cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/inscriptifact-ouc1sto1611505
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: 10.15468/dl.asx9dz
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000843-180920211646547/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nawrcs
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083413-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.og0odc
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000845-180920211646547/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87bm7h
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Turbinaria stellulata (Lamarck, 1816)",
 "Year 2000-2024"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072177-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kwfag3
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059890-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mqfxkr
title: Occurrence Download

description: A dataset containing 463 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "Geometry POLYGON((-138.95508 47.49345,-114.06445 47.49345,-114.06445 58.57627,-138.95508 58.57627,-138.95508 47.49345))",
 "TaxonKey is Cytisus scoparius (L.) Link",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 463 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016325-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jpd4bg
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Turdus feae (Salvadori, 1887)",
 "Year 2000-2024"
 ]
}

 The dataset includes 20 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072178-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lhh10o
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000917-180920211646547/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.829869
title: Nutrients and dissolved inorganic carbon in fluid chambers at Panarea CO2 seepage during ECO2-3 cruise
DOI: 10.15468/dl.e808b8
title: Occurrence Download

description: A dataset containing 727067634 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 727067634 records from 15792 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073209-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/k27-d9q-gzy
title: Lamna

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l6r-xrv-epg
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/33s-nkw-8jv
title: Macrocephalites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g61-fcm-4np
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/np5-4q1-6fd
title: Entoliidae Teppner, 1922

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0ck-997-8vn
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/91b-vc9-bd7
title: Pagrus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k53-z7v-rrr
title: †Dorothia conulus (Reuss, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4mj-77w-gb3
title: †Bulimina stokesi Cushman & Renz, 1946

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/52g-vyl-qq7
title: †Rhynchonella Fischer de Waldheim, 1809

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bhc-9sy-hvg
title: Mollusca

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/py4-ggd-6gc
title: †Globulina lacrima (Reuss, 1845)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cqs-y66-669
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pdp-3p6-1qg
title: †Gavelinella Brotzen, 1942

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2nh-vfr-cqb
title: Atherina

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ss9-cjv-xpt
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/knc-p25-6ta
title: Sillago

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/set-dvd-jhp
title: Hyperoplus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zqy-wk6-srl
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k38-krh-1xa
title: Clupea

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1f9-ktx-ca1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3sp-e91-1kr
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qwz-sms-b4k
title: Trisopterus capelanus (Lacepède, 1800)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2xg-x0t-9t7
title: Planulina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t0n-ctz-n4f
title: †Athyris M'Coy, 1844

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/362-48r-97m
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f74-fsx-w59
title: Guttulina communis (d'Orbigny, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b1n-h57-1zd
title: †Hypocladiscites subaratus (Mojsisovics, 1896)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jsl-x5q-000
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/06d-rkt-y01
title: Crocuta crocuta (Erxleben, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q3n-gww-2y2
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qp0-1r5-rc4
title: †Pseudonodosaria humilis (Roemer, 1841)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3cv-cqf-z59
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hvk-har-esr
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lhn-hcc-xf2
title: †Plectofrondicularia californica Cushman & Stewart, 1926

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/erx-kx9-axm
title: †Spirifer Sowerby, 1818

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qf2-fvy-e3k
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mc9-va7-7wg
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0nz-mmf-486
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5bp-6eq-551
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tqf-mj7-qaa
title: Trachinus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xrf-fc1-v14
title: Sus scrofa Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rnl-jb9-0fq
title: Trachurus trachurus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xae-26c-x7n
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4qp-qk0-l6r
title: Sus scrofa Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9s8-xt9-aem
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c57-m37-xgz
title: Squamata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.18815372
title: LeanDojo Benchmark 4

description: traced on v4.29.0-rc2 of Mathlib4
DOI: 10.5281/zenodo.15372179
title: LeanDojo Benchmark 4

description: traced on v4.29.0-rc2 of Mathlib4
DOI: 10.26207/1s85-8a30
title: Data and Code for "Generating a representative anthropometric dataset for U.S. children and youth" published in Applied Ergonomics

description: As described in the manuscript, these are synthesized stature, mass, and BMI (a measure of weight-for-stature) data for children and youth in the U.S. aged 24 to 239 months. There are an average of 500 individuals per month for males and 479 per month for females. The by-age population size (a target of ~500 individuals) was selected somewhat arbitrarily, although sex ratios were determined by US Census data. They result in populations of over 100,000 individuals for both males and females, averaging to approximately 6000 individuals per year. The intention is that unweighted statistical analysis on these data will produce results that are representative of the US population.
DOI: 10.5281/zenodo.18804469
title: Project A023: Structural Validation and Theoretical Coordinates for 8-Element High-Entropy Hydride (P6/mmm)

description: Overview:

This dataset contains the structural models and simulated diffraction data for Project A023, a high-entropy superconducting candidate (Ti_{0.7}Zr_{0.1}Ca_{0.2}Li_{1.0}B_4H_{5.38}F_{0.23}O_{0.07}). This record is specifically prepared for the Molecular Foundry Spring 2026 Proposal Call.

Technical Specifications:

Symmetry: Hexagonal P6/mmm (Space Group 191).

Lattice Constants: a = 4.84 Å, c = 2.99 Å.

Theoretical Framework: Informational Constraints Quantum Event Realism (ICQER).

Target Environment: Stable at 2–5 GPa (Moderate Pressure).

Data Contents:

Lattice_A023.cif: Concise crystallographic information file optimized for DFT (Density Functional Theory) input.

XRD_Simulation.csv: Predicted X-ray diffraction pattern (Cu-Kα) featuring the diagnostic primary peak at 12.5^\circ.

ICQER_Technical_Note.pdf: Brief theoretical justification for 8-element stabilization
DOI: 10.15468/dl.w9sebh
title: Occurrence Download

description: A dataset containing 116959 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (, , , , , , , , , , Erigeron canadensis x Erigeron sumatrensis, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , Erigeron sumatrensis, , , , , , , , , , , , , , , , , , , , , , Lasioglossum spectrum, , Alexandromys montebelli, , Aster ambiguus, Erigeron naudinii, , , , , , , , , , , Dimorphanthes ambigua, Erigeron naudinii, , , , , , , , , , , , , , Erigeron ambiguus, , , , , , , , , , , , , , Conyza naudinii, Conyza erigeroides, Conyza groegeri, Erigeron flahaultianus, , , , , , , , Erigeron naudinii, , , , , , , , , , , , , , , Erigeron musashensis, Erigeron musashiensis, Pulicaria gracilis, , , , , , , , , , , , , , , , , , , , Conyza sumatrensis, Baccharis ivifolia, , , , , , , , , , , Conyza altissima, Dimorphanthes floribunda, Conyza altissima, Conyza flahaultiana, Eschenbachia ambigua, , , , , , , , , , Conyza ambigua, Conyza gracilis, , , , , , , , )",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 116959 records from 982 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004314-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34804/supra.20210928156
title: Deciphering the host–guest chemistry of Acridine Yellow and Cucurbit[7]uril: An integrated spectroscopic and calorimetric study

description: null
DOI: 10.34804/supra.20210928189
title: Calixarene-induced aggregation of perylene bisimides

description: The complex-induced aggregation of perylene bisimides by p-sulfonatocalix[n]arenes was studied, where the aggregation stability, aggregation distance, as well as the degree of order of aggregation were all improved.
DOI: 10.6084/m9.figshare.29931491
title: Model weights for three animals and related results

description: There are trained YOLOv8 model weights for the three species (<i>Bathymodiolus azoricus</i>, <i>Segonzacia mesatlantica,</i> and <i>Mirocaris fortunata</i>) and associated results like confusion matrix, labels_correlogram, P_curve, PR_curve, R_curve, precision, recall, mAP, function_loss and so on.
DOI: 10.6084/m9.figshare.29931491.v5
title: Model weights for three animals and related results

description: There are trained YOLOv8 model weights for the three species (<i>Bathymodiolus azoricus</i>, <i>Segonzacia mesatlantica,</i> and <i>Mirocaris fortunata</i>) and associated results like confusion matrix, labels_correlogram, P_curve, PR_curve, R_curve, precision, recall, mAP, function_loss and so on.
DOI: 10.6084/m9.figshare.29931491.v4
title: Model weights for three animals and related results

description: There are trained YOLOv8 model weights for the three species (<i>Bathymodiolus azoricus</i>, <i>Segonzacia mesatlantica,</i> and <i>Mirocaris fortunata</i>) and associated results like confusion matrix, labels_correlogram, P_curve, PR_curve, R_curve, precision, recall, mAP, function_loss and so on.
DOI: 10.5281/zenodo.18815385
title: Minimal AI, maximum pedagogy: Do simple AI prompts produce meaningful learning gains in EFL argumentative writing revision?
DOI: 10.5281/zenodo.18815386
title: Minimal AI, maximum pedagogy: Do simple AI prompts produce meaningful learning gains in EFL argumentative writing revision?
DOI: 10.34740/kaggle/dsv/14994072
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.18815333
title: Evaluation of UKESM aerosol size and composition using ATom measurements indicates missing marine aerosol formation mechanisms - data resources

description: Data resources for He et al. publication: Evaluation of UKESM aerosol size and composition using ATom measurements indicates missing marine aerosol formation mechanisms (https://doi.org/10.5194/egusphere-2025-3700).

When referring to the data set, please cite He et al. publication.
DOI: 10.5281/zenodo.18815332
title: Evaluation of UKESM aerosol size and composition using ATom measurements indicates missing marine aerosol formation mechanisms - data resources

description: Data resources for He et al. publication: Evaluation of UKESM aerosol size and composition using ATom measurements indicates missing marine aerosol formation mechanisms (https://doi.org/10.5194/egusphere-2025-3700).

When referring to the data set, please cite He et al. publication.
DOI: 10.5281/zenodo.18799406
title: Data to reproduce the figures in the Optica paper "Earth-Scale Precursors of the Kamchatka Earthquake Revealed via Polarization Monitoring in Undersea Mediterranean Optical Fiber Links" by A. Mecozzi et al.

description: Data and code to reproduce the figures in the Optica paperA. Mecozzi et al., “Earth-Scale Precursors of the Kamchatka Earthquake Revealed via Polarization Monitoring in Undersea Mediterranean Optical Fiber Links,” Optica, https://doi.org/10.1364/OPTICA.586317

This repository provides the datasets required to reproduce the figures in the above Optica paper, together with MATLAB software to analyze and visualize them.

Data files

Each .mat file contains the measured transmission matrix in Jones space J (referred to as Jones matrix, from now on) and the corresponding Unix time vector time. The file names encode the start and end timestamps of the dataset.



2025-04-29T000000Z-2026-02-11T000000Z_CHA_ATH.matJones matrix J extracted at the Chania receiver of the Athens–Chania link, with corresponding Unix time time.

2025-03-01T000000Z-2026-02-11T000000Z_GEN_MAR.matJones matrix J extracted at the Genova receiver of the Marseille–Genova link, with corresponding Unix time time.

2025-04-20T000000Z-2026-02-11T000000Z_CAT_HAI.matJones matrix J extracted at the Catania receiver of the Haifa–Catania link, with corresponding Unix time time.

2025-03-03T000000Z-2026-02-11T000000Z_CAT_TAV.matJones matrix J extracted at the Catania receiver of the Tel Aviv–Catania link, with corresponding Unix time time.

2025-05-27T000000Z-2026-02-11T000000Z_ROM_GAR.matJones matrix J extracted at the Roma receiver of the Golfo Aranci–Roma link, with corresponding Unix time time.


Processing with Jones.m

When any of the above files are provided as input to Jones.m, the script returns the following output variables:



phi: the three components of the bare rotation vector.

phi1: the three components of the rotation vector compensated with respect to a reference rotation vector, computed by averaging over a time window specified (in hours) by the input parameter hours_averaging.

pdl: the polarization-dependent loss (PDL), in dB.

time: the Unix time vector (identical to the input time).

Twin: the averaging time window corresponding to hours_averaging, expressed in seconds.


The implementation follows the algorithm described in:A. Mecozzi et al., “Geophysical sensing using Jones matrices extracted from submarine optical cable transceivers carrying live traffic,” Optica 12, 1712–1719 (2025), https://doi.org/10.1364/OPTICA.57288

Plot reproduction with Plot_and_stats.m

The outputs produced by Jones.m can be provided as input to Plot_and_stats.m to reproduce the figures in:A. Mecozzi et al., “Earth-Scale Precursors of the Kamchatka Earthquake Revealed via Polarization Monitoring in Undersea Mediterranean Optical Fiber Links,” Optica, https://doi.org/10.1364/OPTICA.586317