cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.33bc9d
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Telinga malsara"
 ]
}

 The dataset includes 46 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018006-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s44x2s
title: Occurrence Download

description: A dataset containing 16081 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= -12.166598047573723
 AND decimallatitude &lt;= -8.098015256935714
 AND decimallongitude &gt;= -70.83067653341342
 AND decimallongitude &lt;= -65.25780903919457
 AND GBIF_Within('POLYGON ((-65.257809 -12.166598, -65.257809 -8.098015, -70.830677 -8.098015, -70.830677 -12.166598, -65.257809 -12.166598))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 16081 records were derived from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017998-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxg7ua
title: Occurrence Download

description: A dataset containing 339226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sciurus carolinensis",
 "Continent is Europe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 339226 records from 156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017967-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gnvzax
title: Occurrence Download

description: A dataset containing 4666 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agropyron cristatum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 4666 records from 245 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018009-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r962w6
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudocoladenia fabia"
 ]
}

 The dataset includes 102 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018010-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2z82ft
title: Occurrence Download

description: A dataset containing 432 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parasarpa dudu"
 ]
}

 The dataset includes 432 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018011-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.28129.57444
title: Atlas of Hydro-Morphological Characteristics of the River Sutlej and Active Flood Plains.
DOI: 10.15468/dl.s5sz8e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agropyropsis lolium",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018012-260129131611470/datasets/export for details.
DOI: 10.7910/dvn/wawpjr
title: Replication Data for AI Meets Qualitative Research: A Mixed-Methods Approach to Explaining Semi-Structured Decisions

description: These datasets were generated during Phase 2 (Development) of the exploratory sequential mixed-methods design described in “AI Meets Qualitative Research: A Mixed-Methods Approach to Explaining Semi-Structured Decisions.” They were subsequently used in Phase 3 (Quantitative Analysis) of the study to identify key factors and assess the direction and magnitude of their influence on decision outcomes.

These datasets are intended to be used in conjunction with the Data Analysis Pipeline developed for the same CAIS paper, which is publicly available at https://github.com/arashbarfar/cais-mixed-methods-data-analysis-pipeline/. Together, the datasets and the pipeline enable full replication of the analyses, results, figures, and findings reported in the paper.

For theoretical background, methodological details, and interpretation of results, please refer to the paper “AI Meets Qualitative Research: A Mixed-Methods Approach to Explaining Semi-Structured Decisions.”
DOI: 10.15468/dl.aawqpu
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agrostis hygrometrica",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 63 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018013-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.smavaj
title: Occurrence Download

description: A dataset containing 4451 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= -12.166598047573723
 AND decimallatitude &lt;= -8.098015256935714
 AND decimallongitude &gt;= -65.77134249531245
 AND decimallongitude &lt;= -60.23797757464114
 AND GBIF_Within('POLYGON ((-60.237978 -12.166598, -60.237978 -8.098015, -65.771342 -8.098015, -65.771342 -12.166598, -60.237978 -12.166598))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 4451 records were derived from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018008-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t5dzu5
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agrostopoa woodii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018014-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ytt4xs
title: Occurrence Download

description: A dataset containing 382180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coregonus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 382180 records from 165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017999-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yn5ykv
title: Occurrence Download

description: A dataset containing 590 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parnassius hardwickii"
 ]
}

 The dataset includes 590 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018015-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e3gfct
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alexfloydia repens",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 69 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018016-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16328984
title: Permutation Flow-shop : Taillard and VFR benchmarks best known solutions (updated according to linked report)

description: This dataset completes the report of the same author (Olivier Brunner) that can be viewed at : https://doi.org/10.5281/zenodo.15696776

It is composed of three consistant CSV files -  i.e. with the same columns.

The report abstract is :

This report presents solutions that, as of the date of publication, improve the cost (makespan) for 50 instances of the Permutation Flow-Shop Problem (PFSP) proposed by Eric Taillard or by Eva Vallada, Rubén Ruiz, and Jose M. Framinan. This report may help those who assess the quality of heuristics based on their ability to approach the best-known solutions. Three algorithmic techniques used are also presented: the super-prohibition sieve excluding paths with weights exceeding a given bound, the adaptive compartmental neighborhood with selective 2-closing, and finally the makespan calculation performed using upper-windowed multi-numbers.

The same versioning is used for the report and for the dataset. The dataset was created and starts at version 5 of the report.

Sources 100 & 101 : This dataset reflects an ongoing work. Further updates will be posted until every open instance has been tested.

Source 0 : This dataset is based on the best known solutions sumerized and uploaded by Jan Gmys in feb, 2021. It can be viewed at : https://doi.org/10.5281/zenodo.4542886

Source 50 : It also includes the solutions uploaded by J. A. Alejandro-Soto in july, 2025. It can be viewed at : https://doi.org/10.5281/zenodo.15832204
DOI: 10.5281/zenodo.18514248
title: Permutation Flow-shop : Taillard and VFR benchmarks best known solutions (updated according to linked report)

description: This dataset completes the report of the same author (Olivier Brunner) that can be viewed at : https://doi.org/10.5281/zenodo.15696776

It is composed of three consistant CSV files -  i.e. with the same columns.

The report abstract is :

This report presents solutions that, as of the date of publication, improve the cost (makespan) for 50 instances of the Permutation Flow-Shop Problem (PFSP) proposed by Eric Taillard or by Eva Vallada, Rubén Ruiz, and Jose M. Framinan. This report may help those who assess the quality of heuristics based on their ability to approach the best-known solutions. Three algorithmic techniques used are also presented: the super-prohibition sieve excluding paths with weights exceeding a given bound, the adaptive compartmental neighborhood with selective 2-closing, and finally the makespan calculation performed using upper-windowed multi-numbers.

The same versioning is used for the report and for the dataset. The dataset was created and starts at version 5 of the report.

Sources 100 & 101 : This dataset reflects an ongoing work. Further updates will be posted until every open instance has been tested.

Source 0 : This dataset is based on the best known solutions sumerized and uploaded by Jan Gmys in feb, 2021. It can be viewed at : https://doi.org/10.5281/zenodo.4542886

Source 50 : It also includes the solutions uploaded by J. A. Alejandro-Soto in july, 2025. It can be viewed at : https://doi.org/10.5281/zenodo.15832204
DOI: 10.15468/dl.pe8v7m
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alloeochaete gracillima",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018019-260129131611470/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.31287364
title: Supplementary Material for: Risk of Malignancy in the Milan System for Reporting Salivary Gland Categories in Pediatric Population from distinct countries: A Systematic Review

description: BACKGROUND: The Milan System for Reporting Salivary Gland Cytopathology (MSRSGC) is applied widely in reporting salivary gland cytology in adult population; however, there are limited publications on its application in pediatric population and consequently on risk of malignancy (ROM) for each diagnostic category. The aim of this study is to evaluate the ROM for each diagnostic category in the MSRSGC in pediatric patients from different countries using only three published original studies.
METHODS : FNA of the Pediatric salivary gland lesions were assessed from three different studies: 1) Maleki et al., 2) Satturwar et al., and 3) Wang et al and then classified based on the MSRSGC categories: nondiagnostic, non-neoplastic, atypia of undetermined significance (AUS), benign neoplasm, salivary gland neoplasm of uncertain malignant potential (SUMP), suspicious for malignancy (SM), and malignant. In each study, we reviewed the cases distributed according to the MSRSGC, and recorded the ROM, as well as the available histological follow-up results. 
RESULTS: The cases across the three different cohort studies showed different distributions using the MSRSGC category. The population of Maleki's cohort study had the highest total patients of around 477 cases. Also, it had the highest number of cases diagnosed as non-neoplastic (34.6%). On the other hand, the paper of Satturwar’ s series, had around 32 cases that showed a predominance of benign neoplasms (34.4%). The third research paper by Wang’s cohort had around 104 cases that demonstrated a higher proportion of malignant cases (5.8%) relative to total aspirates. The ROM values were also reviewed for each MSRSGC category and showed different outcomes between those three studies. The ROM of “suspicious for malignancy” and “malignant” categories reached 100% in two cohort studies done by Satturwar’s and Wang’s series versus 60% and 90%, respectively, in Maleki’s paper. Histologic follow-up was available for 49.7% of Maleki’s, 65.6% of Satturwar’ s, and 51.9% of Wang’s cases. The ROM for benign neoplasms was consistently low (&lt;5–6%) across studies, while AUS and SUMP categories showed wide interstudy variability (AUS ROM: 20–100%; SUMP ROM: 31.8–67%). 
CONCLUSIONS: This study of 613 salivary gland FNAs in pediatrics confirms that the MSRSGC is applicable on pediatric population with overall high reproducibility. The ROM was lower in benign neoplasm, while it was 100% in SM and malignant categories. Variations on ROM data are most likely due to sample size differences, and patient population and surgical follow-up.
DOI: 10.6084/m9.figshare.31287364.v1
title: Supplementary Material for: Risk of Malignancy in the Milan System for Reporting Salivary Gland Categories in Pediatric Population from distinct countries: A Systematic Review

description: BACKGROUND: The Milan System for Reporting Salivary Gland Cytopathology (MSRSGC) is applied widely in reporting salivary gland cytology in adult population; however, there are limited publications on its application in pediatric population and consequently on risk of malignancy (ROM) for each diagnostic category. The aim of this study is to evaluate the ROM for each diagnostic category in the MSRSGC in pediatric patients from different countries using only three published original studies.
METHODS : FNA of the Pediatric salivary gland lesions were assessed from three different studies: 1) Maleki et al., 2) Satturwar et al., and 3) Wang et al and then classified based on the MSRSGC categories: nondiagnostic, non-neoplastic, atypia of undetermined significance (AUS), benign neoplasm, salivary gland neoplasm of uncertain malignant potential (SUMP), suspicious for malignancy (SM), and malignant. In each study, we reviewed the cases distributed according to the MSRSGC, and recorded the ROM, as well as the available histological follow-up results. 
RESULTS: The cases across the three different cohort studies showed different distributions using the MSRSGC category. The population of Maleki's cohort study had the highest total patients of around 477 cases. Also, it had the highest number of cases diagnosed as non-neoplastic (34.6%). On the other hand, the paper of Satturwar’ s series, had around 32 cases that showed a predominance of benign neoplasms (34.4%). The third research paper by Wang’s cohort had around 104 cases that demonstrated a higher proportion of malignant cases (5.8%) relative to total aspirates. The ROM values were also reviewed for each MSRSGC category and showed different outcomes between those three studies. The ROM of “suspicious for malignancy” and “malignant” categories reached 100% in two cohort studies done by Satturwar’s and Wang’s series versus 60% and 90%, respectively, in Maleki’s paper. Histologic follow-up was available for 49.7% of Maleki’s, 65.6% of Satturwar’ s, and 51.9% of Wang’s cases. The ROM for benign neoplasms was consistently low (&lt;5–6%) across studies, while AUS and SUMP categories showed wide interstudy variability (AUS ROM: 20–100%; SUMP ROM: 31.8–67%). 
CONCLUSIONS: This study of 613 salivary gland FNAs in pediatrics confirms that the MSRSGC is applicable on pediatric population with overall high reproducibility. The ROM was lower in benign neoplasm, while it was 100% in SM and malignant categories. Variations on ROM data are most likely due to sample size differences, and patient population and surgical follow-up.
DOI: 10.6084/m9.figshare.31287367
title: Supplementary Material for: Dupilumab for Chronic Spontaneous Urticaria with Comorbid Type 2 Inflammatory Conditions: Case Report and Systematic Review of the Literature

description: Abstract
Introduction: Chronic spontaneous urticaria (CSU) is a heterogeneous, Th2-driven condition where standard therapies, including antihistamines and omalizumab, are often insufficient. Dupilumab, an IL-4Rα antagonist approved for several Th2-mediated diseases, has shown efficacy in CSU.
Objective: To present a rare case of CSU coexisting with both asthma and eosinophilic gastroenteritis, successfully treated with dupilumab, highlighting the potential effectiveness and appropriateness of dupilumab in patients with multiple, simultaneous Th2-mediated comorbidities, and to perform a systematic review of the literature.
Methods: A 32-year-old man with refractory CSU, asthma, and eosinophilic gastroenteritis was treated with dupilumab. A systematic literature search of PubMed and Embase was performed to identify any study types reporting treatment of CSU with dupilumab in patients with one or more coexisting Th2-mediated diseases.
Results: The patient achieved complete remission of CSU, asthma, and eosinophilic gastroenteritis with dupilumab, with no reported side effects. The literature review identified eight studies comprising 25 CSU patients, most with coexisting atopic dermatitis or asthma. The majority achieved symptom control of urticaria as well as of the coexisting Th2 diseases, with only one report of mild side effects.
Conclusions: Dupilumab is a suitable therapeutic option in patients with CSU and coexisting Th2-mediated conditions.
DOI: 10.6084/m9.figshare.31287367.v1
title: Supplementary Material for: Dupilumab for Chronic Spontaneous Urticaria with Comorbid Type 2 Inflammatory Conditions: Case Report and Systematic Review of the Literature

description: Abstract
Introduction: Chronic spontaneous urticaria (CSU) is a heterogeneous, Th2-driven condition where standard therapies, including antihistamines and omalizumab, are often insufficient. Dupilumab, an IL-4Rα antagonist approved for several Th2-mediated diseases, has shown efficacy in CSU.
Objective: To present a rare case of CSU coexisting with both asthma and eosinophilic gastroenteritis, successfully treated with dupilumab, highlighting the potential effectiveness and appropriateness of dupilumab in patients with multiple, simultaneous Th2-mediated comorbidities, and to perform a systematic review of the literature.
Methods: A 32-year-old man with refractory CSU, asthma, and eosinophilic gastroenteritis was treated with dupilumab. A systematic literature search of PubMed and Embase was performed to identify any study types reporting treatment of CSU with dupilumab in patients with one or more coexisting Th2-mediated diseases.
Results: The patient achieved complete remission of CSU, asthma, and eosinophilic gastroenteritis with dupilumab, with no reported side effects. The literature review identified eight studies comprising 25 CSU patients, most with coexisting atopic dermatitis or asthma. The majority achieved symptom control of urticaria as well as of the coexisting Th2 diseases, with only one report of mild side effects.
Conclusions: Dupilumab is a suitable therapeutic option in patients with CSU and coexisting Th2-mediated conditions.