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

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aloe branddraaiensis Groenew."
 ]
}

 The dataset includes 41 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002695-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.63p5e4
title: Occurrence Download

description: A dataset containing 7320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Subularia aquatica L.",
 "Geometry POLYGON((-180 -82,-180 82,180 82,180 -82,-180 -82))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7320 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006147-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9r8amr
title: Occurrence Download

description: A dataset containing 1586 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tapirella bairdii (Gill, 1865)"
 ]
}

 The dataset includes 1586 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004841-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdpghf
title: Occurrence Download

description: A dataset containing 1891 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acer tegmentosum"
 ]
}

 The dataset includes 1891 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036375-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bv3ctd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Labeobarbus clarkeae)",
 "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/0036373-250827131500795/datasets/export for details.
DOI: 10.15468/dl.jx8tk4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Salariopsis fluviatilis, Gnathochromis pfefferi, Chalinochromis brichardi, Chalinochromis cyanophleps, Chalinochromis popelini)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((28.1382 2.0599,19.1382 2.0599,19.1382 -6.9401,28.1382 -6.9401,28.1382 2.0599))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036376-250827131500795/datasets/export for details.
DOI: 10.15468/dl.8ae6ar
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036374-250827131500795/datasets/export for details.
DOI: 10.15468/dl.w477v5
title: Occurrence Download

description: A dataset containing 18689 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acer spicatum"
 ]
}

 The dataset includes 18689 records from 317 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036377-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17069124
title: Resolving the Wolf–Rayet Mass Discrepancy with the Photogravitational Parameter Φ

description: This work presents the photogravitational parameter Φ ≡ L/(Mg) as a surface-based, model-independent 

diagnostic for Wolf–Rayet stars. The method is calibrated on 12 WR+O binaries, achieving ~9% RMS accuracy, 

and applied to an extended dataset of 10 isolated WR stars. The results consistently show systematic mass 

discrepancies of 35–54% compared to evolutionary tracks, with a median offset of ~42.5%. 

The framework includes full calibration values, error budgets, and a GR closure test (δ_GR), providing a 

falsifiable and reproducible approach to WR mass determinations. These findings have direct implications 

for mass-loss prescriptions, envelope physics near the Eddington limit, binary evolution pathways, and 

the final masses of supernova and black hole progenitors. The method scales to the full Galactic WR population 

of ~600 stars.
DOI: 10.15468/dl.9cywzh
title: Occurrence Download

description: A dataset containing 1204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Richardia brasiliensis",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1204 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036378-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dg3zkb
title: Occurrence Download

description: A dataset containing 113230 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus coccifera"
 ]
}

 The dataset includes 113230 records from 428 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036281-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ppan4n
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Richardia brasiliensis",
 "Country is Burkina Faso",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036379-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.452f68
title: Occurrence Download

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

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036380-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.asx6qq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Salariopsis fluviatilis, Gnathochromis pfefferi, Chalinochromis brichardi, Chalinochromis cyanophleps, Chalinochromis popelini)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((28.1382 11.0599,19.1382 11.0599,19.1382 2.0599,28.1382 2.0599,28.1382 11.0599))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036382-250827131500795/datasets/export for details.
DOI: 10.15468/dl.2m4hz3
title: Occurrence Download

description: A dataset containing 67085 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acacia dealbata"
 ]
}

 The dataset includes 67085 records from 516 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036271-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vsbanq
title: Occurrence Download

description: A dataset containing 1731 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Klasea centauroides"
 ]
}

 The dataset includes 1731 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036383-250827131500795/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.30068767
title: Geometric Mechanics and Stokes’ Theorem in Robotic Locomotion

description: This research develops a rigorous mathematical framework for analyzing and predicting robotic locomotion using the principles of geometric mechanics. The robot’s configuration is modeled as a principal fiber bundle, separating body motion from internal shape changes, and a local connection maps shape velocities to body velocities, enabling precise computation of net movement. Stokes’ theorem and the associated curvature 2-form are employed to quantify the net displacement resulting from cyclic gaits, while convergence conditions ensure that displacement remains finite, even for large or high-frequency motions.The methodology integrates analytical derivations with numerical simulations, including Python-based visualization of vector fields, local connections, curvature distributions, and gait paths. No human or animal subjects were involved, so no ethical approval was required. The framework is fully reproducible and provides a robust, quantitative tool for designing, analyzing, and optimizing locomotion in robotic systems.<br>
DOI: 10.6084/m9.figshare.30068767.v1
title: Geometric Mechanics and Stokes’ Theorem in Robotic Locomotion

description: This research develops a rigorous mathematical framework for analyzing and predicting robotic locomotion using the principles of geometric mechanics. The robot’s configuration is modeled as a principal fiber bundle, separating body motion from internal shape changes, and a local connection maps shape velocities to body velocities, enabling precise computation of net movement. Stokes’ theorem and the associated curvature 2-form are employed to quantify the net displacement resulting from cyclic gaits, while convergence conditions ensure that displacement remains finite, even for large or high-frequency motions.The methodology integrates analytical derivations with numerical simulations, including Python-based visualization of vector fields, local connections, curvature distributions, and gait paths. No human or animal subjects were involved, so no ethical approval was required. The framework is fully reproducible and provides a robust, quantitative tool for designing, analyzing, and optimizing locomotion in robotic systems.<br>
DOI: 10.15468/dl.zrwuzy
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thalassiosira duostra",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036384-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17069244
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250906r Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250906r Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.17069245
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250906r Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250906r Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.rs4f5z
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is India",
 "Geometry POLYGON((32 -43,127 -43,127 28,32 28,32 -43))",
 "MediaType is Image",
 "TaxonKey is Eusphyra"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036386-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ubtwu9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Salariopsis fluviatilis, Gnathochromis pfefferi, Chalinochromis brichardi, Chalinochromis cyanophleps, Chalinochromis popelini)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((10.2584 37.8417,10.1382 37.8331,10.1382 29.0599,19.1382 29.0599,19.1382 30.7949,19.1126 30.773,17.9925 31.4051,15.9884 31.8343,15.8046 32.3907,15.4499 32.8216,13.5086 33.3826,12.4536 33.3149,11.5886 33.6969,11.3735 34.2058,11.8094 34.3437,11.9549 34.6971,11.6647 35.1911,11.52 35.9576,11.266 36.2511,11.6196 36.7465,11.497 37.3197,11.2593 37.5361,10.5978 37.5948,10.2584 37.8417))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036387-250827131500795/datasets/export for details.
DOI: 10.15468/dl.ju8ssx
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is India",
 "Geometry POLYGON((32 -43,127 -43,127 28,32 28,32 -43))",
 "MediaType is Image",
 "TaxonKey is Sphyrna lewini"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036389-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cttmgm
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Parosphromenus gunawani)",
 "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 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036390-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17069222
title: MALDI-MSI Lipid Brain Atlas RAW data (Part 1 of 26) (Part 2 of 26) (Part 3 of 26) (Part 4 of 26) (Part 5 of 26) (Part 6 of 26) (Part 7 of 26) (Part 8 of 26) (Part 9 of 26) (Part 10 of 26) (Part 11 of 26) (Part 12 of 26) (Part 13 of 26) (Part 14 of 26) (Part 15 of 26) (Part 16 of 26) (Part 17 of 26) (Part 18 of 26) (Part 19 of 26) (Part 20 of 26) (Part 21 of 26) (Part 22 of 26) (Part 23 of 26)

description: This dataset contains raw MALDI-MSI data (.RAW) and associated metadata files (.UDP). This is one part of a multi-part upload.
DOI: 10.5281/zenodo.17069221
title: MALDI-MSI Lipid Brain Atlas RAW data (Part 1 of 26) (Part 2 of 26) (Part 3 of 26) (Part 4 of 26) (Part 5 of 26) (Part 6 of 26) (Part 7 of 26) (Part 8 of 26) (Part 9 of 26) (Part 10 of 26) (Part 11 of 26) (Part 12 of 26) (Part 13 of 26) (Part 14 of 26) (Part 15 of 26) (Part 16 of 26) (Part 17 of 26) (Part 18 of 26) (Part 19 of 26) (Part 20 of 26) (Part 21 of 26) (Part 22 of 26) (Part 23 of 26)

description: This dataset contains raw MALDI-MSI data (.RAW) and associated metadata files (.UDP). This is one part of a multi-part upload.
DOI: 10.15468/dl.aad4zb
title: Occurrence Download

description: A dataset containing 228146 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jasione montana"
 ]
}

 The dataset includes 228146 records from 1403 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036277-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.do20ll
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leopardus wiedii (Schinz, 1821)",
 "Country is Mexico"
 ]
}

 The dataset includes 164 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002003-150422101436696/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ajauq
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dianthus stenocephalus Boiss."
 ]
}

 The dataset includes 20 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172247-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ujocoy
title: Occurrence Download

description: A dataset containing 11981 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cercopis vulnerata (Rossi, 1807)"
 ]
}

 The dataset includes 11981 records from 221 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027012-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rxxea0
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sporophila melanogaster (Pelzeln, 1870)"
 ]
}

 The dataset includes 35 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002003-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bj5jwf
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Piper arreptum Trel."
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0185775-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p7bwna
title: Occurrence Download

description: A dataset containing 5618 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ceroxylon quindiuense (H.Karst.) H.Wendl."
 ]
}

 The dataset includes 5618 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0248648-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ne46p9
title: Occurrence Download

description: A dataset containing 522 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dianthus serotinus Waldst. & Kit."
 ]
}

 The dataset includes 522 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172229-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qzzgz
title: Occurrence Download

description: A dataset containing 2437 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceiba pentandra (L.) Gaertn."
 ]
}

 The dataset includes 2437 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002003-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ypmcdn
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pitcairnia floresii Gouda & Ric.Fernández"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0185774-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/xjrfpy8hp6.1
title: Modeling Learning Behavior of Students of Mathematics

description: This paper significantly contributes to the advancement
of our understanding of student behaviors in the realm of
mathematics education and their mathematical representation. By
bridging the gap between mathematical modeling and the intricate
dynamics of student conduct, this work provides valuable insights
into the behaviors displayed in math classrooms.
DOI: 10.15468/dl.6cfkft
title: Occurrence Download

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

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0185776-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bt5tp2
title: Occurrence Download

description: A dataset containing 1245 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sweden",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Morchella Dill. ex Pers."
 ]
}

 The dataset includes 1245 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0248654-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hpvz78
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dianthus setisquameus Hausskn. & Bornm."
 ]
}

 The dataset includes 9 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172233-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.