cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc2qbhrb
title: CCDC 2512542: Experimental Crystal Structure Determination

description: Related Article: YuQi Xu|2025|CSD Communication|||
description: Related Article: Yu-Qi Xu, Yi-Fan Fu, Wen-Dong Yao, Yu-Mei Zhang, Liming Kong, Wenlong Liu, Jiajing Wu|2026|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c06108
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.cc2qbhsc
title: CCDC 2512543: Experimental Crystal Structure Determination

description: Related Article: YuQi Xu|2025|CSD Communication|||
description: Related Article: Yu-Qi Xu, Yi-Fan Fu, Wen-Dong Yao, Yu-Mei Zhang, Liming Kong, Wenlong Liu, Jiajing Wu|2026|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c06108
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: 10.5281/zenodo.18485113
title: Atmospheric evolution through outgassing and escape on young molten rocky exoplanets

description: This upload contains the data, figures, and plotting scripts associated with our paper on atmospheric evolution via outgassing and escape on young molten rocky exoplanets, submitted to Astronomy & Astrophysics in February 2026.

Included are simulations performed with and without atmospheric escape, using the JANUS or AGNI atmospheric modules. This dataset does not include all individual simulations generated by the PROTEUS code for the 0.194 Msun and 1 Msun grids used in this study. For the grid study, we provide only 2 csv files (one for each stellar type), which contain all input parameters for each case along with the corresponding final outputs.

The table below presents the repository structure, showing the main data, figures, and scripts included in this upload.




Repository structure
Description


data/
Simulations used for Figures 3 and 4a,b


 
escape_on_off_janus_agni_1Msun/
 


grid/
Contains CSV files with all grid input parameters/outputs for 2 stellar types


figures/
 


 
plots/
Figures generated by python scripts in PDF format


scheme/
PROTEUS scheme (Fig. 2)


plots_scripts/
Plotting scripts
DOI: 10.5281/zenodo.18485112
title: Atmospheric evolution through outgassing and escape on young molten rocky exoplanets

description: This upload contains the data, figures, and plotting scripts associated with our paper on atmospheric evolution via outgassing and escape on young molten rocky exoplanets, submitted to Astronomy & Astrophysics in February 2026.

Included are simulations performed with and without atmospheric escape, using the JANUS or AGNI atmospheric modules. This dataset does not include all individual simulations generated by the PROTEUS code for the 0.194 Msun and 1 Msun grids used in this study. For the grid study, we provide only 2 csv files (one for each stellar type), which contain all input parameters for each case along with the corresponding final outputs.

The table below presents the repository structure, showing the main data, figures, and scripts included in this upload.




Repository structure
Description


data/
Simulations used for Figures 3 and 4a,b


 
escape_on_off_janus_agni_1Msun/
 


grid/
Contains CSV files with all grid input parameters/outputs for 2 stellar types


figures/
 


 
plots/
Figures generated by python scripts in PDF format


scheme/
PROTEUS scheme (Fig. 2)


plots_scripts/
Plotting scripts
DOI: 10.15468/dl.4v6z5m
title: Occurrence Download

description: A dataset containing 311 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xylomelum pyriforme",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 311 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012066-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.er62wc
title: Occurrence Download

description: A dataset containing 3733 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is USA.5.19_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Sialia mexicana",
 "Year 2020-2024"
 ]
}

 The dataset includes 3733 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012067-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.udv2ab
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material citation, Material sample, Specimen)",
 "Geometry POLYGON((-70 -55.4,-66.4 -55.4,-66.4 -54.8,-70 -54.8,-70 -55.4))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Polychaeta"
 ]
}

 The dataset includes 176 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012068-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aba5tr
title: Occurrence Download

description: A dataset containing 1997 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Meliosma cuneifolia",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1997 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012072-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.md9cv5
title: Occurrence Download

description: A dataset containing 1298 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Remelana jangala"
 ]
}

 The dataset includes 1298 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012069-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18486195
title: Tuychieva Mokhinur Sherzodovna, & Sadullaeva N.A. (2026). COMPARATIVE ANALYSIS OF PARALINGUISTIC CUES IN ENGLISH AND UZBEK SPEECH [Data set]. В International journal of artificial intelligence (Т. 6, Выпуск 01, сс. 1775–1778). Zenodo. https://doi.org/10.5281/zenodo.18486153

description: Thisarticleanalyzesthepedagogicalsignificanceofextracurriculareducationalactivitiesinforminganddevelopingstudents’readingcultureingeneralsecondaryschoolsfromascientificandtheoreticalperspective.Ithighlightspossibilitiesforincreasinginterestinfictionthroughthecontent,forms,andmethodsofextracurricularactivities.Theeffectivenessofliteraryclubs,readingcompetitions,literaryevenings,andcreativemeetingsissubstantiated.Theteacher’sorganizationalandguidingroleisemphasizedasanimportantfactor.Researchfindingsshowthatextracurricularactivitiesfosterindependentthinking,speechculture,moraldevelopment,learningmotivation,andactiveparticipationineducationalprocesseswithinschools,offeringpracticalimplicationsforeducatorsandinstitutions.
DOI: 10.5281/zenodo.18486196
title: Tuychieva Mokhinur Sherzodovna, & Sadullaeva N.A. (2026). COMPARATIVE ANALYSIS OF PARALINGUISTIC CUES IN ENGLISH AND UZBEK SPEECH [Data set]. В International journal of artificial intelligence (Т. 6, Выпуск 01, сс. 1775–1778). Zenodo. https://doi.org/10.5281/zenodo.18486153

description: Thisarticleanalyzesthepedagogicalsignificanceofextracurriculareducationalactivitiesinforminganddevelopingstudents’readingcultureingeneralsecondaryschoolsfromascientificandtheoreticalperspective.Ithighlightspossibilitiesforincreasinginterestinfictionthroughthecontent,forms,andmethodsofextracurricularactivities.Theeffectivenessofliteraryclubs,readingcompetitions,literaryevenings,andcreativemeetingsissubstantiated.Theteacher’sorganizationalandguidingroleisemphasizedasanimportantfactor.Researchfindingsshowthatextracurricularactivitiesfosterindependentthinking,speechculture,moraldevelopment,learningmotivation,andactiveparticipationineducationalprocesseswithinschools,offeringpracticalimplicationsforeducatorsandinstitutions.
DOI: 10.15468/dl.bf2ebu
title: Occurrence Download

description: A dataset containing 77824 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "Country is India",
 "DecimalLatitude is greater than or equal to 14",
 "DecimalLatitude is less than or equal to 21",
 "DecimalLongitude is greater than or equal to 72.5",
 "DecimalLongitude is less than or equal to 76",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)"
 ]
}

 The dataset includes 77824 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012010-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.34565.20966
title: Aamir Jalal Al-Mosawi Joins the International Association of Medical Science Educators
DOI: 10.5281/zenodo.17264899
title: kxrnature/Data-and-code: SI-Stochastic modeling results reveal that the rice yield and stability in China will be simultaneously worsened under future extreme high temperature

description: Supplementary information for stochastic modeling results reveal that the rice yield and stability in China will be simultaneously worsened under future extreme high temperature
DOI: 10.15468/dl.n9nhht
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sabia pauciflora",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 124 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012075-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52p567
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "LifeStage is Adult",
 "MediaType is Image",
 "TaxonKey is Culex pipiens"
 ]
}

 The dataset includes 23 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012076-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mcxjqd
title: Occurrence Download

description: A dataset containing 250 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-1.22435 37.45191,-0.83043 37.45191,-0.83043 37.70864,-1.22435 37.70864,-1.22435 37.45191))",
 "OccurrenceStatus is Present",
 "TaxonKey is Squamata"
 ]
}

 The dataset includes 250 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012077-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18483802
title: Dataset for laptop screen frame and screw detection

description: Image datasets of laptop screen, screen frame and screws. This dataset has been produced in order to detect with AI in images the screen, the screen frame and the screws maintening the screen on the laptop for screen disassembly purposes.

The dataset is composed of 342 images (160 original images + 182 augmented images). Resolution 1280x720 pixels. The validation dataset is composed of 46 images.

Augmentation: rotation, horizontal and vertical flipping, crop/zoom, blur, exposure.

Roboflow is used to annotate the images.

This dataset has been conjointly produced during the Robosapiens project.
DOI: 10.5281/zenodo.18483801
title: Dataset for laptop screen frame and screw detection

description: Image datasets of laptop screen, screen frame and screws. This dataset has been produced in order to detect with AI in images the screen, the screen frame and the screws maintening the screen on the laptop for screen disassembly purposes.

The dataset is composed of 342 images (160 original images + 182 augmented images). Resolution 1280x720 pixels. The validation dataset is composed of 46 images.

Augmentation: rotation, horizontal and vertical flipping, crop/zoom, blur, exposure.

Roboflow is used to annotate the images.

This dataset has been conjointly produced during the Robosapiens project.
DOI: 10.5281/zenodo.18486246
title: FROM MACHINE TO MASTERPIECE; AI IN TRANSLATION

description: This paper explores  the combination of artificial intelligence and human creativity in literary translation. The research objective is to analyse how artificial intelligence tools can enhance the quality of poetic translation when combined with human interpretation. The study involves a comparative analysis of the original text and several translations created using different AI tools. For the comparative analysis, Edgar Allan Poe's  poem "Annabel Lee" was used. Results indicating that the best translation quality is achieved through a balance between human creativity and technological support. The obtained findings may be beneficial for students and translators working with literary texts.
DOI: 10.5281/zenodo.18486245
title: FROM MACHINE TO MASTERPIECE; AI IN TRANSLATION

description: This paper explores  the combination of artificial intelligence and human creativity in literary translation. The research objective is to analyse how artificial intelligence tools can enhance the quality of poetic translation when combined with human interpretation. The study involves a comparative analysis of the original text and several translations created using different AI tools. For the comparative analysis, Edgar Allan Poe's  poem "Annabel Lee" was used. Results indicating that the best translation quality is achieved through a balance between human creativity and technological support. The obtained findings may be beneficial for students and translators working with literary texts.
DOI: 10.15468/dl.cf9qrk
title: Occurrence Download

description: A dataset containing 294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Berberis sibirica",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 294 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012080-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18486213
title: Data for Hydrologic–Topographic Enhanced Machine Learning for Urban Flood Inundation Mapping

description: This repository contains the processed datasets supporting the findings of the associated research article. The data include derived hydrologic–topographic features, machine learning training and testing samples, flood labels generated using a consensus-based approach, and model performance metrics.
DOI: 10.5281/zenodo.18486214
title: Data for Hydrologic–Topographic Enhanced Machine Learning for Urban Flood Inundation Mapping

description: This repository contains the processed datasets supporting the findings of the associated research article. The data include derived hydrologic–topographic features, machine learning training and testing samples, flood labels generated using a consensus-based approach, and model performance metrics.
DOI: 10.5281/zenodo.18467116
title: Web-Scraped Nigerian Pidgin English Text Dataset from Digital News Platforms

description: This dataset consists of Nigerian Pidgin English text collected through web scraping of multiple Nigerian Pidgin news and media websites, capturing a wide range of contemporary topics, linguistic styles, and sociocultural expressions. The corpus was cleaned, normalised, and curated to ensure linguistic consistency and usability for downstream natural language processing tasks. It was used to fine-tune and evaluate quantised Large Language Models, enabling analysis of performance–efficiency trade-offs in low-resource deployment scenarios. The dataset is designed to support research and development of robust Nigerian Pidgin English language models for multilingual NLP, low-resource language modelling, and culturally grounded AI applications.
DOI: 10.15468/dl.j9dty3
title: Occurrence Download

description: A dataset containing 3558 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is USA.5.19_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Melanerpes formicivorus",
 "Year 2020-2024"
 ]
}

 The dataset includes 3558 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012082-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfmbd3
title: Occurrence Download

description: A dataset containing 7649 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Tigridia"
 ]
}

 The dataset includes 7649 records from 229 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012081-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.efkpht
title: Occurrence Download

description: A dataset containing 7462870 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-5.15883 36.08522,-4.67478 35.25946,-2.93219 35.57504,-2.71437 35.22981,-1.86728 35.21004,-0.87498 35.95798,0.7466 36.48516,1.44847 36.73771,2.61019 36.73771,3.77192 37.02809,4.90944 37.00877,5.99855 36.9701,6.4342 37.22106,8.05577 37.10534,9.65314 37.41354,10.1856 37.33661,11.22631 37.12464,11.27471 36.69891,10.81486 35.95798,11.39572 35.50611,10.81486 34.35529,10.30661 33.93465,11.2021 34.035,11.27471 33.35034,12.70266 33.00597,14.44525 32.78243,15.48596 32.43584,15.67958 31.69749,17.51897 31.24336,19.04373 30.51635,19.91503 31.01547,19.6972 32.12892,20.78632 32.92475,22.04485 33.20871,22.91615 32.92475,24.12627 32.19039,25.96567 31.92373,27.46623 31.45006,29.20881 31.03621,30.56416 31.75925,31.50806 31.73867,33.32325 31.38809,34.17034 31.53261,35.6951 34.57479,35.50148 36.40728,34.7028 36.62125,33.49267 35.82073,32.11312 36.05587,30.75778 36.71831,30.61256 36.01673,29.18461 36.05587,28.33752 36.58239,27.2 36.23177,27.00638 37.5096,26.03828 37.75877,26.3045 38.78479,25.48162 39.17987,26.13509 40.46243,25.02177 40.73807,24.31989 39.79626,23.32759 39.5914,23.66643 38.87906,24.65873 38.53911,24.56192 37.5096,24.24729 37.87348,23.95686 37.18251,23.20658 37.02809,23.4002 36.23177,21.585 36.3878,20.85893 38.34955,19.23736 39.85202,18.97113 41.48569,16.8655 43.2028,15.97001 43.34378,14.73568 44.44252,13.91279 43.53708,15.65538 42.11715,17.66419 41.57628,18.7049 40.13016,18.46287 38.99201,16.93811 38.6715,15.9216 37.58636,15.48596 37.91168,14.80829 39.74045,13.30773 40.75641,10.16139 43.04382,9.79835 43.95669,8.68504 44.13066,6.31319 42.79569,3.98974 43.34378,3.33627 42.91988,3.67511 41.70289,1.08543 40.77474,0.18994 39.49809,0.43196 38.57696,-0.46353 37.96894,-0.53614 37.43277,-1.45584 37.29812,-2.15771 36.52406,-4.31174 36.32933,-5.15883 36.08522))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 7462870 records from 2782 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012026-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/338-7qc-17t
title: Clibanarius erythropus (Latreille, 1818)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v4t-aym-prb
title: Leander tenuicornis (Say, 1818)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a2t-hf7-38h
title: Caridina brevicarpalis De Man, 1892

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a4h-8ky-kph
title: Thalamita admete (Herbst, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jk7-hkb-5c3
title: Hippolyte coerulescens (J. C. Fabricius, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3hz-n7k-za4
title: Anapagurus laevis (Bell, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/88p-4cf-y5c
title: Thalamita exetastica Alcock, 1899

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1jn-lq4-hvq
title: Pisa tetraodon (Pennant, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6a7-vmm-8t8
title: Coenobita compressus H. Milne-Edwards, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/388-0m4-ye3
title: Macropodia longirostris (Fabricius, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bpt-h0e-wct
title: Pinnotheres pisum (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p24-yld-l0g
title: Thalamita admete (Herbst, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/447-2d4-81q
title: Thalamita danae Stimpson, 1858

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d3c-z0c-26p
title: Pectenogammarus stammeri (S. Karaman, 1931)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2pg-gkc-wfr
title: Sacculina

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/66v-shk-j8d
title: Thalamita danae Stimpson, 1858

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7tb-7jt-69d
title: Lissocarcinus polybioides Adams & White, 1849

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/prz-d4b-knq
title: Lissocarcinus laevis Miers, 1886

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/de3-12l-06j
title: Conchoderma

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pb3-q7p-td0
title: Alpheus sibogae De Man, 1908

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0es-9w7-3zf
title: Micippa philyra (Herbst, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n0k-4ah-4br
title: Portumnus latipes (Pennant, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.