cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29528112.v1
title: Addressing and Reducing Complexity in Metadata Mappings: RDA to DC and MARC 21

description: This study investigates whether introducing hierarchical and inclusion relationships to mappings between RDA elements and DC terms/MARC 21 fields can reduce complexity and enhance comprehensibility. The results indicate that applying these relationships elucidates the mapping process, using a proposed data visualization method. Quantitative analysis showed 98.4% and 92.2% consistency in DC and MARC mappings, respectively, with reduced inconsistencies when criteria were adjusted consistently with these relationships. However, certain cases remained unresolved, requiring further investigation into contextual factors affecting mapping inconsistencies. These findings help improve metadata interoperability, helping catalogers understand large-scale mappings.
DOI: 10.6084/m9.figshare.31113377
title: Addressing a gap in the late Pleistocene record of the Midwest: fluted points in Northwest Missouri and Southwest Iowa

description: Despite well-documented Clovis and Folsom occupations in parts of the Great Plains and Midwest the archaeological record of late Pleistocene foragers in northwest Missouri and southwest Iowa remains patchy and poorly understood. This study addresses that gap through the systematic documentation of 235 fluted projectile points, including 44 newly reported points from the David A. Easterla collection. By integrating data from museum holdings, private collections, and vetted literature, the study reveals a more substantial and spatially structured Paleoindian presence than previously recognized. The spatial distribution of raw material transport and point discard suggests high mobility during the Clovis period, with long-distance moves along the Missouri River and its tributaries, with some evidence for more restricted ranges and more localized land use during the Folsom period. These findings highlight the importance of underutilized collections and collaborative regional surveys in refining our understanding of early human behavior in the Midcontinent.
DOI: 10.6084/m9.figshare.31113377.v1
title: Addressing a gap in the late Pleistocene record of the Midwest: fluted points in Northwest Missouri and Southwest Iowa

description: Despite well-documented Clovis and Folsom occupations in parts of the Great Plains and Midwest the archaeological record of late Pleistocene foragers in northwest Missouri and southwest Iowa remains patchy and poorly understood. This study addresses that gap through the systematic documentation of 235 fluted projectile points, including 44 newly reported points from the David A. Easterla collection. By integrating data from museum holdings, private collections, and vetted literature, the study reveals a more substantial and spatially structured Paleoindian presence than previously recognized. The spatial distribution of raw material transport and point discard suggests high mobility during the Clovis period, with long-distance moves along the Missouri River and its tributaries, with some evidence for more restricted ranges and more localized land use during the Folsom period. These findings highlight the importance of underutilized collections and collaborative regional surveys in refining our understanding of early human behavior in the Midcontinent.
DOI: 10.6084/m9.figshare.31113378
title: Lateralized effects of vagus nerve stimulation on cortical spreading depression: insights from a mouse model

description: Vagus nerve stimulation (VNS) is increasingly recognized as a therapeutic approach for neurological disorders, such as epilepsy, migraine, and stroke rehabilitation. However, clinical outcomes vary considerably among individuals, underscoring the importance of elucidating the distinct effects of left versus right VNS. In this study, we aimed to investigate how lateralized VNS influences cortical spreading depression (CSD) in mice. Left or right VNS and sciatic nerve stimulation (SNS) were delivered directly by electrodes placed around the vagus or sciatic nerve. CSD was induced by both near-threshold (0.125 M) and supra-threshold (1 M) KCl, and hemispheric responses were assessed in 64 mice. A custom-built intrinsic optical signal (IOS) imaging system integrated with artificial intelligence algorithms was utilized to record and analyze the CSD. Notably, VNS significantly reduced the incidence and slowed CSD propagation at 0.125 M KCl, whereas only minimal effects were observed at 1 M KCl, suggesting that VNS efficacy may depend on the cortical excitability threshold. Right VNS effectively decreased CSD occurrence in the ipsilateral hemisphere, whereas left VNS selectively slowed propagation in the contralateral hemisphere. Additionally, left SNS exerted a modest yet significant reduction in CSD within the left hemisphere, reinforcing the importance of stimulation modality and site. Furthermore, reduced c-Fos expression following VNS, particularly within the stimulated hemisphere, indicates a dampened state of neuronal excitability, thereby supporting the hemisphere-specific neuromodulatory potential of VNS. These findings indicate that lateralized VNS may enable more precise, patient-specific interventions in neurological conditions characterized by cortical hyperexcitability.
DOI: 10.6084/m9.figshare.31113378.v1
title: Lateralized effects of vagus nerve stimulation on cortical spreading depression: insights from a mouse model

description: Vagus nerve stimulation (VNS) is increasingly recognized as a therapeutic approach for neurological disorders, such as epilepsy, migraine, and stroke rehabilitation. However, clinical outcomes vary considerably among individuals, underscoring the importance of elucidating the distinct effects of left versus right VNS. In this study, we aimed to investigate how lateralized VNS influences cortical spreading depression (CSD) in mice. Left or right VNS and sciatic nerve stimulation (SNS) were delivered directly by electrodes placed around the vagus or sciatic nerve. CSD was induced by both near-threshold (0.125 M) and supra-threshold (1 M) KCl, and hemispheric responses were assessed in 64 mice. A custom-built intrinsic optical signal (IOS) imaging system integrated with artificial intelligence algorithms was utilized to record and analyze the CSD. Notably, VNS significantly reduced the incidence and slowed CSD propagation at 0.125 M KCl, whereas only minimal effects were observed at 1 M KCl, suggesting that VNS efficacy may depend on the cortical excitability threshold. Right VNS effectively decreased CSD occurrence in the ipsilateral hemisphere, whereas left VNS selectively slowed propagation in the contralateral hemisphere. Additionally, left SNS exerted a modest yet significant reduction in CSD within the left hemisphere, reinforcing the importance of stimulation modality and site. Furthermore, reduced c-Fos expression following VNS, particularly within the stimulated hemisphere, indicates a dampened state of neuronal excitability, thereby supporting the hemisphere-specific neuromodulatory potential of VNS. These findings indicate that lateralized VNS may enable more precise, patient-specific interventions in neurological conditions characterized by cortical hyperexcitability.
DOI: 10.5517/ccdc.csd.cc2fr8s8
title: CCDC 2256700: Experimental Crystal Structure Determination

description: Related Article: Caoshiqi|2026|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2fr8t9
title: CCDC 2256701: Experimental Crystal Structure Determination

description: Related Article: Caoshiqi|2026|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2fx2xc
title: CCDC 2261323: Experimental Crystal Structure Determination

description: Related Article: Caoshiqi|2026|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.e855wt
title: Occurrence Download

description: A dataset containing 69008 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((89.4 31.65, 102.383 31.65, 102.383 36.266, 89.4 36.266, 89.4 31.65))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 69008 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002511-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57680/asep.0644310
title: Data z dotazníkového šetření hodnocení kulturních ekosystémových služeb v krajině
title: Survey data from the assessment of cultural ecosystem services in landscape

description: Dataset obsahuje 490 dotazníků, které byly sebrány v rámci šetření ve dvou výzkumných oblastech v ČR - Moravský kras (n=245) a Litovelské Pomoraví (n=245). Obsahuje hodnocení kulturních ekosystémových služeb formou otevřených otázek na důvody k návštěvě, pocity spojené s místy a hodnoty eudaimonie (odpovědi jsou nakódovány do kategorií kulturních ekosystémových služeb) a preferenčního hodnocení, socio-demografické atributy a další proměnné vyjadřující vztah ke zkoumanému území.
description: The dataset contains 490 questionnaires collected as part of a survey in two research areas in the Czech Republic – Moravian Karst (n=245) and Litovel Morava River Basin (n=245). It includes assessments of cultural ecosystem services in the form of open-ended questions about reasons for visiting, place-based emotions and eudaimonic values (answers are coded into categories of cultural ecosystem services) and preference assessment, socio-demographic attributes, and other variables expressing the relationship to the studied area.
DOI: 10.15468/dl.bw92vc
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is one of (Morocco, Algeria, Tunisia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bufo spinosus"
 ]
}

 The dataset includes 69 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002539-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18327289
title: Drifter arrays

description: The dataset includes the observations and code in our analyses.
DOI: 10.5281/zenodo.18327290
title: Drifter arrays

description: The dataset includes the observations and code in our analyses.
DOI: 10.6084/m9.figshare.31112716.v1
title: SMC-LUD: Liver Ultrasound Dataset (HCC vs Hemangioma)

description: The dataset consists of 5,466 anonymized 2D B-mode ultrasound images categorized into two classes. The distribution of images for training and testing is detailed in [Table 1].The full dataset, including class labels and metadata, is publicly available in a data repository under a CC-BY license. It is organized into two main directories according to class: hepatocellular carcinoma (HCC), hemangioma. Within each class directory, images are further grouped by patients, with each patient assigned a unique subdirectory containing all associated ultrasound images.A metadata file in CSV format is provided, containing the following columns: patient_id, image_filename, class_label, and additional clinical or acquisition metadata as available. Each row in the CSV file corresponds to a single image and provides the relevant annotation and metadata.
DOI: 10.15468/dl.8qgn93
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Barbarophryne brongersmai"
 ]
}

 The dataset includes 80 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002541-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17605/osf.io/qfam6
title: Low Back Pain

description: The research generates new evidence in the field of low back pain management with particular focus on the role of Core Stability (CST) and McKenzie training (MCK).
DOI: 10.15468/dl.7dbepz
title: Occurrence Download

description: A dataset containing 6223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "DatasetKey is INPN - Données flore des CBN agrégées par la FCBN",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Continent derived from coordinates",
 "OccurrenceStatus is Present",
 "TaxonKey is Salix herbacea"
 ]
}

 The dataset includes 6223 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002540-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rt7bjq
title: Occurrence Download

description: A dataset containing 720 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((7.09285 50.73033,7.10129 50.73033,7.10129 50.73498,7.09285 50.73498,7.09285 50.73033))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 720 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002542-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18327373
title: Niken Azis pangala

description: ANALISIS SARANA DAN PRASARANA WILAYAH KABUPATEN MAMUJU
DOI: 10.5281/zenodo.18327372
title: Niken Azis pangala

description: ANALISIS SARANA DAN PRASARANA WILAYAH KABUPATEN MAMUJU
DOI: 10.3886/e195984
title: Data and Code for: Asset- Based Microfinance for Microenterprises: Evidence from Pakistan

description: We run a field experiment offering graduated microcredit clients the opportunity to finance a business asset worth four times their usual borrowing limit. We implement this using a hire-purchase contract; our control group is offered a zero interest loan at the usual borrowing limit. We find large, significant, and persistent effects: treated microenterprise owners run larger businesses with higher profits; consequently, household consumption increases, particularly on food and children’s education. A dynamic structural model with nonconvex capital adjustment costs rationalizes our results and allows counterfactual analysis; this highlights the potential for welfare improvements through large capital injections that are financially sustainable.
DOI: 10.3886/e195984v3
title: Data and Code for: Asset- Based Microfinance for Microenterprises: Evidence from Pakistan

description: We run a field experiment offering graduated microcredit clients the opportunity to finance a business asset worth four times their usual borrowing limit. We implement this using a hire-purchase contract; our control group is offered a zero interest loan at the usual borrowing limit. We find large, significant, and persistent effects: treated microenterprise owners run larger businesses with higher profits; consequently, household consumption increases, particularly on food and children’s education. A dynamic structural model with nonconvex capital adjustment costs rationalizes our results and allows counterfactual analysis; this highlights the potential for welfare improvements through large capital injections that are financially sustainable.
DOI: 10.15468/dl.vgayrr
title: Occurrence Download

description: A dataset containing 58827 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Myotis myotis)",
 "OccurrenceStatus is Present",
 "SpeciesKey is not null",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2026",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 },
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation)"
 ]
}

 The dataset includes 58827 records from 1208 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002514-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/xshv7npz4d.1
title: Original data of Danjiang River

description: Surface water hydrochemistry data for the Danjiang River Basin
DOI: 10.17632/9tb6dj2m4w
title: supplement for Circulating branched-chain amino acids and risk of atopic dermatitis in adults

description: supplement eTable 1, 2, 3 for Circulating branched-chain amino acids and risk of atopic dermatitis in adults
DOI: 10.17632/9tb6dj2m4w.1
title: supplement for Circulating branched-chain amino acids and risk of atopic dermatitis in adults

description: supplement eTable 1, 2, 3 for Circulating branched-chain amino acids and risk of atopic dermatitis in adults
DOI: 10.17603/ds2-b72f-4d09
title: Human-Animal Interactions and Disaster: A Systematic Literature Review
title: in Human-Animal Interactions in Disaster Settings

description: This project includes several initiatives regarding human-animal interactions in hazards and disaster settings.This project includes the following research components. (1) a systematic literature review regarding human-animal interactions in disaster setting, (2) a quick response project regarding the animal farmers' emotional well-being during the evacuation stage of the 2021 November BC floods in Fraser Valley.
description: This project aims to provide a comprehensive compilation of the global human-animal interactions (HAI) in disaster settings literature for the purpose of detecting publication trends and identifying predominant research themes across this rapidly expanding area. Accordingly, multi-database literature research approach was used to identify 94 articles (from 2000 to 2021). The data includes the following information of these 94 articles: (1) the complete reference information, (2) the article abstract, (3) the study setting, (4) the extreme event studied, (5) the disaster stage, (6) the type of animal (e.g., farm, companion, service, etc.), (7) the study population, and (8) whether the article used the One Health or One Welfare frameworks. Users may use the information included in this dataset to identify themes and existing gaps in HAI in disaster setting literature, thus providing a foundation for future investigation. These findings also illustrate the current state of research into HAI in disaster settings and provide a convenient reference resource for users. The general public could use the data to gain an introductory understanding of the complex topic of HAI in disaster settings and identify key researchers in the field.
DOI: 10.17603/ds2-ktpj-ef22
title: Moderately Cemented Model (Static) - GLH11s
title: in Liquefaction resistance of MICP treated sands

description: A set of 1-m radius centrifuge tests on saturated loose Ottawa sand models treated to various cementation levels and subjected to multiple shaking events.  Changes in cone penetration resistance and shear wave velocity are monitored throughout each test.
description: A moderately cemented model was saturated with a de-aired viscous fluid. The model was spun to various g-levels to obtain shear wave velocity and cone penetration measurements.
DOI: 10.17603/ds2-2xe8-by36
title: Wind Gust Data from Continental United States Extreme Convective Events

description: Wind gust data (all records over 25 knots) from the Automated Surface Observation System (ASOS) network in the United States was collected, standardized, and assembled for use in extreme wind climatology analyses.
DOI: 10.17603/ds2-m0bc-n829
title: In-situ Hydrodynamic & Sediment Transport Measurements
title: in COAstal STorm Rapid Response (COASTRR): in-situ hydrodynamic and sediment transport measurements during Hurricane Harvey on two Texas barrier islands

description: This project provides in-situ measurements of hydrodynamic and sediment transport processes during Hurricane Harvey on either side of two barrier islands along the Texas coast. Data includes time series of pressure in the surf zone, backshore, and back-barrier environments; current velocities and suspended sediment concentrations in the surf zone; and atmospheric (barometric) pressure. This data set can be used to calibrate and improve numerical models and predictive tools of storm processes and impacts to coastal infrastructure. Please contact Jens Figlus (figlusj@tamu.edu) or Katherine Anarde (kanarde@rice.edu) for the most up-to-date curation of QC'ed data and analysis from associated publications.
description: Field experiment focused on measurement of storm processes (wave fields, current velocities, sediment transport) in the nearshore and back-barrier environments during hurricane impact. Processes measured include sea-to-bay directed flow through a barrier-island cut (i.e., overwash) and surf zone wave fields and sediment transport during dune collision. Nearshore and back-barrier wave fields were comprised of sea-swell, infragravity waves, and very-low frequency phenomena.
DOI: 10.17632/z8sxxc32yx
title: Survey on employability of Chinese universities graduates

description: This survey randomly selected 505 Chinese college graduates from the past three years as samples and recorded their employment status.
DOI: 10.17632/z8sxxc32yx.1
title: Survey on employability of Chinese universities graduates

description: This survey randomly selected 505 Chinese college graduates from the past three years as samples and recorded their employment status.
DOI: 10.6084/m9.figshare.28856366
title: Prediction models

description: Nothing
DOI: 10.17632/5rxxwfbk5x.1
title: Comparison of sensory quality perceptions of gluten-free cookies evaluated by celiac and non-celiac people

description: This dataset contains raw sensory profiling data collected in May 2024 for three types of gluten-free cookies:
(1) cookies made from a gluten-free flour mix,
(2) cookies made from buckwheat flour, and
(3) cookies made from grated coconut.

The data were collected using a standardized sensory profiling form. The panel consisted of untrained participants from three distinct groups: individuals diagnosed with celiac disease, individuals with non-celiac gluten sensitivity, and individuals without any dietary restrictions.

Each participant evaluated the cookies based on multiple sensory attributes, including taste, aroma, texture, and appearance.

The dataset is provided in Excel format and is in English.
It may be useful for analyzing sensory preferences among different consumer groups and comparing gluten-free cookie formulations, as well as for methodological reference in inclusive sensory testing.