
DOI: 10.17632/v6k9s36pbm
title: SedLog drilling cores from two transects

description: This dataset includes the columns of 18 boreholes digitised with SedLog.
 These columns were used for the correlation of two transects in the study area and come from bibliographic sources and a geothecnical complementary campaign, which involved core extraction. 
The files provide a detailed description of each borehole, including depth, stratigraphy, lithologies, facies, fossil presence, and the references used in the analysis.
DOI: 10.17632/5g72zmhjnn
title: [SADE] a Maple package for the symmetry analysis of differential equations

description: Abstract We present the package SADE (Symmetry Analysis of Differential Equations) for the determination of symmetries and related properties of systems of differential equations. The main methods implemented are: Lie, nonclassical, Lie–Bäcklund and potential symmetries, invariant solutions, first-integrals, Nöther theorem for both discrete and continuous systems, solution of ordinary differential equations, order and dimension reductions using Lie symmetries, classification of differential equations,... Title of program: SADE Catalogue Id: AEHL_v1_0 Nature of problem Determination of analytical properties of systems of differential equations, including symmetry transformations, analytical solutions and conservation laws. Versions of this program held in the CPC repository in Mendeley Data AEHL_v1_0; SADE; 10.1016/j.cpc.2010.09.021 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.17632/x5xcyn7w93
title: Instance Generator for the CFLP with convex production costs

description: C++ program that includes convex production costs (either quadratic or inverse cost functions) to linear cost instances generated with the CFLP insstance generator for the linear cost case (cf. DOI: 10.17632/vhst7gvh7j.1).
DOI: 10.17632/8sthpkwvf6
title: Russian Drug Use Disorders & Darknet Hydra Parsed data - 2019

description: This dataset was used in the study "Darknet Dimensions: a detailed insight into the drug trade across Russian Regions in 2020-2021". 

Data parsed and downloaded from the Hydra Darknet narcotics marketplace were facilitated using an original Python 3.2 script. 
The data set encompassed 3045 individual sellers marketing 6721 unique products via 58563 distinct postings, each representing specific quantities sold in distinct Russian regions. The data structure was strengthened through a detailed investigation of a randomly selected day of data collection - 30th August 2019. 

Additionally, we have collected 31 variables from official published sources (Ministry of Health, Police reports, etc.) to make comparisons and to check how relative these indicators are to Darknet Market Hydra data about amounts and types of selling drugs in every 85 Russian regions (oblast). The data was obtained from official sources (statistical materials).

Some findings:
The study discovered a substantial correlation between heroin availability, fatal overdoses, and HIV. A more comprehensive selection of cannabis products in Russia was associated with fewer opioid overdoses and other detrimental consequences. Injecting drug users had a higher HIV prevalence in densely populated locations. Marijuana is the most often used illicit substance worldwide. It makes up 20–30% of the usual drug dose in most places, which matches global trends as cannabis is the most widely used illicit narcotic. Opioid usage is widespread in several locations, as 22.50 grams per 100,000 persons use opioids in Krasnodar. Drug usage is higher in densely populated cities like Leningrad Oblast, Saint Peterburg, and Moscow. We found all types of drugs for sale in Russia's Chechen Republic and other Islamic republics. Easy access, more significant populations, or differing socioeconomic situations may explain this. Opiates are primarily distributed across Europe and the south of Russia. Region-specific variables may impact drug usage in regions such as the Republic of Karelia and the Chukotka Autonomous District.
DOI: 10.17632/wkf9hrj364
title: Supplementary Data and Table for A Detailed Analysis of the Distribution, Morphology, and Histopathology of Complex Purpura in Hospitalized Patients: A Case Series of 68 Patients

description: We reviewed a case series of 68 inpatients over a four-year period with a dermatologic consultation for purpura and biopsy findings of vasculitis or microvascular occlusion. Key features of complex purpura are non-branching vs. branching (retiform) morphology, dependent vs. acral/generalized distribution, and leukocytoclastic vasculitis (LCV) vs. microvascular occlusion (with emphasis on depth of involvement). Dependent non-branching purpura with only superficial vessels involved by LCV was most often due to IgA vasculitis or cutaneous single-organ small vessel vasculitis. In contrast, deeper involvement by LCV was suggestive of systemic disease (e.g. ANCA-associated vasculitis). Branching purpura was concerning, with greater than 90% sensitivity and specificity for microvascular occlusion and associated high mortality (~50%). The majority of patients who died had acral branching lesions.
DOI: 10.17632/ywpygww5fk
title: Thermal decoupling and heat resistance of alpine plants from Nevados de Chillán volcanic-complex, Chile.

description: We investigated plant thermal decoupling from environmental temperature using microclimatic and plant trait data combined with infrared thermal imaging. This dataset comprises four sheets: (1) Environmental data during plant temperature measurements, including air and soil temperature, relative humidity, wind speed, and photosynthetically active radiation. (2) Thermal decoupling data from infrared thermography measurements. (3) Architectonic traits associated with thermal decoupling, such as plant height, porosity, and circularity index, derived from field sampling and image analysis. (4) Heat resistance measurements based on changes in FV/FM. (5) A glossary of abbreviations and units used. All the measurements were made in 6 individuals per species, including 3 rosette and 3 shrubs alpine species. This study provides critical insights into plant thermal behavior and heat resistance, enhancing our understanding of the influence of environmental factors and traits on plant temperature—key to predicting plant responses to climate change.
DOI: 10.17632/m6mfwc52vk
title: A dataset of QR Codes on top of different surfaces (flat and challenging surfaces)

description: This comprehensive dataset consists of a diverse collection of images, primarily focusing on QR codes placed on different surfaces. The dataset is meticulously organized into three main categories: "flat," "random," and "synthetic_small." The "flat" category encompasses images of QR codes positioned exclusively on planar surfaces, providing a foundational dataset for various computer vision tasks. In contrast, the "random" category presents a more challenging dataset, featuring QR codes placed on surfaces with varying orientations and complexities. Lastly, the "synthetic_small" category focuses on synthetic images with QR codes on planar surfaces, enhancing the dataset's depth and applicability. Annotations for the dataset are meticulously provided in JSON format, furnishing essential metadata for each image. These annotations are invaluable for tasks such as image classification, analysis, and, notably, object detection of QR codes. With its wide-ranging content and meticulously structured data, this dataset serves as a vital resource for researchers and practitioners in the field of computer vision. It enables exploration and development of algorithms across various domains, offering a diverse set of challenges and opportunities for advancing computer vision capabilities in the context of QR code recognition on different surfaces.
DOI: 10.6084/m9.figshare.12721310.v1
title: urban landmark extraction.zip

description: The 15,085 POI records from the Shenzhen Basic Spatial Database for urban landmark extraction and codes that support the findings.<br>
DOI: 10.17632/t889vt5cjf
title: Very Low Frequency radio signal amplitude data from the VTX,  NWC, and JJI transmitters observed from a sub-tropical low latitude station in Cooch Behar, India during three solar eclipses in 2019 and 2020

description: The Zip file contains Very Low-Frequency radio signal amplitude data from the VTX,  NWC, and JJI transmitters observed from a sub-tropical low latitude station in Cooch Behar, India during three solar eclipses in 2019 and 2020. A 3.66 meter E-field whip antenna placed at 25 m height from the ground and an amplifier circuit have been used as a receiver. The whip antenna receives the E-field of VLF radio signals (3-30 kHz) from all directions. Signals trapped by the antenna induce a voltage which is then carried by a co-axial cable (75 ohms) into a low noise two-stage pre-amplifier of DC gain factor 21. This pre-amplifier has two-stage amplification of the signals done by a low noise dual-mode operational amplifier (OP27G). An audio transformer is connected between the pre-amplifier and computer microphone input to cancel out the chance of formation of the ground loop. The signals are recorded by the 32-bit sound card of a dedicated computer and a data logger software (Spectrum lab V2.7b20) at a sample rate of 4 Hz. A narrow bandwidth of ±50 Hz is maintained around each monitored frequency. The time-stamp of the recording unit is synchronized with a time server, which has an automatic update facility.  The data file here is given with a 1-minute time resolution.  These data files are useful to study the effects of solar eclipses on the D-region ionosphere. Further, the difference in solar eclipse effects on the ionosphere during summer and winter can be studied with this data set.
DOI: 10.6084/m9.figshare.23592666.v3
title: Global-scale groundwater recharge modeling is improved by tuning against ground-based estimates for karst and non-karst areas

description: 1. Global ground-based GWR estimates allocated to the 0.5º by 0.5º grid cells of WaterGAP, including 64 estimates from karst studies and the rest for non-karst areas.2. The six major datasets used for compiling the ground-based GWR estimates dataset, including (1) MacDonald et al. (2021), (2) Moeck et al. (2020), (3) Mohan et al. (2018), (4) Döll & Fiedler (2008), (5) Scanlon et al. (2006), (6) Hartmann et al. (2015). The comparison of the respective datasets is found in Table 1 in our paper.3. The updated global 0.5° cell GWR, karstification fraction, relief-, soil texture-, hydrogeology-, and permafrost/glacier-related factors, and GWR per grid cell for two different climate inputs: GSWP3-W5E5 and GSWP3-ERA5.
DOI: 10.17632/298yzrnw35
title: A general Matlab and COMSOL co-simulation framework for model parameter optimization: lithium-ion battery and gasoline particulate filter case studies

description: An identification framework exploiting the co-simulation between Matlab and COMSOL Multiphysics is developed. This framework can be used to identify parameters of COMSOL models and, in this repository, we share two case-study: a battery model and a gasoline particulate filter model.
DOI: 10.17632/rmv8jh9thj
title: Gridded Daily Rainfall Data for Ghana for the period 1960 - 2015: Approach and Validation Process

description: Spatial interpolation of rainfall  using 190 daily gauge measurements across all the four (4) agro-ecological zones of Ghana for a pertiod of 56 years (1960 -2015). It involved  the estimation of a regionalised value of daily, monthly or annual at an unsampled point based on a weight of observations from station gauge data expressed mathematically with the Minimum Surface Curvature (MSC) interpolation method. A total of 190 stations across the above mentioned agro-climatic zones were utilised. The distribution of the stations over the country is depicted in Fig. 2 and the corresponding number of stations for each zone is outlined in Table 1. The record for these stations were not complete at all times as there were inherent gaps for some days and months for some stations, a challenge adequately addressed by the interpolation. A 56-year time frame (1960 -2015) of daily rainfall data for each station results in 20,496 time steps per station. Application of the Minimum Surface Curvature (MSC) interpolation at a 0.25° x 0.25° gridding resulted in a final netcdf file of daily rainfall dataset and the final output was validated using a point- pixel assessment. The Validation involved the use of 19 GMet gauge stations (10%) by comparing its Ratios, Correlations and Root Mean Square Errors to that of the gridded data to show the level of accuracy for the four (4) seasons (SON [Fall], DJF [Winter], MAM [Spring], JJA [Summer]) and the performance of the interpolation technique for each of the 19 gauge stations used for the validation.
DOI: 10.6084/m9.figshare.24118221.v1
title: Novogene Europe Shipping Manual v2.1.pdf

description: Novogene Europe shipping manual
DOI: 10.17632/7jt3889sz3
title: Impact of COVID-19 pandemic on use and customer satisfaction in e-commerce

description: In order to evaluate the impact of the COVID-19 pandemic on electronic commerce in Bulgaria, an online survey was conducted during the period from March 17 to June 30, 2022. The questionnaire was created via Google Forms and the link was shared with the partners’ organizations through e-mails and social media. A total of 180 questionnaires were correctly completed during the study period. For analysis of the collected data, the percentage distribution is calculated, and statistical and machine learning methods are applied. During the lockdown, all respondents shop remotely, with about 41% relatively high spendings in online environment. Most of the buyers (71%) preferred cash on delivery as payment method. Respondents assess their e-commerce experience according to the following criteria groups: shipping, price, quality, security, time saved and information availability. According to the respondents' opinions, customers from small settlements and those with higher levels of education face more often challenges during the online shopping in pandemic times in comparison with those from towns and lower education levels.
DOI: 10.6084/m9.figshare.1571354.v1
title: Lack of centrioles and primary cilia in <i>STIL<sup>−/−</sup></i> mouse embryos

description: Although most animal cells contain centrosomes, consisting of a pair of centrioles, their precise contribution to cell division and embryonic development is unclear. Genetic ablation of <i>STIL</i>, an essential component of the centriole replication machinery in mammalian cells, causes embryonic lethality in mice around mid gestation associated with defective Hedgehog signaling. Here, we describe, by focused ion beam scanning electron microscopy, that <i>STIL<sup>−/−</sup></i> mouse embryos do not contain centrioles or primary cilia, suggesting that these organelles are not essential for mammalian development until mid gestation. We further show that the lack of primary cilia explains the absence of Hedgehog signaling in <i>STIL<sup>−/−</sup></i> cells. Exogenous re-expression of STIL or STIL microcephaly mutants compatible with human survival, induced non-templated, <i>de novo</i> generation of centrioles in <i>STIL<sup>−/−</sup></i> cells. Thus, while the abscence of centrioles is compatible with mammalian gastrulation, lack of centrioles and primary cilia impairs Hedgehog signaling and further embryonic development.
DOI: 10.17632/vsxsjhp6n3
title: FEMINA2

description: Hypothesis: Reduced fetal movements is a symptom of placental insufficiency. This insufficiency can be detected antenatally using placental ultrasound, fetomaternal Doppler ultrasound and quantification of fetoplacentally-derived factors in the maternal circulation. Detecting placental insufficiency antenatally can predict placentally-derived adverse pregnancy outcome Methods: a cohort study of 300 singleton, non-anomalous pregnancies where mothers reported at least one episode of reduced fetal movements after at least 28 weeks gestation. Details of the methods of the study can be found in the related publications (PMID 27238714, INSERT PMID'S HERE) . Results: 300 participants were recruited. 2 were lost to follow up. 2 received postnatal diagnoses of significant fetal abnormalities and were excluded. 61/296 (20.6%) experienced adverse pregnancy outcome. Combining measures of placental function (PlGF/sFlt1 ratio and umbilical artery Doppler impedance) with estimation of fetal weight demonstrated improved test performance characteristics. Details of the results can be found in the related publication (INSERT PMID HERE). Conclusion: This study identified two clinical measures relating to placental health that have the potential to incrementally improve prediction of adverse pregnancy outcome after reduced fetal movements. However, these tests require further development and evaluation of their link to placental dysfunction and fetal wellbeing. The full diagnostic potential of these tests, particularly of the PlGF/sFlt1 ratio, needs to be prospectively assessed in future studies.
DOI: 10.17632/xmprxz44zp
title: Data Development and characterization of flour from giant mealworm larvae (Zophobas morio) aiming for its use in the food industry

description: The subsequent files present data relating to the results, in triplicate, of all analyzes carried out. In addition to the values ​​obtained in each analysis, there are statistical treatments according to the PAST 2023 program, applied to the results of each analysis.
DOI: 10.6084/m9.figshare.24236875.v1
title: Nature Post-Doctoral Survey 2023

description: <i>Springer Nature </i>conducted the second iteration of a survey run in 2020 that focuses on the experiences of postdoctoral researchers, as this audience has been described as ‘the neglected part of the scientific workforce’. Research agency <i>Shift </i>conducted a review of the questions from the 2020 survey and 10 cognitive interviews to inform the wording of new questions and the rewording of previous questions where necessary. A survey was launched in 3 languages in June 2023. We received 6,571 responses, of which 3,838 were useable as the final sample.
DOI: 10.17632/5p5w5v968j
title: Cretaceous-Paleogene (K-Pg) boundary micrometeorites from the Deccan trap intertrappeans

description: The dataset contains the BSE image and bulk chemistry of all the spherules.
DOI: 10.17632/5t29k5fbnh
title: Supplementary data for “Quantifying contributions of iron (oxyhydr)oxides and organic matter to chromium dynamics in paddy soil-rice plant systems

description: Supplementary data for “Quantifying contributions of iron (oxyhydr)oxides and organic matter to chromium dynamics in paddy soil-rice plant systems.
DOI: 10.17632/ryg9rrkgv8
title: Vibration of bearing under conditions of constant shaft speed

description: Dataset consists of 36 observations of vibrational acceleration of healthy and faulty rolling ball bearing in *.wav files. Within each record, shaft speed remained constant and varied across records. For detailed explaination, please, see *.docx.
DOI: 10.17632/wvn7fcsgvh
title: COVID-19 pediatric patients in Barcelona

description: Report of case series of pediatric patients with confirmed COVID-19 disease, and compared them to similar symptomatic children with a negative result for SARS-CoV-2. Most of the COVID-19 pediatric patients presented mild symptoms and could be treated on an outpatient basis to avoid infection spread in healthcare centers.
DOI: 10.17632/zhpxzpnjfs
title: Aflatoxin Question and Answer Swahili Dataset (AflaQnASD)

description: The domain-specific dataset provides 221 swahili language paired questions and answers on aflatoxin. The questions were collected from stakeholders in the Maize and Groundnut value chain including farmers, traders, and consumers. Researchers and experts gave responses to the questions through conducted interview sessions.