cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/23vftj4m9h
title: Functional Literacy, Entrepreneurial Competency and Wealth Creation among Graduates of Tertiary Institutions in Kwara State, Nigeria

description: The data was collected via a survey with the aid of a structured questionnaire. The questionnaire was administered across twelve communities randomly selected from six local government areas located in three different senatorial districts of Kwara state in Nigeria. A sample of fifty (50) respondents were selected from each community using simple random sampling techniques to ensure equal chance of selection. A total of six hundred (600) respondents were finally selected but five hundred and sixty-two (562) responses were recorded. 
The survey was approved and monitor by the ethical committee of University of Ilorin, Ilorin, Nigeria.

The dataset in Excel format, the data description and questionnaire are attached
DOI: 10.17632/f9bm437t8k
title: Fortification of yogurt with mulberry leaf extract: effects on physicochemical, antioxidant, microbiological and sensory properties during 21-days of storage

description: Mulberry leaves are one of the fastest growing food ingredients due to their impressive health benefits. The aim of this study was to develop a new yogurt containing mulberry leaf extract and to evaluate the effects of mulberry leaf extract on the physicochemical, antioxidant, microbiological and sensory properties of yogurt. The data included physical and chemical indicators such as pH, acidity, total phenolic compounds content, water-binding capacity, colour and texture of the yogurt, and also evaluated the antioxidant capacity and sensory quality of the yogurt. The effects of mulberry leaf extract on Streptococcus thermophilus and Lactobacillus bulgaricus in yogurt during fermentation and storage were also analysed. The above data are presented in the form of an Excel spreadsheet.
DOI: 10.17632/zyjm6p5vbh
title: Spin Echo MRI-based spatial permeability estimation technique for carbonate rocks

description: An original technique enabling the estimation of spatial permeability in conventional carbonate rocks based on Spin Echo MRI. The MATLAB code included in this dataset resolves slice permeability in xy, xz and yz planes passing through the acquired MR images. The algorithm takes into account the low-field Nuclear Magnetic Resonance (LF-NMR) and Mercury Intrusion Capillary Pressure (MICP) data used for calibration purposes. Both the code and raw MRI, LF-NMR and MICP data for two samples are available. The authors reserve the right to use the entire dataset or its parts on behalf of an upcoming scientific publication.
DOI: 10.17632/cmn7zfbwby
title: Mobile application of Gynecological Cancer Support program

description: The trial aimed to examine the efficacy of MGCS on uncertainty in illness, QoL, symptom distress, and social support in women with gynecological cancers receiving chemotherapy in China compared to routine care. We hypothesised that compared with women who received only routine care, women who received the MGCS program plus routine care would report significantly better health outcomes for uncertainty in illness, QoL, symptom distress, and social support at 12 weeks (T1) and 24 weeks (T2).
DOI: 10.17632/n6ddmtvxpk
title: Data for: Trajectory Generation via FIR Filters: a Procedure for Time-Optimization under Kinematic and Frequency Constraints

description: Matlab/Simulink toolbox for the automatic design of an optimal trajectory planner under kinematic and frequency specification. Type "help BuildTrajectoryGenerator" in the Matlab command window for a complete overview about this tool.
DOI: 10.17632/brh9m5zy69
title: Data for: Analysis of Reinforced Concrete Coupled Structural Walls Via the Beam-Truss Model

description: OpenSees Models - Analysis of Reinforced Concrete Coupled Structural Walls Via the BTM
DOI: 10.17632/w8ktjcxknc
title: LINF_260017300

description: BRCT domain-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/k83v27djfh
title: TGF-β and RAS jointly unmask primed enhancers to drive metastasis

description: Original Western blot images and qRT-PCR Ct values from this study.
DOI: 10.17632/xskxs82mz6
title: Clip #6

description: Road footage recorded using Logitech C525 webcam on Perodua Kancil 660 EX. The recorded steering wheel angle and vehicle speed are in degree and km/h, respectively. For synchronization, road footage, steering wheel angle, and vehicle speed data are recorded in 1/30 second step size.
DOI: 10.17632/kw95js925h
title: Supplement 1 - Questionnaire: Project: Harmful Beauty - Kinetics of Phthalate Metabolites in Tattooed Volunteers from Slovakia

description: Questionnaire: Project: Harmful Beauty - Kinetics of Phthalate Metabolites in Tattooed Volunteers from Slovakia
DOI: 10.17632/zvp2fwzm3d
title: Lapillus otolith shape coordinates 

description: Geometric morphometrics was used to assess the lapillus otolith shape of catfishes.
Image codes start with the species acronyms as follows: 

Ag= Ariopsis guatemalensis
As= Ariopsis seemanni
Bp= Bagre panamensis
Bpi= Bagre pinnimaculatus
Cl= Cathorops liropus
Cr= Cathorops raredonae
Nt= Notarius troschelii
Op= Occidentarius platypogon
DOI: 10.15468/dl.kymagm
title: Occurrence Download

description: A dataset containing 168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Espostoa melanostele (Vaupel) Borg"
 ]
}

 The dataset includes 168 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001521-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/gk2h6wgf8p
title: UK export demand

description: Data used in the estimation of UK export demand. Some calculations have been preformed to derive some of the provided variables. Data are collected from: 
Organisation for Economic Co operation and Development (OECD) 
Federal Reserve Bank of St Louis
UK Office for National Statistics
International Financial Statistics
DOI: 10.17632/w4gg37r9f9
title: Plan Evaluator (Sample Video)

description: This video presents the plan evaluator script package (PE) that runs on a sample lung SBRT plan and plan sum with another plan, which the PE identified as "Lung SBRT" so that it also creates special physics consult spreadsheet that evaluates the target coverage as well as dose gradient inside and outside the target (PTV). While the clinician user can use the PE as a whole plan evaluator, the final PE report adds three orthogonal planar images that include the structure contours and planar dose distribution.
DOI: 10.17632/k9vmwfrs8d
title: Data for: PM2.5 sources affecting particle radioactivity in Boston, Massachusetts

description: daily concentrations of elements, black carbon (BC), PM2.5 mass, and gross α- and β-activity levels of Boston samples in July 2005 to June 2006
DOI: 10.17632/pds6tz443t
title: Membership of the IMO Commission for Agricultural Meteorology (1913-1947)

description: The dataset has been built as part of a research project on the history of agricultural meteorology in the first half of the twentieth century. The dataset provides information on the members of the technical commission on agriculture established by the International Meteorological Organization (IMO) in the years 1913-1947. The main sources used to build the dataset are the proceedings of the meetings held by the IMO, and in particular the membership lists printed in these proceedings. Information provided by these primary sources has been constantly examined for consistency and correctness and, whenever possible, biographical resources on individual members have been consulted and mentioned in the dataset here presented. The sql files in the dataset allow to re-build the MySQL database that was created to investigate the commission membership and its transformation over time. A copy of the data tables is also available in csv format for the users who wish to access only the data. In the dataset there are twelve tables. Eleven tables provide information (affiliation, nation, city, role in the commission) on the scientists listed as members of the commission for a specific time period. There is a table for each year (1913, 1919, 1921, 1923, 1926, 1929, 1932, 1935, 1937, 1946, 1947) in which a membership list is available. NationH and NationG stands for Nation(History) and Nation(Geography), similarly for cityH and cityG. In this way, it is possible to place commission members also within modern countries and cities, not only their historical counterparts, if one wishes to build a map of the members’ location using current geodata. The role of each member within the commission has only three possible options: president, secretary/vice-president, member. The last table in the dataset, m_all, provides a comprehensive list of all the over one-hundred members of the commission with some biographical details on them (when available). The idmembers value is the unique identifier for each member within this dataset. This dataset has been used in an extensive investigation on the role that the IMO had in promoting international collaboration in agricultural meteorology during the first half of the twentieth century. The data here gathered, however, can be of interest beyond the history of agricultural meteorology. They also offer relevant materials to scholars more generally concerned with the work of the IMO, and the database structure provides a template for similar data collection work on other IMO technical commissions. These commissions were key places for sharing meteorological and climatological knowledge between mid-nineteenth century and mid-twentieth century and they certainly deserve more attention than the one they have so far received from scholars. I gratefully acknowledge the financial support of the German Research Foundation (DFG) (Project No. 321660352) in the preparation of this dataset.
DOI: 10.17632/tbk5wh4nh4
title: erturk_ari_et_al_GHG_data_2020

description: Raw data for manuscript entitled with "Juxtaposing the Spatiotemporal Drivers of Dediment CO2, CH4, and N2O Effluxes Along Ecoregional, Wet-Dry, and Diurnal Gradients"
DOI: 10.17632/dk5sx5s9kh
title: Electrical Conductivity and Sound Velocities of Talc under High Pressure and High Temperature Conditions

description: This dataset contains the ultrasonic and electrical data from the study entitled “Electrical Conductivity and Sound Velocities of Talc under High Pressure and High Temperature Conditions: Application to the Subducting Cocos Plate” by Hao et al., published in JGR-Solid Earth. 
Acoustic measurements were conducted using ultrasonic interferometry in a Paris-Edinburgh press at pressures up to 3.4 GPa and temperatures up to 873 K on natural talc aggregate with different crystallographic orientations. In the spreadsheet, acoustic experiments correspond to tabs A1, A2, A3, and A4 (1 tab per experiment). In each tab, pressure, temperature, travel distance, travel time, and compressional wave velocities are listed for each measurement. 
Electrical measurements on talc samples from the same starting material were performed at pressures of 1.5, 2.5, 3.5, and 6.0 GPa and temperatures up to 1264 K, using impedance spectroscopy in a multi-anvil press. In the spreadsheet, electrical experiments correspond to tabs BBC46, 47, 48, 49, 53, 55, and 56 (1 tab per experiment). In each tab, pressure, temperature, sample thickness, bulk electrical resistance, and electrical conductivity are listed for each measurement.
DOI: 10.17632/7yr4vtjrhn
title: Real data for Shelter location problem, disaster preparedness

description: OR-lib based and Kartal, Istanbul based randomly generated instances with various parameter values as explained in our open access paper (https://doi.org/10.1080/24725854.2018.1496372). The python script Data_Reader.py can read CVS files and provide a python dictionary which can be used easily. GDX files can be used to import the same information to Gams.
DOI: 10.17632/bnryhmw6bf
title: Data on measured water level in six selected locations of Brahmaputra Valley in Assam

description: Assam is a north eastern state of India which witnesses heavy rainfall during the monsoon season. The heavy rainfall results in minor to major floods during this season which typically lasts from May to October. The data set accompanied by this description contains the measured water level readings of staff gauge placed at 6 selected locations of Brahmaputra Valley, on each day of May to October in the year 2018 and 2019. For each location, the dataset gives the following information :
(A) Danger Level (of water above which flood occurs) in meter. 
(B) Highest Flood Level (H.F.L) in meter.
(C) Water Level observed in meter on each day. 
(D) The date on which Highest Flood Level was observed.
 The data has been collected from the official website of Water Resources, Government of Assam (See https://waterresources.assam.gov.in/information-services/daily-flood-bulletin) and is compiled in .xlsx format. The dataset may help the researchers to model the excess level of water observed over the Danger Level and to understand the behaviour of floods associated with the rainfall in the Brahmaputra Valley during the discussed period.
DOI: 10.17632/hshkzhjy3x
title: MC Kurihara et al. (2022)

description: Image data related to Kurihara et al., Structure of the type V-C CRISPR-Cas effector enzyme. Mol Cell (2022)
DOI: 10.17632/t5r2kwgjps
title: EMPOWERMENT OF URBAN WOMEN THROUGH SELF HELP GROUPS

description: This study is fully concerned with empowerment of urban woman through self help groups. Many studies have emphasized that rural development can be made possible only by making the rural poor especially the rural women folk, economically viable through income generating activities with required financial assistance. Moreover, collective action and collective responsibility along with sustainable economic improvement are essential factors for development at gross roots level. For this SHGs are considered the best tools and so they are launched on the basis of micro-credit system. However, it is also important to study at a glance the origin and concept of SHGs. Hence, with the above cited broad concept, the origin and concept of SHGs, as well as the progress of SHGs are discussed in this study. The important aspect of social lives now days is mostly confined to the gender issues in various socio-economic, health, demographic and cultural classification of people in India. Unfortunately females are in a historical process neglected at helm of male dominated society. This feature is still persisted in the recent period, perhaps in a different extent. Primary data and secondary data have been collected for this study. Random sampling has been chosen for data collection.
DOI: 10.17632/ysv8zskws4
title: Modeling SCFs uncertainties for fatigue reliability prediction

description: The data and code used to generate the results for the four joints were studied in detail. Loads obtained from simulation in FEDEM also included.
DOI: 10.17632/sbcs2nwx3b
title: Supplemental Table 1. Patient and CMN features for individuals with concerning central nervous system MRI findings (N = 12)

description: Supplemental data file for the Journal of the American Academy of Dermatology (JAAD) Original Article: Central nervous system magnetic resonance imaging abnormalities and neurologic outcomes in pediatric patients with congenital nevi: A 10-year multi-institutional retrospective study
DOI: 10.17632/374r67jc2h
title: Full blot data for "Impaired autophagic-lysosomal fusion in Parkinson's patient midbrain neurons occurs through loss of ykt6 and is rescued by farnesyltransferase inhibition"

description: Included are full length western blots that accompany the publication "Impaired autophagic-lysosomal fusion in Parkinson's patient midbrain neurons occurs through loss of ykt6 and is rescued by farnesyltransferase inhibition" in the Journal of Neuroscience 2023 PMID: 36788031 DOI: 10.1523/JNEUROSCI.0610-22.2023 ). Our imumunodetection system includes the use of two secondary antibodies (anti-mouse or anti-rabbit IgG) that are conjugated to two different fluorophores and are detected on either the 700nm channel (ch) or 800nm channel, simultaneously on the same membrane. Some membranes appear as high exposures (exp) or low exposures, which refers to differences in scanning intensity and contrast settings. Throughout the data set, all samples that were intended to be compared directly (treated vs untreated, mutant vs. healthy control vs. isogenic corrected) appear on the same blot and loaded as close as possible for accurate quantitative comparisons and to account for differences in the blot backgrounds. CBB refers to Coomassie Brilliant Blue staining. The CBB stained gel that appears under the western blot is the proteins remaining in the gel after the transfer protocol, and corresponds to that same blotted membrane.
DOI: 10.17632/3vnfk6s9tb
title: Major and trace elements in snow water of Western Siberia

description: Primary data on concentrations in the dissolved (< 0.22 µm), colloidal (< 50 kDa) and low molecular weight (< 3 kDa) form of elements in the snow water
DOI: 10.17632/p7hkwh2kry
title: Data for: Social Media for Enhanced Understanding of Disaster Resilience during Hurricane Florence

description: This data set is used for the manuscript "Social Media for Enhanced Understanding of Disaster Resilience during Hurricane Florence". It contains the geo-located Twitter data posted in the affected regions during Hurricane Florence.
DOI: 10.17632/zb96d68c6y
title: The effect of online game-based learning on students’ mathematics learning outcomes: SLR

description: This systematic review (SR) investigates the impact of online game-based learning on secondary students' mathematical understanding. SR was selected as the most appropriate research method to answer the research questions, which aimed to describe, evaluate, and synthesize current empirical studies on the effects of online game-based learning on secondary students' mathematics learning outcomes. The authors used two main search engines, Scopus and Google Scholar were used to search for articles relevant to the research objectives. The identification phase revealed 13 articles from Scopus and 1000 articles from Google Scholar using the search items “online game-based learning,” “students,” and “mathematics understanding.” The total number of detected articles was 1013.
DOI: 10.17632/p727gc8rpf
title: Dian

description: Continuous lacustrine records of the Indian Summer Monsoon that span the Pleistocene-Holocene transition to the present are relatively rare, yet crucial to providing context to future changes in hydroclimate. We summarize here a 17,000 year continuous multi-proxy record of hydroclimate and primary productivity from Lake Dian in the central Yunnan Province of China. Analysis of sediment composition, opal, carbon to nitrogen ratios, carbon and nitrogen stable isotope ratios, and magnetic susceptibility (MS) are used to identify four distinct lithologic units in the sediment record. Unit I sediments from 17,000 to 11,500 years BP are characterized by high MS and uniformly low organic and opal content interupted by a decrease in MS during the Bølling-Allerød indicating the influence of the North Atlantic on the Indian Monsoon. We interpret this to reflect cold, dry, and windy conditions during the transition out of the Last Glacial Maximum. Unit II from 11,500 to 5,000 years BP is marked by a pronounced decrease in MS, increase in opal, and decrease in 13Corg of organic carbon driven by peak warmth and wet conditions increasing productivity. Unit III from 5,000 to 1,800 years BP shows further increases in primary productivity, marked by lower carbon to nitrogen ratios and carbonate precipitation, possibly driven by a drop in lake level. A period of aridity is in wide agreement with a number of other records from the region. Unit IV from 1,800 years BP to present is dominated by anthropogenic impacts and hallmark signs of catchment soil erosion and cultural eutrophication. Our interpretations of the Dian sediment record agree well with previous palynological work and add a new dimension to our understanding of lake hydrology and productivity over the past 17,000 years.
DOI: 10.17632/xh2mkrg6cv
title: Metagenomic communities inhabiting Phragmites australis litter

description: In this study, the intermittent lake is taken up as a model for changes in water availability and how they affect the functional microbial communities decomposing Phragmites australis litter. The original material (source material) was exposed to decomposition at a predominately wet site (wet; 45°43'38.30" N, 14°24'16,59" E) or dry site (dry; 45°43'38.29" N, 14°24'16,72" E) for a duration of 45 days.
The overall aim of our study was to evaluate the effect of different conditions due to fluctuating water levels on the decomposition of P. australis litter. To predict litter decomposition dynamics in intermittent lakes, it is critical to understand how the functional microbial communities (present in the decomposing leaves) change under different habitat conditions. First, we hypothesized that functional communities from fresh leaves would change due to the start of the decomposition processes. Second, we hypothesized that the response of communities in different habitats would differ relative to the submergence level, showing differences in the metabolic processes. Our last hypothesis was that changes at the level of functional genes would be more pronounced in bacterial than in fungal functional communities. To evaluate our hypotheses, we analyzed functional microbial communities in fresh P. australis leaves and leaves decomposing in either wet or dry habitats that are characterized by different flooding patterns.
DOI: 10.17632/kjgf2yh6rc
title: LINF_010005500

description: Mitoribosomal protein mL85; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.gp7jwn
title: Occurrence Download

description: A dataset containing 992 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Coriarachne depressa (C.L.Koch, 1837)"
 ]
}

 The dataset includes 992 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001522-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/gxzvghvmvp
title: Supplementary materials for the article 'Optimized On-Chip Solar Power Source for Self-Powered Smart Microsensors in Bulk CMOS Process'

description: Supplementary materials for the article 'Optimized On-Chip Solar Power Source for Self-Powered Smart Microsensors in Bulk CMOS Process'.