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

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "OccurrenceId is 9856D7BD-EAA2-4C98-9E8C-03E1BA0076D0",
 "OccurrenceId is EC9B0016-ECFA-4DA1-972C-3C3B0B6E7D1F",
 "OccurrenceId is urn:catalog:AMNH:Herpetology:R-119089",
 "OccurrenceId is urn:catalog:AMNH:Herpetology:R-71680",
 "OccurrenceId is b8e09e1f-b069-11e3-8cfe-90b11c41863e",
 "OccurrenceId is b8e0a057-b069-11e3-8cfe-90b11c41863e",
 "OccurrenceId is b70fc790-b069-11e3-8cfe-90b11c41863e",
 "OccurrenceId is MCZ:Herp:R-38236",
 "OccurrenceId is b8aedcdb-b069-11e3-8cfe-90b11c41863e",
 "OccurrenceId is b8e0a291-b069-11e3-8cfe-90b11c41863e",
 "OccurrenceId is PUJ:MPUJ_REPT:000625",
 "OccurrenceId is 8903990106-10:UVC:REP02066"
 ]
 },
 "TaxonKey is Rhinobothryum bovallii (Andersson, 1916)"
 ]
}

 The dataset includes 12 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010645-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0cinhw
title: Occurrence Download

description: A dataset containing 20751 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chenopodium bonus-henricus L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 20751 records from 156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001022-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0ljwlf
title: Occurrence Download

description: A dataset containing 5076 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chenopodium vulvaria L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5076 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001035-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0urrcd
title: Occurrence Download

description: A dataset containing 29217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Valerianella locusta (L.) Laterr.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 29217 records from 207 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088421-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0zq8d2
title: Occurrence Download

description: A dataset containing 66686 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rorippa palustris (L.) Besser",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 66686 records from 263 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005747-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.38texu
title: Occurrence Download

description: A dataset containing 1154 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Vicia segetalis Thuill.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1154 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013246-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3jt2fy
title: Occurrence Download

description: A dataset containing 40476 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alopecurus myosuroides Huds.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 40476 records from 192 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003087-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.46fvgr
title: Occurrence Download

description: A dataset containing 8885 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum nigrum var. nigrum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8885 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006670-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5tqnkd
title: Occurrence Download

description: A dataset containing 15274 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mentha pulegium L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15274 records from 160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001066-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7b5oqc
title: Occurrence Download

description: A dataset containing 169497 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ilex aquifolium L.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 169497 records from 276 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001420-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18774704
title: Cosmic Pi South Pole Dataset 2024/2025

description: This raw dataset was gathered using Cosmic Pi detectors carried by the Transglobal Car Expedition from Cape Town, across Antarctica and through South and Central America. To our knowledge this is the first ground level measurement of muons of this type, complementing previously published data from the North Pole (see https://zenodo.org/records/13310276)

The dataset comprises a portable Influxdb 1.8 export, with two sub datasets. 

We have the following data stored in the CosmicPiV1.8.1 measurement table:



measurement='CosmicPiV1.8.1',

DeviceID=cosmicdict['tags']['id'], Unit ID

latitude=cosmicdict['fields']['lat'], Latitude

longitude=cosmicdict['fields']['lon'], Longitude

Temp=cosmicdict['fields']['Temp'], Temperature in C

Hum=cosmicdict['fields']['Hum'], Relative Humidity in %

Accelx=cosmicdict['fields']['Accelx'], Acceleration, X axis in m/s/s

Accely=cosmicdict['fields']['Accely'], Acceleration, Y axis in m/s/s

Accelz=cosmicdict['fields']['Accelz'], Acceleration, Z axis in m/s/s

Magx=cosmicdict['fields']['Magx'], Magnetic field, X axis in Gauss

Magy=cosmicdict['fields']['Magy'], Magnetic field, Y axis in Gauss

Magz=cosmicdict['fields']['Magz'], Magnetic field, Z axis in Gauss

Pressx=cosmicdict['fields']['Press'], Atmospheric pressure in mbar

Altx=cosmicdict['fields']['Alt'], Altitude in meters

timestamp=cosmicdict['time'] Time


And we also have the frequency data (how many cosmic rays detected per second) here:



measurement='CosmicPiV1.8.1_freq',

DeviceID=cosmicdict['tags']['id'], Unit ID

geohash_pos="""+cosmicdict['fields']['geohash']+""", The geohash, a short code that represents lat & lon

event_count=cosmicdict['fields']['event_count'], The number of events in this second

timestamp=cosmicdict['time']) Time
DOI: 10.5281/zenodo.18774703
title: Cosmic Pi South Pole Dataset 2024/2025

description: This raw dataset was gathered using Cosmic Pi detectors carried by the Transglobal Car Expedition from Cape Town, across Antarctica and through South and Central America. To our knowledge this is the first ground level measurement of muons of this type, complementing previously published data from the North Pole (see https://zenodo.org/records/13310276)

The dataset comprises a portable Influxdb 1.8 export, with two sub datasets. 

We have the following data stored in the CosmicPiV1.8.1 measurement table:



measurement='CosmicPiV1.8.1',

DeviceID=cosmicdict['tags']['id'], Unit ID

latitude=cosmicdict['fields']['lat'], Latitude

longitude=cosmicdict['fields']['lon'], Longitude

Temp=cosmicdict['fields']['Temp'], Temperature in C

Hum=cosmicdict['fields']['Hum'], Relative Humidity in %

Accelx=cosmicdict['fields']['Accelx'], Acceleration, X axis in m/s/s

Accely=cosmicdict['fields']['Accely'], Acceleration, Y axis in m/s/s

Accelz=cosmicdict['fields']['Accelz'], Acceleration, Z axis in m/s/s

Magx=cosmicdict['fields']['Magx'], Magnetic field, X axis in Gauss

Magy=cosmicdict['fields']['Magy'], Magnetic field, Y axis in Gauss

Magz=cosmicdict['fields']['Magz'], Magnetic field, Z axis in Gauss

Pressx=cosmicdict['fields']['Press'], Atmospheric pressure in mbar

Altx=cosmicdict['fields']['Alt'], Altitude in meters

timestamp=cosmicdict['time'] Time


And we also have the frequency data (how many cosmic rays detected per second) here:



measurement='CosmicPiV1.8.1_freq',

DeviceID=cosmicdict['tags']['id'], Unit ID

geohash_pos="""+cosmicdict['fields']['geohash']+""", The geohash, a short code that represents lat & lon

event_count=cosmicdict['fields']['event_count'], The number of events in this second

timestamp=cosmicdict['time']) Time
DOI: 10.15468/dl.29q7fb
title: Occurrence Download

description: A dataset containing 412 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Falco peregrinus",
 "Year 1991-1991"
 ]
}

 The dataset includes 412 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000399-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sydrg4
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Castor fiber",
 "Year 2016-2016"
 ]
}

 The dataset includes 71 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000400-260225131425191/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.31412387
title: Environmental layers metadata

description: It includes the layer names in the order that are stacked on the environmental layer stacked files and also their unit of measurement
DOI: 10.6084/m9.figshare.31412387.v1
title: Environmental layers metadata

description: It includes the layer names in the order that are stacked on the environmental layer stacked files and also their unit of measurement
DOI: 10.15468/dl.6sb83j
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "DatasetKey is Natural History Museum (London) Collection Specimens",
 "RecordedBy is Schlagintweit"
 ]
}

 The dataset includes 117 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000401-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18774896
title: CAMBER Dataset – Road Survey Video #12

description: This dataset contains road survey video recordings collected within the CAMBER - European Road Infrastructure Monitoring Project. The videos capture forward-facing visual information on road infrastructure condition, including pavement defects, surface degradation, and road furniture elements.

**Data Generation Method:**
The video was recorded using mobile devices during road monitoring campaigns. Video frames were processed using YOLO-based computer vision models to detect road malfunctions including potholes, manholes, and speed breakers. Detections were geo-referenced using synchronized GPS track data.

**Type of Data:** Video / Image sequences

**Data Format(s):** MP4 (video), CSV (detection results), GPX (GPS track)

**Spatial Coverage:**
- Route distance: 1.73 km
- Geographic coordinates: WGS84 (EPSG:4326)

**Temporal Coverage:**
- Recording date: 2026-02-25 17:02:09 UTC

**Processing Information:**
- Video ID: 12
- Processing status: Pending
- Safety assessment: Green (Totally Safe)
- Associated Route ID: 12

**Machine Learning Model:**
- Model: models/Yolov8-fintuned-on-potholes.pt
- Detected classes: manhole,pothole,speedbreaker,potholes
- Confidence threshold: 0.45
- Minimum track age: 5 frames

**Data Access:**
The dataset files are stored on the CAMBER project infrastructure with S3-compatible storage. Zenodo serves as a persistent metadata record and DOI landing page. Access to the full dataset is provided via the related identifiers or upon request.

**Funding:**
This work was funded by the European Union under the Horizon Europe programme, Grant Agreement No. 101156387.
description: For access requests, technical questions, or further information about this dataset, please contact: data@camber-project.eu

Project website: https://camber-project.eu (TODO: Update with actual URL)
DOI: 10.5281/zenodo.18774895
title: CAMBER Dataset – Road Survey Video #12

description: This dataset contains road survey video recordings collected within the CAMBER - European Road Infrastructure Monitoring Project. The videos capture forward-facing visual information on road infrastructure condition, including pavement defects, surface degradation, and road furniture elements.

**Data Generation Method:**
The video was recorded using mobile devices during road monitoring campaigns. Video frames were processed using YOLO-based computer vision models to detect road malfunctions including potholes, manholes, and speed breakers. Detections were geo-referenced using synchronized GPS track data.

**Type of Data:** Video / Image sequences

**Data Format(s):** MP4 (video), CSV (detection results), GPX (GPS track)

**Spatial Coverage:**
- Route distance: 1.73 km
- Geographic coordinates: WGS84 (EPSG:4326)

**Temporal Coverage:**
- Recording date: 2026-02-25 17:02:09 UTC

**Processing Information:**
- Video ID: 12
- Processing status: Pending
- Safety assessment: Green (Totally Safe)
- Associated Route ID: 12

**Machine Learning Model:**
- Model: models/Yolov8-fintuned-on-potholes.pt
- Detected classes: manhole,pothole,speedbreaker,potholes
- Confidence threshold: 0.45
- Minimum track age: 5 frames

**Data Access:**
The dataset files are stored on the CAMBER project infrastructure with S3-compatible storage. Zenodo serves as a persistent metadata record and DOI landing page. Access to the full dataset is provided via the related identifiers or upon request.

**Funding:**
This work was funded by the European Union under the Horizon Europe programme, Grant Agreement No. 101156387.
description: For access requests, technical questions, or further information about this dataset, please contact: data@camber-project.eu

Project website: https://camber-project.eu (TODO: Update with actual URL)
DOI: 10.82172/utfsm/sxyuto/njmmdc
title: Respuestas Expertos, R2.pdf

description: Respuestas de las y los expertos.Ronda 2.
DOI: 10.82172/utfsm/sxyuto/96jgol
title: Competencias emergentes.pdf

description: Identificación de 25 competencias emergentes. Análisis estadístico.
DOI: 10.82172/utfsm/sxyuto/oubihl
title: Delphi Survey, R1.pdf

description: Encuesta Delphi. Ronda 1 de preguntas.
DOI: 10.82172/utfsm/sxyuto/7g8ewi
title: Delphi Survey, R2.docx

description: Encuesta Delphi. Ronda 2.
DOI: 10.82172/utfsm/sxyuto/af4gxv
title: Respuestas Expertos, R1.pdf

description: Respuestas de las y los expertos. Ronda 1.
DOI: 10.82172/utfsm/sxyuto
title: Mining of the future: emerging competencies identified through the Delphi method

description: ABSTRACT Chilean large-scale mining is undergoing significant technological and organizational transformations that require updating the competency profiles of human capital to optimize the development of its operations in the extractive industry value chain. The lack of clear definitions and prioritization of emerging competencies hinders human resource planning, training program design, and strategic decision-making in a rapidly evolving context. The study aimed to identify the necessary competencies using the Delphi methodology, applying a mixed approach that integrates qualitative and quantitative analysis. To this end, two rounds of consultation were conducted with a panel of twelve experts, considering the diversity of work experience, using surveys with open and closed questions, to detect, validate, classify, prioritize, evaluate, and project these professional qualifications. Twenty-five essential competencies were identified, organized into five dimensions: technological, digital, socio-emotional, environmental, and ethical. The most prominent include integrity, responsibility, and honesty in the ethical domain, while cybersecurity is recognized as the main technological competency. The findings show that the development of mining 4.0 depends less on technology and more on the effective integration of human competencies, especially ethical and socio-emotional ones, providing evidence for sustainable and long-term planning in the sector.
DOI: 10.15468/dl.hzc2kw
title: Occurrence Download

description: A dataset containing 1544 species occurrences available in GBIF matching the query:
{
 "RecordedBy" : [
 "is Schlagintweit"
 ]
}

 The dataset includes 1544 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000404-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zhvv5u
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Oudemansiella platensis"
 ]
}

 The dataset includes 56 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000402-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18773201
title: Broadband spectroscopic ellipsometry data of YAlO3 single crystal

description: Open data repository for article:

Laurent Bugnon, Yurii G. Pashkevich, Christian Bernhard, and Premysl MarsikBroadband ellipsometry study of the anisotropic dielectric response of YAlO3Journal: Physical Review Research

One zip file, contains all datasets shown in the paper. Details are included in readme.txt file.
DOI: 10.5281/zenodo.18773200
title: Broadband spectroscopic ellipsometry data of YAlO3 single crystal

description: Open data repository for article:

Laurent Bugnon, Yurii G. Pashkevich, Christian Bernhard, and Premysl MarsikBroadband ellipsometry study of the anisotropic dielectric response of YAlO3Journal: Physical Review Research

One zip file, contains all datasets shown in the paper. Details are included in readme.txt file.
DOI: 10.15468/dl.ep66he
title: Occurrence Download

description: A dataset containing 51535 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Laburnum anagyroides",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 51535 records from 743 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000337-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18765541
title: SPNS2-S1P-Glucose Simulation Trajectories

description: This list contains the pdb, psf, and dcd files for three different systems of SPNS2, two in inward-facing (IF) conformation and one in outward-facing (OF) conformation: 1) IF with S1P, 2) IF with S1P and glucose, and 3) OF with glucose. The trajectories uploaded here are saved at 1 ns/frame (i.e., 1000 frames = 1000 ns). The trajectories are not pbc-wrapped or aligned. 

To load a trajectory, load vmdstate (.vmd file):

File-->Load Vmdstate --> IF_8ex4_S1P_up_noG_1nspf_1000ns_Run1.vmd

Or load the trajectories in VMD:

mol new IF_8ex4_S1P_up_noG.psf

mol addfile IF_8ex4_S1P_up_noG_1nspf_1000ns_Run1.dcd waitfor all
DOI: 10.5281/zenodo.18765542
title: SPNS2-S1P-Glucose Simulation Trajectories

description: This list contains the pdb, psf, and dcd files for three different systems of SPNS2, two in inward-facing (IF) conformation and one in outward-facing (OF) conformation: 1) IF with S1P, 2) IF with S1P and glucose, and 3) OF with glucose. The trajectories uploaded here are saved at 1 ns/frame (i.e., 1000 frames = 1000 ns). The trajectories are not pbc-wrapped or aligned. 

To load a trajectory, load vmdstate (.vmd file):

File-->Load Vmdstate --> IF_8ex4_S1P_up_noG_1nspf_1000ns_Run1.vmd

Or load the trajectories in VMD:

mol new IF_8ex4_S1P_up_noG.psf

mol addfile IF_8ex4_S1P_up_noG_1nspf_1000ns_Run1.dcd waitfor all
DOI: 10.15468/dl.g3sydx
title: Occurrence Download

description: A dataset containing 803094 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((34 34, 34 75, -15 75, -15 34, 34 34))",
 "TaxonKey is one of (Vaccinium myrtillus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 803094 records from 1016 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000292-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110853290
title: Persepolis Fortification Anepigraphic Tablet 0374.206, PFAnep 0374.206

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0374.206, PFUT 0374-206 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on left edge, obverse, reverse. ❧ [Physical Object Note:] Right and bottom edges broken. Cracks on reverse. (Upper and bottom edges may be reversed)
DOI: 10.25549/inscriptifact-ouc110853876
title: Persepolis Fortification Anepigraphic Tablet 0374.208, PFAnep 0374.208

description: [Text Description:] Administrative tablet with seals ❧ [Text or Publication Number Note:] PFAnep 0374.208, PFUT 0374-208 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on bottom edge, left edge, obverse, reverse? upper edge. ❧ [Physical Object Note:] Upper left corner broken. Cracks and damage on obverse, reverse. (Upper and bottom edges may be reversed)