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

description: A dataset containing 14654 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 {
 "or" : [
 "TaxonKey is Populus alba L.",
 "TaxonKey is Osyris alba L.",
 "TaxonKey is Carex hordeistichos Vill.",
 "TaxonKey is Nepeta ×boissieri Willk.",
 "TaxonKey is Viola langeana Valentine",
 "TaxonKey is Prunus padus L.",
 "TaxonKey is Armeria cantabrica subsp. vasconica (Sennen) Uribe-Ech.",
 "TaxonKey is Littorella uniflora (L.) Asch.",
 "TaxonKey is Rosa sicula",
 "TaxonKey is Pulsatilla alpina subsp. cantabrica M.Laínz",
 "TaxonKey is Solidago virgaurea subsp. macrorhiza (Lange) Nyman",
 "TaxonKey is Pyrus bourgaeana Decne.",
 "TaxonKey is Centaurea citricolor Font Quer",
 "TaxonKey is Crucianella maritima L.",
 "TaxonKey is Euphorbia nevadensis subsp. bolosii Molero & Rovira",
 "TaxonKey is Eriophorum latifolium Hoppe",
 "TaxonKey is Malcolmia littorea (L.) W.T.Aiton",
 "TaxonKey is Teucrium rivas-martinezii Alcaraz, Garre, Mart.Parras & Peinado",
 "TaxonKey is Platycapnos tenuiloba subsp. parallela Lidén",
 "TaxonKey is Thymus praecox subsp. penyalarensis (Pau) Rivas Mart., Fern.Gonz. & Sánchez Mata",
 "TaxonKey is Narcissus mion Schult. & Schult.f.",
 "TaxonKey is Teucrium marum subsp. occidentale Mus, Rosselló & Mayol",
 "TaxonKey is Dactylorhiza sambucina subsp. insularis Sommier, 1962"
 ]
 }
 ]
}

 The dataset includes 14654 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002545-150221044754056/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-43130
title: Claims (GX 10850 - GX 11351), 1986

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1986. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.543xrk
title: Occurrence Download

description: A dataset containing 4840 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scilla siberica Haw.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4840 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002545-150410134957023/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ch5vcx
title: Occurrence Download

description: A dataset containing 361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pectis linifolia L."
 ]
}

 The dataset includes 361 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056709-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.veuh3a
title: Occurrence Download

description: A dataset containing 2530050 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PhylumKey is Annelida",
 "Continent is Europe"
 ]
}

 The dataset includes 2530050 records from 1336 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010871-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-44920
title: Correspondence / memoranda, 1991 May 1 - July 5

description: Collection of various interviews of LAPD police officers - including: Lawrence Tirre, William Hall, Robert Balderrama, Frank Pegueros, and others, 1991 May 1 - July 5. PART OF A SERIES: The series relates to the work product of Sibley & Austin, whose staff contributed to the Commission's probe of excessive force allegations brought against the LAPD. Included in the series are memoranda, witness testimonies, interview summaries, copies of officers' background files, after-action summaries and reports, and notes taken by the firm. Materials relate to four major areas of study undertaken by the firm: the Justice for Janitors labor demonstration of 1990, the jail ward of County/USC Medical Center, Los Angeles city jails, and a review of the LAPD's Background Investigation Unit.
DOI: 10.15468/dl.2wbk5w
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Buxus pubiramea Merr. & Chun"
 ]
}

 The dataset includes 8 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015319-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7tb5ny
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dennstaedtia glauca (Cav.) C.Chr. ex Looser",
 "Country is Chile",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002545-150512124619364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7uvhwj
title: Occurrence Download

description: A dataset containing 13258 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polistes Latreille, 1802",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13258 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002545-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5nl7j
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bramocharax bransfordi Gill, 1877",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-85 9,-85 11,-83 11,-83 9,-85 9))"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002545-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.twx9bk
title: Occurrence Download

description: A dataset containing 1339 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllotis darwini (Waterhouse, 1837)"
 ]
}

 The dataset includes 1339 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054426-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tcc4y4
title: Occurrence Download

description: A dataset containing 670 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Rehderodendron Hu"
 ]
}

 The dataset includes 670 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054428-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h4oon0
title: Occurrence Download

description: A dataset containing 6621 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gypaetus barbatus (Linnaeus, 1758)"
 ]
}

 The dataset includes 6621 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002545-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6r5gmy
title: Occurrence Download

description: A dataset containing 1853589 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taiwan Wild Bird Federation Bird Records Database"
 ]
}

 The dataset includes 1853589 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001057-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dyk2bd
title: Occurrence Download

description: A dataset containing 709 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Living Specimen, Fossil, Occurrence evidence, Material sample)",
 "Country is China",
 "TaxonKey is Ginkgo biloba L."
 ]
}

 The dataset includes 709 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001059-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4973ea
title: Occurrence Download

description: A dataset containing 1502309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((114.73898 18.08899,128.6788 18.08899,128.6788 30.30909,114.73898 30.30909,114.73898 18.08899))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1502309 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001056-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqn3ge
title: Occurrence Download

description: A dataset containing 422702 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ochrophyta",
 "Year 1991-1995"
 ]
}

 The dataset includes 422702 records from 332 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001049-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ufeu26
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bombus trifasciatus Smith, 1852"
 ]
}

 The dataset includes 152 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001062-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/10821332
title: Hacker News Cumulative Data
DOI: 10.15468/dl.2g82qy
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ceroplastes ceriferus (Fabricius, 1798)"
 ]
}

 The dataset's 1 records were derived from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001058-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cpbdx2
title: Occurrence Download

description: A dataset containing 379397 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is 臺灣兩棲類資源調查網 (Taiwan Amphibians Database)"
 ]
}

 The dataset includes 379397 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001060-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bdd2q3
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Türkiye",
 "TaxonKey is Verbascum sinuatum L."
 ]
}

 The dataset includes 107 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001066-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/10821254
title: Blockchain: Green supply chain, less CO2.
DOI: 10.5281/zenodo.14909604
title: Lyme Disease Erythema Migrans Rashes

description: Description:







Lyme Disease Erythema Migrans Rashes, a growing yet underfunded field, impacts over 300,000 people each year. Erythema Migrans (EM), known as the “Bull’s Eye Rash,” is a key early indicator of Lyme Disease. This dataset is aimed at supporting healthcare AI research and improving diagnostic accuracy by providing a comprehensive collection of EM and non-EM rashes, as these conditions are often confused by healthcare professionals.

 







Download Dataset

 









Dataset Utility

This dataset is particularly useful for:



Machine Learning Research: For training and evaluating AI models focused on image recognition for Lyme Disease detection.

Medical Training: For doctors and dermatologists to differentiate between EM rashes and other similar conditions.

Public Health: Raising awareness and educating patients on the identification of Lyme Disease symptoms.


New Additions

The dataset includes an expanded range of metadata, such as:



Time Duration: How long each rash has been present.

Environmental Factors: Potential exposure to Lyme Disease vectors (e.g., geographical data, tick bite history).

Medical History: Details on whether the patient had previous Lyme Disease diagnosis or other conditions.


Additionally, the dataset is enriched with expert commentary, providing insights into:



How EM rash varies with different stages of Lyme Disease.

Typical vs. atypical EM presentations that may confuse diagnosis.


Acknowledgements

The dataset is compiled using web scraping and manual filtering, ensuring the data is accurate, clean, and relevant. Medical professionals have reviewed the data, contributing expert insights to improve its usability for research and diagnosis purposes.

Use Case Suggestions



AI Model Training: Can be used to build or refine AI models for automatic detection of Lyme Disease.

Misdiagnosis Prevention: The inclusion of similar non-EM rashes helps create models that reduce the risk of misdiagnosis by providing comparative datasets.

Medical Research: Provides valuable resources for researching the manifestation of Lyme Disease across diverse populations.


This dataset is sourced from Kaggle.
DOI: 10.5281/zenodo.14909605
title: Lyme Disease Erythema Migrans Rashes

description: Description:







Lyme Disease Erythema Migrans Rashes, a growing yet underfunded field, impacts over 300,000 people each year. Erythema Migrans (EM), known as the “Bull’s Eye Rash,” is a key early indicator of Lyme Disease. This dataset is aimed at supporting healthcare AI research and improving diagnostic accuracy by providing a comprehensive collection of EM and non-EM rashes, as these conditions are often confused by healthcare professionals.

 







Download Dataset

 









Dataset Utility

This dataset is particularly useful for:



Machine Learning Research: For training and evaluating AI models focused on image recognition for Lyme Disease detection.

Medical Training: For doctors and dermatologists to differentiate between EM rashes and other similar conditions.

Public Health: Raising awareness and educating patients on the identification of Lyme Disease symptoms.


New Additions

The dataset includes an expanded range of metadata, such as:



Time Duration: How long each rash has been present.

Environmental Factors: Potential exposure to Lyme Disease vectors (e.g., geographical data, tick bite history).

Medical History: Details on whether the patient had previous Lyme Disease diagnosis or other conditions.


Additionally, the dataset is enriched with expert commentary, providing insights into:



How EM rash varies with different stages of Lyme Disease.

Typical vs. atypical EM presentations that may confuse diagnosis.


Acknowledgements

The dataset is compiled using web scraping and manual filtering, ensuring the data is accurate, clean, and relevant. Medical professionals have reviewed the data, contributing expert insights to improve its usability for research and diagnosis purposes.

Use Case Suggestions



AI Model Training: Can be used to build or refine AI models for automatic detection of Lyme Disease.

Misdiagnosis Prevention: The inclusion of similar non-EM rashes helps create models that reduce the risk of misdiagnosis by providing comparative datasets.

Medical Research: Provides valuable resources for researching the manifestation of Lyme Disease across diverse populations.


This dataset is sourced from Kaggle.
DOI: 10.5281/zenodo.11565619
title: Metabolomic and lipidomic alterations in atopic dermatitis patients with dupilumab-associated ocular surface disease

description: Background

Atopic dermatitis (AD) is an inflammatory skin disease characterized by chronic pruritic eczema with an estimated prevalence of 10% in adults, with 50% suffering moderate to severe manifestations. Dupilumab, an IL-4/IL-13 inhibitor, is approved for treating moderate to severe AD. Dupilumab-associated ocular surface disease (DAOSD) emerges in up to 60% of dupilumab-treated patients, constituting a major AD-specific adverse event. DAOSD pathogenesis has not been fully understood yet. 

Objective

To elucidate metabolic changes occurring after dupilumab treatment in AD patients, particularly focusing on those who develop DAOSD.

Methods

In this prospective single-center cohort study, 20 AD patients underwent dupilumab therapy, with six developing DAOSD. Plasma and serum samples were collected at baseline, 4- and 16-weeks post-treatment initiation, and during the conjunctivitis episode. Additionally, 10 age- and sex-matched healthy controls were sampled solely at baseline. High resolution mass spectrometry was employed for metabolomic and lipidomic analysis of all blood samples. 

Results

Targeted metabolomics and lipidomics identified 138 metabolites and lipids, while untargeted analysis revealed 7931 features in plasma or serum. Multivariate analysis unveiled significant metabolic and lipidic disparities between untreated AD patients and healthy controls, notably in AD patients who later developed DAOSD. The metabolic and lipidic profiles and their associated pathways were significantly influenced by ongoing treatment, with distinct kinetics differing between AD and DAOSD patients. 

Conclusion

Metabolomics and lipidomics analysis further deepen our comprehension of DAOSD pathogenesis. 

 

Financial support:

This project was financially supported by the City of Graz to VP and NW and the Dr. Adele-Rabensteiner Foundation of the Austrian Association of Ophthalmology to NW and by the Austrian Science Fund FWF (W1241) to PW. The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.

No conflicting relationship exists for any author.
DOI: 10.5281/zenodo.11565618
title: Metabolomic and lipidomic alterations in atopic dermatitis patients with dupilumab-associated ocular surface disease

description: Background

Atopic dermatitis (AD) is an inflammatory skin disease characterized by chronic pruritic eczema with an estimated prevalence of 10% in adults, with 50% suffering moderate to severe manifestations. Dupilumab, an IL-4/IL-13 inhibitor, is approved for treating moderate to severe AD. Dupilumab-associated ocular surface disease (DAOSD) emerges in up to 60% of dupilumab-treated patients, constituting a major AD-specific adverse event. DAOSD pathogenesis has not been fully understood yet. 

Objective

To elucidate metabolic changes occurring after dupilumab treatment in AD patients, particularly focusing on those who develop DAOSD.

Methods

In this prospective single-center cohort study, 20 AD patients underwent dupilumab therapy, with six developing DAOSD. Plasma and serum samples were collected at baseline, 4- and 16-weeks post-treatment initiation, and during the conjunctivitis episode. Additionally, 10 age- and sex-matched healthy controls were sampled solely at baseline. High resolution mass spectrometry was employed for metabolomic and lipidomic analysis of all blood samples. 

Results

Targeted metabolomics and lipidomics identified 138 metabolites and lipids, while untargeted analysis revealed 7931 features in plasma or serum. Multivariate analysis unveiled significant metabolic and lipidic disparities between untreated AD patients and healthy controls, notably in AD patients who later developed DAOSD. The metabolic and lipidic profiles and their associated pathways were significantly influenced by ongoing treatment, with distinct kinetics differing between AD and DAOSD patients. 

Conclusion

Metabolomics and lipidomics analysis further deepen our comprehension of DAOSD pathogenesis. 

 

Financial support:

This project was financially supported by the City of Graz to VP and NW and the Dr. Adele-Rabensteiner Foundation of the Austrian Association of Ophthalmology to NW and by the Austrian Science Fund FWF (W1241) to PW. The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.

No conflicting relationship exists for any author.
DOI: 10.5281/zenodo.14909633
title: THE IMPORTANCE OF CHILD NUTRITION IN DEVELOPMENT: A STATISTICAL ANALYSIS
DOI: 10.5281/zenodo.14909634
title: THE IMPORTANCE OF CHILD NUTRITION IN DEVELOPMENT: A STATISTICAL ANALYSIS
DOI: 10.5281/zenodo.13766841
title: Effect of the overexpression of the GGP1 gene on cell wall remodelling and redox state in the tomato fruit

description:  

The deposited data were collected as a part of the studies entitled ‘Effect of the overexpression of the GGP1 gene on cell wall remodelling and redox state in the tomato fruit’.

The research is the result of cooperation between institutions: 



Group for Plant Molecular Biology, Institute of Molecular Genetics and Genetic Engineering (IMGGE) at the University of Belgrade (Serbia),

Institute of Agrophysics, Polish Academy of Sciences (Poland),

Department of Pharmaceutical Sciences, at the Aristotle University of Thessaloniki (Greece).


The use of advanced microscopic techniques (immunolabeling method), methods of molecular biology (Western blotting), and biochemistry (HPLC, measurement of enzyme activities) allows for expanding knowledge in the field of plant cell physiology and horticulture. 

 The attached files have been compressed to *.zip format. The dataset consists of the following files:

A_1_Antioxidant enzymes activities

A_2_CLSM imaging

A_3_Native polyacrylamide electrophoresis of antioxidant enzymes

A_4_Phenolic components in the fruit tissue

A_5_Western Blotting with quantitative analysis