cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/h2xjtc3b7s.1
title: Simulation datasets and Python code for off-corridor excursion bus operations

description: This dataset contains the full inputs, simulation code, and outputs from a study of online accept/reject policies for off-corridor bus excursions in overlapping fixed-line systems.
Contents include:

Input scenarios: 22 parameterized cases (16 factorial core + 6 targeted add-ons) with corridor and side-stop networks, excursion arcs, demand processes, vehicle dispatches, and policy parameters.

Simulation code: Python discrete-event simulator (sim_runner.py) implementing baseline, myopic-feasible, and slack-aware policies with feasibility safeguards (excursion budgets, return windows, headway controls).

Outputs: Per-run logs (events, decisions, KPIs) and aggregated performance indicators.

Documentation: Metadata files and manifests to ensure reproducibility, including seed management for independent replications.

The dataset and code enable replication of all reported results and can be adapted to test alternative corridor geometries, demand patterns, and policy settings.
DOI: 10.17632/xfscytnt7f
title: LINF_270015400

description: Vps39-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/xfscytnt7f.1
title: LINF_270015400

description: Vps39-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.hx6j34
title: Occurrence Download

description: A dataset containing 1337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-8.38723 41.38036,-7.43005 41.38036,-7.43005 42.2008,-8.38723 42.2008,-8.38723 41.38036))",
 "OccurrenceStatus is Present",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 1337 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053848-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ydqawk
title: Occurrence Download

description: A dataset containing 479 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coryphaenoides striaturus"
 ]
}

 The dataset includes 479 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053849-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/stxcsn3mzb
title: LINF_270015300

description: TMEM222/RTE1-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/stxcsn3mzb.1
title: LINF_270015300

description: TMEM222/RTE1-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/d42m8rvmxj
title: LINF_270014900

description: RIB72A; Leishmania infantum (strain JPCM5)
DOI: 10.17632/d42m8rvmxj.2
title: LINF_270014900

description: RIB72A; Leishmania infantum (strain JPCM5)
DOI: 10.17632/5hhdw32mdr
title: LINF_270014300

description: Glutaredoxin-like protein | Grx1; Leishmania infantum (strain JPCM5)
DOI: 10.17632/5hhdw32mdr.2
title: LINF_270014300

description: Glutaredoxin-like protein | Grx1; Leishmania infantum (strain JPCM5)
DOI: 10.17632/mjfx442knr
title: LINF_270014100

description: MATE domain-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.34847/nkl.5b1933x6
title: Χίος - Σκοποί της Χίου - Ανδρέας Μαυρίκης, Σάκης Πιππίδης, Αργύρης Μαυρίκης, Σταμάτης Συριώδης - Συρτός Σαμιώτικος
DOI: 10.17632/mjfx442knr.1
title: LINF_270014100

description: MATE domain-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/gm5y7f4848
title: LINF_270013900

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/gm5y7f4848.1
title: LINF_270013900

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/w22f9ygskd
title: LINF_270013400

description: NADH:cytochrome b5 reductase-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/w22f9ygskd.1
title: LINF_270013400

description: NADH:cytochrome b5 reductase-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/7d4mknpysb
title: LINF_270013300

description: Ubiquilin-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/7d4mknpysb.1
title: LINF_270013300

description: Ubiquilin-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.nrcpq9
title: Occurrence Download

description: A dataset containing 905 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Siphlophis compressus"
 ]
}

 The dataset includes 905 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053852-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2769ha
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Craterocephalus randi)",
 "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 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053850-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nq362z
title: Occurrence Download

description: A dataset containing 5260842 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Specimen)",
 "Country is Mexico",
 "Geometry MULTIPOLYGON(((-103.73225 20.9806,-103.35115 22.13841,-104.34202 23.7527,-105.10422 23.1934,-106.527 25.62243,-106.73025 26.62611,-108.71198 28.11517,-109.01687 27.75603,-109.39797 26.96629,-108.94065 26.35324,-106.34915 23.09995,-105.66317 22.42053,-105.66317 21.83214,-105.35829 21.47794,-105.23125 21.43065,-105.28207 21.12287,-105.63776 20.79071,-105.35829 20.69567,-105.81561 20.41019,-105.23125 19.50272,-103.96091 18.56604,-102.51273 17.79362,-98.6763 16.21443,-96.33887 15.50568,-94.81447 16.068,-93.92523 15.89702,-92.01972 14.35189,-91.5624 15.94589,-93.87441 17.13927,-96.7962 16.79906,-96.51672 16.33637,-98.26979 17.45462,-100.78506 17.89036,-102.76679 18.92693,-104.03713 20.21958,-104.6469 20.50541,-103.529 20.93315,-103.73225 20.9806)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Aves, Mammalia, Squamata, Amphibia, Testudines, Crocodylia)",
 "Year 1995-2025"
 ]
}

 The dataset includes 5260842 records from 169 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053799-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pqb3bu
title: Occurrence Download

description: A dataset containing 1877 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is South America",
 "TaxonKey is Nitella"
 ]
}

 The dataset includes 1877 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053853-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/pnpztpkhwy
title: Supplemental Material - Investigation of Concordance Between Scalp Symptoms, Disease Severity, and Inflammatory Activity in Scarring Alopecias

description: Supplemental figures for the publication entitled, "Investigation of Concordance Between Scalp Symptoms, Disease Severity, and Inflammatory Activity in Scarring Alopecias." These supplemental figures demonstrate evidence of thick perifollicular scale and erythema in a patient with lichen planopilaris.
DOI: 10.17632/pnpztpkhwy.1
title: Supplemental Material - Investigation of Concordance Between Scalp Symptoms, Disease Severity, and Inflammatory Activity in Scarring Alopecias

description: Supplemental figures for the publication entitled, "Investigation of Concordance Between Scalp Symptoms, Disease Severity, and Inflammatory Activity in Scarring Alopecias." These supplemental figures demonstrate evidence of thick perifollicular scale and erythema in a patient with lichen planopilaris.
DOI: 10.17632/2crc9bks85.1
title: Data Set for: Carbonatite zircon records fractional crystallization and hydrothermal metasomatism during REE mineralization

description: Appendix Table S1. Major element composition of carbonatite samples. 
Appendix Table S2: Parameters for calculating oxygen isotope fractionations.
Appendix Table S3. Major element composition of four types of zircons. 
Appendix Table S4. Oxygen isotope composition of four types of zircons.
DOI: 10.17632/hbz3k2fswn
title: Effect of Alloy Type on Material Flow Dynamics during Friction Stir Welding

description: This dataset contains the video files and experimental details for the manuscript "Effect of Alloy Type on Material Flow Dynamics during Friction Stir Welding". The contrast in flow behavior amongst various aluminum alloys during friction stir welding has been a long-discussed phenomenon. Post-factum characterization and numerical simulations have paved the way for the development of hypotheses behind the difference in material flow dynamics across various aluminum alloys. However, the lack of in situ observations has limited the overall understanding of process physics. This study employs high-speed X-ray imaging performed at the Advanced Photon Source facility in Argonne National Laboratory to capture the process dynamics during FSW in situ. A high-intensity X-ray beam was used to image a 2 mm x 2 mm area at 20,000 frames per second. The friction stir tool made of H13 tool steel with threads and 3-flats on the probe was used to compare material flow in aluminum 6061-T6 and aluminum 7075-T6 workpieces. The density changes captured by the high-intensity X-ray beam show the formation and filling of cavities in the wake of the tool. Conditions producing fully consolidated and defected welds were compared. The difference in material flow and visco-plastic shearing is also observed in the two alloys.

The video file was processed using ImageJ software. The 3000 frames were imported as an image sequence using a virtual stacked mode. 
The data was collected on 6/10/22 by Hemant Agiwal, Mohammad Ali Ansari, Daniel Franke, Patrick Faue, and Frank E. Pfefferkorn. Advanced Photon Source contacts: Samuel J. Clark, Alex Deriy, and Kamel Fezzaa This research used resources of the Advanced Photon Source, a US Department of Energy (DOE) Office of Science user facility operated for the DOE Office of Science by Argonne National Laboratory under Contract No. DE-AC02-06CH11357. The study was funded through the National Science Foundation (grant 1826104).
DOI: 10.17632/hbz3k2fswn.1
title: Effect of Alloy Type on Material Flow Dynamics during Friction Stir Welding

description: This dataset contains the video files and experimental details for the manuscript "Effect of Alloy Type on Material Flow Dynamics during Friction Stir Welding". The contrast in flow behavior amongst various aluminum alloys during friction stir welding has been a long-discussed phenomenon. Post-factum characterization and numerical simulations have paved the way for the development of hypotheses behind the difference in material flow dynamics across various aluminum alloys. However, the lack of in situ observations has limited the overall understanding of process physics. This study employs high-speed X-ray imaging performed at the Advanced Photon Source facility in Argonne National Laboratory to capture the process dynamics during FSW in situ. A high-intensity X-ray beam was used to image a 2 mm x 2 mm area at 20,000 frames per second. The friction stir tool made of H13 tool steel with threads and 3-flats on the probe was used to compare material flow in aluminum 6061-T6 and aluminum 7075-T6 workpieces. The density changes captured by the high-intensity X-ray beam show the formation and filling of cavities in the wake of the tool. Conditions producing fully consolidated and defected welds were compared. The difference in material flow and visco-plastic shearing is also observed in the two alloys.

The video file was processed using ImageJ software. The 3000 frames were imported as an image sequence using a virtual stacked mode. 
The data was collected on 6/10/22 by Hemant Agiwal, Mohammad Ali Ansari, Daniel Franke, Patrick Faue, and Frank E. Pfefferkorn. Advanced Photon Source contacts: Samuel J. Clark, Alex Deriy, and Kamel Fezzaa This research used resources of the Advanced Photon Source, a US Department of Energy (DOE) Office of Science user facility operated for the DOE Office of Science by Argonne National Laboratory under Contract No. DE-AC02-06CH11357. The study was funded through the National Science Foundation (grant 1826104).
DOI: 10.15468/dl.vhre4u
title: Occurrence Download

description: A dataset containing 478 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Dioon edule"
 ]
}

 The dataset includes 478 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053857-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17101319
title: MR Survey dataset

description: MR dataset survey
DOI: 10.5281/zenodo.17101320
title: MR Survey dataset

description: MR dataset survey
DOI: 10.15468/dl.dwbxns
title: Occurrence Download

description: A dataset containing 14734912 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lepidoptera)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "DatasetKey" : [
 "is 50c9509d-22c7-4a22-a47d-8c784ddf8d78"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Human Observation"
 ]
 }
 }
 ]
}

 The dataset includes 14734912 records from 1537 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053796-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rbfezy
title: Occurrence Download

description: A dataset containing 8950 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynara cardunculus L."
 ]
}

 The dataset includes 8950 records from 194 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0266264-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ng8ahm
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-106.38612 39.61718,-106.34522 39.61718,-106.34522 39.6865,-106.38612 39.6865,-106.38612 39.61718))",
 "TaxonKey is Ursus americanus Pallas, 1780"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007468-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oliqxu
title: Occurrence Download

description: A dataset containing 542 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Inga acrocephala Steud."
 ]
}

 The dataset includes 542 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038348-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bp9xcr
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bursera angustata C.Wright ex Griseb."
 ]
}

 The dataset includes 74 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0147882-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cd7e93
title: Occurrence Download

description: A dataset containing 905 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Davidia involucrata Baill."
 ]
}

 The dataset includes 905 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0260706-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1j8v48
title: Occurrence Download

description: A dataset containing 10289 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptospermum polygalifolium Salisb.",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 10289 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038349-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a3fsq9
title: Occurrence Download

description: A dataset containing 55323 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Andropogon liebmannii Hack., Andropogon ternarius Michx., Andropogon tracyi Nash, Androsace chamaejasme Wulfen, Androsace lehmanniana Spreng., Androsace elongata L., Androsace filiformis Retz., Androsace maxima L., Androsace occidentalis Pursh, Androsace septentrionalis L.)"
 ]
}

 The dataset includes 55323 records from 628 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007576-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ftfcq
title: Occurrence Download

description: A dataset containing 40179921 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 40179921 records from 1662 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007563-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.emtpgr
title: Occurrence Download

description: A dataset containing 28178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is one of (Cameroon, Congo, Democratic Republic of the, Senegal, Gabon, Angola)",
 "TaxonKey is Combretaceae"
 ]
}

 The dataset includes 28178 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001856-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-24394
title: Eighty-Four Years Old Ballet Dancer, 1951

description: 4 images. Eighty-Four Years Old Ballet Dancer, 5 November 1951. Madame Kathryn Etienne (Ballet Instructor); Nellie Anderson -- 84 years; Scarlett Walters -- 3 years; Susan Meyer -- 5 years; Thelia Darin -- 21 years.
DOI: 10.15468/dl.l1uxjl
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phyllorhiza punctata von Lendenfeld, 1884",
 {
 "or" : [
 "Country is Israel",
 "Country is Mexico"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038066-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2021-04.2215871/2358713
title: Data for EMSL Project 49510 from April 2021
DOI: 10.25549/examiner-c44-24732
title: Los Angeles High School alumni reunion, 1951

description: 5 images. Los Angeles High School alumni reunion, 9 November 1951. Attorney Edward S. Shattuck, Alumni President; Miss Mary Foy; Paul Webb, Principal; Horace B. King.
DOI: 10.15468/dl.8t9quz
title: Occurrence Download

description: A dataset containing 5810 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Craugastor rhodopis (Cope, 1867)"
 ]
}

 The dataset includes 5810 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062264-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.thxwg5
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Harmsiopanax harmsii K.Schum."
 ]
}

 The dataset includes 105 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013522-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-24826
title: Attempted Rape ...Hollywood, 1951

description: 4 images. Attempted Rape ...Hollywood, 09 November 1951. Vice Officer J.G. Gleason; Patsy Kerwin, 23, suspect; Officer James Pond; Mrs. Josette Zubrinsky, 21, victim; Al Zubrinsky, 39, husband.
DOI: 10.25582/data.2021-04.2216042/2358714
title: Data for EMSL Project 49510 from April 2021
DOI: 10.15468/dl.x2o9hi
title: Occurrence Download

description: A dataset containing 381 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinus caribaea Morelet",
 "Geometry POLYGON((-146.84 -54.57,-146.84 59.71,73.59 59.71,73.59 -54.57,-146.84 -54.57))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 381 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059996-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yuhg8e
title: Occurrence Download

description: A dataset containing 8250 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Quercus glauca Thunb.",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8250 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013527-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-26119
title: Old man, 1951

description: 2 images. Old man, 24 November 1951. Douglas T. Story -- 107 Years.
DOI: 10.25582/data.2021-04.2215194/2358715
title: Data for EMSL Project 49510 from April 2021
DOI: 10.15468/dl.6jhhcb
title: Occurrence Download

description: A dataset containing 68349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asparagus acutifolius L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 68349 records from 367 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035606-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.