cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.qbsvtb
title: Occurrence Download

description: A dataset containing 4523 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "Continent is Africa",
 "TaxonKey is Hoslundia Vahl"
 ]
}

 The dataset includes 4523 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009220-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ybkmrbg5cp
title: Turkish society's perceptions of asylum seekers (2017-2022)

description: These data have been compiled from the referenced sources for the PhD thesis research on ‘Turkish Migration Policy’. It is aimed to analyse the perceptions of the Turkish public opinion regarding the asylum flows that emerged as a result of the migration policies implemented in the 2000s on the basis of political science. This dataset contains following tables: 

Table M.1. - Responses to the question ‘How would you describe Syrians?’ in public opinion polls conducted in Turkey (in %) (2016-2022)
Table M.2. - Responses of Turkish citizens to the question ‘To what extent have Syrians adapted to Turkish society/Turkey?’ according to the Syrian Barometer survey for 2019-2022 (in %) 
Table M.3 - Responses of Syrian citizens to the question ‘To what extent have Syrians adapted to Turkish society/Turkey?’ according to the ‘Syrian Barometer’ survey data for 2019-2022.
DOI: 10.6084/m9.figshare.3543881.v1
title: Appendix D. Regression results.

description: Regression results.
DOI: 10.17632/yczyfrx2rp
title: Raw dataset with acoustic data for environments - Part 2

description: This raw dataset presents the data related to the gym, and classroom environments captured with the data acquired from microphone available in off-the-shelf mobile devices.
DOI: 10.6084/m9.figshare.1378463.v5
title: RAW Data of An Effective 3D Ear Acquisition System

description: The human ear is a new feature in biometrics that has several merits over the more common face, fingerprint and iris biometrics. It can be easily captured from a distance without a fully cooperative subject. Also, the ear has a relatively stable structure that does not change much with the age and facial expressions. We present a novel method of 3D ear acquisition system by using triangulation imaging principle, and the experiment results show that this design is efficient and can be used for ear recognition.
DOI: 10.17632/bgx8mvz6x2
title: BCB-Crater-Detection on Mars

description: The experiments of this research are based on a large, high-resolution image of the Martian surface (37,500 x 56,250 m^2). This image contains a high density of small sub-kilometer craters and spatial variability of crater morphology. The training and test sets are constructed from a high resolution ($12.5$ m/pixel) panchromatic image $h0905\_0000$ centering on Nanedi Valles on Mars.
DOI: 10.17632/c5v9bvy6b2
title: Data for: Fréchet PDF based Matched Filter Approach for Retinal Blood Vessels Segmentation

description: Here, two free and online publicly available databases: STARE and DRIVE for retinal blood vessels
DOI: 10.6084/m9.figshare.13311623.v2
title: ECHAM6 Bias Correction ENSO

description: Netcdf files for Control and Bias Correction ENSO experiments. Naming convention: variable_experiment_levels_Nyears_timemean.nc<br>Variables are:u_v_t_Z = Zonal wind, meridional wind, temperature, geopotential height, on pressure levels (plev)mslp = mean sea level pressure.uz = zonal mean zonal wind, on pressure levels (plev)<br>Experiments are:Ctrl = ControlCtrl_EN = Control with El Nino forcingCtrl_LN = Control with La Nina forcingFullBC = Bias corrections in troposphere and stratosphereTropBC = Bias corrections in troposphere onlyStratBC = Bias corrections in stratosphere onlyFullBC = Bias corrections with El Nino forcing... etc<br>Timemean:monclim = monthly climatology (i.e. 12 month mean of 100 years)monstddev = monthly standard deviationdayclim = daily climatology.
DOI: 10.6084/m9.figshare.8411900.v1
title: Canopy Height - Asia

description: GeoTIFF representing canopy height for the moist broadleaf biome of the humid tropics in Asia. Derived from remotely sensed imagery, this layer is used as an input into the forest structural condition index
DOI: 10.17632/xm4v5kxdxw
title: LINF_160009200

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.6084/m9.figshare.22991012.v1
title: SPSS Dataset 18.07.2022.22.00.sav - Contraception Knowledge & Behaviour

description: This dataset contains the results of an online cross-sectional survey researching if contraception knowledge is associated with contraception use and/or behaviour amongst female university students, who are sexually attracted to males.
DOI: 10.17632/79thnmzs8k
title: Data for: 3631357

description: The dataset includes 25 patents with the term “Acne” appearing in the claims, 25 patents with the term “Warts” appearing in the claims, 25 patents with the term “Herpes” appearing in the claims, and 25 patents with the term “Impetigo” appearing in the claims. In the aggregate, the dataset provides foundational knowledge for understanding the data patterns found in dermatology patents.
DOI: 10.17632/r6cmspfr25
title: Neglected no longer: Phylogenomic resolution of higher-level relationships in Solifugae. Kulkarni et al.

description: Files include-
1. UCE data matrix for 65% identity and coverage threshold
 a.10% occupancy
 b. 40% occupancy
2. UCE data matrix for 80% identity and coverage threshold
 a.10% occupancy
 b. 40% occupancy
3. MARE matrix
DOI: 10.17632/tk8ndsp9wt
title: Modelling Dominican Republic. Data.

description: Open data set to create the model of the energy system of the Dominican Republic to model scenarios and develop strategies to achieve the energy transition in the land transport sector. The compressed folder "DOMRETS_1_BAU_01" contains the model; this compressed folder can be loaded directly to the OSEMOSYS UI interface version 4.2. to execute and modify the energy model directly. The second file in the repository is an Excel workbook called "Modelling Dominican Republic. Data."
DOI: 10.21233/xv01-m517
title: Ningbo  ostracode surface sample dataset

description: Raw data for the Ningbo  ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.6084/m9.figshare.22060874.v1
title: Appendix C. Protocol of the interview used to evaluate the final Maturity Model

description: Appendix C of the article Supply Chain Sustainability: A Model to Assess the <br> Maturity Level
DOI: 10.6084/m9.figshare.25109426.v1
title: Supplementary Material for: Relationship between Helicobacter pylori eradication and Barrett’s esophagus elongation

description: Introduction:
Helicobacter pylori eradication therapy may worsen gastroesophageal reflux disease that is a significant risk factor for Barrett’s esophagus. However, the relationship between eradication therapy and Barrett’s esophagus remains controversial. This study evaluated the impact of Helicobacter pylori eradication on the lengthening of Barrett's esophagus.
Materials and Methods:
We conducted a retrospective analysis of consecutive patients who successfully underwent Helicobacter pylori eradication between 2004 and 2017. Endoscopic images obtained before and after eradication therapy were compared for Barrett's esophagus length according to the Prague C&M criteria and the presence of reflux esophagitis based on the Los Angeles classification. 
Results:
A total of 340 patients were analyzed (mean age: 66.9±12.9 years) for a median follow-up of 55 months (interquartile range: 29.8-89.3). At the initial endoscopic assessment, 187 patients (55%) had a hiatal hernia, and all patients had gastric atrophy (C-1: 2%, C-2,3: 47%, O-1,2,3: 51%). Reflux esophagitis was detected in 7 patients (2%) before eradication and in 21 patients (6%) afterward, which was a significant increase (P=0.007). Barrett's esophagus was identified in 69 patients (20%) before eradication, with a median length of C0M1. Elongation after treatment was observed in only 2 patients (0.6%). We observed no significant increase in either the prevalence (P=0.85) or the median length (P=0.5) of Barrett’s esophagus. 
Conclusions:
Only 0.6% of patients exhibited Barrett's esophagus lengthening after Helicobacter pylori eradication therapy, suggesting no significant impact of the treatment on the development or elongation of Barrett's esophagus.
DOI: 10.17632/89g8yn75ch
title: Can community service grants foster social and economic integration for youth? A randomized trial in Kazakhstan

description: These are the replication files for the following paper:
Bhanot, S.P., Crost, B., Leight, J., Mvukiyehe, E. and Yedgenov, B., 2021. Can community service grants foster social and economic integration for youth? A randomized trial in Kazakhstan. Journal of Development Economics, 153, p.102718.
DOI: 10.6084/m9.figshare.26488198.v1
title: A curated dataset of the Human Diseases Unknowns Network(UnknownNet)

description: This is a curated dataset of the Human Diseases Unknowns Network (UnknownNet). It encompasses a collection of sentences that express unknowns (unknowns statements), identified through the application of Natural Language Processing (NLP) techniques from publications in health and biological sciences journals indexed in the Nature Index. Additionally, the dataset includes entities extracted from disease-related 'unknown' statements at the sentence level, all of which contribute to the construction of UnknownNet."<br>
DOI: 10.21233/jakp-qm70
title: Kusukawa ostracode surface sample dataset

description: Raw data for the Kusukawa ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.6084/m9.figshare.12118911.v1
title: Healthcare Systems

description: File summarizing the healthcare systems contributing data to the publication.
DOI: 10.17632/2vmgzx6s8x
title: Supplementary Data for Apremilast versus betamethasone oral mini-pulse in the treatment of progressive non-segmental vitiligo: a non-inferiority randomized controlled trial

description: Mendeley Supplementary Figure 1. Proportion of patients achieving disease arrest in both treatment arms at each visit (per-protocol analysis)
Mendeley Supplementary Figure 2. Change in proportion of patients with different Vitiligo Disease Area (VIDA) Score in each treatment arm over study duration, A. Apremilast, B. Betamethasone oral mini-pulse (no intergroup difference, p=0.337)
DOI: 10.17632/5hf2bywhp3
title: Dataset for research on regional terrestrial carbon storage based on the pattern-process-function

description: This dataset comprised land use and carbon storage in the Beijing-Tianjin-Hebei region, China, 2000-2030. We used these data to illustrate the research on regional terrestrial carbon storage based on the pattern-process-function. This dataset includes: 1. Land use data, 2. Carbon storage data, 3. Data for Geoda, 4. Data for GeoDetector, 5. Data for Mental test, 6. Driving factors, 7. Other basic data, 8. PLUS model, and 9. Geoda installation package.
DOI: 10.17632/zsjbtsn3h3
title: Data for: Characters of mixed lithofacies shale and its pore structure: A case study of the Longmaxi Formation in the DM Block, the Southern Sichuan Baisn, China

description: Three tables are included in this dataset, namely: Table S1 XRD and shale lithofacies identification results, 38 samples Table S2 XRD results of clay minerals, 38 samples Table S3 Proportion of OM pores occupying the total pores
DOI: 10.15468/dl.hc38b8
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Bruchidius siliquastri Delobel, 2007"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009223-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26188/27078979.v2
title: BPIC_2014 agent1 log file (Figure 4b)

description: The xes log from BPIC_2014 log, from Agent 1
DOI: 10.6084/m9.figshare.26072674.v1
title: <b>Aprendizado e memória em espécies de abelhas </b><b>com diferentes níveis de socialidade</b>

description: este projeto busca investigar as diferenças nas habilidades cognitivas de aprendizado, memória e discriminação olfativas entre abelhas sociais e primitivamente sociais, sob o protocolo de REP, no intuito de preencher uma importante lacuna do conhecimento, que é entender como evoluiu a cognição em relação à socialidade das abelhas.
DOI: 10.17632/26hc75jc5j
title: Data library of irradiated fuel salt and off-gas tank composition for a molten salt reactor concept produced with Serpent2 and SOURCES 4C codes

description: This dataset has been prepared for the Compact Molten Salt Reactor (CMSR) that is being developed as a floating-type/transportable Molten Salt Reactor (MSR) by Seaborg Technologies in Copenhagen, Denmark. The version of the reactor design used in the preparation of this dataset was set to operate as a FUNaK-fuelled (or NaF-KF-UF4) and Sodium Hydroxide-moderated, converter-type reactor. It also features some novel features such as removal of volatile and gaseous fission products from the primary fuel salt to the off-gas tank with the help of a designated system called the Off-Gas System (OGS). 

This dataset was created using the Monte-Carlo particle transport code, Serpent2 and the neutron source term calculation code, SOURCES 4C. The dataset contains compositions (as nuclide masses in g/cm3) of the primary fuel salt and that of the off-gas tank contents at various combinations of Burnup (BU), Enrichment (IE), and Cooling Time (CT). The dataset also includes this data at various (35) rates of material movement from the primary salt to the off-gas tank. A total of 42 nuclides are removed this way and their concentrations are tracked throughout the simulations. In addition to these quantities, the dataset contains the total gamma emission rate (in photons/sec), total decay heat (in Watts), and total activity (in Becquerel) (which were also computed using Serpent2) for both, primary salt and the off-gas tank contents. Lastly, the dataset includes total neutron emission rates from spontaneous fission and alpha, n reactions which were computed using the SOURCES 4C code. In summation, there are a total of 2850 columns of data and 861,000 rows (corresponding to combinations of BU, IE, and CT). The 2850 columns of data can be broken down as:
‘BU’: Burnup (in MWd/kgU) (1 column of data)
‘IE’: Initial enrichment (in wt. % U-235) (1 column of data)
‘CT’: Cooling time (in days) (1 column of data)
‘FMI’: Flow Multiplier Index (1 column of data) 
‘fuel_Isotope’: 1398 columns of isotopes (in g/cm3) (1398 columns of data) 
‘tank_Isotope’: 1398 columns of isotopes (in g/cm3) (1398 columns of data) 
‘fuel_TOT_DH’: Total decay heat (in Watts) for fuel salt (1 column of data) 
‘fuel_TOT_GS’: Total gamma emission rate (photons/second) for fuel salt (1 column of data) 
‘fuel_TOT_A’: Total activity (becquerel) for fuel salt (1 column of data) 
‘tank_TOT_DH’: Total decay heat (in Watts) for fuel salt (1 column of data) 
‘tank_TOT_GS’: Total gamma emission rate (photons/second) for fuel salt (1 column of data) 
‘tank_TOT_A’: Total activity (becquerel) for fuel salt (1 column of data) 
‘flow_isotope’: Removal rates of 42 nuclides in 1/s (42 columns of data)
‘SF’: Total neutron emissions from spontaneous fission for primary salt (1 column of data) 
‘AN’: Total neutron emissions from (ɑ, n) for irradiated primary salt (1 column of data) 

The dataset is formatted as a HDF5 (Hierarchical Data Format) file that can be parsed using python libraries such as Pandas.
DOI: 10.17632/gyhk7sd38w
title: G-quadruplexes associated with R-loops promote CTCF binding. Wulfridge et al.

description: CTCF is a critical regulator of genome architecture and gene expression that binds to thousands of sites on chromatin. CTCF genomic localization is controlled by its interaction to a DNA sequence motif and regulated by DNA modifications. However, CTCF does not bind to all its potential sites in all cell types, raising the question of whether the underlying chromatin structure can regulate CTCF binding. Here we report that R-loops, three-stranded chromatin structures that contain DNA:RNA hybrids, facilitate CTCF binding through formation of the associated G-quadruplex (G4) secondary DNA structure. R-loops and G4 structures are co-localized with CTCF at many genomic regions in vivo and promote CTCF binding to its cognate DNA motif in vitro. Removal of R-loops and local deletion of a G4 forming motif reduce CTCF binding, which in turn can alter gene expression. Conversely, chemical stabilization of G4s in undifferentiated stem cells results in CTCF gains and accompanying alterations in chromatin organization. Finally, G4 induction upon neurodifferentiation is associated with CTCF increase at bivalent genes. Our results suggest that formation of G4 structures by R-loops plays a pivotal role in reinforcing long range chromatin interactions through CTCF.
DOI: 10.6084/m9.figshare.24129729.v1
title: Sequencing data for high-throughtput run

description: Cost-Effective Complete Genome Sequencing Using the MinION Platform for Identification of Recombinant Enteroviruses
DOI: 10.17632/s4mdscmh6w
title: OBSC Analysis Pipeline

description: Functional Precision Medicine platforms, which investigate the dynamic behavior of a patient’s tumor ex vivo to inform personalized treatment, face unique obstacles to clinical translation. These include limited access to patient tissue and stringent demands for intra-platform accuracy and consistency. In this study, an automated data analysis pipeline addresses these concerns for the Organotypic Brain Slice Culture functional assay by combining computer vision and dose-response modeling approaches. A 99% reduction in analysis time increases the amount of patient tissue that can be processed on the platform. Comparing automated measurements to previously published manual results revealed that automation increased consistency both within experiments and across replicate experiments. This pipeline also explores implementing complex CV with limited resources, modeling a unique and diverse dataset, and validating automated analysis when no gold standard measurements exist, obstacles that hinder automation efforts across scientific disciplines.
DOI: 10.17632/yjc83z2gd7
title: Test GA Dataset

description: Test GA
DOI: 10.6084/m9.figshare.765309.v1
title: 3,5-Ethanoproline - B3LYP/6-31G(d) - DMSO - Anti TS

description: Calculated as part of PhD thesis titled 'Mechanistic Insights into Organocatalysis', Imperial College London, 2013.
DOI: 10.17632/sv353mdt3n
title: Data for: Data set of dissolved major and trace elements from the lacustrine systems of Clearwater Mesa, Antarctica

description: Presents physicochemical parameters and major and trace element concentrations of water, ice, and sediment samples from the lake systems of Clearwater Mesa (CWM), northeast Antarctic Peninsula. Geochemical analyses include inductively coupled plasma mass spectrometry (ICP-MS) for cations and trace elements and ion chromatography for anions. It also contains PHREEQC software output, listing the chemical speciation for dissolved elements, Saturation Indexes (SI), and modelling outputs. This information will be useful for future research assessing the impacts of anthropogenic pollution and the effects of climate change, providing insights into naturally occurring geochemical processes in a pristine environment, and evaluating geochemical behaviour of dissolved elements in high-latitude hydrological systems. These data correspond to the research article “Dissolved major and trace geochemical dynamics in Antarctic Lacustrine Systems” [1].
DOI: 10.17632/x6745mmd6k
title: Supplementary Material

description: Supplementary material for Efficacy and safety of low-dose (0.2mg) dutasteride for male androgenic alopecia: a multicenter, randomized, couble-blind,placebo-controlled, parallel-group phase III clinical trial
DOI: 10.17632/ns2cjx7gyg
title: Data for: HSC: Leveraging Horizontal Shortcut Connections for Lightweight Architecture and Model Compression of CNN

description: Our experimental results are divided into two parts：one：HSC for accuray，which are used to improve the accuracy of the original model ；Two：HSC for model compression，which are used to compress the network
DOI: 10.21233/bapq-p087
title: Okinawa ostracode surface sample dataset

description: Raw data for the Okinawa ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.ajw7mv
title: Occurrence Download

description: A dataset containing 2074 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "Continent is one of (Africa, Asia, Oceania)",
 "TaxonKey is Basilicum Moench"
 ]
}

 The dataset includes 2074 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009224-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/zj32pmdsrf
title: Petrological characteristics and controlling factors of diagenetic evolution of beach rocks in Zhaoshu Island, Xisha Islands

description: Geochemical elements 
Scanning Electron Microscope
DOI: 10.17632/c9k7nwdkc3
title: Data for: Rock glaciers represent hidden water stores in the Himalaya