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

description: A dataset containing 498457 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is Insect Species Occurrence Data from Multiple Projects Worldwide with Focus on Bees and Wasps in North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 498457 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075090-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dv6hjj
title: Occurrence Download

description: A dataset containing 66851 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chelonia mydas (Linnaeus, 1758)"
 ]
}

 The dataset includes 66851 records from 202 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093696-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.8081689
title: Damage assessment of a physical beam reinforced with masses - dataset

description: The dataset beam-signal contains the spectrum vibration signals in the frequency domain measured from a beam reinforced with masses under healthy and faulty conditions. This data is for a commonly used system in various industrial applications. The data can be used for online condition process monitoring to detect and diagnose any anomaly or faulty condition in the system. Hence, the datasets provide the geometric and experimental measurements performed on the beam reinforced with masses for various mass losses considered structural damage. The collected data included the following datasets:



Dataset Mass-position contains 70 sampling positions for the six masses attached to the beam. (Mass position)

Dataset DI contains 280 damage indexes calculated using the FRAC method. (DI_FRAC_Exp-estimation)

Dataset beam-signal includes 280 inertances responses magnitudes and respective phases considering 70 samples of healthy and 210 sampled of damaged conditions ( Dataset Beam-signal_Healthy, Dateset Beam-signal_Damaged-2.96, 


           Dataset Beam-signal_Damaged-5.92, Dataset Beam-signal_Damaged-8.87) .

The dataset beam-signal can be used to develop structural health monitoring techniques for detecting damage and anomalies in the structure. The dataset's Mass-position and DIs can impose parametric uncertainty in the experiment. Stochastic and damage identification metrics can be used for further insights on new monitoring and control techniques. Since the tests include paramedic uncertainty, they can also be employed in uncertainty quantification, stochastic modelling and supervised and unsupervised machine learning techniques. 

Therefore, the datasets are intended to benefit the scientific community investigating the dynamics of structures and readers interested in experimental practices applied to systems and modelling. These datasets can be used for numerical model validation, identification techniques, uncertainty quantification, machine learning, and structural integrity monitoring algorithms based on experimental measurement samples on the beam reinforced with mass.

A detailed description of the experiment can be found in 

[1] Sousa, A.A.S.R., da Silva Coelho, J., Machado, M.R. et al. Multiclass Supervised Machine Learning Algorithms Applied to Damage and Assessment Using Beam Dynamic Response. J. Vib. Eng. Technol. (2023). https://doi.org/10.1007/s42417-023-01072-7

[2] Monitoramento da Integridade Estrutural de Vigas utilizando Técnicas de Aprendizado de Máquina, 2023. Mestrado em Integridade de Materiais da Engenharia - Universidade de Brasília (In Portuguese)

[3] Amanda A.S.R. de Sousa, Marcela R. Machado, Experimental vibration dataset collected of a beam reinforced with masses under different health conditions, Data in Brief, 2024, 110043, ISSN 2352-3409, https://doi.org/10.1016/j.dib.2024.110043.
DOI: 10.15468/dl.3xpguu
title: Occurrence Download

description: A dataset containing 376 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Simplicia rectalis (Eversmann, 1842)"
 ]
}

 The dataset includes 376 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093684-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mlf65s
title: Occurrence Download

description: A dataset containing 2052 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true",
 "TaxonKey is Bombus humilis Illiger, 1806",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2052 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019153-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sg5798
title: Occurrence Download

description: A dataset containing 139315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Ichthyaetus melanocephalus (Temminck, 1820)",
 "Year 2010-2024"
 ]
}

 The dataset includes 139315 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075369-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bqs265
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Contribution to the knowledge of Neanurinae of north-western Iran with description of seven new species (Collembola, Neanuridae)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112409-200613084148143/datasets/export for details.
DOI: 10.5281/zenodo.8081690
title: Damage assessment of a physical beam reinforced with masses - dataset

description: The dataset beam-signal contains the spectrum vibration signals in the frequency domain measured from a beam reinforced with masses under healthy and faulty conditions. This data is for a commonly used system in various industrial applications. The data can be used for online condition process monitoring to detect and diagnose any anomaly or faulty condition in the system. Hence, the datasets provide the geometric and experimental measurements performed on the beam reinforced with masses for various mass losses considered structural damage. The collected data included the following datasets:



Dataset Mass-position contains 70 sampling positions for the six masses attached to the beam. (Mass position)

Dataset DI contains 280 damage indexes calculated using the FRAC method. (DI_FRAC_Exp-estimation)

Dataset beam-signal includes 280 inertances responses magnitudes and respective phases considering 70 samples of healthy and 210 sampled of damaged conditions ( Dataset Beam-signal_Healthy, Dateset Beam-signal_Damaged-2.96, 


           Dataset Beam-signal_Damaged-5.92, Dataset Beam-signal_Damaged-8.87) .

The dataset beam-signal can be used to develop structural health monitoring techniques for detecting damage and anomalies in the structure. The dataset's Mass-position and DIs can impose parametric uncertainty in the experiment. Stochastic and damage identification metrics can be used for further insights on new monitoring and control techniques. Since the tests include paramedic uncertainty, they can also be employed in uncertainty quantification, stochastic modelling and supervised and unsupervised machine learning techniques. 

Therefore, the datasets are intended to benefit the scientific community investigating the dynamics of structures and readers interested in experimental practices applied to systems and modelling. These datasets can be used for numerical model validation, identification techniques, uncertainty quantification, machine learning, and structural integrity monitoring algorithms based on experimental measurement samples on the beam reinforced with mass.

A detailed description of the experiment can be found in 

[1] Sousa, A.A.S.R., da Silva Coelho, J., Machado, M.R. et al. Multiclass Supervised Machine Learning Algorithms Applied to Damage and Assessment Using Beam Dynamic Response. J. Vib. Eng. Technol. (2023). https://doi.org/10.1007/s42417-023-01072-7

[2] Monitoramento da Integridade Estrutural de Vigas utilizando Técnicas de Aprendizado de Máquina, 2023. Mestrado em Integridade de Materiais da Engenharia - Universidade de Brasília (In Portuguese)

[3] Amanda A.S.R. de Sousa, Marcela R. Machado, Experimental vibration dataset collected of a beam reinforced with masses under different health conditions, Data in Brief, 2024, 110043, ISSN 2352-3409, https://doi.org/10.1016/j.dib.2024.110043.
DOI: 10.15468/dl.bl4ouk
title: Occurrence Download

description: A dataset containing 145476 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asparagus"
 ]
}

 The dataset includes 145476 records from 500 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057255-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wngjdz
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ireland",
 "TaxonKey is Hippophae L.",
 "Year 2013-2024"
 ]
}

 The dataset includes 38 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075882-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uuy4t4
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Agaricus bisporus (J.E.Lange) Imbach"
 ]
}

 The dataset includes 37 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093693-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p0nbdy
title: Occurrence Download

description: A dataset containing 218461 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Silene dioica (L.) Clairv."
 ]
}

 The dataset includes 218461 records from 593 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010495-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xnd3f3
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Suillus luteus (L.) Roussel"
 ]
}

 The dataset includes 47 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007445-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mjmks8
title: Occurrence Download

description: A dataset containing 332 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Observation, Human Observation, Material citation, Occurrence evidence)",
 "Continent is North America",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Puma yagouaroundi (É.Geoffroy Saint-Hilaire, 1803)",
 "Year 1995-2025"
 ]
}

 The dataset includes 332 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007446-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2jvnxz
title: CCDC 2349332: Experimental Crystal Structure Determination

description: Related Article: Zuzana Burešová, Monika Grygarová, Eva Prokopová, Milan Klikar, Oldřich Pytela, Jiří Váňa, Abul Mansur Muhammed Fahim, Kanyashree Jana, Ekaterina Zubova, Jan Bartáček, Jiří Tydlitát, Zdeňka Růžičková, Radek Cibulka, Kirk S. Schanze, Filip Bureš|2025|J.Catalysis|445|116033|doi:10.1016/j.jcat.2025.116033
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2lmljc
title: CCDC 2402113: Experimental Crystal Structure Determination

description: Related Article: Yu-Si Liu, Zhe-Kun Xu, Jia-Mei Zhang, Xiao-Gang Chen, Yan Qin, Zhong-Xia Wang|2025|Dalton Trans.|54|4706|doi:10.1039/D4DT03416C
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2lmlkd
title: CCDC 2402114: Experimental Crystal Structure Determination

description: Related Article: Yu-Si Liu, Zhe-Kun Xu, Jia-Mei Zhang, Xiao-Gang Chen, Yan Qin, Zhong-Xia Wang|2025|Dalton Trans.|54|4706|doi:10.1039/D4DT03416C
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.t7tv6p
title: Occurrence Download

description: A dataset containing 256 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Physiphora clausa (Macquart, 1844)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 256 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007448-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z2xwke
title: Occurrence Download

description: A dataset containing 4488 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudemys nelsoni Carr, 1938"
 ]
}

 The dataset includes 4488 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007449-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/0fd5bd30538bb1470b5049b129b0c30d
title: Jornada Basin LTER Cross-scale Interactions Study (CSIS) Block 7 meteorological station: 5-minute summary wind and air temperature data: 2013 - ongoing

description: This data package contains 5-minute air temperature and wind summary data from Jornada Basin LTER Cross Scale Interactions Study (CSIS) Block-7 met station. Average air temperature, wind speed, and wind direction are measured and calculated at an automated meteorological station connected to a 900 MHz spread spectrum wireless network. Wind speed is measured at 37cm, 75 cm, 150 cm, and 300 cm, wind direction at approximately 3m, and air temperature and relative humidity at approximate 2.5m. This is a subset of baseline weather data collected at the 15 Jornada Basin LTER CSIS study blocks, New Mexico. Measurements are aggregated at intervals of 5, 30, 60 minutes and daily, with precipitation additionally provided with 1 second aggregation during precipitation events. The met station variables measured include air temperature, precipitation, relative humidity, wind direction, wind speed. Precipitation is not measured at Block 1 and Block 12 because of proximity to Block 2 and Block 13, respectively . This is an ONGOING dataset.
DOI: 10.15468/dl.gm5b43
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Augochlorella karankawa Coelho, 2004",
 "Year 2020-2025"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007451-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.usagqq
title: Occurrence Download

description: A dataset containing 2230600 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Denmark",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than 50000",
 "Year is 2011",
 "DecimalLongitude is greater than or equal to 7.0",
 "DecimalLongitude is less than or equal to 15.5",
 "DecimalLatitude is greater than or equal to 54.5",
 "DecimalLatitude is less than or equal to 58.0"
 ]
}

 The dataset includes 2230600 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007432-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11523440
title: Ripple: A Long-Sighted Self-Adaptation Approach to Retrain Machine-Learning-Enabled Systems

description: Data files required to reproduce the results of paper "Ripple: A Long-Sighted Self-Adaptation Approach to Retrain Machine-Learning-Enabled Systems" submitted to ICSME 2025
DOI: 10.5281/zenodo.11523441
title: Ripple: A Long-Sighted Self-Adaptation Approach to Retrain Machine-Learning-Enabled Systems

description: Data files required to reproduce the results of paper "Ripple: A Long-Sighted Self-Adaptation Approach to Retrain Machine-Learning-Enabled Systems" submitted to ASE 2024
DOI: 10.5281/zenodo.11524438
title: Ripple: A Long-Sighted Self-Adaptation Approach to Retrain Machine-Learning-Enabled Systems

description: Data files required to reproduce the results of paper "Ripple: A Long-Sighted Self-Adaptation Approach to Retrain Machine-Learning-Enabled Systems" submitted to ICSME 2025
DOI: 10.15468/dl.gp4wht
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((1.1 51.2,1.2 51.2,1.2 51.3,1.1 51.3,1.1 51.2))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Meles meles (Linnaeus, 1758)",
 "Year 2013-2015"
 ]
}

 The dataset's 1 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007442-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jecpux
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Lactarius indigo (Schwein.) Fr."
 ]
}

 The dataset includes 56 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007452-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.neh9h6
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-0.4 51,-0.3 51,-0.3 51.1,-0.4 51.1,-0.4 51))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Meles meles (Linnaeus, 1758)",
 "Year 2013-2015"
 ]
}

 The dataset's 1 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007444-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t4auya
title: Occurrence Download

description: A dataset containing 30862884 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-125.90336 12.25166,-79.94632 12.25166,-79.94632 33.08433,-125.90336 33.08433,-125.90336 12.25166))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 30862884 records from 2858 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007435-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/ale-6sx-vhx
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/re1-hy8-6ec
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ekr-105-x55
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ksg-w16-y95
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vwy-3b1-fln
title: Eddiea J. Stanisic, 2020

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/flh-030-l33
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rqp-prc-pf2
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/65s-vxf-jcj
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/czs-6ga-g2z
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/ar/xma6rq
title: PAN-00124848 - unknown object (period unspecified)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00124848&lt;/p&gt;
description: Modified: 2025-01-13T17:45:58+01:00
DOI: 10.3535/5m6-bqe-rpn
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f4x-6v2-d2j
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gtw-1v0-dwd
title: Atopomelidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/ar/xmc0l9
title: PAN-00009877 - unknown object

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00009877&lt;/p&gt;
description: Modified: 2024-02-12T15:33:46+01:00
DOI: 10.3535/569-yhy-eeb
title: Analgidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wsm-e5h-l0t
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kbg-0rr-xd6
title: Rosensteiniidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vk0-xgp-38t
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.