cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.6xfbcx
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((142.719072 -36.977612, 142.719072 -36.979858, 142.705597 -36.979858, 142.705597 -36.982104, 142.707843 -36.982104, 142.707843 -36.98435, 142.703351 -36.98435, 142.703351 -36.982104, 142.692122 -36.982104, 142.692122 -36.979858, 142.68763 -36.979858, 142.68763 -36.993333, 142.698859 -36.993333, 142.698859 -37.00007, 142.701105 -37.00007, 142.701105 -37.002316, 142.703351 -37.002316, 142.703351 -37.00007, 142.707843 -37.00007, 142.707843 -36.997825, 142.71458 -36.997825, 142.71458 -36.993333, 142.705597 -36.993333, 142.705597 -36.991087, 142.710088 -36.991087, 142.710088 -36.982104, 142.723563 -36.982104, 142.723563 -36.98435, 142.7303 -36.98435, 142.7303 -36.986596, 142.732546 -36.986596, 142.732546 -36.977612, 142.719072 -36.977612), (142.692122 -36.988841, 142.703351 -36.988841, 142.703351 -36.991087, 142.692122 -36.991087, 142.692122 -36.988841)), ((142.732546 -36.986596, 142.732546 -36.991087, 142.739284 -36.991087, 142.739284 -36.988841, 142.741529 -36.988841, 142.741529 -36.991087, 142.746021 -36.991087, 142.746021 -36.98435, 142.741529 -36.98435, 142.741529 -36.986596, 142.732546 -36.986596)), ((142.739284 -36.991087, 142.739284 -36.993333, 142.741529 -36.993333, 142.741529 -36.991087, 142.739284 -36.991087)))"
 ]
}

 The dataset includes 164 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066968-240626123714530/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.26569624.v1
title: Additional file 7 of Proximity labeling reveals a new in vivo network of interactors for the histone demethylase KDM5

description: Additional file 7. Human orthologs of the 87 high confidence KDM5 interactors identified in Drosophila.
DOI: 10.6084/m9.figshare.26569717.v1
title: Additional file 2 of Dose-specific efficacy of adipose-derived mesenchymal stem cells in septic mice

description: Additional file 2: Table S1. Raw read counts of genes for RNA-Seq in PBMCs and liver.
DOI: 10.6084/m9.figshare.26668191
title: Additional file 1 of Epidemiology, risk factors, clinical presentation and complications of late-onset neonatal sepsis among preterm neonates in Cyprus: a prospective case-control study

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.26668191.v1
title: Additional file 1 of Epidemiology, risk factors, clinical presentation and complications of late-onset neonatal sepsis among preterm neonates in Cyprus: a prospective case-control study

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.26569726.v1
title: Additional file 5 of Dose-specific efficacy of adipose-derived mesenchymal stem cells in septic mice

description: Additional file 5: Table S4. List of hub genes in correlated modules in PBMCs.
DOI: 10.15468/dl.ku7dht
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.421155 -32.553388, 148.421155 -32.555634, 148.423401 -32.555634, 148.423401 -32.553388, 148.421155 -32.553388))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066969-240626123714530/datasets/export for details.
DOI: 10.15468/dl.854ddt
title: Occurrence Download

description: A dataset containing 11614 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-180 0, -40 0, -40 80, -180 80, -180 0))",
 "Year 1970-2024",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Bombus terricola Kirby, 1837"
 ]
}

 The dataset includes 11614 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066971-240626123714530/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.26668305.v1
title: Additional file 3 of Patient-specific signaling signatures predict optimal therapeutic combinations for triple negative breast cancer

description: Additional file 3. Tables S1-S8.
DOI: 10.6084/m9.figshare.26668305
title: Additional file 3 of Patient-specific signaling signatures predict optimal therapeutic combinations for triple negative breast cancer

description: Additional file 3. Tables S1-S8.
DOI: 10.6084/m9.figshare.26668308
title: Additional file 1 of Identification of two major QTLs for pod shell thickness in peanut (Arachis hypogaea L.) using BSA-seq analysis

description: Supplementary Material 1. Addition file 1: Supplementary Tables S1-S6.Table S1 The information of the 410 individuals of the F2 population. Table S2 The descriptive statistics of two parents and the 410 individuals of the F2 population. Table S3 The one-way ANOVA of the 410 individuals of the F2 population. Table S4. KASP markers used in this study. Table S5. Genes with SNPs between the two parents in the three candidate regions. Table S6. QTLs identified for pod size-related traits in the 350 individuals of F2 population.
DOI: 10.13140/rg.2.2.36179.09768
title: وسام العضو المتميز في قناة التطوير الذاتي للعام 2021
DOI: 10.13140/rg.2.2.11432.70404
title: Tổng quan các nghiên cứu về chủ đề Truyền miệng điện tử (eWOM) trên Google scholar
DOI: 10.13140/rg.2.2.19611.59680
title: The Impact of Intellectual Capital on Financial Performance of Libyan Commercial Banks Afield study. أُثر رأس المال الفكري على الأَداء المالي للمصارف التجارية الليبية دراسة ميدانية
DOI: 10.13140/rg.2.2.26322.48324
title: Conversion of Conventional Banks to Islamic banking ( Reality and challenges ) A Qualitative Study of the Libyan commercial banks in the Eastern Region. تحوُّل المصارف التقليدية للصيرفة الإسلامية (الواقع والتحدّيات) دراسة نوعية على المصارف التجارية الليبية في المنطقة الشرقية
DOI: 10.5281/zenodo.17046304
title: Underway oceanographic data from Southern Black Sea, December 2022

description: The dataset contains underway oceanographic data collected in Southern Black Sea withing the Turkish EEZ in December 2022 in framework of the R/V Bilim-2 cruise supported by EU-funded BRIDGE-BS project. 

The near-surface (from 2.5 m water depth) underway data were acquired aboard the research vessel R/V Bilim-2 with thermosalinograph SBE 45 MicroTSG (temperature and salinity), fluorometer 10-AU-005-CE of Turner Design (Chl-a and temperature), SeaFET2 Ocean pH sensor, and CONTROS HydroC® CO2 sensor. Raw data from thermosalinograph and fluorometer were merged with GPS data, averaged within 1 min intervals, imported to ODV collection and, upon performing quality control, exported to output file. Raw data from pH and pCO2 sensors were merged with GPS data and exported in CSV format.
DOI: 10.5281/zenodo.17046305
title: Underway oceanographic data from Southern Black Sea, December 2022

description: The dataset contains underway oceanographic data collected in Southern Black Sea withing the Turkish EEZ in December 2022 in framework of the R/V Bilim-2 cruise supported by EU-funded BRIDGE-BS project. 

The near-surface (from 2.5 m water depth) underway data were acquired aboard the research vessel R/V Bilim-2 with thermosalinograph SBE 45 MicroTSG (temperature and salinity), fluorometer 10-AU-005-CE of Turner Design (Chl-a and temperature), SeaFET2 Ocean pH sensor, and CONTROS HydroC® CO2 sensor. Raw data from thermosalinograph and fluorometer were merged with GPS data, averaged within 1 min intervals, imported to ODV collection and, upon performing quality control, exported to output file. Raw data from pH and pCO2 sensors were merged with GPS data and exported in CSV format.
DOI: 10.13140/rg.2.2.11898.00964
title: Cypress International Institute Univ (International Centre For Academic Research, Texas, USA) confers me the honorary degree (Professorship in philosophy of Horticulture) on 28th day of August, 2021...........
DOI: 10.15468/dl.hzfc6n
title: Occurrence Download

description: A dataset containing 9768 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Benin",
 "OccurrenceStatus is Present",
 "TaxonKey is Chromista"
 ]
}

 The dataset includes 9768 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004737-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.me2ru5
title: Occurrence Download

description: A dataset containing 89000 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Vochysiaceae)"
 ]
}

 The dataset includes 89000 records from 567 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020767-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/t77t-hq25
title: NavAgent-Landmark2K

description: we construct the fine-grained landmark dataset for real urban street scenes. and utilize this dataset for fine-tuning. Specifically, based on the GSV dataset\cite{Ali_bey_2022} from Google Street View, we obtain image data with landmark bounding boxes by having annotators outline common landmarks in the urban street view images, while also recording the types of landmarks.
DOI: 10.5281/zenodo.14837025
title: SaferSkin Open Database on Skin Sensitization

description: The SaferSkin Open Database provides open access to curated data for skin sensitization including physical chemical, biological data and data prepared for modelling. We have for example used this data supporting the development of SaferSkin models (e.g., see recently developed Bayesian Network Models in the reference below).

The SaferSkin Database Compound Explorer user notebook application demonstrates interaction with the SaferSkin Open Database through a web interface. The database is openly available as a web service via the EdelweissData cloud solution that was designed for easy and transparent sharing of datasets. This allows users to build web applications or notebooks (like this one) that interact with the database through the web (more specifically through REST API services) independently of selected technologies.

If you need support from us for a local deployment on your infrastructure or a data management, curation or modelling task, please just contact us with your enquiry message on your needs.

SaferSkin Database Compound Explorer Application (Notebook)

https://observablehq.com/@saferworldbydesign/saferskin-database-compound-explorer 

Linked datasets in EdelweissData

a) Identifiers https://edelweissdata.com/dataset/0866d35c-228d-4975-8b5e-f59cd2b32dc9:5?q=%7B%7D 

b) Physical chemical properties https://edelweissdata.com/dataset/88edd7a5-7a58-48f0-8070-5ba2bba222bc:2?q=%7B%7D 

c) Biological data https://edelweissdata.com/dataset/1931a80a-6e3c-47b9-aa59-2939e8774994:3?q=%7B%7D 

d) Modelling dataset https://edelweissdata.com/dataset/97f39e0e-364d-4b2f-b8b5-f9eecb864f44:2?q=%7B%7D

SaferSkin Application comparing models using this database

https://saferworldbydesign.com/saferskin/in-silico/skin-sensitization-app/app/

Reference

Mohoric T, Wilm A, Onken S, Milovich A, Logavoch A, Ankli P, Tagorti G, Kirchmair J, Schepky A, Kühnl J, Najjar A, Hardy B, Ebmeyer J. Increasing Accessibility of Bayesian Network-Based Defined Approaches for Skin Sensitisation Potency Assessment. Toxics. 2024 Sep 12;12(9):666. doi: 10.3390/toxics12090666. PMID: 39330594; PMCID: PMC11435505. https://www.mdpi.com/2305-6304/12/9/666
DOI: 10.5281/zenodo.14837026
title: SaferSkin Open Database on Skin Sensitization

description: The SaferSkin Open Database provides open access to curated data for skin sensitization including physical chemical, biological data and data prepared for modelling. We have for example used this data supporting the development of SaferSkin models (e.g., see recently developed Bayesian Network Models in the reference below).

The SaferSkin Database Compound Explorer user notebook application demonstrates interaction with the SaferSkin Open Database through a web interface. The database is openly available as a web service via the EdelweissData cloud solution that was designed for easy and transparent sharing of datasets. This allows users to build web applications or notebooks (like this one) that interact with the database through the web (more specifically through REST API services) independently of selected technologies.

If you need support from us for a local deployment on your infrastructure or a data management, curation or modelling task, please just contact us with your enquiry message on your needs.

SaferSkin Database Compound Explorer Application (Notebook)

https://observablehq.com/@saferworldbydesign/saferskin-database-compound-explorer 

Linked datasets in EdelweissData

a) Identifiers https://edelweissdata.com/dataset/0866d35c-228d-4975-8b5e-f59cd2b32dc9:5?q=%7B%7D 

b) Physical chemical properties https://edelweissdata.com/dataset/88edd7a5-7a58-48f0-8070-5ba2bba222bc:2?q=%7B%7D 

c) Biological data https://edelweissdata.com/dataset/1931a80a-6e3c-47b9-aa59-2939e8774994:3?q=%7B%7D 

d) Modelling dataset https://edelweissdata.com/dataset/97f39e0e-364d-4b2f-b8b5-f9eecb864f44:2?q=%7B%7D

SaferSkin Application comparing models using this database

https://saferworldbydesign.com/saferskin/in-silico/skin-sensitization-app/app/

Reference

Mohoric T, Wilm A, Onken S, Milovich A, Logavoch A, Ankli P, Tagorti G, Kirchmair J, Schepky A, Kühnl J, Najjar A, Hardy B, Ebmeyer J. Increasing Accessibility of Bayesian Network-Based Defined Approaches for Skin Sensitisation Potency Assessment. Toxics. 2024 Sep 12;12(9):666. doi: 10.3390/toxics12090666. PMID: 39330594; PMCID: PMC11435505. https://www.mdpi.com/2305-6304/12/9/666
DOI: 10.6084/m9.figshare.28375676
title: <b>Big Data </b><b>Multicentre</b><b> Machine Learning for Predicting Lymph Node Metastasis in </b><b>cN0 </b><b>Papillary Thyroid Carcinoma</b>

description: <b>The Data for </b><b>Big Data </b><b>Multicentre</b><b> Machine Learning for Predicting Lymph Node Metastasis in </b><b>cN0 </b><b>Papillary Thyroid Carcinoma</b>
DOI: 10.5281/zenodo.14836946
title: Tectonic Setting Discrimination of Granites: Insights from Machine Learning

description: The training dataset provides a comprehensive and well-structured dataset comprising four distinct tectonic environments of granite. This dataset has been utilized to develop a machine learning (ML) classifier, specifically a random forest (RF) model, to distinguish among four granite tectonic settings: Continental Hotspot, Active Continental Margins, Intraplate Environment, and Continental Rift. For consistency across all datasets, these environments have been encoded with labels 0, 1, 2, and 3, respectively.

The prediction dataset contains trace element data of granites from various regions worldwide. It has been used to make predictions and assess the accuracy of the ML models by applying the previously trained RF model. Additionally, the dataset includes the formation ages of each sample.

The result dataset presents the RF model's classification outcomes for granite samples with previously unknown tectonic settings. The AGE1 results categorize the data into three geological periods—Archaean, Proterozoic, and Phanerozoic—based on the formation age of each tectonic environment. Meanwhile, the AGE2 results further subdivide the data into five geological eras: Archaean, Proterozoic, Paleozoic, Mesozoic, and Cenozoic, according to the predicted formation ages of the respective tectonic environments.
DOI: 10.5281/zenodo.14836947
title: Tectonic Setting Discrimination of Granites: Insights from Machine Learning

description: The training dataset provides a comprehensive and well-structured dataset comprising four distinct tectonic environments of granite. This dataset has been utilized to develop a machine learning (ML) classifier, specifically a random forest (RF) model, to distinguish among four granite tectonic settings: Continental Hotspot, Active Continental Margins, Intraplate Environment, and Continental Rift. For consistency across all datasets, these environments have been encoded with labels 0, 1, 2, and 3, respectively.

The prediction dataset contains trace element data of granites from various regions worldwide. It has been used to make predictions and assess the accuracy of the ML models by applying the previously trained RF model. Additionally, the dataset includes the formation ages of each sample.

The result dataset presents the RF model's classification outcomes for granite samples with previously unknown tectonic settings. The AGE1 results categorize the data into three geological periods—Archaean, Proterozoic, and Phanerozoic—based on the formation age of each tectonic environment. Meanwhile, the AGE2 results further subdivide the data into five geological eras: Archaean, Proterozoic, Paleozoic, Mesozoic, and Cenozoic, according to the predicted formation ages of the respective tectonic environments.
DOI: 10.6084/m9.figshare.28375679
title: DR Analysis

description: This project provides the code used to investigate the relationship between dietary restriction (DR)-related genes and breast cancer risk.
DOI: 10.6084/m9.figshare.28375679.v1
title: DR Analysis

description: This project provides the code used to investigate the relationship between dietary restriction (DR)-related genes and breast cancer risk.
DOI: 10.6084/m9.figshare.28358681
title: <b>Original data and Supplementary materials——Alterations in oral microbiome after CoronaVac vaccination and its relationship with immunogenicity</b>

description: 研究论文“CoronaVac 疫苗接种后口腔微生物组的改变及其与免疫原性的关系”的补充材料
DOI: 10.15468/dl.uvmzba
title: Occurrence Download

description: A dataset containing 259014 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Hydrangeaceae)"
 ]
}

 The dataset includes 259014 records from 1229 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020769-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r4cgs2
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Gopherus morafkai Murphy, Berry, Edwards, Leviton, Lathrop & Riedle, 2011"
 ]
}

 The dataset includes 157 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014875-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jvdddy
title: Occurrence Download

description: A dataset containing 363 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Synchiropus splendidus (Herre, 1927))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 363 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014878-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9nzytx
title: Occurrence Download

description: A dataset containing 17936 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nyctalus noctula (Schreber, 1774)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 17936 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014877-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nq5xrj
title: Occurrence Download

description: A dataset containing 3744 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Metriopelia melanoptera (Molina, 1782)"
 ]
}

 The dataset includes 3744 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014879-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y4k3bf
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Observation.org, Nature data from around the World",
 "TaxonKey is Orcinus orca (Linnaeus, 1758)",
 "Year 2020-2021"
 ]
}

 The dataset includes 40 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014880-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmf3qx
title: Occurrence Download

description: A dataset containing 846 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sarotherodon galilaeus (Linnaeus, 1758))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 846 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014881-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwdr9p
title: Occurrence Download

description: A dataset containing 9195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eptesicus nilssonii (Keyserling & Blasius, 1839)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 9195 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014882-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qen3qu
title: Occurrence Download

description: A dataset containing 5392 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aspidoscelis marmoratus (Baird & Girard, 1852)"
 ]
}

 The dataset includes 5392 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014883-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4smvu4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coccinellidae",
 "StateProvince is USA.46_1"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014885-241107131044228/datasets/export for details.
DOI: 10.15468/dl.ku4bbb
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrocousinsia howardiana (Proctor) Commock & Jestrow"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014884-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.