cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29390334.v1
title: The amphibians of Betampona: an updated account of the remarkable diversity of Madagascar’s central-eastern Strict Nature Reserve

description: Despite a long history of biological explorations, Madagascar still hosts high levels of undescribed diversity, which occurs both in poorly studied and in well-known areas. Betampona Strict Nature Reserve (SNR) represents an exemplary case in this regard. Comprising less than 30 km<sup>2</sup>, the reserve is renowned for hosting incredibly high amphibian diversity. Previous surveys revealed the occurrence of 76 lineages, of which 36 were classified as candidate species and 24 were considered microendemic to this forest fragment. Following additional field surveys and the use of molecular taxonomic species identification, the list of amphibian lineages for the reserve was expanded by 14, while three lineages were removed as a result of improved species identification. As such, 87 lineages (corresponding to species and candidate species) of amphibians are currently known from this protected area. The number of microendemic lineages has decreased to 17, as nine lineages previously thought to be exclusive to Betampona SNR have since been identified in other areas of Madagascar. At present, 30 of the 87 lineages are awaiting taxonomic revision or formal description, 13 of which are so far known only from this reserve. This study illustrates how the characterization of the extremely rich biodiversity of Madagascar is far from complete, and how important it is to continue performing dedicated surveys even in well-known areas.
DOI: 10.5683/sp3/ca0lwh
title: Canadian Income Survey, 2015
title: CIS 2015
title: Enquête canadienne sur le revenu, 2015

description: &lt;p&gt;Income data has been used extensively by researchers to better understand the economic well-being of Canadians. To meet the needs of these users, Statistics Canada has produced numerous cross-sectional public use microdata files (PUMFs). PUMFs for the Survey of Consumer Finance (SCF) were released until reference year 1997. With the end of the SCF, PUMFs for the Survey of Labour and Income Dynamics (SLID) were produced for reference years 1996 to 2011.&lt;/p&gt; &lt;p&gt;The Canadian Income Survey (CIS) was introduced for the 2012 reference year. The CIS is a cross-sectional survey developed to provide information on the income and income sources of Canadians, with their individual and household characteristics. It is a short questionnaire which is asked of a sub-sample of respondents to the Labour Force Survey (LFS), gathering information on labour market activity, school attendance, support payments, child care expenses, inter-household transfers, personal income, and characteristics and costs of housing. The CIS content is supplemented with information from the LFS on individual and household characteristics (e.g. age, educational attainment, main job characteristics, and family type) and with tax data for income and income sources (Statistics Canada, 2016a).&lt;/p&gt; &lt;p&gt;The CIS PUMF is an anonymized microdata file that contains only a subset of variables that are available on the CIS master file. Various techniques have been employed to protect CIS respondents against the risk of disclosure.&lt;/p&gt;
description: Canadian Income Survey
description: Migration from Nesstar
description: Notes: Public Use Microdata File released on December 5, 2017. Released to the DLI in March, 2018.;
DOI: 10.5683/sp3/ftdjd0
title: Canadian Income Survey, 2019

description: &lt;p&gt;Income data has been used extensively by researchers to better understand the economic well-being of 
Canadians. To meet the needs of these users, Statistics Canada has produced numerous cross-sectional 
public use microdata files (PUMFs). PUMFs for the Survey of Consumer Finance (SCF) were released 
until reference year 1997. With the end of the SCF, PUMFs for the Survey of Labour and Income 
Dynamics (SLID) were produced for reference years 1996 to 2011.&lt;/p&gt;

&lt;p&gt;The Canadian Income Survey (CIS) was introduced for the 2012 reference year. The CIS is a crosssectional survey developed to provide information on the income and income sources of Canadians, 
with their individual and household characteristics. It is a short questionnaire which is asked of a subsample of respondents to the Labour Force Survey (LFS), gathering information on labour market 
activity, school attendance, support payments, child care expenses, inter-household transfers, personal 
income, food security and characteristics and costs of housing. The CIS content is supplemented with 
information from the LFS on individual and household characteristics (e.g. age, educational attainment, 
main job characteristics, and family type) and with tax data for income and income sources (Statistics 
Canada, 2019).&lt;/p&gt;

&lt;p&gt;The CIS PUMF is an anonymized microdata file that contains only a subset of variables that are available 
on the CIS master file. Various techniques have been employed to protect CIS respondents against the 
risk of disclosure.&lt;/p&gt;
description: Canadian Income Survey
DOI: 10.5683/sp3/cr3jeo
title: Canadian Income Survey, 2014
title: CIS 2014
title: Enquête sur le revenu au Canada, 2014

description: &lt;p&gt;Income data has been used extensively by researchers to better understand the economic well-being of Canadians. To meet the needs of these users, Statistics Canada has produced numerous cross-sectional public use microdata files (PUMFs). PUMFs for the Survey of Consumer Finance (SCF) were released until reference year 1997. With the end of the SCF, PUMFs for the Survey of Labour and Income Dynamics (SLID) were produced for reference years 1996 to 2011. &lt;/p&gt; &lt;p&gt;The Canadian Income Survey (CIS) was introduced for the 2012 reference year. The CIS is a cross-sectional survey developed to provide information on the income and income sources of Canadians, with their individual and household characteristics. It is a short questionnaire which is asked of a sub-sample of respondents to the Labour Force Survey (LFS), gathering information on labour market activity, school attendance, support payments, child care expenses, inter-household transfers, personal income, and characteristics and costs of housing. The CIS content is supplemented with information from the LFS on individual and household characteristics (e.g. age, educational attainment, main job characteristics, and family type) and with tax data for income and income sources (Statistics Canada, 2016a). &lt;/p&gt; &lt;p&gt;The CIS PUMF is an anonymized microdata file that contains only a subset of variables that are available on the CIS master file. Various techniques have been employed to protect CIS respondents against the risk of disclosure. &lt;/p&gt;
description: Canadian Income Survey
description: Migration from Nesstar
DOI: 10.5683/sp3/ypyegh
title: Canadian Income Survey, 2012
title: CIS 2012
title: Enquête sur le revenu au Canada, 2012

description: &lt;p&gt;Income data has been used extensively by researchers to better understand the economic well-being of Canadians. To meet the needs of these users, Statistics Canada has produced numerous cross-sectional public use microdata files (PUMFs). PUMFs for the Survey of Consumer Finance (SCF) were released until reference year 1997. With the end of the SCF, PUMFs for the Survey of Labour and Income Dynamics (SLID) were produced for reference years 1996 to 2011. &lt;/p&gt; &lt;p&gt;The Canadian Income Survey (CIS) was introduced for the 2012 reference year. The CIS is a cross-sectional survey developed to provide information on the income and income sources of Canadians, with their individual and household characteristics. It is a short questionnaire which is asked of a sub-sample of respondents to the Labour Force Survey (LFS), gathering information on labour market activity, school attendance, support payments, child care expenses, inter-household transfers, personal income, and characteristics and costs of housing. The CIS content is supplemented with information from the LFS on individual and household characteristics (e.g. age, educational attainment, main job characteristics, and family type) and with tax data for income and income sources (Statistics Canada, 2016a). &lt;/p&gt; &lt;p&gt;The CIS PUMF is an anonymized microdata file that contains only a subset of variables that are available on the CIS master file. Various techniques have been employed to protect CIS respondents against the risk of disclosure. &lt;/p&gt;
description: Migration from Nesstar
description: Canadian Income Survey
DOI: 10.18758/bed4q2vy
title: 3-years of (O)VOC, ozone, and turbulence profile measurements at a mixed temperate forest at the Vielsalm ICOS ecosystem station (Belgium)

description: This dataset contains (oxygenated) volatile organic compound ((O)VOC) and ozone concentration profile measurements obtained at an ICOS ecosystem site in Vielsalm, Belgium. For determining concentrations, air was sampled sequentially from 7 different PFA lines with sampling points distributed between 3 and 51 m above ground level. Concentration gradients were typically measured a few times per day with irregular reporting intervals. One profile measurement of (O)VOC and ozone concentrations takes 35 minutes. Additionally, turbulence profiles are included in this database and were reported on a regular time interval with 30 minute resolution.

The (O)VOC concentration data were obtained with a PTR-ToF-MS 4000 instrument (_Ionicon Analytik GmbH, Austria_). The ozone concentration data were obtained with a T400 UV Absorption ozone analyser (_Teledyne Technologies Inc, CA, USA_). Turbulence was measured using 3D sonic anemometer (HS-50 and R3-50, _Gill Instrument Ltd, UK_).

Detailed site description, characterization of the site, and ancillary measurements performed by the ICOS network, can be found in the ICOS portal, [BE-Vie station](https://meta.icos-cp.eu/resources/stations/ES_BE-Vie) webpage.
DOI: 10.6084/m9.figshare.30988093
title: <b>Single-</b><b>Nucleus</b><b> RNA Sequencing Reveals Ferroptosis as a Potential Contributor to the Pathogenesis </b><b>of</b><b> Focal Cortical Dysplasia</b>

description: Single-nucleus RNA sequencing (snRNA-seq) was carried out on epileptogenic cortical tissues from 18 patients with FCD and 6 perilesional control samples with normal histology. Data were analyzed using Uniform Manifold Approximation and Projection (UMAP) for dimensionality reduction and visualization. Differentially expressed genes (DEGs) were identified and subjected to Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses. UCell scoring and gene set enrichment analysis (GSEA) were applied to assess pathway activity. Expression levels of ferroptosis-related genes (FRGs) were validated by immunofluorescence, and biochemical assays quantified the levels of superoxide dismutase (SOD), glutathione (GSH), malondialdehyde (MDA), and lipid peroxides (LPO).
DOI: 10.6084/m9.figshare.30988093.v2
title: <b>Single-</b><b>Nucleus</b><b> RNA Sequencing Reveals Ferroptosis as a Potential Contributor to the Pathogenesis </b><b>of</b><b> Focal Cortical Dysplasia</b>

description: Single-nucleus RNA sequencing (snRNA-seq) was carried out on epileptogenic cortical tissues from 18 patients with FCD and 6 perilesional control samples with normal histology. Data were analyzed using Uniform Manifold Approximation and Projection (UMAP) for dimensionality reduction and visualization. Differentially expressed genes (DEGs) were identified and subjected to Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses. UCell scoring and gene set enrichment analysis (GSEA) were applied to assess pathway activity. Expression levels of ferroptosis-related genes (FRGs) were validated by immunofluorescence, and biochemical assays quantified the levels of superoxide dismutase (SOD), glutathione (GSH), malondialdehyde (MDA), and lipid peroxides (LPO).
DOI: 10.6084/m9.figshare.30988093.v1
title: <b>Single-</b><b>Nucleus</b><b> RNA Sequencing Reveals Ferroptosis as a Potential Contributor to the Pathogenesis </b><b>of</b><b> Focal Cortical Dysplasia</b>

description: 核RNA测序（snRNA-seq 6 ），组织学正常。数据采用统一流形近似与投影（UMAP）进行降维和可视化分析。鉴定出差异表达基因（DEGs），并接受了基因本体论（GO）和京都基因与基因组百科全书（KEGG）途径富集分析。UCell评分和基因集富集分析（GSEA）被用于评估通路活性。通过免疫荧光验证了铁磷脂相关基因（FRGs）的表达水平，生化分析则定量了超氧化物歧化酶（SOD）、谷胱甘肽（GSH）、丙二醛（MDA）和脂质过氧化物（LPO）的水平。共分析了170,747个细胞核，解析了5种主要细胞类型，包括抑制性神经元、兴奋性神经元、星形胶质细胞、小胶质细胞和寡突胶质细胞。这些群体中的DEG在铁剥蚀和氧化应激相关通路中显著富集。UCell和GSEA强调了铁剥蚀、凋亡和氧化应激的显著变化，尤其是在抑制性神经元和星形胶质细胞方面。免疫荧光确认FCD组织中关键FRGs（包括FTL、FTH1、PCBP1、MAP1LC3B和PRNP）上调。同时，生化检测显示SOD和GSH水平降低，MDA和LPO水平升高，证实了转录和组织学发现。
DOI: 10.5281/zenodo.18351105
title: SATO TANBURINING O'ZBEK MUSIQA MADANIYATIDAGI O'RNI VA IJROCHILIK AN'ANALARI

description: Maqolada o‘zbek musiqa madaniyatida muhim o‘rin tutuvchi sato tanburining kelib chiqishi, tuzilishi va ijrochilik xususiyatlari ilmiy jihatdan yoritilgan. Sato tanburining maqom san’atidagi o‘rni, uning badiiy-estetik va ma’naviy ahamiyati tahlil qilingan. Shuningdek, mashhur sato ijrochilarining ijodiy faoliyati hamda zamonaviy davrda ushbu cholg‘uning ta’lim va ijrochilik amaliyotidagi ahamiyati ko‘rsatib berilgan.
DOI: 10.5281/zenodo.18351106
title: SATO TANBURINING O'ZBEK MUSIQA MADANIYATIDAGI O'RNI VA IJROCHILIK AN'ANALARI

description: Maqolada o‘zbek musiqa madaniyatida muhim o‘rin tutuvchi sato tanburining kelib chiqishi, tuzilishi va ijrochilik xususiyatlari ilmiy jihatdan yoritilgan. Sato tanburining maqom san’atidagi o‘rni, uning badiiy-estetik va ma’naviy ahamiyati tahlil qilingan. Shuningdek, mashhur sato ijrochilarining ijodiy faoliyati hamda zamonaviy davrda ushbu cholg‘uning ta’lim va ijrochilik amaliyotidagi ahamiyati ko‘rsatib berilgan.
DOI: 10.5281/zenodo.18348125
title: Data for publication 'Inferring the Controlling Factors of Ice Aggregation from Targeted Cloud Seeding Experiments'
DOI: 10.60686/t-fsd4025
title: FSD4025 Jyväskylä Longitudinal Study of Personality and Social Development (JYLS): Interviews of 61-Year-Olds 2020-2021
DOI: 10.17172/nomad/2026.01.23-2
title: NOMAD dataset: AB MOF films
DOI: 10.5517/ccdc.csd.cc2j9s2q
title: CCDC 2333093: Experimental Crystal Structure Determination

description: Related Article: Sören Schlittenhardt, Evgenij Vasilenko, Vishnu Unni C, Nicholas Jobbitt, Olaf Fuhr, David Hunger, Mario Ruben, Senthil Kumar Kuppusamy|2024|ChemistryEurope|25|e202400280|doi:10.1002/cphc.202400280
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.cc2jqbp9
title: CCDC 2345171: Experimental Crystal Structure Determination

description: Related Article: Hassan H. Hammud, Nusaybah Alotaibi, Nasreen Al Otaibi, Saurav Bhattacharya, Ulrich Kortz, Basem F. Ali, Sehrish Sarfaraz, Khurshid Ayub|2025|Appl.Organomet.Chem.|39|e70025|doi:10.1002/aoc.70025
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.cc2kstsz
title: CCDC 2377352: Experimental Crystal Structure Determination

description: Related Article: Atreyee Mishra, Dominic J. Black, Thomas S. Bradford, Karrera Y. Djoko, Benjamin J. Hofmann, Jamie J. Hunter, Rianne M. Lord, Robert Pal, Harvey J. Smart, Tameryn Stringer, James W. Walton|2025|Chemical Science|16|21104|doi:10.1039/d4sc06628f
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.cc2kstw2
title: CCDC 2377355: Experimental Crystal Structure Determination

description: Related Article: Atreyee Mishra, Dominic J. Black, Thomas S. Bradford, Karrera Y. Djoko, Benjamin J. Hofmann, Jamie J. Hunter, Rianne M. Lord, Robert Pal, Harvey J. Smart, Tameryn Stringer, James W. Walton|2025|Chemical Science|16|21104|doi:10.1039/d4sc06628f
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.cc2kstx3
title: CCDC 2377356: Experimental Crystal Structure Determination

description: Related Article: Atreyee Mishra, Dominic J. Black, Thomas S. Bradford, Karrera Y. Djoko, Benjamin J. Hofmann, Jamie J. Hunter, Rianne M. Lord, Robert Pal, Harvey J. Smart, Tameryn Stringer, James W. Walton|2025|Chemical Science|16|21104|doi:10.1039/d4sc06628f
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.cc2llcp8
title: CCDC 2400940: Experimental Crystal Structure Determination

description: Related Article: Brandon Barnardo, Benita Barton, Mino R. Caira, Eric C. Hosten
|2025|J.Inclusion Phenom.Macrocyclic Chem.|105|483|doi:10.1007/s10847-025-01302-3
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.cc2llcq9
title: CCDC 2400941: Experimental Crystal Structure Determination

description: Related Article: Brandon Barnardo, Benita Barton, Mino R. Caira, Eric C. Hosten
|2025|J.Inclusion Phenom.Macrocyclic Chem.|105|483|doi:10.1007/s10847-025-01302-3
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.cc2lqykv
title: CCDC 2405338: Experimental Crystal Structure Determination

description: Related Article: Ernest Ewert, Dawid Marcinkowski, Izabela Pospieszna-Markiewicz, Rosanna Palumbo, Zbigniew Hnatejko, Maciej Kubicki, Adam Gorczyński, Ewelina Wieczorek-Szweda, Violetta Patroniak, Giovanni N. Roviello, Marta Fik-Jaskółka|2025|Int.J.Biol.Macromol.|330||doi:10.1016/j.ijbiomac.2025.148269
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.cc2m6p0k
title: CCDC 2419488: Experimental Crystal Structure Determination

description: Related Article: Matthew G. Davidson, Catherine J. Frankis, Matthew D. Jones, Gabriele Kociok-Köhn, Frank Marken, Strachan N. McCormick, James Tipler, Philip B. Yang|2025|ACS Catalysis|15|9130|doi:10.1021/acscatal.5c01857
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.cc2mh1w2
title: CCDC 2427544: Experimental Crystal Structure Determination

description: Related Article:  Uzma, Mehtab Parveen, Sabiha Fatima, Avadhesh Kumar, Mohammad Azeem, Masooma Siddiqui, Mahboob Alam|2025|RSC Advances|15|38916|doi:10.1039/d5ra04922a
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.cc2n5g9m
title: CCDC 2448110: Experimental Crystal Structure Determination

description: Related Article: Yong Qiang Wan, Shi Lin Zhang, Yang‐Yang Zhang, Zeng Yuan Li, Xinyi Shi, John F. Gallagher, Jun Li, Pavle Mocilac|2025|Asian J.Org.Chem|14|e00592|doi:10.1002/ajoc.202500592
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.cc2ngy25
title: CCDC 2457217: Experimental Crystal Structure Determination

description: Related Article: Nian-Tao Yao, Jiao-Jiao Jiang, Bing-Yuan Qian, Hui-Ying Sun, Cheng Yi, Liang Zhao|2025|Chem.Commun.|61|16640|doi:10.1039/d5cc03352g
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.cc2nbph6
title: CCDC 2453138: Experimental Crystal Structure Determination

description: Related Article: James B. Martinez, Paul R. Hanson|2025|J.Org.Chem.|||doi:10.1021/acs.joc.5c01774
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.cc2nzrs6
title: CCDC 2472429: Experimental Crystal Structure Determination

description: Related Article: Yaqoot Khan|2025|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.cc2nzryc
title: CCDC 2472434: Experimental Crystal Structure Determination

description: Related Article: Yaqoot Khan|2025|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.