cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/inscriptifact-ouc110832366
title: Persepolis Fortification Elamite Tablet 0358, PF-NN 0358

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF-NN 0358 ❧ [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 ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on left edge, upper edge. ❧ [Physical Object Note:] Some damage on bottom edge, left edge. Right edge broken off. Gouge and small cracks on obverse, small cracks on reverse.
DOI: 10.15468/dl.w3gnft
title: Occurrence Download

description: A dataset containing 1848895 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Oxalis barrelieri, Oxalis bowiei, Oxalis pes-caprae, Elaeocarpus serratus, Viola arvensis, Turnera ulmifolia, Passiflora adenopoda, Passiflora caerulea, Passiflora edulis, Passiflora laurifolia, Passiflora quadrangularis, Salix fragilis, Micrococca mercurialis, Acalypha alopecuroidea, Manihot esculenta, Jatropha curcas, Jatropha gossypiifolia, Croton capitatus, Croton lindheimeri, Euphorbia chamaeclada, Euphorbia chamaesyce, Euphorbia davidii, Euphorbia dioeca, Euphorbia graminea, Euphorbia hyssopifolia, Euphorbia milii, Linum striatum, Linum usitatissimum, Phyllanthus amarus, Phyllanthus debilis, Phyllanthus niruri, Geranium dissectum, Geranium molle, Geranium pusillum, Laguncularia racemosa, Cuphea hyssopifolia, Ludwigia erecta, Ludwigia glandulosa, Ludwigia palustris, Ludwigia peploides, Ludwigia repens, Clarkia pulchella, Oenothera gaura, Oenothera lindheimeri, Oenothera odorata, Psidium guajava, Acer negundo, Cardiospermum grandiflorum, Citrus medica, Swietenia macrophylla)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1848895 records from 5549 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024273-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/4sfpdhtc44
title: Dataset for Temporal variation of water content in the lithospheric mantle beneath the central North China Craton: New evidence from xenolithic mantle pyroxenes

description: EPMA and FTIR data of xenolithic mantle Opx and Cpx from the Cenozoic Xiyang-Pingding basalts.
DOI: 10.25422/azu.data.29123507
title: Data for Quantification of Suspended Sediment Concentration Using Machine Learning Models

description: This data repository is the data used for the paper entitled "Quantification of Suspended Sediment Concentration Using Machine Learning Model". A controlled dataset of approximately 1300 images with SSC values ranging from 1000 mg/L to 150,000 mg/L was developed, incorporating temperature, time of image capture, and solar irradiance as additional features. The images along with the measured suspended sediment concentrations are included.<br><br><br><br><i>For inquiries regarding the contents of this dataset, please contact the Corresponding Author listed in the README.txt file. Administrative inquiries (e.g., removal requests, trouble downloading, etc.) can be directed to data-management@arizona.edu</i>
DOI: 10.3535/ny3-c3j-7cd
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/4sfpdhtc44.1
title: Dataset for Temporal variation of water content in the lithospheric mantle beneath the central North China Craton: New evidence from xenolithic mantle pyroxenes

description: EPMA and FTIR data of xenolithic mantle Opx and Cpx from the Cenozoic Xiyang-Pingding basalts.
DOI: 10.25422/azu.data.29123507.v1
title: Data for Quantification of Suspended Sediment Concentration Using Machine Learning Models

description: This data repository is the data used for the paper entitled "Quantification of Suspended Sediment Concentration Using Machine Learning Model". A controlled dataset of approximately 1300 images with SSC values ranging from 1000 mg/L to 150,000 mg/L was developed, incorporating temperature, time of image capture, and solar irradiance as additional features. The images along with the measured suspended sediment concentrations are included.<br><br><br><br><i>For inquiries regarding the contents of this dataset, please contact the Corresponding Author listed in the README.txt file. Administrative inquiries (e.g., removal requests, trouble downloading, etc.) can be directed to data-management@arizona.edu</i>
DOI: 10.3535/6l1-902-7f9
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9f0-5dc-fw3
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h6w-jh4-q4r
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y0f-s03-r81
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b6w-pnr-6aq
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r0d-swh-jm6
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/889-b2e-p02
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hgt-ap2-jet
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dvg-4t2-hfq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kqb-gvd-7gh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/465-vx4-n7n
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9h4-sk3-bh9
title: Rimella Agassiz, 1841

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qtm-gkm-tlp
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fl1-fpf-5h9
title: †Duvalia papretravinensis Fozy et al., 2013

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vjd-vmd-w9h
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/4tsb6tg9b2
title: BOISHOMMO: A Standardized Multi-Label Bangla Hate Speech Dataset for Imbalance Analysis

description: BOISHOMMO is a uniquely structured, multi-label annotated dataset for hate speech analysis in Bangla — a morphologically rich and low-resource language. It addresses a significant gap in Natural Language Processing by providing a rare and detailed resource designed for multi-label classification in a non-Latin script language. The dataset also includes English translations for each Bangla comment, supporting cross-lingual research and enhancing accessibility for international researchers working in multilingual NLP and comparative linguistic studies.

The dataset consists of 2,499 Bangla social media comments collected from public Facebook news pages such as Prothom Alo, Jugantor, and Kaler Kantho. Each comment was carefully and manually annotated by three native Bangla speakers, following strict guidelines to ensure consistency and accuracy. Labels were assigned across 10 overlapping hate categories: Race, Behavior, Physical, Class, Religion, Disability, Ethnicity, Gender, Sexual Orientation, and Political. The final annotation for each comment was determined by a majority voting process, and inter-annotator agreement was measured using Cohen’s Kappa to validate annotation quality.

Besides its multi-aspect annotation structure and linguistic importance, BOISHOMMO emphasizes imbalance analysis. The dataset shows natural label imbalance across hate categories, reflecting real-world distributions and the challenges in hate speech detection. This feature makes it a useful benchmark for testing model robustness, creating effective multi-label classifiers, and exploring techniques like data augmentation and resampling. BOISHOMMO supports the future development of machine learning models and linguistic tools for Bangla and other under-resourced languages, helping promote inclusive and fair NLP research.
DOI: 10.3535/yfg-61t-h6f
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/4tsb6tg9b2.3
title: BOISHOMMO: A Standardized Multi-Label Bangla Hate Speech Dataset for Imbalance Analysis

description: BOISHOMMO is a uniquely structured, multi-label annotated dataset for hate speech analysis in Bangla — a morphologically rich and low-resource language. It addresses a significant gap in Natural Language Processing by providing a rare and detailed resource designed for multi-label classification in a non-Latin script language. The dataset also includes English translations for each Bangla comment, supporting cross-lingual research and enhancing accessibility for international researchers working in multilingual NLP and comparative linguistic studies.

The dataset consists of 2,499 Bangla social media comments collected from public Facebook news pages such as Prothom Alo, Jugantor, and Kaler Kantho. Each comment was carefully and manually annotated by three native Bangla speakers, following strict guidelines to ensure consistency and accuracy. Labels were assigned across 10 overlapping hate categories: Race, Behavior, Physical, Class, Religion, Disability, Ethnicity, Gender, Sexual Orientation, and Political. The final annotation for each comment was determined by a majority voting process, and inter-annotator agreement was measured using Cohen’s Kappa to validate annotation quality.

Besides its multi-aspect annotation structure and linguistic importance, BOISHOMMO emphasizes imbalance analysis. The dataset shows natural label imbalance across hate categories, reflecting real-world distributions and the challenges in hate speech detection. This feature makes it a useful benchmark for testing model robustness, creating effective multi-label classifiers, and exploring techniques like data augmentation and resampling. BOISHOMMO supports the future development of machine learning models and linguistic tools for Bangla and other under-resourced languages, helping promote inclusive and fair NLP research.
DOI: 10.3535/er9-v6q-8vz
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r6z-kpb-2a0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c7j-c8d-qsw
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s21-qd6-kqt
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v7n-2qw-bpe
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w0k-03t-s85
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/wyf9jktnj3
title: TGNT + Hydrogen CIF files

description: Cif files for t-graphene nanotube and H2 complexes.
DOI: 10.3535/hh8-efx-5ew
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kgx-7vf-mgg
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/06h-gy3-ayb
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3sc-fta-6xj
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/wyf9jktnj3.1
title: TGNT + Hydrogen CIF files

description: Cif files for t-graphene nanotube and H2 complexes.
DOI: 10.3535/mds-8cg-5g7
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y9d-jta-s94
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/10n-byp-bq2
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9wd-81z-64q
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lyw-sad-fjb
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d8h-w7h-g4h
title: Atlantoxerus Forsyth Major, 1893

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t94-9lb-m2w
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g8a-cxg-m2t
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/txh-1zf-2lp
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1a4-xnw-tjx
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s2z-h2p-x97
title: Arthropoda

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.q9runb
title: Occurrence Download

description: A dataset containing 859 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ambystoma dumerilii"
 ]
}

 The dataset includes 859 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020246-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/6bg-t2d-azx
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nyq-e8g-ncy
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qq6-f5a-1my
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0sc-drn-5b8
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wf6-yg5-mds
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2xd-nq6-l7m
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5j8-y80-0eq
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.17330913
title: Sun'iy intellekt vositalari  ta'lim jarayonida: bo'lajak pedagoglar va  texnik yo'nalish talabalarining qarashlari

description: Ushbu maqolada pedagogika va texnika yo‘nalishlari talabalari o‘rtasida sun’iy intellekt vositalaridan foydalanish darajasi, qo‘llash maqsadlari hamda ta’lim jarayonida undan kutayotgan imkoniyatlari empirik so‘rovnoma asosida tahlil qilindi. Tadqiqot 211 nafar respondent ishtirokida o‘tkazilib, natijalar ChatGPTning har ikki yo‘nalishda mutlaq yetakchiligini ko‘rsatdi. Olingan natijalar sun’iy intellektdan foydalanishning ta’limiy samaradorligini yanada oshirish, talabalar uchun metodik tavsiyalar ishlab chiqish va ta’limda sun’iy intellekt integratsiyasini ilmiy asoslashga zamin yaratadi.
DOI: 10.5281/zenodo.17330914
title: Sun'iy intellekt vositalari  ta'lim jarayonida: bo'lajak pedagoglar va  texnik yo'nalish talabalarining qarashlari

description: Ushbu maqolada pedagogika va texnika yo‘nalishlari talabalari o‘rtasida sun’iy intellekt vositalaridan foydalanish darajasi, qo‘llash maqsadlari hamda ta’lim jarayonida undan kutayotgan imkoniyatlari empirik so‘rovnoma asosida tahlil qilindi. Tadqiqot 211 nafar respondent ishtirokida o‘tkazilib, natijalar ChatGPTning har ikki yo‘nalishda mutlaq yetakchiligini ko‘rsatdi. Olingan natijalar sun’iy intellektdan foydalanishning ta’limiy samaradorligini yanada oshirish, talabalar uchun metodik tavsiyalar ishlab chiqish va ta’limda sun’iy intellekt integratsiyasini ilmiy asoslashga zamin yaratadi.
DOI: 10.15468/dl.gnbquk
title: Occurrence Download

description: A dataset containing 20198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "OccurrenceStatus is Present",
 "TaxonKey is Orchidaceae"
 ]
}

 The dataset includes 20198 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078317-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc7w4mv
title: CCDC 234627: Experimental Crystal Structure Determination

description: Related Article: Y.Inai, T.Oshikawa, M.Yamashita, K.Tagawa, T.Hirabayashi|2003|Biopolymers|70|310|doi:10.1002/bip.10390
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/cc7yfp8
title: CCDC 236830: Experimental Crystal Structure Determination

description: Related Article: C.Laporte, T.Buttner, H.Ruegger, J.Geier, H.Schonberg, H.Grutzmacher|2004|Inorg.Chim.Acta|357|1931|doi:10.1016/j.ica.2004.01.034
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/cc7yfq9
title: CCDC 236831: Experimental Crystal Structure Determination

description: Related Article: Yu.Azev, E.Lork, T.Duelcks, D.Gabel|2004|Tetrahedron Lett.|45|3249|doi:10.1016/j.tetlet.2004.02.121
description: Related Article: Yu.A.Azev, E.Lork, T.Duelcks, D.Gabel|2005|Khim.-Farm.Zh.|39|37-7|
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/cc7csw7
title: CCDC 219879: Experimental Crystal Structure Determination

description: Related Article: V.T.Yilmaz, E.Senel, C.Thone|2004|Transition Met.Chem.|29|336|doi:10.1023/B:TMCH.0000020381.99658.ac
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/cc7yfsc
title: CCDC 236833: Experimental Crystal Structure Determination

description: Related Article: Zhi-En Lin, Jie Zhang, Shou-Tian Zheng, Guo-Yu Yang|2004|Solid State Sciences|6|371|doi:10.1016/j.solidstatesciences.2004.01.007
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/cc7csx8
title: CCDC 219880: Experimental Crystal Structure Determination

description: Related Article: V.T.Yilmaz, E.Senel, C.Thone|2004|Transition Met.Chem.|29|336|doi:10.1023/B:TMCH.0000020381.99658.ac
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/cc78fyv
title: CCDC 216657: Experimental Crystal Structure Determination

description: Related Article: Ai-Qing Ma, Long-Guan Zhu|2004|Transition Met.Chem.|29|329|doi:10.1023/B:TMCH.0000020377.47392.78
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/cc5qhy9
title: CCDC 170591: Experimental Crystal Structure Determination

description: Related Article: Tian-Fu Liu, Dong-Zhao Gao, Hua-Kuan Lin, Shou-rong Zhu, Zhong-Ming Wang, Hong-gen Wang, Xue-Bing Leng|2004|Transition Met.Chem.|29|296|doi:10.1023/B:TMCH.0000020372.56801.19
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/cc5qhzb
title: CCDC 170592: Experimental Crystal Structure Determination

description: Related Article: Tian-Fu Liu, Dong-Zhao Gao, Hua-Kuan Lin, Shou-rong Zhu, Zhong-Ming Wang, Hong-gen Wang, Xue-Bing Leng|2004|Transition Met.Chem.|29|296|doi:10.1023/B:TMCH.0000020372.56801.19
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.