cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28936313
title: Supplementary Material for: Physicians' knowledge, attitudes, and perceptions about medical cannabis in the United States: A Scoping Review

description: Background: As legalization of medical cannabis (MC) in the United States expands, there remains uncertainty in clinical guidance. Healthcare professionals remain unprepared to communicate to patients the therapeutic outcomes and possible adverse effects of MC utilization. There is limited training provided at all levels of medical education, even for professionals with many years of clinical practice. Additionally, there is minimal scientific research, which delays the development of evidence-based guidelines. 
Methods: This review followed established methodological approaches for scoping reviews according to PRISMA-ScR guidelines. Studies were included if they addressed the attitudes and beliefs of medical practitioners in the United States and were published after the year 2000. 
Results: There were forty-one studies from January 2013 through February 2025 included in the format of both electronic surveys and qualitative interviews. Participants included U.S. physicians, other healthcare professionals, and medical trainees, representing multiple clinical specialties. Physicians reported lack of confidence in counseling patients or managing their use of MC. Oncologists, emergency medicine physicians, pain management specialists, and primary care physicians perceived that MC is beneficial for managing chronic pain, nausea, loss of appetite, depression and other symptoms. Obstetric providers had unfavorable perceptions about perinatal use of MC. Physicians practicing in states where the drug has been legalized and those with greater years of practice were more comfortable recommending MC and counseling patients. 
Conclusions: 
U.S. physicians and medical trainees perceived significant knowledge barriers to recommending MC and counseling patients on its therapeutic use. Implementing clear clinical practice guidelines, further education on these drugs in clinical curriculums, and enhancing continuing education offerings would improve prescriber confidence. Increased research could also assist medical professionals in appropriate clinical decision making.
DOI: 10.5281/zenodo.15347726
title: Global Testing Inspection and Certification TIC Market 2025 To 2034

description: Testing, Inspection and Certification (TIC) Market Size, Share, Growth Analysis Report By Type (Inspection, Certification, Testing), By Domain (Medical & Life Science, Chemical, Consumer Goods, Food & Beverages), and By Region - Global Industry Overview, Statistical Data, Competitive Intelligence, Trends, Outlook, and Forecast 2025–2034.

Reports Description

As per the Testing Inspection and Certification TIC Market analysis conducted by the CMI Team, the global Testing, Inspection and Certification TIC Market is expected to record a CAGR of 3.4 % from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 262.97 Billion. By 2034, the valuation is anticipated to reach USD 352.24 Billion.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=12140
DOI: 10.5281/zenodo.15347727
title: Global Testing Inspection and Certification TIC Market 2025 To 2034

description: Testing, Inspection and Certification (TIC) Market Size, Share, Growth Analysis Report By Type (Inspection, Certification, Testing), By Domain (Medical & Life Science, Chemical, Consumer Goods, Food & Beverages), and By Region - Global Industry Overview, Statistical Data, Competitive Intelligence, Trends, Outlook, and Forecast 2025–2034.

Reports Description

As per the Testing Inspection and Certification TIC Market analysis conducted by the CMI Team, the global Testing, Inspection and Certification TIC Market is expected to record a CAGR of 3.4 % from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 262.97 Billion. By 2034, the valuation is anticipated to reach USD 352.24 Billion.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=12140
DOI: 10.15468/dl.x3u9xu
title: Occurrence Download

description: A dataset containing 216 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lagerstroemia macrocarpa Wall. ex Kurz"
 ]
}

 The dataset includes 216 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017305-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxzquy
title: Occurrence Download

description: A dataset containing 483 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lagerstroemia parviflora Roxb."
 ]
}

 The dataset includes 483 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017306-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tusnev
title: Occurrence Download

description: A dataset containing 71525 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is True",
 "HasGeospatialIssue is False",
 "OccurrenceStatus is Present",
 "TaxonKey is Capra hircus Linnaeus, 1758"
 ]
}

 The dataset includes 71525 records from 215 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017302-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6smxvp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Anthracothorax viridis (Audebert & Vieillot, 1801)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017307-250426092105405/datasets/export for details.
DOI: 10.15468/dl.3f6h64
title: Occurrence Download

description: A dataset containing 6489 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lagerstroemia indica L."
 ]
}

 The dataset includes 6489 records from 512 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017304-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8r6zhm
title: Occurrence Download

description: A dataset containing 437 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is True",
 "HasGeospatialIssue is False",
 "OccurrenceStatus is Present",
 "TaxonKey is Capra caucasica Güldenstaedt & Pallas, 1783"
 ]
}

 The dataset includes 437 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017308-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fhr8nt
title: Occurrence Download

description: A dataset containing 73491 species occurrences available in GBIF matching the query:
{
 "InstitutionKey" : [
 "is 24ab1eae-4509-4433-afa7-d13fc5e25d04"
 ]
}

 The dataset includes 73491 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017301-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/6qf2-zd04
title: "GeoCaption-12K"

description: "The scarcity of multimodal datasets in remote sensing, particularly those combining high-resolution imagery with descriptive textual annotations, limits advancements in context-aware analysis. To address this, we introduce a novel dataset comprising 12,473 aerial and satellite images sourced from established benchmarks (RSSCN7, DLRSD, iSAID, LoveDA, and WHU), enriched with automatically generated pseudo-captions and semantic tags. Using a two-step pipeline, we first construct structured prompts from polygon-based annotations and employ GPT-4O to generate detailed captions articulating spatial layouts and object relationships, resulting in captions averaging 181.94 words with a vocabulary of 3,961 unique words. These captions are filtered for noise reduction and paired with semantic tags extracted via named entity recognition and part-of-speech tagging, providing domain-specific cues (e.g., \u201cbuilding,\u201d \u201criver,\u201d \u201crunway\u201d). This dataset, with its comprehensive visual-textual annotations, significantly reduces manual annotation costs while enabling advanced multimodal remote sensing tasks, such as scene understanding and spatially informed visual representation learning across diverse urban, rural, and natural environments. The dataset is publicly available to foster research in remote sensing and multimodal learning."
DOI: 10.15468/dl.efqygs
title: Occurrence Download

description: A dataset containing 159495 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Oceania",
 "Country is Australia",
 "GadmGid is AUS.7_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (VU, EN, CR)",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (e2e717bf-551a-4917-bdc9-4fa0f342c530, 6788a029-61be-47f2-8867-d5f8f1e14a14, 96835ce2-d3af-4f6e-af81-faa0c7576fa4, 633f217c-c007-48dc-86ed-f8fdae6fd0d8, f9d3db7d-6ee9-4fbf-bd4c-e5d0f0bd26c6, 770c30d2-c2a8-4bb2-8056-6167297cddae)",
 "TaxonKey is Chordata",
 "Year 2000-2025"
 ]
}

 The dataset includes 159495 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017303-250426092105405/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.28935830
title: Data of Green Noodles and Infants Bowel Movement

description: These data describe changes in bowel movement frequency in infants aged 0-12 months before and after their mothers consumed green noodles based on long bean leaves / Lembayung leaves (Vigna sinensis L.) for 14 days.
DOI: 10.15468/dl.9hjzhr
title: Occurrence Download

description: A dataset containing 1613 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.datasetkey = '4fa7b334-ce0d-4e88-aaae-2e0c138d049e'
 AND GBIF_WITHIN('POLYGON((-122.58 37.37945,-121.38327 37.37945,-121.38327 38.26976,-122.58 38.26976,-122.58 37.37945))', occurrence.decimallatitude, occurrence.decimallongitude) = TRUE
 AND occurrence.hascoordinate = TRUE
 AND occurrence.hasgeospatialissues = FALSE
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.taxonkey = 212 OR occurrence.acceptedtaxonkey = 212 OR occurrence.kingdomkey = 212 OR occurrence.phylumkey = 212 OR occurrence.classkey = 212 OR occurrence.orderkey = 212 OR occurrence.familykey = 212 OR occurrence.genuskey = 212 OR occurrence.specieskey = 212)
 AND (occurrence."year" &gt;= 2020 AND occurrence."year" &lt;= 2023)
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 1613 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017300-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15347285
title: High Resolution Varietal Purity of Wheat Seeds Raw Dataset
DOI: 10.5281/zenodo.15347286
title: High Resolution Varietal Purity of Wheat Seeds Raw Dataset
DOI: 10.6084/m9.figshare.23528667
title: Genome annotation files, orthogroup information, phylogenetic trees and alignments used for bryophyte genome project

description: This data set include the phylogenetic trees and alignment used for bryophyte genome project paper.
DOI: 10.6084/m9.figshare.23528667.v5
title: Orthogroup information, phylogenetic trees and alignments used for bryophyte genome project

description: This data set include the phylogenetic trees and alignment used for bryophyte genome project paper.
DOI: 10.48677/a94dfe37-cbb1-4b85-922d-f8d3fe77e260
title: ALS DTM CRS3035RES50000mN2550000E4650000 Höhenraster 1m Stichtag 15.09.2024

description: Das digitale Geländehöhenmodell (DGM, engl.: DTM) beschreibt die Erdoberfläche (natürlicher Boden, ohne Bewuchs) in Form von Punktmengen, die in einem regelmäßigen Gitter angeordnet und in Lage und Höhe georeferenziert sind. Die hochauflösenden ALS-DGM Daten wurden mittels Airborne Laser Scanning - Technologien erfasst und sind ein Kooperationsprodukt der österreichischen behördlichen Geodatenprovider des Bundes und der Länder.

Eignung/Nutzung
• Grundlage für Orthophotoberechnung
• Planungsgrundlage
• Umweltschutz
• Nachrichtentechnik
• Geologie
• Hydrologie
• Landwirtschaft
• Kartographie

Dies ist eine von insgesamt 55 Kacheln, welche zusammen das Gebiet Österreich abdecken.

Stichtag = Erstellungsdatum:
Die Daten sind zu diesem Tag der aktuellste Datenbestand des BEV.
Dies ist nicht ident mit dem Aufnahme- bzw. Vermessungsdatum.
Die Aktualität finden Sie in der zugehörigen Serie unter „Downloads, Ansichten und Links“ in der Aktualitätsübersicht.
DOI: 10.57760/sciencedb.24634
title: Straw return facilitates the immobilization of soil nitrogen by altering the metabolic distribution and nitrogen cycling processes
title: Straw return facilitates the immobilization of soil nitrogen by altering the metabolic distribution and nitrogen cycling processes

description: Soil N: Soil inorganic nitrogen and organic nitrogen components;Metabolome: Assembled metabolomics data for analysis, including pos and neg;Unigenes.absolute.g and Unigenes.absolute.p: Absolute abundance of microorganisms at the phylum and genus levels for analysis;Unigenes.absolute.ko and module: The absolute abundance of KO and MO levels assembled using the KEGG database represents gene abundance and metabolic pathway abundance.
description: Soil N: Soil inorganic nitrogen and organic nitrogen components;Metabolome: Assembled metabolomics data for analysis, including pos and neg;Unigenes.absolute.g and Unigenes.absolute.p: Absolute abundance of microorganisms at the phylum and genus levels for analysis;Unigenes.absolute.ko and module: The absolute abundance of KO and MO levels assembled using the KEGG database represents gene abundance and metabolic pathway abundance.
DOI: 10.57760/sciencedb.22791
title: The influence of perceived fairness on trust in human-computer interaction
title: The influence of perceived fairness on trust in human-computer interaction

description: The dataset is from an experiment exploring the The influence of perceived fairness on trust in human-computer interaction mainly mainly 128 behavioral data. The ultimatum game and the trust game task were mainly used in the experiment. A mixed experimental design using 2 (sponsor identity: AI / person)× 2 (offer: fair / unfair)×2 (trustee identity: AI / person). Proposal identity and group are between-subject variables, and trustee identity are within-subject variables. The dependent variable is the level of universal trust (the level of universal trust is quantified by whether the trustee chooses the investment and the amount of investment).
description: The dataset is from an experiment exploring the The influence of perceived fairness on trust in human-computer interaction mainly mainly 128 behavioral data. The ultimatum game and the trust game task were mainly used in the experiment. A mixed experimental design using 2 (sponsor identity: AI / person)× 2 (offer: fair / unfair)×2 (trustee identity: AI / person). Proposal identity and group are between-subject variables, and trustee identity are within-subject variables. The dependent variable is the level of universal trust (the level of universal trust is quantified by whether the trustee chooses the investment and the amount of investment).
DOI: 10.57760/sciencedb.24623
title: Supplementary Data for "Shift in spreading modes at slow-spreading ridges linked to mantle compositional heterogeneity" by Zhang et al.,
title: Supplementary Data for "Shift in spreading modes at slow-spreading ridges linked to mantle compositional heterogeneity" by Zhang et al.,

description: tables S1 to S8Supplementary Code
description: tables S1 to S8Supplementary Code
DOI: 10.57760/sciencedb.22391
title: Immunoprotective Properties of Outer Membrane Vesicles from Vibrio vulnificus in Zebrafish
title: Immunoprotective Properties of Outer Membrane Vesicles from Vibrio vulnificus in Zebrafish

description: Vibrio vulnificus is a pathogenic bacterium responsible for severe infections in both humans and aquatic organisms, posing a serious threat to public health and aquaculture. This study evaluates the immunoprotective potential of outer membrane vesicles (OMVs) derived from V. vulnificus. OMVs were isolated by differential centrifugation and characterized using nanoparticle tracking analysis (NTA), transmission electron microscopy (TEM), and protein quantification. Proteomic profiling identified key immunogenic proteins and pathogen-associated molecular patterns (PAMPs) within the OMVs. In zebrafish models, OMVs elicited a dose-dependent immune response, providing significant protection against V. vulnificus infection. Transcriptomic analysis revealed the upregulation of immune pathways, suggesting that OMVs not only promote an immediate immune response but also enhance long-term immune protection. These findings position V. vulnificus OMVs as a promising adjuvant-free vaccine candidate for disease control in aquaculture. This study highlights the potential of OMVs in improving pathogen-host interactions and offers new avenues for therapeutic development in both aquaculture and broader human health contexts.
description: Vibrio vulnificus is a pathogenic bacterium responsible for severe infections in both humans and aquatic organisms, posing a serious threat to public health and aquaculture. This study evaluates the immunoprotective potential of outer membrane vesicles (OMVs) derived from V. vulnificus. OMVs were isolated by differential centrifugation and characterized using nanoparticle tracking analysis (NTA), transmission electron microscopy (TEM), and protein quantification. Proteomic profiling identified key immunogenic proteins and pathogen-associated molecular patterns (PAMPs) within the OMVs. In zebrafish models, OMVs elicited a dose-dependent immune response, providing significant protection against V. vulnificus infection. Transcriptomic analysis revealed the upregulation of immune pathways, suggesting that OMVs not only promote an immediate immune response but also enhance long-term immune protection. These findings position V. vulnificus OMVs as a promising adjuvant-free vaccine candidate for disease control in aquaculture. This study highlights the potential of OMVs in improving pathogen-host interactions and offers new avenues for therapeutic development in both aquaculture and broader human health contexts.
DOI: 10.15468/dl.et2pha
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arenga wightii Griff."
 ]
}

 The dataset includes 48 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017312-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.96gp7t
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Living Specimen, Occurrence evidence)",
 "Geometry POLYGON((75.74248 32.52144,76.38091 31.34353,77.84145 30.51489,78.32446 31.09766,78.49574 31.69575,76.15174 32.722,75.74248 32.52144,75.74248 32.52144,75.74248 32.52144))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Lantana camara L.",
 "Year 1970-2025"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017313-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntm6vg
title: Occurrence Download

description: A dataset containing 145921 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is True",
 "HasGeospatialIssue is False",
 "OccurrenceStatus is Present",
 "TaxonKey is Capra ibex Linnaeus, 1758"
 ]
}

 The dataset includes 145921 records from 153 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017310-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p73zuc
title: Occurrence Download

description: A dataset containing 2521 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Alnus acuminata Kunth"
 ]
}

 The dataset includes 2521 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017314-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ngyk9
title: Occurrence Download

description: A dataset containing 2568 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Alnus acuminata Kunth"
 ]
}

 The dataset includes 2568 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017316-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.