cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/p8rv84hrbs
title: Thalassemia Dataset

description: About Dataset

- Researchers Information 
Safa S. Abdul-Jabbar1, Alaa k. Farhan 2
1Computer Science Dept., College of Science for Women, University of Baghdad, Baghdad, Iraq
2Computer Science Dept., University of Technology, Baghdad, Iraq
1safa.s@csw.uobaghdad.edu.iq ,2 Alaa.K.Farhan@uotechnology.edu.iq

- Context
This is the first Dataset for various thalassemia patients in Iraq. The Dataset contains the HLPC test information for 1073 patients with 12 features for each record that can be used to create a thalassemia Diagnosis system. Also, this Data was collected in 2022 from Hematology Center (Thalassemia) in Ibn Al-Baladi Hospital and can be analyzed using any programming language because it is provided in an excel file that can be accessed and manipulated easily. 
- Content
This Dataset contains 1073 rows. For each row (patient HLPC information), there are 12 columns containing test features that can be described as follows:
1.	ID: Patients Identifier
2.	Gender: Patient sex (0 for Female and 1 for Male)
3.	Age: Patient's age in years
4.	MCV: Mean Corpuscular Volume with Normal Ranges 82.5 98 for adults.
5.	HGB: Hemoglobin with Normal Ranges: (for Males 13.6 - 16.9, Females 11.9 - 14.8) Grams per deciliter.
6.	MCH: Mean Corpuscular Hemoglobin is the average amount of hemoglobin in the average red cell with Normal Ranges (27 – 32) picograms for adults
7.	RBC: Red Blood Cell with Normal Ranges: (for Males 4.2 - 5.7, Females 3.8 - 5.0) 10^6/microliter.
8.	S: Subunits of HLPC Test with Normal Range =0%. 
9.	HBA2: Subunits of HLPC Test with Normal Range (1-3) % for adults
10.	HBA: Subunits of HLPC Test with Normal Range (> 97) % for adults
11.	HBF: Subunits of HLPC Test with Normal Range (<1) % for adults
12.	Iron: Iron in Blood cells with Normal Range (60 – 170) micrograms per deciliter 

- Acknowledgements
We thank the entire Ibn Al-Baladi Hospital / Hematology Center team, especially the director of the Hematology Center in Ibn Al-Baladi Hospital, for cooperating with us in collecting this data while maintaining patients' confidentiality.
DOI: 10.6084/m9.figshare.20304132.v1
title: PSLalphabet_staticletters.mat

description: The following database contains over 25,000 records collected using the author's data glove while researching 16 static letters of the Polish Sign Language alphabet. Data are readings from 10 piezoresistive sensors placed over the fingers of the hand expressed in ADC values. Data are from 15 test subjects, each of whom performed each letter ten times
DOI: 10.6084/m9.figshare.21572337.v1
title: Social Media and Political Advertising.csv

description: List of Scopus articles about social media role in political campaigns.
DOI: 10.6084/m9.figshare.11911005.v1
title: AT_Plants_Verts_SSI_rcp26_mean.tif

description: Spatial prioritization for plants and vertebrates in the Afrotropics under climate change (RCP 2.6). Values in each prioritization dataset are 0 to 1 representing the rank order of each cell (1 = highest priority) scaled by the total number of cells in the solution. Prioritizations were produced with Zonation conservation planning software v4.0.0 with setting to optimize planning for climate change (see methods description in Hannah <i>et al</i>. 2020 <i>Ecography </i>https://doi.org/10.1111/ecog.05166). Existing protected areas as defined by the World Database of Protected Areas and areas of intensive agriculture or urban land use were excluded from the prioritization and appear as NoData
DOI: 10.6084/m9.figshare.19572889.v2
title: ACP-2021-740

description: Vertical profiles of aerosol extinction coeffcient, particulate depolarisation,and aerosol-induced atmospheric heating rate.
DOI: 10.6084/m9.figshare.27274011.v3
title: <b>A database of</b><b> </b><b>microblade sites over East Asia since </b><b>36</b><b>ka BP</b>

description: Microliths are an important symbol of the evolution of human culture at the end of the Late Pleistocene, an important behavior of ancient humans to adapt to the environmental changes before and after the last glacial maximum, and also an important evidence for tracing the migration and spread of modern humans. In this study, we compile a comprehensive database of microblade sites across East Asia through extensive literature review to systematically characterize their spatiotemporal distribution patterns. By applying the Binford model, we simulate resource availability and environmental conditions during the emergence and diffusion of microblade (36-10ka BP) in East Asia. The main findings are summarized as follows: (1) The East Asian Microlithic Site Database comprises 146 microblade sites with 457 dating entries, spanning 36-10ka BP. (2)We obtained over 267 variable results through the Binford model. Study area: 83°E–160°E, 27°N–63°N (0.2°×0.2° grid). Time spans: 36–21ka BP (2ka resolution); 21–10ka BP (1ka resolution).
DOI: 10.6084/m9.figshare.27276363.v1
title: Supplementary material for Teixeira et al. 2025 (Perinereis cultrifera/rullieri cryptic complex) published in Invertebrate Systematics

description: Supplementary data and allignments (COI; 16S; 28S; concatenated) for for the work entitled: "A sea of worms: the striking cases of the European Perinereis cultrifera and P. rullieri (Annelida: Nereididae) species complexes, with description of 13 new species", published in Invertebrate SystematicsShort Summary:Annelids have been proving to be a substantial fraction of cryptic biodiversity, an issue that is revealing itself more widespread and frequent than previously thought<i>.</i><i>Perinereis cultrifera</i> is commonly used as a model species, but the possibility of multiple unreported and undescribed cryptic species may compromise the accuracy and the interpretation of scientific data.Integrative taxonomy exposed overlooked morphological traits, with 18 different European <i>Perinereis</i> lineages uncovered, 13 formally described.The molecular data and respective taxonomic curation from this study can contribute for a wide range of analysis from metabarcoding, to complementing species identification, conservation efforts or even in large scale biomonitoring projects.<br>
DOI: 10.15468/dl.dmt96m
title: Occurrence Download

description: A dataset containing 4704 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Iris domestica (L.) Goldblatt & Mabb.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 4704 records from 172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013231-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.1335743.v1
title: Porównanie skuteczności promocji: repozytorium, Acadamia.edu, ResearchGate.net

description: Porównanie liczby pobrać i lektur online trzech serwisów: Repozytorium AMUR, ResearchGate.net, Academia.edu. Publikacje autora: "Emanuel Kulczycki", zamieszone w latach 2011-2015. Dane z dniach: 15.03.2015 r.
DOI: 10.6084/m9.figshare.25736751.v1
title: Assessment of genetic diversity, population structure, and gene flow in snow leopards across Ladakh region, India

description: The dataset includes microsatellite (n=9) genotypes data of Snow Leopards (n=72) across four different sampling locations in Union Territory of Ladakh region, India.
DOI: 10.17632/62zmrvt6jy
title: Fischler-Ruiz2021

description: This dataset contains the data used for the analyses and results presented in the article "Olfactory landmarks and path integration converge to form a cognitive spatial map" (Fischler-Ruiz et al., 2021). If you use this dataset for a manuscript or publication, please cite that article, in which describes how this dataset was collected, analyzed, and interpreted. As of 2021-09-21, the article is in press at the journal "Neuron".
The accompanying code used for analysis of this dataset is available at:
https://github.com/davidclark1/OlfactoryLandmarksNeuron
The file entitled README_DATA.txt describes the structure and format of the files is dataset.
DOI: 10.6084/m9.figshare.15147642.v8
title: The genetic structure of the Turkish population reveals high levels of variation and admixture

description: Turkish Variome contains allele frequencies of 46,739,479 variants of 3,362 unrelated Turkish individuals.
DOI: 10.6084/m9.figshare.28930565.v1
title: Supplementary Material for: Association Between Parathyroid Hormone Concentration and Incident Atrial Fibrillation in Older Persons with Kidney Failure Initiating Dialysis

description: Background: Atrial fibrillation (AF) is common in persons with kidney failure on hemodialysis. In the general population, higher intact parathyroid hormone (iPTH) levels were found to be associated with presence of AF. Whether iPTH associates with AF in patients on hemodialysis is unknown.
Methods: Using merged USRDS-DaVita data (2006-2011) we selected persons aged 67+ years who initiated hemodialysis and survived 120 days. Eligible persons had continuous Medicare A+B coverage from 2 years prior to kidney failure and no diagnosis of AF. Sociodemographic, comorbidity, and clinical information was abstracted from Medicare forms, billing claims, and electronic health records. iPTH was categorized consistent with previous work: &lt;150; 150-&lt;300; 300-&lt;600; and 600 pg/mL. Patients were followed for incident (ie, newly-diagnosed) AF as reflected in inpatient and outpatient claims. Unadjusted and multivariable Cox regression was used to estimate the associations of time-updated iPTH category (referent: 150-&lt;300 pg/mL) with incident AF.
Results: Of 15,225 patients initiating hemodialysis, surviving 120 days, and without a prior diagnosis of AF, iPTH (in pg/mL) at baseline was &lt;150 in 4479, 150-&lt;300 in 5964, 300-&lt;600 in 3479, and ≥600 in 1064 persons. During 21,845 patient-years 2857 patients had incident AF (rate, 13.1/100 person-years). After multivariable adjustment, patients with iPTH&lt;150pg/mL had 13% (95% CI, 3-25%) higher relative AF incidence compared with the 150-&lt;300 pg/mL group, but no association was found for those with iPTH 300-&lt;600 (HR: 1.04; 95% CI, 0.95-1.14) or iPTH ≥600 pg/mL (HR: 0.90; 95% CI, 0.75-1.08).
Conclusion: Among persons with incident kidney failure on hemodialysis, compared with those whose iPTH was between 150 and &lt;300 pg/mL, lower iPTH was independently associated with higher AF incidence; however, no association with AF was identified for higher iPTH levels.
DOI: 10.6084/m9.figshare.5120467.v1
title: Supplementary Material for: Striated Myogenesis and Peristalsis in the Fetal Murine Esophagus Occur without Cell Migration or Interstitial Cells of Cajal

description: Esophageal striated myogenesis progresses differently from appendicular myogenesis, but the mechanism underlying this process is incompletely understood. Early theories of transdifferentiation of smooth muscle into striated muscle are not supported by transgenic fate-mapping experiments; however, the origin of esophageal striated muscle remains unknown. To better define the process of striated myogenesis, we examined myogenesis in murine fetal cultured esophageal whole-organ explants. Embryonic day 14.5 (E14.5) esophagi maintained a functional contractile phenotype for up to 7 days in culture. Striated myogenesis, as evidenced by myogenin expression, proceeded in a craniocaudal direction along the length of the esophagus. Esophageal length did not change during this process. Complete, but not partial, mechanical disruption of the rostral esophagus inhibited myogenesis distally. Addition of fibroblast growth factor-2 (FGF-2) to the culture media failed to inhibit striated myogenesis, but attenuated smooth muscle actin expression and reduced peristaltic activity. Inhibition of c-kit failed to inhibit peristalsis. These results suggest that striated myogenic precursors are resident along the entire length of the esophagus by day 14.5 and do not migrate along the esophagus after E14.5. Induction of myogenesis craniocaudally appears to require physical continuity of the esophagus and is not inhibited by FGF-2. Finally, peristalsis in E14.5 esophagi appears not to be regulated by interstitial cells of Cajal.
DOI: 10.6084/m9.figshare.5928625.v1
title: Flightless rails (Aves: Rallidae) from the early Miocene St Bathans Fauna, Otago, New Zealand

description: While known for over a decade to exist, fossil rails of the early Miocene (19–16 Ma) St Bathans Fauna, from the South Island of New Zealand, have not previously been described taxonomically or studied in detail. Here we use qualitative osteological features and analyse measurements from wing and leg bones to determine the number of taxa represented, their flight ability, and the presence and nature of sexual dimorphism within the identified taxa. We describe two new rail species in monospecific genera from the St Bathans Fauna: <i>Priscaweka parvales</i> gen. et sp. nov., which is extremely common, and <i>Litorallus livezeyi</i> gen. et sp. nov., a distinctly larger, uncommon species. <i>Priscaweka parvales</i> exhibited a significant degree of sexual dimorphism and was tiny, being the size of the extinct Chatham Island Rail <i>Cabalus modestus</i>. Both newly described species exhibit skeletal proportions and osteological features that indicate they had reduced wings and were flightless. These observations reveal that flightless rallid species have been present in New Zealand for millions of years. The distinctiveness of the St Bathans rails from their closest geographical and chronological neighbours suggests some hidden diversity of volant rails in Australia's fossil record. However, the combined data from Australasian and European records reveal no evidence for a diverse early Miocene crown rallid fauna as predicted by some molecular studies. A subsequent, middle Miocene radiation for crown rallids seems more likely, and appears to have produced the high taxonomic diversity seen in Holocene Australasian rail faunas. http://zoobank.org/urn:lsid:zoobank.org:pub:9F638A1E-C17D-4A85-9D6E-3D0F24D5AE1E
DOI: 10.25405/data.ncl.19307300.v1
title: Human Body Shape Classification Dataset

description: Evaluation dataset collected for, and utilised in, Trotter <em>et al., </em>Human Body Shape Classification Based on a Single Image (2023). <br> The dataset contains the following: <br> - Images_Blurred: A directory containing all images used to evaluate the methodology proposed in the above paper. Faces in the dataset have been blurred to protect the privacy of the participants. - measurements.csv: Ground truth measurement and label data for Images_Blurred. - Proceedure.pdf: A document detailing how the data was collected. <br> This data is licensed under CC-BY-NC-SA 4.0 and thus may not be used for commercial purposes. If you wish to discuss utilising this dataset for commercial purposes please contact the authors. <br>
DOI: 10.34740/kaggle/dsv/12022137
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.6084/m9.figshare.12768350.v2
title: Human disturbance causes widespread disruption of animal movement

description: We used systematic review methods to compile a database of studies of animal movement from terrestrial, marine and freshwater ecosystems. We extracted data on home range size and movement distances in disturbed and undisturbed treatments in before-after, control-impact, or BACI designs. We used the means from each treatment to calculate log response ratios (lnRR), where values of 0 represent no effect, positive values represent increased movement in response to disturbance, and negative values represent reduced movement. Overall, our database comprised 719 effect sizes from 208 studies and 167 species. We recorded the disturbance type for each effect size and the body mass (g) and trophic level (herbivore, omnivore or carnivore) of each species.
DOI: 10.6084/m9.figshare.19358513.v1
title: Trophically integrated ecometric models as tools for demonstrating spatial and temporal functional changes in mammal communities: Dataset

description: 1. R code file for analyses in Short et al. <br> 2. zipped folder that includes all data files necessary to recreate our work. <br> a. "continents" is a shapefile of continental polygons, excluding Antarctica. <br> b. "geography" is a shapefile of species ranges from IUCN. This file has been restricted to extant (presence = 1), native or reintroduced (origin = 1 | 2), Carnivora (family = Carnivora) and Artiodactyla (family = Cetartiodactyla). This file contains an extra column (MSWbinom) to relate the IUCN taxonomy to the the Mammal Species of the World taxonomy used in the trait data. <br> c. "points" is a csv file of global 50 km points that contains Matthews vegetation cover at each point. <br> d. "traits" is a csv file of gear ratio measures. <br> e. "traits_fulldata" is a csv file of the raw data used to calculate species-level gear ratio values. This file is not referenced in the code. <br> f. "fossils_ecometrics" is a csv file with community-level trait data for five fossil sites from Neotoma Database. <br> f. "o", "oArt", and "oCarn" are spatial objects that can be read in by the code. These files contain the species lists at each sampling point. <br> g. "metadata" is an Excel file that includes details about the data in "points," "traits," and "fossils_ecometrics." <br> <br>
DOI: 10.6084/m9.figshare.26968360.v2
title: Data file 2. List of heavy metal resistance gene contents of isolated Pseudarthrobacter sp NIBRBAC000502770.xlsx

description: List of heavy metal resistance gene contents of isolated Pseudarthrobacter sp. NIBRBAC000502770
DOI: 10.6084/m9.figshare.28020491.v1
title: Supplementary Material for: Evaluating the implementation of the rapid prenatal exome sequencing (pES) service in England

description: Introduction
In October 2020, a national rapid prenatal exome sequencing (pES) service was rolled out across the English National Health Service (NHS). This service is delivered by multiple clinical and two laboratory teams. Whilst there was high level national guidance to support implementation, it was unclear how the service has been delivered in practice. This study evaluated pES service implementation across England, using the Major System Change Framework to explore links between implementation approaches and outcomes. 

Methods
We conducted a national mixed-methods multi-site study of 17 clinical genomics services, their linked fetal medicine services and two laboratories delivering the pES service. The Major System Change Framework informed the study. Key documents, semi-structured interviews (eight national service developers, 55 staff), and surveys (n=159 staff) were analysed using inductive and deductive thematic analysis and descriptive statistics. Findings were integrated. 

Results
Implementation was influenced by a range of factors including evidence of benefit, laboratory service reconfiguration and stakeholder support. Local implementation approaches varied; seven models of service delivery were identified. Key differences between models included leadership, staffing and multidisciplinary team (MDT) approaches. Local staff factors (e.g. time, capacity, attitudes), pES service factors (e.g. communication/collaboration, logistics) and organisational factors (e.g. infrastructure and previous experience) influenced implementation. 

Conclusion
We have identified multiple barriers and facilitators that are associated with implementing a major change to genomic services in a complex national healthcare system. This study highlights which models of pES may work in practice and why. Findings will inform future development of the pES service.
DOI: 10.6084/m9.figshare.956214.v1
title: A list of taxonomic papers and sequences in GenBank that contain natural history museum codes

description: This database contains a list of taxonomic papers whose text contains natural history museum codes as well as information on these particular papers. The main taxonomic focus of each paper as well as the number of citations each paper has received is also recorded. These papers were obtained from BioStor (http://biostor.org/). The database also contains the number of DNA sequences in GenBank attributed to specimens belonging to various natural history museums. All data was provided by Professor Roderic Page.
DOI: 10.17632/2k338wjztp
title: BioScaffolds PG V2.0

description: Here is reported the development of a g-code compiler software called BioScaffolds PG V2.0.; it is compatible with open-source desktop 3D printers and is oriented to be used in the 3D bioprinting field by material extrusion processes. The software was programmed using the VB.NET language and enables the scaffolds fabrication in the construction platform, inside Petri dishes, or in cell culture plates. The deposition process was also parameterized; it is calculated as a function of the tool-path and considers the mass conservation according to the printing head geometry. The graphical user interface allows easily set the process and geometrical parameters to generate a g-code file.
DOI: 10.6084/m9.figshare.24132006.v1
title: Brauron Clothing Catalogue Dataset

description: The Brauron Clothing Catalogue Dataset is based on 13 fragmentary inscriptions from stelai from the Sanctuary of Artemis Brauronia in Athens. The current dataset elucidates the fragments by for eg. garment type and group, named dedications, and adjectival descriptions of garments, provides a full list of references from the 13 inscriptions, and a Greek text and translation.
DOI: 10.6084/m9.figshare.28447433.v1
title: Data for the article: Fluid Motion Makes the Bottle-Flip Challenge Mechanically Unintuitive But Viable

description: Here, we present the data for producing the figures from our manuscript "Fluid Motion Makes the Bottle-Flip Challenge Mechanically Unintuitive But Viable", <i>by Patricio Morales, Victor Ahumada, Leonardo Gordillo, and Pablo Gutiérrez.</i>We include here:The manuscript (as posted in Arxiv: MainChallenge.pdf, https://arxiv.org/abs/2502.12946).A supplemental video (ChallengeSupplementalVideo.mov);Data for producing our plots (DataFig2.mat, DataFig3ab.mat)The Matlab codes used for producing the plots (Codes_for_Fig2.m, Codes_for_Figs3ab.m, Codes_for_Figs3cd_Fig5.m), and,Two raw video sequences for generating the supplemental video and manuscript figures (Data_Sequence_Phi033_Succeeded_Fig1_Fig2_Fig4.mat, Data_Sequence_Phi033_Failed.mat)
DOI: 10.6084/m9.figshare.28840814.v1
title: Calibration_Dataset.zip

description: Dataset for multi-lidar extrinsic calibration algorithm. Anonymized version of the dataset.<br><br>Scene(Boat) Properties (with Target)# Scansavg. PointsReflector Distance (m)max. spread <i>x</i> (m)max. spread <i>y</i> (m)max. spread <i>z</i> (m)Water 1short movement, fast at fixedclose distance248396224 - 31161.98304.8329.35Water 2slow at varying, close distance851182012 - 40156.68300.829.32Water 3slow at varying, far distance896139640 - 80146.32300.529.51Water 4fast at varying, far distance647151336 - 73149.9830029.27Water 5boat long standstill, slow, fixed,far distance, short movement25972071 - 88139293.6618.34Water 6fast, fixed, close distance386243029 - 38160.22294.917.82Water 7fast, varying, close distance437293820 - 40164.9294.217.79Land 1moving target by hand at landside7553271616 - 30183.26314.3531.91Land 2moving target at hand by landside8053295317 - 32183.28313.4132.08Warn Veststatic reflector disturbance,wearing jacket, changing surface595585684.5 - 20.5136.9213.720.72<br>