cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.tu9w2h
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-83.1167580000000044 42.4086025000000006, -83.1167580000000044 42.4094146400000014, -83.1167580000000044 42.4104766600000005, -83.1167580000000044 42.4111638500000012, -83.1167580000000044 42.4121633999999972, -83.1167580000000044 42.4135377899999995, -83.1167580000000044 42.4148496999999978, -83.1151988499999987 42.4148496999999978, -83.1141387100000060 42.4148496999999978, -83.1131409300000001 42.4148496999999978, -83.1120807799999994 42.4148496999999978, -83.1108335499999953 42.4148496999999978, -83.1095239600000042 42.4148496999999978, -83.1075907599999937 42.4148496999999978, -83.1060940800000054 42.4148496999999978, -83.1047221299999990 42.4148496999999978, -83.1038490699999954 42.4148496999999978, -83.1022276700000049 42.4148496999999978, -83.1013544999999993 42.4148496999999978, -83.1013544999999993 42.4141000400000010, -83.1013544999999993 42.4129130700000019, -83.1013544999999993 42.4118510400000019, -83.1013544999999993 42.4103517200000013, -83.1013544999999993 42.4096645199999998, -83.1013544999999993 42.4086025000000006, -83.1032254499999965 42.4086025000000006, -83.1044726800000007 42.4086025000000006, -83.1052833800000030 42.4086025000000006, -83.1070294999999959 42.4086025000000006, -83.1082767300000000 42.4086025000000006, -83.1091497900000036 42.4086025000000006, -83.1105217399999958 42.4086025000000006, -83.1120807799999994 42.4086025000000006, -83.1135150900000070 42.4086025000000006, -83.1151988499999987 42.4086025000000006, -83.1167580000000044 42.4086025000000006))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098504-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.454t7p
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Caracterización del caracol pala Lobatus gigas de la Isla Cayo Serranilla durante la Expedición Seaflower 2017 - Proyecto Colombia BIO"
 ]
}

 The dataset includes 65 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016513-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.38tdvv
title: Occurrence Download

description: A dataset containing 101418 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myoxocephalus octodecemspinosus (Mitchill, 1814)"
 ]
}

 The dataset includes 101418 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033499-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c8qpyk
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-78.4257774000000012 40.4963520000000017, -78.4257774000000012 40.5000159800000006, -78.4257774000000012 40.5023059700000019, -78.4257774000000012 40.5058172900000031, -78.4257774000000012 40.5094812800000028, -78.4257774000000012 40.5116185999999985, -78.4231826200000057 40.5116185999999985, -78.4207404999999937 40.5116185999999985, -78.4173825900000026 40.5116185999999985, -78.4132615200000060 40.5116185999999985, -78.4095983499999960 40.5116185999999985, -78.4071562000000029 40.5116185999999985, -78.4071562000000029 40.5079546199999996, -78.4071562000000029 40.5064279600000035, -78.4071562000000029 40.5039852999999965, -78.4071562000000029 40.5026113099999989, -78.4071562000000029 40.5000159800000006, -78.4071562000000029 40.4963520000000017, -78.4102088799999990 40.4963520000000017, -78.4123457299999984 40.4963520000000017, -78.4149404799999985 40.4963520000000017, -78.4184510200000062 40.4963520000000017, -78.4228773499999932 40.4963520000000017, -78.4257774000000012 40.4963520000000017))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 106 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098521-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5x88w7
title: Occurrence Download

description: A dataset containing 14630 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gentiana clusii E.P.Perrier & Songeon",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14630 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033472-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qpw6rj
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anelytropsis papillosus Cope, 1885",
 "Year 1952-2022"
 ]
}

 The dataset includes 28 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033535-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r277t7
title: Occurrence Download

description: A dataset containing 145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Patagonotothen guntheri (Norman, 1937)"
 ]
}

 The dataset includes 145 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098509-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p5utgf
title: Occurrence Download

description: A dataset containing 542 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atrina seminuda (Lamarck, 1819)"
 ]
}

 The dataset includes 542 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104448-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x62zd5
title: Occurrence Download

description: A dataset containing 76888 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geranium pratense L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 76888 records from 547 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033534-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26275/vrx9-2arq
title: Neuroimaging experiments in human colon myenteric plexus

description: Ultrafast voltage-sensitive dye imaging of human myenteric plexus neurons responding to nicotine, serotonin, and electrical stimulation.
DOI: 10.15468/dl.qrskwg
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Magnolia wilsonii)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 91 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006821-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16741719
title: Data Set used for the manuscript titled "Effects of Symmetry on Coupled Rotary Molecular Motors" by S.iranbakhsh and D. A. Sivak

description: Data used in the manuscript.

Guide:

used in creating Fig 2, 3, 5, S5, S9 and partially Fig S2, S3: pfe_set1, pfe_set2

used in creating Fig 4: pfe_scaling_different_barriers

used in creating Fig S2: constant_P1_vs_force_S2

used in creating Fig S3: constant_n1_3_n1_5_n1_7_S3

used in creating Fig S4: pfe_scaling_different_barriers

used in creating Fig S6: constant_raw_data_S6

 

Analization Guide:

pfe file columns represent the following:

| Column # | Variable                      | Description                                                      ||----------|-------------------------------|------------------------------------------------------------------|| 1        | `p_now[i, j]`                 | Steady-state probability at grid position (i, j) at current time || 2        | `p_equil[i, j]`               | Equilibrium probability at grid position (i, j)                  || 3        | `potential_at_pos[i, j]`      | Potential energy value at grid position (i, j)                   || 4        | `drift_at_pos[0, i, j]`       | x-component of drift vector at (i, j)                            || 5        | `drift_at_pos[1, i, j]`       | y-component of drift vector at (i, j)                            || 6        | `diffusion_at_pos[0, i, j]`   | Diffusion tensor component Dₓₓ at (i, j)                         || 7        | `diffusion_at_pos[1, i, j]`   | Diffusion tensor component Dₓᵧ at (i, j)                         || 8        | `diffusion_at_pos[2, i, j]`   | Diffusion tensor component Dᵧₓ at (i, j)                         || 9        | `diffusion_at_pos[3, i, j]`   | Diffusion tensor component Dᵧᵧ at (i, j)                         |
DOI: 10.5281/zenodo.17316573
title: Data Set used for the manuscript titled "Effects of Symmetry on Coupled Rotary Molecular Motors" by S.iranbakhsh and D. A. Sivak

description: Data used in the manuscript.

Guide:

used in creating Fig 2, 3, 5, S5, S9 and partially Fig S2, S3: pfe_set1, pfe_set2

used in creating Fig 4: pfe_scaling_different_barriers

used in creating Fig S2: constant_P1_vs_force_S2

used in creating Fig S3: constant_n1_3_n1_5_n1_7_S3

used in creating Fig S4: pfe_scaling_different_barriers

used in creating Fig S6: constant_raw_data_S6

 

Analization Guide:

pfe file columns represent the following:

| Column # | Variable                      | Description                                                      ||----------|-------------------------------|------------------------------------------------------------------|| 1        | `p_now[i, j]`                 | Steady-state probability at grid position (i, j) at current time || 2        | `p_equil[i, j]`               | Equilibrium probability at grid position (i, j)                  || 3        | `potential_at_pos[i, j]`      | Potential energy value at grid position (i, j)                   || 4        | `drift_at_pos[0, i, j]`       | x-component of drift vector at (i, j)                            || 5        | `drift_at_pos[1, i, j]`       | y-component of drift vector at (i, j)                            || 6        | `diffusion_at_pos[0, i, j]`   | Diffusion tensor component Dₓₓ at (i, j)                         || 7        | `diffusion_at_pos[1, i, j]`   | Diffusion tensor component Dₓᵧ at (i, j)                         || 8        | `diffusion_at_pos[2, i, j]`   | Diffusion tensor component Dᵧₓ at (i, j)                         || 9        | `diffusion_at_pos[3, i, j]`   | Diffusion tensor component Dᵧᵧ at (i, j)                         |
DOI: 10.15468/dl.2xdw8j
title: Occurrence Download

description: A dataset containing 2414 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sciurus carolinensis",
 "HasCoordinate is true",
 "Country is Ireland"
 ]
}

 The dataset includes 2414 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006823-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bbttbs
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ageratina adenophora (Spreng.) R.M.King & H.Rob."
 ]
}

 The dataset includes 53 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055461-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qfsfar
title: Occurrence Download

description: A dataset containing 54790 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zoopagomycota"
 ]
}

 The dataset includes 54790 records from 259 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055460-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmxhsk
title: Occurrence Download

description: A dataset containing 235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sanguirana mearnsi (Stejneger, 1905)",
 "Year 1950-2025"
 ]
}

 The dataset includes 235 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055462-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gce6hz
title: Occurrence Download

description: A dataset containing 305 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Bolivia (Plurinational State of), Peru, Argentina, Chile)",
 "DatasetKey is one of (MSB Mammal Collection (Arctos), MVZ Mammal Collection (Arctos), Field Museum of Natural History (Zoology) Mammal Collection, AMNH Mammal Collections, Museo Argentino de Ciencias Naturales \"Bernardino Rivadavia\" (MACN). Mammalogy National Collection (MACNMa), Tissues Specimens, Mammals Specimens, California State University, Long Beach Mammal specimens (Arctos), KUBI Mammalogy Collection, Estudio Diagnóstico Levantamiento Biodiversidad Región Arica y Parinacota 2013)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is one of (939ed180-aa7b-11db-8edf-b8a03c50a862, b554c320-0560-11d8-b851-b8a03c50a862, 2e4af590-37d0-11d9-8439-b8a03c50a862, ccd1ddc0-6c21-11de-8224-b8a03c50a862, 8edbbde0-055e-11d8-b850-b8a03c50a862, 7b8aff00-a9f8-11d8-944b-b8a03c50a862, 609765e0-4ce8-11db-b80e-b8a03c50a862, a26fb77a-67a4-4a15-b2c3-0c7b87ddb8e6)",
 "TaxonKey is Calomys lepidus (Thomas, 1884)"
 ]
}

 The dataset includes 305 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055463-241126133413365/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.27717891
title: the graphical pan-genome information of Takifugu

description: We provide the graphical pan-genome information of Takifugu. The genome folder contains the genome sequence of Takifugu, the gff folder stores the gene annotation information of Takifugu, and the graph_genome folder contains the graphical pan-genome sequence.
DOI: 10.6084/m9.figshare.27717891.v1
title: the graphical pan-genome information of Takifugu

description: We provide the graphical pan-genome information of Takifugu. The genome folder contains the genome sequence of Takifugu, the gff folder stores the gene annotation information of Takifugu, and the graph_genome folder contains the graphical pan-genome sequence.
DOI: 10.15468/dl.scjrtz
title: Occurrence Download

description: A dataset containing 12197232 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Ecuador"
 ]
}

 The dataset includes 12197232 records from 1958 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055450-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sur3zf
title: Occurrence Download

description: A dataset containing 321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ARG.6_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cariama cristata"
 ]
}

 The dataset includes 321 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062403-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tpb7fu
title: Occurrence Download

description: A dataset containing 109418 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Fiji",
 "DatasetKey is EOD – eBird Observation Dataset"
 ]
}

 The dataset includes 109418 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062368-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfreq8
title: Occurrence Download

description: A dataset containing 41158 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is UAM Bird Collection (Arctos)"
 ]
}

 The dataset includes 41158 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062402-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xmhndn
title: Occurrence Download

description: A dataset containing 417 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sousa chinensis"
 ]
}

 The dataset includes 417 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005700-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/42000
title: Chandra X-ray Observatory ObsId 42000
DOI: 10.5281/zenodo.17469957
title: OA vs NOA Citation Ratios

description: Automated monthly plot of citation ratios using OpenAlex data. This includes a PDF visualization and supporting CSV generated from OpenAlex (CC0) data.
description: Generated via GitHub Actions. Source code and workflow available at: https://github.com/StFroese/oa-nooa-plot
DOI: 10.5281/zenodo.15814720
title: OA vs NOA Citation Ratios

description: Automated monthly plot of citation ratios using OpenAlex data. This includes a PDF visualization and supporting CSV generated from OpenAlex (CC0) data.
description: Generated via GitHub Actions. Source code and workflow available at: https://github.com/StFroese/oa-nooa-plot
DOI: 10.6084/m9.figshare.30472508
title: ecogstn decoding demo dataset

description: Here you can find the demo datasets to run the demo code in https://github.com/zixiao-yin/ECoGSTNDecoding?tab=readme-ov-file
DOI: 10.6084/m9.figshare.30472508.v1
title: ecogstn decoding demo dataset

description: Here you can find the demo datasets to run the demo code in https://github.com/zixiao-yin/ECoGSTNDecoding?tab=readme-ov-file
DOI: 10.6084/m9.figshare.29859122.v1
title: Anaesthetist Rostering Synthetic Dataset: Multi-Constraint Healthcare Staff Scheduling Benchmark

description: Dataset DescriptionThis synthetic dataset generator creates realistic test instances for the anaesthetist rostering problem in hospital settings. The dataset is designed for benchmarking optimisation algorithms and includes:Key Features:<b>3 Dataset Sizes</b>: Small (20), Medium (50), and Large (100) anaesthetists<b>11 Hard Constraints</b>: Based on real hospital requirements<b>10 Soft Constraints</b>: For solution quality measurement<b>3 Months of Data</b>: 28 days per month (84 days total)<b>17 Hospital Locations</b>: 7 monthly + 10 weekly roster locations<b>10 Request Types</b>: Including leave, training, and special dutiesSpecial Characteristics:SICU special staffing rule (2 anaesthetists when CICU active)Weekend/holiday pairing requirementsWorkload distribution tracking across monthsPrevious month continuity assignmentsLocation combination constraintsFile Structure:Each dataset size contains:22 CSV files per month × 3 months = 66 filesStatistical analysis results (analysis.json)Quality assurance metrics Complete documentationResearch Applications:Algorithm benchmarkingConstraint satisfaction research Healthcare optimisation studiesFairness in scheduling researchMulti-objective optimizationValidation:90% quality score achieved across all datasetsStatistical similarity to real-world patterns verifiedConstraint compliance validatedReproducible with seed 12345<br>This synthetic dataset generator is based on the problem structure and constraints described in:Abdullah et al. (2025). "Advancing Anaesthetist Rostering Quality: A Practical Approach Toward Fairness and Efficiency." IEEE Access, 13, 12692-12708.<br>Note: The IEEE Access paper used real hospital data. This synthetic dataset is a new contribution that creates artificial test instances based on the exact problem specification, enabling reproducible research while protecting sensitive information.
DOI: 10.15468/dl.mh727u
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is one of (Chinese Taipei, China, Hong Kong)",
 "TaxonKey is Pomacea canaliculata"
 ]
}

 The dataset's 3 records were derived from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005695-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17469965
title: Abwanderung nach negativer Bewertung /

description: Sample preview of Abwanderung nach negativer Bewertung /. Full dataset available at https://buy.stripe.com/5kQbJ09mXeTjaFo7tF0cs0b
DOI: 10.5281/zenodo.17469966
title: Abwanderung nach negativer Bewertung /

description: Sample preview of Abwanderung nach negativer Bewertung /. Full dataset available at https://buy.stripe.com/5kQbJ09mXeTjaFo7tF0cs0b
DOI: 10.15468/dl.nmp8te
title: Occurrence Download

description: A dataset containing 478473 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Aedes vexans, Aedes koreicus, Aedes intrudens, Aedes japonicus, Culex orientalis, Culex tritaeniorhynchus, Armigeres subalbatus, Anopheles sinensis, Aedes aegypti, Aedes albopictus)"
 ]
}

 The dataset includes 478473 records from 285 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005694-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.