cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.s6u7ys
title: Occurrence Download

description: A dataset containing 874 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Cyanerpes cyaneus)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 874 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024474-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16759085
title: Gynaecology Loan

description: TLC offers professional financial support through gynaecology loan solutions, helping women access essential health treatments without delay. With flexible repayment options and a patient-first approach, TLC aims to remove financial barriers in women's healthcare. This informative guide explains how a gynaecology loan can ease the burden of medical expenses and empower timely care decisions. Trust TLC to support your health journey with compassion, transparency, and financial ease.
DOI: 10.5281/zenodo.16759086
title: Gynaecology Loan

description: TLC offers professional financial support through gynaecology loan solutions, helping women access essential health treatments without delay. With flexible repayment options and a patient-first approach, TLC aims to remove financial barriers in women's healthcare. This informative guide explains how a gynaecology loan can ease the burden of medical expenses and empower timely care decisions. Trust TLC to support your health journey with compassion, transparency, and financial ease.
DOI: 10.15468/dl.e9x6jm
title: Occurrence Download

description: A dataset containing 66958 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pternistis capensis)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 66958 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024445-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.74mt7e
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mylochromis incola)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024478-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2n5veu
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinolophus perniger",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024479-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d73t6g
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lophura nycthemera",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024477-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wcbkfq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Cyanerpes cyaneus)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024475-250802193616735/datasets/export for details.
DOI: 10.15468/dl.e24xnz
title: Occurrence Download

description: A dataset containing 1410 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pternistis icterorhynchus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 1410 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024480-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16745980
title: Dataset: Assortativity in Geometric and Scale-Free Networks

description: Data for the paper Marc Kaufmann, Ulysse Schaller, Thomas Bläsius, Johannes Lengler: Assortativity in Geometric and Scale-Free Networks. (arxiv.org/abs/2508.04608)

The following data is contained:



real_world_networks.zip: A collection of 34 real-world networks (also available on Konect)

generated_networks.zip: The networks we generated (CL and GIRG). This contains > 1900 networks (> 4GB) that can be generated in about 10min. We recommend to follow the instructions in the code repository on how to generate the files instead of downloading them.

output_data.zip: The stats we computed for the networks (real-world and generated).


The code to run the experiments can be found here: github.com/thobl/assortativity

And here: zenodo.org/records/16746826
DOI: 10.5281/zenodo.16745979
title: Dataset: Assortativity in Geometric and Scale-Free Networks

description: Data for the paper Marc Kaufmann, Ulysse Schaller, Thomas Bläsius, Johannes Lengler: Assortativity in Geometric and Scale-Free Networks. (arxiv.org/abs/2508.04608)

The following data is contained:



real_world_networks.zip: A collection of 34 real-world networks (also available on Konect)

generated_networks.zip: The networks we generated (CL and GIRG). This contains > 1900 networks (> 4GB) that can be generated in about 10min. We recommend to follow the instructions in the code repository on how to generate the files instead of downloading them.

output_data.zip: The stats we computed for the networks (real-world and generated).


The code to run the experiments can be found here: github.com/thobl/assortativity

And here: zenodo.org/records/16746826
DOI: 10.5281/zenodo.14999395
title: Processed Data for: Shape Space Explorer: Analysis of morphological transitions in migrating cells using similarity-based shape space mapping

description: Both experiment 1 and 3 zip files contain MATLAB Data files:



Bigcellarrayandindex.mat

BigCellDataStruct.mat

CellShapeData.mat

CellShapeData_med.mat

CellShapeData_slim.mat

Morphframe.mat


Bigcellarrayandindex.mat and BigCellDataStruct.mat contain the cell contours resulting from semi-automated image segmentation.

CellShapeData.mat contains the results of the shape manifold embedding. CellShapeData_med.mat and CellShapeData_slim.mat contain subsets of the CellShapeData.mat to improve data load times for subsequent anaysis.

Morphframe.mat contains the region properties of the cell contours.

Experiment 3 contains the results from untreated RPE cells. Experiment 1 contains results from siKif1C RPE cells (stacks 1-45) and siControl RPE cells (stacks 46-88).
DOI: 10.5281/zenodo.14999396
title: Processed Data for: Shape Space Explorer: Analysis of morphological transitions in migrating cells using similarity-based shape space mapping

description: Both experiment 1 and 3 zip files contain MATLAB Data files:



Bigcellarrayandindex.mat

BigCellDataStruct.mat

CellShapeData.mat

CellShapeData_med.mat

CellShapeData_slim.mat

Morphframe.mat


Bigcellarrayandindex.mat and BigCellDataStruct.mat contain the cell contours resulting from semi-automated image segmentation.

CellShapeData.mat contains the results of the shape manifold embedding. CellShapeData_med.mat and CellShapeData_slim.mat contain subsets of the CellShapeData.mat to improve data load times for subsequent anaysis.

Morphframe.mat contains the region properties of the cell contours.

Experiment 3 contains the results from untreated RPE cells. Experiment 1 contains results from siKif1C RPE cells (stacks 1-45) and siControl RPE cells (stacks 46-88).
DOI: 10.34740/kaggle/dsv/12698764
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.pkyags
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lophura nycthemera",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024481-250802193616735/datasets/export for details.
DOI: 10.5281/zenodo.16759096
title: IKOA-SVM
DOI: 10.5281/zenodo.16759097
title: IKOA-SVM
DOI: 10.15468/dl.7ue4sd
title: Occurrence Download

description: A dataset containing 4301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pternistis hildebrandti)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 4301 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024482-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d29qxh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Cyanerpes cyaneus)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024485-250802193616735/datasets/export for details.
DOI: 10.15468/dl.uz426b
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lophura nycthemera",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024483-250802193616735/datasets/export for details.
DOI: 10.17028/rd.lboro.29605925
title: Respiratory short-chain fatty acids (SCFA) data to evaluate breath condensate as surrogate measurements for systemic levels and comparison with alternative respiratory sample matrices

description: Raw SCFA data to support the article "Evaluating short-chain fatty acids in breath condensate as surrogate measurements for systemic levels and comparison with alternative respiratory sample matrices" (submitted for publication)Article abstract<b>Background: </b>Short-chain fatty acids (SCFAs) are metabolic by-products from microbial fermentation of complex carbohydrates and protein. They have gained clinical interest for their protective effects, including within the lung microenvironment. SCFAs are detectable in circulation and exhaled breath condensate (EBC), posing questions as to whether exhaled SCFAs originate from the gut and/or lung microbiota. Mapping SCFAs from the lung could improve our understanding on microbial activity in respiratory conditions.<b>Methods: </b>SCFA measurements in EBC were evaluated using a validated gas chromatography-mass spectrometry assay. Six healthy participants ingested sodium acetate, calcium propionate, and sodium butyrate to acutely increase circulating SCFAs. EBC samples were collected alongside venous draws, with circulating and exhaled levels compared. A series of additional respiratory sample matrices from patient samples were investigated to gain novel insights into SCFAs within different respiratory biofluids.<b>Results: </b>Serum<b> </b>SCFAs were increased in-line with known responses. However, these increases were not observed in EBC, indicating a lack of correlation between circulating and exhaled SCFAs. SCFAs were detected in all additional respiratory biosamples, with EBC and sputum reporting the highest concentrations. Interestingly, branched-chain moieties were notably abundant in sputum, indicating the potential for their local production by bacterial fermentation of lung mucus proteins.<b>Conclusions: </b>SCFAs in EBC do not reflect circulatory levels and, therefore, are not a suitable surrogate measurement to inform on systemic load. These data suggest that exhaled SCFAs are potentially derived from lung microbial metabolism, supporting the need for further investigation into SCFA production, function, and diagnostic utility in respiratory health.
DOI: 10.17028/rd.lboro.29605925.v1
title: Respiratory short-chain fatty acids (SCFA) data to evaluate breath condensate as surrogate measurements for systemic levels and comparison with alternative respiratory sample matrices

description: Raw SCFA data to support the article "Evaluating short-chain fatty acids in breath condensate as surrogate measurements for systemic levels and comparison with alternative respiratory sample matrices" (submitted for publication)Article abstract<b>Background: </b>Short-chain fatty acids (SCFAs) are metabolic by-products from microbial fermentation of complex carbohydrates and protein. They have gained clinical interest for their protective effects, including within the lung microenvironment. SCFAs are detectable in circulation and exhaled breath condensate (EBC), posing questions as to whether exhaled SCFAs originate from the gut and/or lung microbiota. Mapping SCFAs from the lung could improve our understanding on microbial activity in respiratory conditions.<b>Methods: </b>SCFA measurements in EBC were evaluated using a validated gas chromatography-mass spectrometry assay. Six healthy participants ingested sodium acetate, calcium propionate, and sodium butyrate to acutely increase circulating SCFAs. EBC samples were collected alongside venous draws, with circulating and exhaled levels compared. A series of additional respiratory sample matrices from patient samples were investigated to gain novel insights into SCFAs within different respiratory biofluids.<b>Results: </b>Serum<b> </b>SCFAs were increased in-line with known responses. However, these increases were not observed in EBC, indicating a lack of correlation between circulating and exhaled SCFAs. SCFAs were detected in all additional respiratory biosamples, with EBC and sputum reporting the highest concentrations. Interestingly, branched-chain moieties were notably abundant in sputum, indicating the potential for their local production by bacterial fermentation of lung mucus proteins.<b>Conclusions: </b>SCFAs in EBC do not reflect circulatory levels and, therefore, are not a suitable surrogate measurement to inform on systemic load. These data suggest that exhaled SCFAs are potentially derived from lung microbial metabolism, supporting the need for further investigation into SCFA production, function, and diagnostic utility in respiratory health.
DOI: 10.15468/dl.gwk8mz
title: Occurrence Download

description: A dataset containing 533 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((38.74365 19.48389,95.33642 19.48389,95.33642 42.11131,38.74365 42.11131,38.74365 19.48389))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eremias persica"
 ]
}

 The dataset includes 533 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024484-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52hzc5
title: Occurrence Download

description: A dataset containing 931 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pternistis jacksoni)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 931 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024486-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ssttwu
title: Occurrence Download

description: A dataset containing 32940 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is NZ Department of Conservation Weeds Observation Data 1983 - 2023"
 ]
}

 The dataset includes 32940 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024487-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x8n9ry
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Cyanerpes cyaneus)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024488-250802193616735/datasets/export for details.
DOI: 10.15468/dl.kyzy7r
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pantanodon stuhlmanni)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024489-250802193616735/datasets/export for details.
DOI: 10.15468/dl.x488j2
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Randia rostrata"
 ]
}

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024490-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ytm3gc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinolophus shortridgei",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024491-250802193616735/datasets/export for details.
DOI: 10.15468/dl.eds6vc
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lophura nycthemera",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024492-250802193616735/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.29850482.v1
title: 研究数据

description: 杜仲 （EUO） 是一种有价值的滋补植物，以其多种药理作用而闻名。环境中的生物和非生物因子通过影响EUO的活性含量和有效组成，对EUO的质量产生显著影响，而这些因素的负面影响不利于EUO的高附加值利用。针对这一问题，本研究系统调查了中国陕西省关中平原（杨凌区）、黄土高原（绥德县）和北风吹沙区（渔阳区）3个主要产区的EUO。其目的是分析它们在光合特性、次生代谢产物和土壤微生物中对时空动力学的响应。
DOI: 10.15468/dl.5kknca
title: Occurrence Download

description: A dataset containing 564 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Delphinus delphis ponticus"
 ]
}

 The dataset includes 564 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024493-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/5577
title: Oxazolidinones
DOI: 10.17632/vg348fsrfd
title: dataset_zh
DOI: 10.15468/dl.9khrqx
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Fulica armillata)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080937-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/vg348fsrfd.1
title: dataset_zh