cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/inscriptifact-ouc110626506
title: Persepolis Fortification Aramaic Text 704, PFAT 704

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 704 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with Aramaic text. ❧ [Physical Object Note:] Damage or cracks on all sides.
DOI: 10.25549/inscriptifact-ouc110627113
title: Persepolis Fortification Aramaic Text 718, PFAT 718

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 718 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with Aramaic text. Seal impressions on bottom edge, flat edge, obverse, reverse and upper edge. ❧ [Physical Object Note:] Damage or cracks on obverse and right edge.
DOI: 10.25549/inscriptifact-ouc110626497
title: Persepolis Fortification Aramaic Text 704, PFAT 704

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 704 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with Aramaic text. ❧ [Physical Object Note:] Damage or cracks on all sides.
DOI: 10.25549/inscriptifact-ouc1sto1612282
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.4xm9qk
title: Occurrence Download

description: A dataset containing 294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Santolina semidentata"
 ]
}

 The dataset includes 294 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026600-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110622909
title: Persepolis Fortification Anepigraphic Tablet 0712.202, PFAnep 0712.202

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAnep 0712.202, PFUT 0712-202 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions on bottom edge, left edge, obverse, reverse. ❧ [Physical Object Note:] Black spots or splotches, particularly on bottom edge, reverse, some on obverse. Small cracks on left edge, upper edge.
DOI: 10.25549/inscriptifact-ouc110627100
title: Persepolis Fortification Aramaic Text 718, PFAT 718

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 718 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with Aramaic text. Seal impressions on bottom edge, flat edge, obverse, reverse and upper edge. ❧ [Physical Object Note:] Damage or cracks on obverse and right edge.
DOI: 10.15468/dl.zmxkb9
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Artemisia vulgaris",
 "Country is Indonesia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087015-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5tbbv
title: Occurrence Download

description: A dataset containing 4819 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chalcostigma stanleyi)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 4819 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087016-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6adsw3
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 (Peucedramus taeniatus)",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087017-250717081556266/datasets/export for details.
DOI: 10.15468/dl.mrnkn2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aborichthys garoensis)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087020-250717081556266/datasets/export for details.
DOI: 10.34740/kaggle/dsv/13398157
title: Market Prices of Commodities in South Tangerang
DOI: 10.25549/satjrnl-m125
title: Adskaia pochta, vol. 1, no. 3 (1906-06)

description: [description (english with transliteration)] Adskaia pochta [Hellish Post], no. 3, June 1906. Published by E. E. Lansere. Edited by P. N. Troianskii. St. Petersburg. Тypography: "Tovarishchestvo [Company] R. Golike and A. Vil'borg." Journal of political satire -- Rudzinskii, no. 1; BPIR, no. 23.; Artists and writers: Leonid Andreev, I. Bilibin, M. Gor'kii, Z. Grzhebin, M. Dobuzhinskii, O. Dymov, Viach. Ivanov, D. Kardovskii, A. Kuprin, E. Lansere, Silen, K. Somov, V. Serov, and G. Chulkov release the journal "Adskaia pochta." Contributors from the journal "Simplicissimus" -T.T. Heine, Bruno Paul, R. Vilke, O. Gulbranson.
DOI: 10.15468/dl.4x5c7g
title: Occurrence Download

description: A dataset containing 33502 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pelodytes punctatus"
 ]
}

 The dataset includes 33502 records from 836 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002725-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/satjrnl-ouc112745613
title: Bomby, no. 1 (1906)

description: [description (english with transliteration)] Bomby [Bombs], no. 1, [January] 1906. Published by P. A. Kartavov. Edited by P. A. Kartavov. St. Petersburg. Тypography: Commercial typography. Journal of political satire. This issue contains poetry, prose, pictures and illustrations.
DOI: 10.17863/cam.127704
title: Research data supporting "Balancing Molecular Sensitization and Surface Passivation in Lanthanide-Doped Nanoparticle-Based Organic–Inorganic Nanohybrids"

description: The source data file includes size distribution of NPs, photoluminescence excitation/emission/decay measurements, TCSPC measurements, emission enhancement factor, picosecond and nanosecond transient absorption. All data is formatted in Excel file. See also the Readme file.
DOI: 10.17863/cam.127846
title: Research data supporting "Tuneable interfacial to filamentary resistive switching mechanism in room-temperature-grown amorphous YBa2Cu3O7 with excess Cu addition"

description: This dataset contains csv files of the original electrical measurements supporting the referenced journal publication. The columns in the files all have headers to indicate the measured parameter.
DOI: 10.25549/satjrnl-m111
title: Adskaia pochta, no. 2 (1906-05)

description: [description (english with transliteration)] Adskaia pochta [Hellish Post], no. 2, [May] 1906. Published by E. E. Lansere. Edited by P. N. Troianskii. St. Petersburg. Тypography: Тоvarishchestvo [Company] R. Golike and A. Vil'borg. Journal of political satire -- Rudzinskii, no. 1; BPIR, no. 23.; Artists: B.I. Anisfel'd, L.S. Bakst, Aleks. Benois, I.Ya. Bilibin, I.I. Brodskii, Aksel Gallen (Finland), P. Galonen (Finland), A.F. Gaush, I.E. Grabar', Z.I. Grzhebin, M.D. Erro Ernefel'd (Finland), A. Zal'tsman, S.V. Ivanov, D.N. Kardovskii, E.S. Kruglikova, B.M. Kustodiev, E.E. Lansere, M.P. Latri, V.N. Levitskii, A. Liubimov, E.K. Makovskaia, V.D. Milioti, N.D. Milioti, A.P. Ostroumova, L.O. Pasternak, I. Plekhanov, I. Rissanen (Finland), Iu.I. Repin, Saarinen (Finland), K.A. Somov, D.S. Stelletskii, V.A. Serov, P.N. Troianskii, V.Ia. Chembers, M.Ch., P.I. Shcherbov, K.F. Iuon. Writers: Allegro, A. Amfiteatrov, L. Andreev, M.P. Artsybashev, K.D. Bal'mont, A. Blok, V. Briusov, A. Bely, I. Bunin, Galich, M. Gor'kii, S. Gusev-Orenburgskii, O. Dymov, V. Zhabotinskii, B. Zaitsev, L. Zinov'eva-Annibal, Viach. Ivanov, V.V. Karrik, N. Krandievskaia, A.I. Kuprin, A.B. Petrishchev, S.L. Poliakov, Pek, A.M. Remizov, Silen, Skitalets, F. Sologub, Teffi, D.V. Filosofov, E.N. Chirikov, K. Chukovskii, G. Chulkov, K. Erberg and A.A. Iablonovskii.
DOI: 10.17863/cam.127861
title: Hornsund ice classifications 2018-2023

description: Large set of images derived from classification of Planetscope satellite data of the area around Hornsund, Svalbard. The images contain index values from which the presence of thick or thin sea ice or open water can be deduced, and cover an area roughly 5 x 5 km with 3-metre pixels. The data are for the years 2018, 2019, 2022 and 2023. Full details of how the data were created and how they can be visualised are included in a readme file and a copy of the associated publication.
DOI: 10.6084/m9.figshare.30764568
title: Deep Discrete Encoders: Identifiable Deep Generative Models for Rich Data with Discrete Latent Layers

description: In the era of generative AI, deep generative models (DGMs) with latent representations have gained tremendous popularity. Despite their impressive empirical performance, the statistical properties of these models remain underexplored. DGMs are often overparameterized, non-identifiable, and uninterpretable black boxes, raising serious concerns when deploying them in high-stakes applications. Motivated by this, we propose interpretable deep generative models for rich data types with discrete latent layers, called <i>Deep Discrete Encoders</i> (DDEs). A DDE is a directed graphical model with multiple binary latent layers. Theoretically, we propose transparent identifiability conditions for DDEs, which imply progressively smaller sizes of the latent layers as they go deeper. Identifiability ensures consistent parameter estimation and inspires an interpretable design of the deep architecture. Computationally, we propose a scalable estimation pipeline of a layerwise nonlinear spectral initialization followed by a penalized stochastic approximation EM algorithm. This procedure can efficiently estimate models with exponentially many latent components. Extensive simulation studies for high-dimensional data and deep architectures validate our theoretical results and demonstrate the excellent performance of our algorithms. We apply DDEs to three diverse real datasets with different data types to perform hierarchical topic modeling, image representation learning, and response time modeling in educational testing. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.6084/m9.figshare.30764568.v1
title: Deep Discrete Encoders: Identifiable Deep Generative Models for Rich Data with Discrete Latent Layers

description: In the era of generative AI, deep generative models (DGMs) with latent representations have gained tremendous popularity. Despite their impressive empirical performance, the statistical properties of these models remain underexplored. DGMs are often overparameterized, non-identifiable, and uninterpretable black boxes, raising serious concerns when deploying them in high-stakes applications. Motivated by this, we propose interpretable deep generative models for rich data types with discrete latent layers, called <i>Deep Discrete Encoders</i> (DDEs). A DDE is a directed graphical model with multiple binary latent layers. Theoretically, we propose transparent identifiability conditions for DDEs, which imply progressively smaller sizes of the latent layers as they go deeper. Identifiability ensures consistent parameter estimation and inspires an interpretable design of the deep architecture. Computationally, we propose a scalable estimation pipeline of a layerwise nonlinear spectral initialization followed by a penalized stochastic approximation EM algorithm. This procedure can efficiently estimate models with exponentially many latent components. Extensive simulation studies for high-dimensional data and deep architectures validate our theoretical results and demonstrate the excellent performance of our algorithms. We apply DDEs to three diverse real datasets with different data types to perform hierarchical topic modeling, image representation learning, and response time modeling in educational testing. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.5281/zenodo.18806077
title: DataSet
DOI: 10.5281/zenodo.18806076
title: DataSet
DOI: 10.15468/dl.37yh2e
title: Occurrence Download

description: A dataset containing 3979 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caupolicana"
 ]
}

 The dataset includes 3979 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002727-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/satjrnl-ouc112744971
title: Bomby, no. 2 (1906-01)

description: [description (english with transliteration)] Bomby [Bombs], no. 2, [January] 1906. Published by P. A. Kartavov. Edited by P. A. Kartavov. St. Petersburg. Тypography: Commercial typography. Journal of political satire. This issue contains poetry, prose, pictures and illustrations.
DOI: 10.25505/fiz.icsd.cc2ph007
title: CSD 2487068: Experimental Crystal Structure Determination

description: Related Article: Armance Sagot, Lorenzo Stievano, Vadim M. Kovrugin, Tanguy Soudant, Valerie Pralong
|2026|J.Mater.Chem.A|||doi:10.1039/D5TA07398G
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2pvwn3
title: CCDC 2498496: Experimental Crystal Structure Determination

description: Related Article: Kazuma Kurokawa, Aki Kohyama, Yusuke Kuroda, Keisuke Tao-Kakuyama, Hiroshi Takikawa, Kiyosei Takasu|2026|Chemical Science|||doi:10.1039/D5SC09144F
description: Related Article: Kazuma Kurokawa, Aki Kohyama, Yusuke Kuroda, Keisuke Tao-Kakuyama, Hiroshi Takikawa, Kiyosei Takasu|2026|CSD Communication|||
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.cc2pvwp4
title: CCDC 2498497: Experimental Crystal Structure Determination

description: Related Article: Kazuma Kurokawa, Aki Kohyama, Yusuke Kuroda, Keisuke Tao-Kakuyama, Hiroshi Takikawa, Kiyosei Takasu|2026|Chemical Science|||doi:10.1039/D5SC09144F
description: Related Article: Kazuma Kurokawa, Aki Kohyama, Yusuke Kuroda, Keisuke Tao-Kakuyama, Hiroshi Takikawa, Kiyosei Takasu|2026|CSD Communication|||
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.cc2pvwq5
title: CCDC 2498498: Experimental Crystal Structure Determination

description: Related Article: Kazuma Kurokawa, Aki Kohyama, Yusuke Kuroda, Keisuke Tao-Kakuyama, Hiroshi Takikawa, Kiyosei Takasu|2026|Chemical Science|||doi:10.1039/D5SC09144F
description: Related Article: Kazuma Kurokawa, Aki Kohyama, Yusuke Kuroda, Keisuke Tao-Kakuyama, Hiroshi Takikawa, Kiyosei Takasu|2026|CSD Communication|||
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.cc2pvwr6
title: CCDC 2498499: Experimental Crystal Structure Determination

description: Related Article: Kazuma Kurokawa, Aki Kohyama, Yusuke Kuroda, Keisuke Tao-Kakuyama, Hiroshi Takikawa, Kiyosei Takasu|2026|Chemical Science|||doi:10.1039/D5SC09144F
description: Related Article: Kazuma Kurokawa, Aki Kohyama, Yusuke Kuroda, Keisuke Tao-Kakuyama, Hiroshi Takikawa, Kiyosei Takasu|2026|CSD Communication|||
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.cc2pvws7
title: CCDC 2498500: Experimental Crystal Structure Determination

description: Related Article: Kazuma Kurokawa, Aki Kohyama, Yusuke Kuroda, Keisuke Tao-Kakuyama, Hiroshi Takikawa, Kiyosei Takasu|2026|Chemical Science|||doi:10.1039/D5SC09144F
description: Related Article: Kazuma Kurokawa, Aki Kohyama, Yusuke Kuroda, Keisuke Tao-Kakuyama, Hiroshi Takikawa, Kiyosei Takasu|2026|CSD Communication|||
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.cc2pvwt8
title: CCDC 2498501: Experimental Crystal Structure Determination

description: Related Article: Kazuma Kurokawa, Aki Kohyama, Yusuke Kuroda, Keisuke Tao-Kakuyama, Hiroshi Takikawa, Kiyosei Takasu|2026|Chemical Science|||doi:10.1039/D5SC09144F
description: Related Article: Kazuma Kurokawa, Aki Kohyama, Yusuke Kuroda, Keisuke Tao-Kakuyama, Hiroshi Takikawa, Kiyosei Takasu|2026|CSD Communication|||
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.cc2pvwv9
title: CCDC 2498502: Experimental Crystal Structure Determination

description: Related Article: Kazuma Kurokawa, Aki Kohyama, Yusuke Kuroda, Keisuke Tao-Kakuyama, Hiroshi Takikawa, Kiyosei Takasu|2026|Chemical Science|||doi:10.1039/D5SC09144F
description: Related Article: Kazuma Kurokawa, Aki Kohyama, Yusuke Kuroda, Keisuke Tao-Kakuyama, Hiroshi Takikawa, Kiyosei Takasu|2026|CSD Communication|||
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: 10.25549/satjrnl-ouc112744973
title: Bortsy, no. 1 (1906-05)

description: [description (english with transliteration)] Bortsy [Fighters], no. 1, [May] 1906. Published and edited by Pavel Umov (Neverov). St. Petersburg. Typography: "Kommercheskaia tipolitografiia [Commercial typolithography] Vilenchika." Journal of art and satire. This issue contains poetry, prose, pictures and illustrations by artists and writers. Artistic and satirical journal -- Rudzinskii, no. 8; BPIR, no. 445.