cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/xr3pd87gpd.1
title: Ph+ALL and Luteolin

description: raw data of Luteolin induces apoptosis in Philadelphia chromosome-positive acute lymphoblastic leukemia cell by regulating the PI3K/AKT signaling pathway
DOI: 10.15468/dl.74ry7z
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.28_1",
 "TaxonKey is Crucihimalaya tibetica"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002339-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/5r3874pyxr
title: Grassland Certification, Grazing Behavior, and Ecological Consequences: Evidence from Pastoral China

description: This file contains the replication code for the article "Grassland Certification, Grazing Behavior, and Ecological Consequences: Evidence from Pastoral China," published in the Journal of Development Economics.
DOI: 10.17632/5r3874pyxr.1
title: Grassland Certification, Grazing Behavior, and Ecological Consequences: Evidence from Pastoral China

description: This file contains the replication code for the article "Grassland Certification, Grazing Behavior, and Ecological Consequences: Evidence from Pastoral China," published in the Journal of Development Economics.
DOI: 10.17632/sv8wh36462
title: Microstructural Evolution and Mechanical Performance of Laser-Welded Aluminum Alloy/Steel Joints with a Multi-Component Interlayer

description: This dataset contains the effects of added interlayer materials on the interface microstructure and mechanical properties.It includes microscopic images of the interface captured using scanning electron and transmission electron microscopy and mechanical properties data.
DOI: 10.17632/sv8wh36462.2
title: Microstructural Evolution and Mechanical Performance of Laser-Welded Aluminum Alloy/Steel Joints with a Multi-Component Interlayer

description: This dataset contains the effects of added interlayer materials on the interface microstructure and mechanical properties.It includes microscopic images of the interface captured using scanning electron and transmission electron microscopy and mechanical properties data.
DOI: 10.15468/dl.tn4ffw
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.28_1",
 "TaxonKey is Lagopsis flava"
 ]
}

 The dataset includes 17 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002340-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dw2qaw
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vitis hancockii"
 ]
}

 The dataset includes 119 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002341-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ycyr7km84w
title: Self Medication Factors in Bangladesh

description: This dataset contains responses from a cross-sectional survey conducted in Bangladesh to investigate self-medication behaviors, socio-demographic characteristics, and influencing factors among the general population. A total of 438 anonymized responses were collected through a structured questionnaire, covering demographic details, healthcare accessibility, common illnesses, frequency and reasons for self-medication, sources of drug information, and perceptions regarding over-the-counter (OTC) medications.

The dataset can be used for public health research, socio-behavioral analysis, and predictive modeling to identify risk factors and patterns of self-medication. It is suitable for applications in machine learning, epidemiology, and policy-making.

Data Fields Include:

-Demographic Information: Age, gender, religion, marital status, occupation, educational status, monthly family income

-Healthcare Access: Distance to nearest hospital, availability of transport

-Health Behavior: Frequency of self-medication, conditions treated, action taken if ineffective, awareness of medicine safety

-Knowledge Sources: Friends/family, pharmacy, internet, media

Attitudes: Perception of OTC medication safety, opinion on self-medication

Outcome Measures: Side effects experienced, relief status after self-medication

Data Collection Period: June 2024

File Format: Excel (.xlsx) — can be exported to .csv

License: Creative Commons Attribution 4.0 International (CC BY 4.0) — Free to share and adapt with proper attribution.

Potential Uses:

-Public health trend analysis in low- and middle-income countries

-Identification of demographic groups with higher self-medication prevalence

-Development of predictive models for healthcare intervention targeting

-Policy formulation regarding OTC drug sales and awareness campaigns

Ethics Statement:
All responses were collected anonymously with informed consent from participants. No personally identifiable information is included.
DOI: 10.17632/ycyr7km84w.3
title: Self Medication Factors in Bangladesh

description: This dataset contains responses from a cross-sectional survey conducted in Bangladesh to investigate self-medication behaviors, socio-demographic characteristics, and influencing factors among the general population. A total of 438 anonymized responses were collected through a structured questionnaire, covering demographic details, healthcare accessibility, common illnesses, frequency and reasons for self-medication, sources of drug information, and perceptions regarding over-the-counter (OTC) medications.

The dataset can be used for public health research, socio-behavioral analysis, and predictive modeling to identify risk factors and patterns of self-medication. It is suitable for applications in machine learning, epidemiology, and policy-making.

Data Fields Include:

-Demographic Information: Age, gender, religion, marital status, occupation, educational status, monthly family income

-Healthcare Access: Distance to nearest hospital, availability of transport

-Health Behavior: Frequency of self-medication, conditions treated, action taken if ineffective, awareness of medicine safety

-Knowledge Sources: Friends/family, pharmacy, internet, media

Attitudes: Perception of OTC medication safety, opinion on self-medication

Outcome Measures: Side effects experienced, relief status after self-medication

Data Collection Period: June 2024

File Format: Excel (.xlsx) — can be exported to .csv

License: Creative Commons Attribution 4.0 International (CC BY 4.0) — Free to share and adapt with proper attribution.

Potential Uses:

-Public health trend analysis in low- and middle-income countries

-Identification of demographic groups with higher self-medication prevalence

-Development of predictive models for healthcare intervention targeting

-Policy formulation regarding OTC drug sales and awareness campaigns

Ethics Statement:
All responses were collected anonymously with informed consent from participants. No personally identifiable information is included.
DOI: 10.17632/dbntnzn77h
title: Westerlies and Monsoon Climate Systems Shape Holocene Moisture Patterns in the Southern Tibetan Plateau: Evidence from Aeolian Sedimentary Records

description: This dataset includes environmental magnetic, geochemical, and sediment color data from a new, well-dated aeolian section (ZD20) in the southern Tibetan Plateau, and also contains geochemical data from original and carbonate-free samples of another aeolian section (HZ) in this region. Finally, it provides information on projected future variations in the winter mid-latitude Westerlies, the Indian summer monsoon, and their associated precipitation under two emission scenarios.
DOI: 10.17632/dbntnzn77h.2
title: Westerlies and Monsoon Climate Systems Shape Holocene Moisture Patterns in the Southern Tibetan Plateau: Evidence from Aeolian Sedimentary Records

description: This dataset includes environmental magnetic, geochemical, and sediment color data from a new, well-dated aeolian section (ZD20) in the southern Tibetan Plateau, and also contains geochemical data from original and carbonate-free samples of another aeolian section (HZ) in this region. Finally, it provides information on projected future variations in the winter mid-latitude Westerlies, the Indian summer monsoon, and their associated precipitation under two emission scenarios.
DOI: 10.17632/hbfc9j8hj8
title: MAAD : Multi-Label Arabic Articles Dataset

description: The MAAD dataset represents a comprehensive collection of Arabic news articles that may be employed across a diverse array of Arabic Natural Language Processing (NLP) applications, including but not limited to classification, text generation, summarization, and various other tasks. The dataset was diligently assembled through the application of specifically designed Python scripts that targeted six prominent news platforms: Al Jazeera, BBC Arabic, Youm7, Russia Today, and Al Ummah, in conjunction with regional and local media outlets, ultimately resulting in a total of 602,792 articles. This dataset exhibits a total word count of 29,371,439, with the number of unique words totaling 296,518; the average word length has been determined to be 6.36 characters, while the mean article length is calculated at 736.09 characters. This extensive dataset is categorized into ten distinct classifications: Political, Economic, Cultural, Arts, Sports, Health, Technology, Community, Incidents, and Local. The data fields are categorized into five distinct types: Title, Article, Summary, Category, and Published_ Date. The MAAD dataset is structured into six files, each named after the corresponding news outlets from which the data was sourced; within each directory, text files are provided, containing the number of categories represented in a single file, formatted in txt to accommodate all news articles. This dataset serves as an expansive standard resource designed for utilization within the context of our research endeavors.
DOI: 10.17632/hbfc9j8hj8.2
title: MAAD : Multi-Label Arabic Articles Dataset

description: The MAAD dataset represents a comprehensive collection of Arabic news articles that may be employed across a diverse array of Arabic Natural Language Processing (NLP) applications, including but not limited to classification, text generation, summarization, and various other tasks. The dataset was diligently assembled through the application of specifically designed Python scripts that targeted six prominent news platforms: Al Jazeera, BBC Arabic, Youm7, Russia Today, and Al Ummah, in conjunction with regional and local media outlets, ultimately resulting in a total of 602,792 articles. This dataset exhibits a total word count of 29,371,439, with the number of unique words totaling 296,518; the average word length has been determined to be 6.36 characters, while the mean article length is calculated at 736.09 characters. This extensive dataset is categorized into ten distinct classifications: Political, Economic, Cultural, Arts, Sports, Health, Technology, Community, Incidents, and Local. The data fields are categorized into five distinct types: Title, Article, Summary, Category, and Published_ Date. The MAAD dataset is structured into six files, each named after the corresponding news outlets from which the data was sourced; within each directory, text files are provided, containing the number of categories represented in a single file, formatted in txt to accommodate all news articles. This dataset serves as an expansive standard resource designed for utilization within the context of our research endeavors.
DOI: 10.17632/dwkz8kcjxy
title: SOM decomposition across mycorrhizal types

description: This is a dataset on the effects of mycorrhizal type on soil organic carbon decomposition
DOI: 10.17632/dwkz8kcjxy.1
title: SOM decomposition across mycorrhizal types

description: This is a dataset on the effects of mycorrhizal type on soil organic carbon decomposition
DOI: 10.15468/dl.4hqj57
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.28_1",
 "TaxonKey is Aphragmus oxycarpus"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002342-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/rcgr3xwb62
title: Calcium Isotope Fractionation in Plagioclase from Mafic-Ultramafic Rocks: Implications for Magmatic Processes and Planetary Differentiation

description: Here are a total of 10 tables. Table 1 shows the whole-rock major element compositions of the Panzhihua and Xiaohaizi intrusions; Table 2 presents the calcium isotope compositions of the whole-rock, clinopyroxene, and plagioclase in the two intrusions; Table 3 lists the Δ44/40CaPl-cpx values of samples in the two intrusions; Table 4 is the estimated Plagioclase-Melt Ca Fractionation Factors at 1273K; Table 5 is the estimated calcium isotopic composition of residual melts during the solidification of the lunar magma ocean;Table S1 shows the trace element data of clinopyroxene and plagioclase in the two intrusions; and Tables S2 to S5 respectively present the major element compositions of clinopyroxene and plagioclase in the Panzhihua and Xiaohaizi intrusions.
DOI: 10.15468/dl.k3kte5
title: Occurrence Download

description: A dataset containing 355034 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Specimen, Human Observation, Material sample)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Agelaia, Angiopolybia, Apoica, Asteloeca, Brachygastra, Charterginus, Chartergellus, Clypearia, Epipona, Leipomeles, Metapolybia, Nectarinella, Parachartergus, Polybia, Chartergus, Protonectarina, Protopolybia, Pseudopolybia, Synoeca, Mischocyytarus, Polistes, Belonogaster, Parapolybia, Polybioides, Ropalidia)"
 ]
}

 The dataset includes 355034 records from 822 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002329-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/rcgr3xwb62.1
title: Calcium Isotope Fractionation in Plagioclase from Mafic-Ultramafic Rocks: Implications for Magmatic Processes and Planetary Differentiation

description: Here are a total of 10 tables. Table 1 shows the whole-rock major element compositions of the Panzhihua and Xiaohaizi intrusions; Table 2 presents the calcium isotope compositions of the whole-rock, clinopyroxene, and plagioclase in the two intrusions; Table 3 lists the Δ44/40CaPl-cpx values of samples in the two intrusions; Table 4 is the estimated Plagioclase-Melt Ca Fractionation Factors at 1273K; Table 5 is the estimated calcium isotopic composition of residual melts during the solidification of the lunar magma ocean;Table S1 shows the trace element data of clinopyroxene and plagioclase in the two intrusions; and Tables S2 to S5 respectively present the major element compositions of clinopyroxene and plagioclase in the Panzhihua and Xiaohaizi intrusions.
DOI: 10.17632/tts8fzj9nw
title: Time-series InSAR research data in Shijiao Section

description: The content is based on the SARPROZ platform for the process diagrams of PS-InSAR and QPS-InSAR on the Shijiao section, as well as the unprocessed complete experimental results.
DOI: 10.17632/tts8fzj9nw.1
title: Time-series InSAR research data in Shijiao Section

description: The content is based on the SARPROZ platform for the process diagrams of PS-InSAR and QPS-InSAR on the Shijiao section, as well as the unprocessed complete experimental results.
DOI: 10.17632/j9v87b868y
title: Analytical Model of Velocity Distribution and Penetration Characteristics in Water-Level Fluctuation Zone with Vegetation

description: The measured data is from the paper "Analytical Model of Velocity Distribution and Penetration Characteristics in Water-Level Fluctuation Zone with Vegetation"
DOI: 10.17632/j9v87b868y.1
title: Analytical Model of Velocity Distribution and Penetration Characteristics in Water-Level Fluctuation Zone with Vegetation

description: The measured data is from the paper "Analytical Model of Velocity Distribution and Penetration Characteristics in Water-Level Fluctuation Zone with Vegetation"
DOI: 10.17632/p7w9rhmmhz
title: Rare earth elements and hydrological data in the water column in the southwest Indian Ridge

description: Table S1. Field seawater hydrochemistry results 
Table S2. NASS-6 Standard material and duplicate sample test results (values in ng/L)
Table S3. REY concentrations (ng/L) of seawater in the water column in southwest Indian Ridge
Table S4. The results of the temperature, salinity, and density at the two sites
DOI: 10.17632/p7w9rhmmhz.3
title: Rare earth elements and hydrological data in the water column in the southwest Indian Ridge

description: Table S1. Field seawater hydrochemistry results 
Table S2. NASS-6 Standard material and duplicate sample test results (values in ng/L)
Table S3. REY concentrations (ng/L) of seawater in the water column in southwest Indian Ridge
Table S4. The results of the temperature, salinity, and density at the two sites
DOI: 10.17632/3f7bn4hc5j
title: GBLDATA

description: Quantitative and qualitative data gathered from PSTs
DOI: 10.17632/3f7bn4hc5j.1
title: GBLDATA

description: Quantitative and qualitative data gathered from PSTs
DOI: 10.5281/zenodo.17454112
title: Industrial Digital Maturity (I4→I5) — 75 Models, 2020–2024
DOI: 10.5281/zenodo.17454113
title: Industrial Digital Maturity (I4→I5) — 75 Models, 2020–2024
DOI: 10.6084/m9.figshare.28987784
title: Supplementary Tables 1-14

description: Supplementary tables 1-14 for the 2025 publication "Addressing pandemic-wide systematic errors in the SARS-CoV-2 phylogeny".
DOI: 10.6084/m9.figshare.28987784.v1
title: Supplementary Tables S2-15

description: Supplementary tables S2-15 for the 2025 publication "Addressing pandemic-wide systematic errors in the SARS-CoV-2 phylogeny".
DOI: 10.6084/m9.figshare.28987784.v2
title: Supplementary Tables 1-14

description: Supplementary tables 1-14 for the 2025 publication "Addressing pandemic-wide systematic errors in the SARS-CoV-2 phylogeny".
DOI: 10.17026/ar/kewsaa
title: A-23.0425: Winssen, Notaris Stephanus Roesstraat 37 Winssen, Notaris Stephanus Roesstraat 37. Proefsleuvenonderzoek

description: &lt;p&gt;In opdracht van Pieter Oosterhout Buro voor Architectuur heeft BAAC op woensdag 11 oktober 2023 een proefsleuvenonderzoek uitgevoerd aan de Notaris Stephanus Roesstraat 37 te Winssen. Voorafgaand aan dit onderzoek hebben een bureau- (uitgevoerd door Hamaland Advies) en verkennend booronderzoek (uitgevoerd door BAAC) plaatsgevonden. Uit deze onderzoeken is naar voren gekomen dat er twee archeologisch relevante vegetatieniveaus in het plangebied aanwezig moeten zijn die mogelijk archeologische niveaus markeren. Deze zijn tijdens dit proefsleuvenonderzoek ook aangetroffen. De bovenste (aanwezig op ca. 70 cm onder het maaiveld) dateert van de vroege- tot late middeleeuwen. De onderste (aanwezig op ca. 2 m -mv) dateert mogelijk uit de late prehistorie maar aangezien er geen vondsten zijn gedaan die deze datering kunnen ondersteunen, is dit niet te bewijzen. Wel zijn in deze onderste vegetatiehorizont houtskoolresten en brokjes verbrande leem aangetroffen, die een vindplaats in de omgeving doen vermoeden. Er zijn echter geen sporen aangetroffen in het plangebied, waardoor er niet gesproken kan worden van een vindplaats. Omdat er geen vindplaats is aangetroffen tijdens het onderzoek, wordt geadviseerd om het plangebied archeologisch vrij te geven voor verdere graafwerkzaamheden.&lt;/p&gt;
DOI: 10.15468/dl.g3yvvn
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.28_1",
 "TaxonKey is Polemonium caeruleum"
 ]
}

 The dataset includes 87 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002344-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jer3zu
title: Occurrence Download

description: A dataset containing 28305844 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "PublishedByGbifRegion is Latin America and the Caribbean"
 ]
}

 The dataset includes 28305844 records from 2441 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005905-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/tjq-cyk-mnz
title: Echimyopodidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v1e-m7n-ak8
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/88z-c0v-w4b
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.zegwuu
title: Occurrence Download

description: A dataset containing 1822 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lissachatina fulica (Bowdich, 1822)",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1822 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086427-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/ms6-daz-qqy
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x7z-eag-ddg
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.29455139.v1
title: Additional file 5 of Dysregulated microRNAs in blood correlate with central nervous system neuropathology of prion disease

description: Additional file 5. Novel significantly dysregulated miRNAs in blood from preclinical scrapie sheep compared with healthy sheep.
DOI: 10.3535/cqc-j7k-a6b
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x7t-w8y-wtt
title: Hydrozetes lacustris (Michael, 1882)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/19m-m0x-znb
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/64p-18z-tjk
title: Macronyssidae Oudemans, 1936

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.29455145.v1
title: Additional file 7 of Dysregulated microRNAs in blood correlate with central nervous system neuropathology of prion disease

description: Additional file 7. Novel significantly dysregulated miRNAs in blood from clinical scrapie sheep compared with healthy sheep.
DOI: 10.3535/hj5-kt1-7yp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4x0-hd0-xlz
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7w4-sdn-8v7
title: Macronyssidae Oudemans, 1936

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.