cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/inscriptifact-ouc1sto1608046
title: InscriptiFact -- an image database of inscriptions and artifacts

description: The InscriptiFact Collection is designed to allow access via the Internet to high-resolution images of ancient inscriptions and artifacts, primarily from the Near Eastern and Mediterranean Worlds. The targeted inscriptions constitute some of the world’s earliest written records, which are mostly housed in a number of international museums and libraries, as well as field projects where inscriptions still remain in situ. Included, for example, are, selected Dead Sea Scrolls; cuneiform tablets from Mesopotamia, Persia, Canaan and Egypt; early Jewish papyri from Egypt; lapidary inscriptions, primarily from Jordan, Lebanon and Cyprus; inscriptions on a variety of hard media (e.g., ostraca, copper, semi-precious stones, jar handles) mostly written in early Canaanite, Phoenician, Hebrew, Aramaic, Ammonite and Edomite; and much more. These ancient texts are foundational documents that serve as a point of reference for Judaism, Christianity, Islam and the cultures out of which they emerged. The name "InscriptiFact" is intended to convey the concept of a scholarly archive based on "facts" about "inscriptions" and "artifacts." West Semitic Research Project (WSRP) under the auspices of the University of Southern California (USC) is broadly acknowledged as a leader in the application of photographic and digital technologies to capture and analyze data of ancient texts. The West Semitic Research image archive now contains approximately 1,500,000 images. Important! Search terms with more than one word or number need to be enclosed in quotation marks.Guide to Searching InscriptiFact
DOI: 10.25549/jrbm-ouc16322253
title: 增補佛像圖彙 / 紀秀信畫圖

description: Title from table of contents. On double leaves, traditional East Asian binding style (fukurotoji). On lining paper: Tōto Shoshi Bun'eidōzō. Originally published: 1690. In Kanbun, with reading marks; Sanskrit at the head of some captions.
DOI: 10.25549/inscriptifact-ouc110593774
title: Persepolis Fortification Elamite Tablet 0894, PF-NN 0894

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF-NN 0894 ❧ [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-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text.
DOI: 10.15468/dl.dcj82k
title: Occurrence Download

description: A dataset containing 81650 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Conoidasida"
 ]
}

 The dataset includes 81650 records from 411 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011601-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sb5g07
title: Occurrence Download

description: A dataset containing 857092464 species occurrences available in GBIF matching the query:
{
 "BasisOfRecord" : [
 "is Human Observation"
 ]
}

 The dataset includes 857092464 records from 12058 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050169-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15490234
title: Data for the AMOC Collapse Visualisation

description: Data for the online AMOC Collapse Visualisation, the tool can be accessed at amocscenarios.org

More details on the data can be found at: https://zenodo.org/records/14586440

More details, methodology and limitations are provided in the full study: https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2025GL114611
DOI: 10.5281/zenodo.15490235
title: Data for the AMOC Collapse Visualisation

description: Data for the online AMOC Collapse Visualisation, the tool can be accessed at amocscenarios.org

More details on the data can be found at: https://zenodo.org/records/14586440

More details, methodology and limitations are provided in the full study: https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2025GL114611
DOI: 10.15468/dl.7j7yuk
title: Occurrence Download

description: A dataset containing 718 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-1569.0",
 "Geometry POLYGON((6.25375 50.43919,7.7129 50.43919,7.7129 51.0641,6.25375 51.0641,6.25375 50.43919))",
 "IucnRedListCategory is one of (CR, EX, EN)",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Squamata, Aves, Amphibia, Testudines, Sphenodontia, Crocodylia, Mammalia)",
 "Year 2015-2025"
 ]
}

 The dataset includes 718 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005028-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tkqq7a
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Pomatostomus temporalis)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 27 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033563-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16786821
title: DQVF‑333 – Registro 002 (comparativo 48h + projeções D+1/D+3)

description: “Encadeado ao Registro 001 via prev_hash. Inclui comparativo Motor‑A vs Motor‑B (últimas 48h) e projeções D+1/D+3 com Sol/Kp/Bz, Schumann, VAAC e música do planeta (Δtom/harmonia).”
DOI: 10.5281/zenodo.16786822
title: DQVF‑333 – Registro 002 (comparativo 48h + projeções D+1/D+3)

description: “Encadeado ao Registro 001 via prev_hash. Inclui comparativo Motor‑A vs Motor‑B (últimas 48h) e projeções D+1/D+3 com Sol/Kp/Bz, Schumann, VAAC e música do planeta (Δtom/harmonia).”
DOI: 10.15468/dl.9xkwjg
title: Occurrence Download

description: A dataset containing 1170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Zosterornis whiteheadi)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 1170 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033565-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zakpsn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Pomatostomus temporalis)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033564-250802193616735/datasets/export for details.
DOI: 10.15468/dl.28ywzs
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parapercis lutevittata"
 ]
}

 The dataset includes 116 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033566-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hnwdbg
title: Occurrence Download

description: A dataset containing 508121909 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-180 23.5,180 23.5,180 90,-180 90,-180 23.5))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (May, June, July)",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 1960-2025"
 ]
}

 The dataset includes 508121909 records from 8803 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033511-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.83tdxx
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oxalis debilis",
 "Country is Viet Nam",
 "HasCoordinate is true"
 ]
}

 The dataset includes 44 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081689-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ykkb6r
title: Occurrence Download

description: A dataset containing 668 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ulva lactuca",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 668 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081690-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/ng8-4zq-9rc
title: Amphistegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zvk-t6y-ebt
title: Baggina Cushman, 1926

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4b7-0sh-lvz
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z04-6bp-ags
title: Heterostegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hpw-nqk-bky
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wpa-tnb-yc9
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z41-xvj-kr4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4ca-b1k-q5d
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/71a-enm-t5b
title: Mollusca

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8sl-j5l-tr8
title: †Miogypsina Sacco, 1893

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/72r-ha1-lah
title: †Pellatispira Boussac, 1906

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k5b-0wk-xrl
title: Marginopora Quoy & Gaimard in Blainville, 1830

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1vj-pzy-rzw
title: †Lepidocyclina Gümbel, 1870

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7kp-vkh-pb4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/glp-ys6-31v
title: †Gyroidinoides globosa (Hagenow, 1842)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1d3-ps7-pv5
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/brb-lzy-jem
title: Carya Nutt.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cjx-5y9-rpr
title: †Spiroclypeus tidoenganensis van der Vlerk, 1925

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q4m-a98-agv
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d16-j70-svf
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r7x-4el-gqh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/waf-krl-7vf
title: Amphistegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ap9-tmd-yyj
title: Foraminifera d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/thx-6bn-y5y
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z9n-ldy-vzf
title: †Caveastomella adolphina (d'Orbigny, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.b6h5vc
title: Occurrence Download

description: A dataset containing 2110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vulpes vulpes",
 "Year 2010-2025"
 ]
}

 The dataset includes 2110 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022442-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/5sa-270-2cy
title: Quinqueloculina cuvieriana d'Orbigny, 1839

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dk1-44d-2yp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bf4-j66-87w
title: Heterostegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p24-xme-faw
title: Operculinella Yabe, 1918

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q2m-ttg-fan
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/540-wb3-4fq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ln0-hpb-653
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x5q-re2-d95
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zbp-v29-jth
title: †Lepidocyclina Gümbel, 1870

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0qq-72k-qp8
title: Uvigerina pygmaea d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3a4-jdp-4v3
title: Heterostegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ec4-w16-lfr
title: †Nummulites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a81-545-trf
title: Carpenteria Gray, 1858

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.29750067
title: Modeling the tendon-bone dynamic interaction while wrapping and unwrapping using bond graph

description: The dynamic wrapping and unwrapping of tendons or ligaments around bones critically influence tendon stretch, bone-periosteum contact forces, and joint motion. Accurately modeling this interaction over irregular bone surfaces is complex. This study introduces a novel framework using 3D point cloud bone geometry enveloped by a soft periosteum layer, modeled via nonlinear stiffness and damping fields. Tendons/ligaments are represented as elastic strings with distributed point masses linked by nonlinear stiffness and damping. Multibond graph submodels capture the coupled dynamics between tendon, periosteum, and bone. Simulations in planar and 3D cases demonstrate the model’s robustness, offering new insights into biomechanical motion and joint mechanics.
DOI: 10.6084/m9.figshare.29750067.v1
title: Modeling the tendon-bone dynamic interaction while wrapping and unwrapping using bond graph

description: The dynamic wrapping and unwrapping of tendons or ligaments around bones critically influence tendon stretch, bone-periosteum contact forces, and joint motion. Accurately modeling this interaction over irregular bone surfaces is complex. This study introduces a novel framework using 3D point cloud bone geometry enveloped by a soft periosteum layer, modeled via nonlinear stiffness and damping fields. Tendons/ligaments are represented as elastic strings with distributed point masses linked by nonlinear stiffness and damping. Multibond graph submodels capture the coupled dynamics between tendon, periosteum, and bone. Simulations in planar and 3D cases demonstrate the model’s robustness, offering new insights into biomechanical motion and joint mechanics.
DOI: 10.6084/m9.figshare.29750079
title: Data envelopment analysis clustering: an optimization based machine learning

description: Clustering algorithms are commonly used to group units based on their intrinsic characteristics, represented by various features, typically divided into cost features and benefit features. Most existing clustering methods analyze these features based on distance functions, and the cost-benefit relationship is not a focus. In this study, we approach clustering from the perspective of constructing a composite index reflecting the cost-benefit ratio. We utilize data envelopment analysis (DEA) to develop a “k-DEA-weights” clustering method to identify clusters and reveal the relative degree of importance of different features within each cluster to enhance the explainability of clustering outcomes. The proposed method can be viewed as an optimization-based explainable machine learning technique. We first employ a DEA cross-efficiency model to calculate cross-evaluated weights for units and a group DEA cross-efficiency model to obtain common weights for clusters. Through an iterative heuristic algorithm, we optimize the clustering process by minimizing the distance between the cross-evaluated weights and the common weights within a cluster. To validate its effectiveness, we conduct numerical experiments that demonstrate strong clustering performance. We then apply it to Chunyu Doctor platform, a Chinese online healthcare consultation platform. The results provide actionable insights for optimizing services and improving user experience.
DOI: 10.6084/m9.figshare.29750079.v1
title: Data envelopment analysis clustering: an optimization based machine learning

description: Clustering algorithms are commonly used to group units based on their intrinsic characteristics, represented by various features, typically divided into cost features and benefit features. Most existing clustering methods analyze these features based on distance functions, and the cost-benefit relationship is not a focus. In this study, we approach clustering from the perspective of constructing a composite index reflecting the cost-benefit ratio. We utilize data envelopment analysis (DEA) to develop a “k-DEA-weights” clustering method to identify clusters and reveal the relative degree of importance of different features within each cluster to enhance the explainability of clustering outcomes. The proposed method can be viewed as an optimization-based explainable machine learning technique. We first employ a DEA cross-efficiency model to calculate cross-evaluated weights for units and a group DEA cross-efficiency model to obtain common weights for clusters. Through an iterative heuristic algorithm, we optimize the clustering process by minimizing the distance between the cross-evaluated weights and the common weights within a cluster. To validate its effectiveness, we conduct numerical experiments that demonstrate strong clustering performance. We then apply it to Chunyu Doctor platform, a Chinese online healthcare consultation platform. The results provide actionable insights for optimizing services and improving user experience.
DOI: 10.15468/dl.equrs7
title: Occurrence Download

description: A dataset containing 35955 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The Freshwater Biodiversity Information System (FBIS) Fish Data"
 ]
}

 The dataset includes 35955 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017141-250426092105405/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.28448252
title: a distributed data-driven system

description: This study develope a distributed data-driven system to enhance the efficiency of wildfire monitoring and the accuracy of wildfire forecasting.
DOI: 10.15468/dl.f85mef
title: Occurrence Download

description: A dataset containing 407 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is True",
 "HasGeospatialIssue is False",
 "OccurrenceStatus is Present",
 "TaxonKey is Dipus sagitta (Pallas, 1773)"
 ]
}

 The dataset includes 407 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017140-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.