cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.xm4yj4
title: Occurrence Download

description: A dataset containing 2735535 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dendrocopos major (Linnaeus, 1758), Dendrophilus punctatus (Herbst, 1791), Dendrothele alliacea (Quél.) P.A.Lemke)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 2735535 records from 1509 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0317110-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-231774
title: International leadership Holy Ghost conference, COGIC, program, 1998

description: [description english/roman)] Program of the International leadership Holy Ghost conference, Church of God in Christ (COGIC), “Holiness: a proven foundation for a promising future”, Orlando, Florida, 1998 January 14-16.
DOI: 10.15468/dl.ecqevj
title: Occurrence Download

description: A dataset containing 9620 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Andrena barbilabris (Kirby, 1802)"
 ]
}

 The dataset includes 9620 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0425270-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d59k37
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Blumea zeylanica Grierson"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0096972-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kruqhw
title: Occurrence Download

description: A dataset containing 343 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Toxicodendron succedaneum (L.) Kuntze",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 343 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0386701-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13910315
title: Mahanagar Yatayat Transport Dataset
DOI: 10.6084/m9.figshare.26974540.v7
title: Code and Dataset: Forest foods for climate, health, and food security in China

description: <b>Forest-derived foods offer a promising, underused lever for sustainable food systems, yet their system-wide contributions remain poorly quantified. We present the first integrated assessment of China’s forest food system, combining retrospective production data for 2006 to 2020 with scenario projections for 2021 to 2050 under SSP1 to SSP5. By 2035, higher forest food consumption could substitute 6.6% to 7.6% of national grain demand and reduce arable land use by 6.4% to 7.9%, rising to 6.8% to 8.0% and 6.6% to 8.3% by 2050. These dietary shifts could lower nitrogen, phosphorus, and potassium fertilizer use by up to 31% to 33%, 2% to 3%, and 4% to 5%, respectively, and offset up to 17% of agricultural greenhouse gas emissions, while strengthening forest carbon sinks. Health co-benefits include a 3.2% reduction in cardiovascular and respiratory mortality and a 2.3 to 2.6 year increase in average life expectancy, attributable to the high micronutrient density and low energy content of forest foods. Together, these results indicate that forest-based diets can deliver substantial environmental and health gains while relieving pressure on cropland and agricultural inputs.</b>
DOI: 10.5281/zenodo.17733778
title: Datasets for "FLUGS: Spatial decomposition of eddy covariance fluxes"

description: This repository contains five datasets associated with the FLUGS framework:





Cherskii Input Data (Compressed)Compressed input data for the two Cherskii towers corresponding to the date range of the experiments described in the manuscript. These datasets are included in the FLUGS GitHub repository.




Synthetic Experiment DatasetThe dataset used for the synthetic experiment presented in the manuscript. This dataset is also available in the FLUGS GitHub repository.




FLUGS Experiment OutputsOutput data from the FLUGS experiments in the manuscript, provided in the file outputs.zip. These data can be used with the visualization scripts vis_cherskii.py and vis_synth.py.




FLUGS Footprint Cache FilesCache files generated by FLUGS via the BLDFM footprint computation. Placing these files in the cache subdirectory of the FLUGS package allows users to skip the footprint computation step.
DOI: 10.5281/zenodo.17733779
title: Datasets for "FLUGS: Spatial decomposition of eddy covariance fluxes"

description: This repository contains five datasets associated with the FLUGS framework:





Cherskii Input Data (Compressed)Compressed input data for the two Cherskii towers corresponding to the date range of the experiments described in the manuscript. These datasets are included in the FLUGS GitHub repository.




Synthetic Experiment DatasetThe dataset used for the synthetic experiment presented in the manuscript. This dataset is also available in the FLUGS GitHub repository.




FLUGS Experiment OutputsOutput data from the FLUGS experiments in the manuscript, provided in the file outputs.zip. These data can be used with the visualization scripts vis_cherskii.py and vis_synth.py.




FLUGS Footprint Cache FilesCache files generated by FLUGS via the BLDFM footprint computation. Placing these files in the cache subdirectory of the FLUGS package allows users to skip the footprint computation step.
DOI: 10.5281/zenodo.17752320
title: Unified Forces in CRVD

description: n CRVD, all four known fundamental interactions—general gravity, the strongnuclear force, electromagnetism, and the weak nuclear interaction—are shown tooriginate from continuous gradients in the density of these dark-energy particles.This model provides a unified physical basis for describing all fundamentalinteractions through one underlying, ubiquitous quantity: the spatial evolutionand local pressure distribution of the dark-energy field.
DOI: 10.5281/zenodo.17752319
title: Unified Forces in CRVD

description: n CRVD, all four known fundamental interactions—general gravity, the strongnuclear force, electromagnetism, and the weak nuclear interaction—are shown tooriginate from continuous gradients in the density of these dark-energy particles.This model provides a unified physical basis for describing all fundamentalinteractions through one underlying, ubiquitous quantity: the spatial evolutionand local pressure distribution of the dark-energy field.
DOI: 10.5517/ccdc.csd.cc2p4yh9
title: CCDC 2477411: Experimental Crystal Structure Determination

description: Related Article: Dan Qiao, Chaochao Pan, Dongjie Zuo, Rong Huo, Simin Li, Jianyu Wei, Zhibing Tan, Nanfeng Zheng, Hui Shen|2025|Nanoscale|||doi:10.1039/d5nr03620h
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.cc2p6qyl
title: CCDC 2479130: Experimental Crystal Structure Determination

description: Related Article: Yuexin Wei, Yuanbo Zhou, Zuyu Zhang, Shihao Liu, Tao Ye, Xiaohui Zhao, Yue Wang, Ru Feng, Zhongti Sun, Nikolay V. Tkachenko, Fengxian Qiu, Hiroko Yamada, Songlin Xue|2025|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c04140
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.cc2p747b
title: CCDC 2479511: Experimental Crystal Structure Determination

description: Related Article: Arun Sridharan, Daniel L. M. Suess|2025|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c14036
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.cc2p748c
title: CCDC 2479512: Experimental Crystal Structure Determination

description: Related Article: Arun Sridharan, Daniel L. M. Suess|2025|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c14036
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.cc2p749d
title: CCDC 2479513: Experimental Crystal Structure Determination

description: Related Article: Arun Sridharan, Daniel L. M. Suess|2025|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c14036
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.cc2p8bkw
title: CCDC 2480668: Experimental Crystal Structure Determination

description: Related Article: Bo Li, Hao-Nan Shi, Le-Le Liu, Long-Jun Ma, Li Zhao|2026|J.Mol.Struct.|1352|144617|doi:10.1016/j.molstruc.2025.144617
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.cc2n08wv
title: CCDC 2443137: Experimental Crystal Structure Determination

description: Related Article: Si-Jie Fan, Ying-Long Wang, Guo Wang, Gui-Xiong Guo, Zhong-Feng Li, Hong-Liang Han, Li-Xiong Dai, Jian-Ming Liu, Yue-Bing Feng, Yun Tang, Qiong-Hua Jin|2025|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c03482
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.cc2lr9pc
title: CCDC 2405683: Experimental Crystal Structure Determination

description: Related Article: Si-Jie Fan, Ying-Long Wang, Guo Wang, Gui-Xiong Guo, Zhong-Feng Li, Hong-Liang Han, Li-Xiong Dai, Jian-Ming Liu, Yue-Bing Feng, Yun Tang, Qiong-Hua Jin|2025|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c03482
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.cc2n08xw
title: CCDC 2443138: Experimental Crystal Structure Determination

description: Related Article: Si-Jie Fan, Ying-Long Wang, Guo Wang, Gui-Xiong Guo, Zhong-Feng Li, Hong-Liang Han, Li-Xiong Dai, Jian-Ming Liu, Yue-Bing Feng, Yun Tang, Qiong-Hua Jin|2025|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c03482
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.cc2n08yx
title: CCDC 2443139: Experimental Crystal Structure Determination

description: Related Article: Si-Jie Fan, Ying-Long Wang, Guo Wang, Gui-Xiong Guo, Zhong-Feng Li, Hong-Liang Han, Li-Xiong Dai, Jian-Ming Liu, Yue-Bing Feng, Yun Tang, Qiong-Hua Jin|2025|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c03482
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.cc2pbjrb
title: CCDC 2482782: Experimental Crystal Structure Determination

description: Related Article: Peijuan Zhang, Qifei Shen, Diming Xu, Jianye Yang, Xuwei Luo, Pei Zhou, Jiahui Wang, Yanzi Xu, Lingjie Meng, Dongfeng Dang|2025|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c15153
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: 10.15468/dl.s7qug2
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "GadmGid is CHN.18_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Platycodon grandiflorus",
 "Year 1860-2025"
 ]
}

 The dataset includes 114 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014299-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17752058
title: Supplementary data of the manuscript "Oceanic δ13C fingerprints caused by Laurentice ice sheet discharges: model-data comparison during Heinrich Event 4"

description: Supplementary data of the manuscript "Oceanic δ13C fingerprints caused by Laurentice ice sheet discharges: model-data comparison during Heinrich Event 4".

This manuscript corresponds to the revised version of "Assessing Heinrich event 4 triggering mechanisms through oceanic dC13 model-data comparison".

The tar.gz file contains δ13C data, key model outputs and the scripts for the figures of the main text.
DOI: 10.15468/dl.ey6vdq
title: Occurrence Download

description: A dataset containing 4360 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-73.98654 7.01876,-73.78885 7.00676,-73.79177 7.16996,-73.95146 7.19004,-73.98654 7.01876))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 4360 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014301-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8runkm
title: Occurrence Download

description: A dataset containing 1110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-2.34836 35.93253,9.02069 35.93253,9.02069 43.18291,-2.34836 43.18291,-2.34836 35.93253))",
 "OccurrenceStatus is Present",
 "TaxonKey is Cetacea",
 "Year 2021-2023"
 ]
}

 The dataset includes 1110 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014300-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/ds/8861842
title: Indian Traffic & Hazards Dataset
DOI: 10.6084/m9.figshare.30702634
title: What constitutes an obstructive ventilatory impairment in a pediatric population? A comparative study of five definitions by scholarly societies

description: To ascertain the frequency of obstructive ventilatory impairment (OVI) among children/adolescents referred for spirometry, using definitions provided by various international respiratory societies. This cross-sectional, bi-centric study included 602 children/adolescents aged 6 to 18 years. Subjects completed a medical questionnaire, and clinical and anthropometric data were collected. Spirometric measurements were performed using two spirometers. OVI was assessed using five definitions: i) 2023-Global Initiative for Asthma (GINA): FEV<sub>1</sub> &lt; 80% and FEV<sub>1</sub>/FVC ≤ 0.90; ii) Irish College of General Practitioners (ICGP): FEV<sub>1</sub>/FVC &lt; 0.70; iii) European Respiratory Society and American Thoracic Society (ERS-ATS): FEV<sub>1</sub>/FVC z-score &lt; −1.645; iv) National Institute for Health and Care Excellence (NICE): FEV<sub>1</sub>/FVC &lt; 0.70 or FEV<sub>1</sub>/FVC z-score &lt; −1.645; and v) Canadian Thoracic Society (CTS): FEV<sub>1</sub>/FVC &lt; 0.80 or a FEV<sub>1</sub>/FVC z-score &lt; −1.645. The frequency of OVI varied significantly (Chi-square test &lt; 0.001) depending on the definition applied: ICGP (7.6%), ERS-ATS or NICE (19.3%), 2023-GINA (24.9%), and CTS (27.9%). This indicated that the definitions are not equivalent in identifying OVI. The rate of OVI in pediatric populations varies considerably based on the diagnostic criteria used. Clinicians and researchers should therefore interpret prevalence data cautiously and always specify which definition was applied.
DOI: 10.6084/m9.figshare.30702634.v1
title: What constitutes an obstructive ventilatory impairment in a pediatric population? A comparative study of five definitions by scholarly societies

description: To ascertain the frequency of obstructive ventilatory impairment (OVI) among children/adolescents referred for spirometry, using definitions provided by various international respiratory societies. This cross-sectional, bi-centric study included 602 children/adolescents aged 6 to 18 years. Subjects completed a medical questionnaire, and clinical and anthropometric data were collected. Spirometric measurements were performed using two spirometers. OVI was assessed using five definitions: i) 2023-Global Initiative for Asthma (GINA): FEV<sub>1</sub> &lt; 80% and FEV<sub>1</sub>/FVC ≤ 0.90; ii) Irish College of General Practitioners (ICGP): FEV<sub>1</sub>/FVC &lt; 0.70; iii) European Respiratory Society and American Thoracic Society (ERS-ATS): FEV<sub>1</sub>/FVC z-score &lt; −1.645; iv) National Institute for Health and Care Excellence (NICE): FEV<sub>1</sub>/FVC &lt; 0.70 or FEV<sub>1</sub>/FVC z-score &lt; −1.645; and v) Canadian Thoracic Society (CTS): FEV<sub>1</sub>/FVC &lt; 0.80 or a FEV<sub>1</sub>/FVC z-score &lt; −1.645. The frequency of OVI varied significantly (Chi-square test &lt; 0.001) depending on the definition applied: ICGP (7.6%), ERS-ATS or NICE (19.3%), 2023-GINA (24.9%), and CTS (27.9%). This indicated that the definitions are not equivalent in identifying OVI. The rate of OVI in pediatric populations varies considerably based on the diagnostic criteria used. Clinicians and researchers should therefore interpret prevalence data cautiously and always specify which definition was applied.
DOI: 10.6084/m9.figshare.30436575
title: Cognitive factor structure of the NACC UDS-3 neuropsychological battery across ethno-racial, linguistic, and cognitive status groups

description: <b>Objective:</b> There are diagnostic disparities in dementia across ethno-racial communities. The potential contribution of measurement bias in cognitive assessments was investigated by examining the factor structure and measurement invariance of the Uniform Data Set neuropsychological battery (UDS3-NB) across ethno-racial groups as well as Spanish and English speakers along a cognitive continuum. <b>Methods:</b> Data were from the National Alzheimer’s Coordinating Center (NACC) and the 1Florida Alzheimer’s Disease Research Center (1FLADRC). Confirmatory factor analyses were conducted in NACC (<i>n</i> = 29,462; <i>M</i> age = 71.0, <i>SD</i> = 10.4; 58.5% female, <i>M</i> education = 15.8, <i>SD</i> = 3.0; 68.6% non-Hispanic White, 5.3% ­primary Spanish speaking) to determine the UDS3-NB factor structure. Measurement invariance was tested in NACC and separately within 1FLADRC (<i>n</i> = 829; <i>M</i> age = 69.9, <i>SD</i> = 8.5; 56.5% female; <i>M</i> education = 14.6, <i>SD</i> = 3.5 years; 33.3% non-Hispanic White, 33.8% primary Spanish speaking), across ethno-racial (non-Hispanic White, Hispanic White, Black/African American), primary language (English, Spanish), and cognitive status (cognitively normal, mild cognitive impairment, dementia). Invariance was assessed at configural, metric, scalar, and strict levels. <b>Results:</b> A 4-factor model (memory, processing speed/executive functioning, language, attention) demonstrated acceptable to good fit in NACC (CFI = 0.97, TLI = 0.96, RMSEA = 0.07, SRMR = 0.03) and 1FLADRC (CFI = 0.97, TLI = 0.96, RMSEA = 0.05, SRMR = 0.04). Standardized factor loadings ranged from 0.43–0.87. Metric invariance was supported across all contrasts in both cohorts. Higher levels of invariance were cohort-dependent: CN vs. MCI achieved strict invariance in both cohorts, whereas non-Hispanic White vs. Hispanic White and English vs. Spanish only achieved strict invariance in NACC. <b>Conclusions:</b> The UDS3-NB demonstrates structural validity and metric equivalence across ethno-racial, linguistic, and cognitive status groups.