cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18290521
title: Integrating AI in Structural Health Monitoring (SHM): A Systematic Review on Advances, Challenges, and Future Directions

description: The integration of Artificial Intelligence (AI) in Structural Health Monitoring (SHM) has garnered significant attention in recent years, driven by the need for enhanced safety, reliability, and efficiency in infrastructure management. This systematic review synthesizes the latest advancements in AI techniques applied to SHM, exploring various methodologies, including machine learning, deep learning, and data-driven approaches. We examine a wide range of applications, from real-time damage detection to predictive maintenance and anomaly detection in diverse structural types, including bridges, buildings, and offshore structures. Despite the promising developments, several challenges hinder the widespread adoption of AI in SHM, including data quality and quantity, interpretability of AI models, and integration with existing monitoring systems. We identify critical gaps in the current literature and propose future research directions that emphasize the need for robust algorithms, interdisciplinary collaboration, and the development of standardized protocols. This review serves as a comprehensive resource for researchers and practitioners aiming to advance the integration of AI in SHM, ultimately contributing to safer and more resilient infrastructure systems.
DOI: 10.5281/zenodo.18290522
title: Integrating AI in Structural Health Monitoring (SHM): A Systematic Review on Advances, Challenges, and Future Directions

description: The integration of Artificial Intelligence (AI) in Structural Health Monitoring (SHM) has garnered significant attention in recent years, driven by the need for enhanced safety, reliability, and efficiency in infrastructure management. This systematic review synthesizes the latest advancements in AI techniques applied to SHM, exploring various methodologies, including machine learning, deep learning, and data-driven approaches. We examine a wide range of applications, from real-time damage detection to predictive maintenance and anomaly detection in diverse structural types, including bridges, buildings, and offshore structures. Despite the promising developments, several challenges hinder the widespread adoption of AI in SHM, including data quality and quantity, interpretability of AI models, and integration with existing monitoring systems. We identify critical gaps in the current literature and propose future research directions that emphasize the need for robust algorithms, interdisciplinary collaboration, and the development of standardized protocols. This review serves as a comprehensive resource for researchers and practitioners aiming to advance the integration of AI in SHM, ultimately contributing to safer and more resilient infrastructure systems.
DOI: 10.15468/dl.r9j2qk
title: Occurrence Download

description: A dataset containing 1377 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Deroceras laeve",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1377 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018041-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.16501.84966
title: Mit PARIS formulierte Anforderungen an das Software Engineering von Big-Data-Anwendungen: Ergebnis eines Systematic Literature Reviews
DOI: 10.15468/dl.96rqnc
title: Occurrence Download

description: A dataset containing 23791 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is OR"
 ]
}

 The dataset includes 23791 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018039-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hngsfj
title: Occurrence Download

description: A dataset containing 3641 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Quercus ithaburensis",
 "BasisOfRecord is one of (Human Observation)"
 ]
}

 The dataset includes 3641 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018040-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jsjk7e
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.28_1",
 "TaxonKey is Trifolium lupinaster"
 ]
}

 The dataset includes 105 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018042-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jdb937
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diadegma blackburni",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018044-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18290565
title: Oenothera indecora Cambess. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:51
DOI: 10.5281/zenodo.18290564
title: Oenothera indecora Cambess. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:51
DOI: 10.5281/zenodo.18290571
title: Oenothera indecora subsp. indecora. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:51
DOI: 10.5281/zenodo.18290570
title: Oenothera indecora subsp. indecora. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:51
DOI: 10.15468/dl.mz6am5
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Quercus macranthera",
 "BasisOfRecord is one of (Human Observation)"
 ]
}

 The dataset includes 117 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018047-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5e7ju
title: Occurrence Download

description: A dataset containing 24446 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Lithuania",
 "DatasetKey is BirdMap Data - GPS tracking of Storks, Cranes and birds of prey, breeding in Northern and Eastern Europe"
 ]
}

 The dataset includes 24446 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018045-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wve52z
title: Occurrence Download

description: A dataset containing 23791 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is OR"
 ]
}

 The dataset includes 23791 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018046-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18290575
title: Oenothera longiflora L. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:51
DOI: 10.5281/zenodo.18290576
title: Oenothera longiflora L. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:51
DOI: 10.5281/zenodo.18290583
title: Oenothera longiflora subsp. longiflora. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:51
DOI: 10.5281/zenodo.18290584
title: Oenothera longiflora subsp. longiflora. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:51
DOI: 10.15468/dl.frv9a6
title: Occurrence Download

description: A dataset containing 44847 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Didelphis virginiana",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 44847 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018048-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8edumn
title: Occurrence Download

description: A dataset containing 13119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Quercus nigra",
 "BasisOfRecord is one of (Human Observation)"
 ]
}

 The dataset includes 13119 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018049-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18290606
title: Oenothera minor  (A.Nelson) Munz. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:51
DOI: 10.5281/zenodo.18290605
title: Oenothera minor  (A.Nelson) Munz. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:51
DOI: 10.15468/dl.9wcbcd
title: Occurrence Download

description: A dataset containing 3396 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((13.18793 41.23996,13.71955 41.22148,13.73625 41.49927,13.20225 41.51785,13.18793 41.23996))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 1990-2026"
 ]
}

 The dataset includes 3396 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018051-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17445251
title: Phase three

description: Phase thrre trials.
DOI: 10.5281/zenodo.18290597
title: Phase three

description: Phase thrre trials.
DOI: 10.15468/dl.3symzm
title: Occurrence Download

description: A dataset containing 614 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diorhabda carinulata",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 614 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018052-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18290607
title: Oenothera missouriensis Sims. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:51
DOI: 10.5281/zenodo.18290608
title: Oenothera missouriensis Sims. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:51
DOI: 10.6084/m9.figshare.30069595
title: Multiple key hosts and ecological network structure shape viral prevalence across multispecies communities of bees

description: Data associated with the manuscript: "Multiple key hosts and ecological network structure shape viral prevalence across multispecies communities of bees".<br>Read Metadata.xlsx file for description of each dataset and README.md for description of R scripts.The Rproject of this study uses renv to store package and R version data (see README.md).<br>Contact details: Patrycja Pluta, patrycja.pluta@zoologie.uni-halle.de
DOI: 10.6084/m9.figshare.30069595.v1
title: Multiple key hosts and ecological network structure shape viral prevalence across multispecies communities of bees

description: Data associated with the manuscript: "Multiple key hosts and ecological network structure shape viral prevalence across multispecies communities of bees".<br>Read Metadata.xlsx file for description of each dataset and README.md for description of R scripts.The Rproject of this study uses renv to store package and R version data (see README.md).<br>Contact details: Patrycja Pluta, patrycja.pluta@zoologie.uni-halle.de
DOI: 10.15468/dl.j7yj7d
title: Occurrence Download

description: A dataset containing 585 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Saguinus oedipus",
 "Year 2022-2026"
 ]
}

 The dataset includes 585 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018053-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14538463
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.xc9wqy
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diorhabda elongata",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018054-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ketez
title: Occurrence Download

description: A dataset containing 541328024 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-95.54903 10.84161,-80.017 9.5625,-79.10335 16.50623,-95.00084 31.85554,-111.99471 48.8494,-125.69944 54.3313,-132.8259 43.73297,-122.4103 24.18088,-103.77187 12.85164,-95.54903 10.84161))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 541328024 records from 5634 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018018-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qfc7x9
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Butia pubispatha Noblick & Lorenzi"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003258-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2024-04.3095891/2561556
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3095892/2561557
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3095893/2561558
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3095894/2561559
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3095895/2561560
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3095896/2561561
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3095897/2561562
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3095898/2561563
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3095899/2561564
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3095900/2561565
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3095901/2561566
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3095902/2561567
title: Data for EMSL Project 51287 from April 2024
DOI: 10.3535/asl-l7s-zw3
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1lb-rc7-jfr
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t21-dsj-r4l
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3kv-3xw-q1f
title: Sus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4b3-mpk-mr9
title: Orthiopteris Copel.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8d0-886-5zh
title: Orthiopteris Copel.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9k9-5k8-xav
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bbe-3xz-11v
title: Orthiopteris Copel.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lpq-spl-4aa
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yc9-yyw-3rh
title: Sus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5at-y9x-4yg
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v9j-bs5-0k3
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/65f-6hh-179
title: Acrocodia indica (Desmarest, 1819)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/76l-bge-yqx
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mab-ztf-m50
title: Voacanga Thouars

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mkf-dem-rap
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jhy-qs0-82x
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qnp-yhw-trh
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rk3-tw9-tt8
title: Batagur

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/81k-80p-f8n
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ff0-pdm-2bf
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/erm-psk-eha
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/syz-cp5-nqk
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nea-q1f-vnl
title: Chitra

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ykl-atw-xze
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7ng-t94-9j5
title: Orthiopteris Copel.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vbf-b43-r1j
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5kv-blv-ml9
title: Lepidophyllum Cass.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.17649130
title: Search strategies for the addition of congenital adrenal hyperplasia (CAH) to the national newborn screening programme

description: The dataset includes the complete, reproducible search strategies for all bibliographic databases searched during this project. The search strategies were designed to find peer reviewed literature to answer the following research question: 

What is the clinical effectiveness and safety of NBS for CAH?
DOI: 10.5281/zenodo.17649131
title: Search strategies for the addition of congenital adrenal hyperplasia (CAH) to the national newborn screening programme

description: The dataset includes the complete, reproducible search strategies for all bibliographic databases searched during this project. The search strategies were designed to find peer reviewed literature to answer the following research question: 

What is the clinical effectiveness and safety of NBS for CAH?
DOI: 10.5517/ccdc.csd.cc2gkmk7
title: CCDC 2281059: Experimental Crystal Structure Determination

description: Related Article: Alexandra R. Ibbott, Peter N. Horton, Simon J. Coles, Simon J. A. Pope|2025|Dalton Trans.|54|15986|doi:10.1039/d5dt02287h
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.cc2gkml8
title: CCDC 2281060: Experimental Crystal Structure Determination

description: Related Article: Alexandra R. Ibbott, Peter N. Horton, Simon J. Coles, Simon J. A. Pope|2025|Dalton Trans.|54|15986|doi:10.1039/d5dt02287h
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.