cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.uer7xb
title: Occurrence Download

description: A dataset containing 22361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Vascular Plant Herbarium, UiB",
 "Country is Sweden"
 ]
}

 The dataset includes 22361 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011112-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gpsns9
title: Occurrence Download

description: A dataset containing 36511 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Vascular Plant Herbarium: Herbarium Generale",
 "Country is Sweden"
 ]
}

 The dataset includes 36511 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011116-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/wkbgp6
title: metadataTargetedAnalysis.tab

description: Sample description and analysis order
DOI: 10.57745/y5kncb
title: RawdataTargetedAnalysis.zip

description: Raw data from the targeted analysis of polyphenols
DOI: 10.15468/dl.a9m8ws
title: Occurrence Download

description: A dataset listing the 7 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material sample)",
 "TaxonKey is Trichosanthes pilosa Lour."
 ]
}

 The dataset's 7 records were derived from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011110-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3t6wur
title: Occurrence Download

description: A dataset containing 35748 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Vascular Plant Herbarium, Oslo (O) UiO",
 "Country is Sweden"
 ]
}

 The dataset includes 35748 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011117-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28342160
title: Cohort Study on food labelling since 1980s till now.

description: Addressing the radical changes in the food labelling industry since 1980s will give insights and recommendations about the future of food labels and how food policies and policymakers have to be in alignment with this critical public health industry. Especially that obesity prevalence has markedly escalated in the last few decades.Lab analysis showed that fat content in the 3 different commercial food product was more or less identical to that found on the labels. Nevertheless with secondary analysis, it has been statistically recorded that some products have higher quality of oils than the others, moreover some of them were vulnerable to rancidity when exposed to mild heat or environmental conditions, e.g. Humidity and Air.The nutritional Analysis revealed that certain products stand out to consumers in exchange to the rest of brands, in accordance to the total energy amounts, but also in terms of fat quality and balanced macronutrients. This to highlight the opportunity and the risks of the core ingredients of some commercial food products.
DOI: 10.57745/exox9p
title: RawdataUntargetedAnalysis.zip

description: RAW data files Untargeted analysis
DOI: 10.57745/r0rjfd
title: MetadataUntargetedAnalysis.tab

description: Description of sample names and analysis order
DOI: 10.18712/nsd-nsd3241-v1
title: Family and changing gender roles, 2022, Norwegian part of ISSP

description: This study was conducted on the basis of the research collaboration in "The International Social Survey Program" (ISSP). ISSP is an international organization with members in 44 countries (per 2022) that prepares and coordinates annual interview surveys in member countries, mainly in the fields of political science and sociology. Themes for the surveys vary, but the same theme is repeated every few years so that it becomes possible to measure both changes in action patterns and attitudes over time, as well as differences between different countries and cultures. NSD - Norwegian Center for Research Data AS (NSD), now Sikt - Norwegian Agency for Shared Services in Education and Research, became a member of ISSP in 1989 and has been responsible for conducting the surveys in Norway since then.

The ISSP "Family and Changing Gender Roles" has been implemented in 1994, 2002, 2012 and 2022.
DOI: 10.60656/8d915eb299f14cdf
title: Custom collection of classification, Doppler lidar, lidar, and radar data from Bucharest between 6 and 9 Jul 2024
DOI: 10.60656/be67cb8d7db14d57
title: Custom collection of classification, Doppler lidar, lidar, and radar data from Bucharest on 13 Jul 2024
DOI: 10.60656/e31074c5ebfc4363
title: Custom collection of classification, Doppler lidar, lidar, and radar data from Bucharest on 15 Jul 2024
DOI: 10.60656/ee843e90056a4a1a
title: Custom collection of classification, Doppler lidar, lidar, and radar data from Bucharest on 28 Jul 2024
DOI: 10.60656/fa25498574204823
title: Custom collection of classification, Doppler lidar, lidar, and radar data from Bucharest on 31 Jul 2024
DOI: 10.60656/743ea6c09dae4aa5
title: Custom collection of classification, Doppler lidar, lidar, and radar data from Bucharest on 1 Aug 2024
DOI: 10.60656/835cf7985ecd420b
title: Custom collection of classification, Doppler lidar, lidar, and radar data from Bucharest on 12 Jul 2024
DOI: 10.5517/ccdc.csd.cc2jwb6z
title: CCDC 2349961: Experimental Crystal Structure Determination

description: Related Article: Zhen-Dong Xue, Yi Zhang, Hao-Yu Zhu, Juan-Juan Shao, Qiang Gao, Fang-Ming Wang|2025|CrystEngComm|27|661|doi:10.1039/D4CE00898G
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.cc2jwb70
title: CCDC 2349962: Experimental Crystal Structure Determination

description: Related Article: Zhen-Dong Xue, Yi Zhang, Hao-Yu Zhu, Juan-Juan Shao, Qiang Gao, Fang-Ming Wang|2025|CrystEngComm|27|661|doi:10.1039/D4CE00898G
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.cc2jwbb3
title: CCDC 2349965: Experimental Crystal Structure Determination

description: Related Article: Zhen-Dong Xue, Yi Zhang, Hao-Yu Zhu, Juan-Juan Shao, Qiang Gao, Fang-Ming Wang|2025|CrystEngComm|27|661|doi:10.1039/D4CE00898G
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.cc2l4qhz
title: CCDC 2387821: Experimental Crystal Structure Determination

description: Related Article: Hyunyong Kim, Seth M. Cohen|2025|Chemical Science|16|2344|doi:10.1039/D4SC06666A
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.cc2h3n8k
title: CCDC 2297418: Experimental Crystal Structure Determination

description: Related Article: A. Bektursinova, Z. Djumanazarova, Z. Uzakbergenova, J. Ashurov, A.A. Khan, S. Kadirova, B. Torambetov|2025|Acta Crystallogr.,Sect.E:Cryst.Commun.|81|96|doi:10.1107/S2056989024012386
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.cc2lzgpr
title: CCDC 2412565: Experimental Crystal Structure Determination

description: Related Article: A.V. Gurbanov, T. Hökelek, G.Z. Mammadova, K.I. Hasanov, T.A. Javadzade, A.N. Belay|2025|Acta Crystallogr.,Sect.E:Cryst.Commun.|81|99|doi:10.1107/S2056989024012398
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.cc2lzq3f
title: CCDC 2412795: Experimental Crystal Structure Determination

description: Related Article: A. Kamrowski, H. Reuter|2025|IUCrData|10|x241244|doi:10.1107/S2414314624012446
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.cc2lt0wb
title: CCDC 2407332: Experimental Crystal Structure Determination

description: Related Article: M. Varadhan, I. Passi, T. Chinnathangavel, V. Rajendiran|2025|IUCrData|10|x241240|doi:10.1107/S2414314624012409
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.cc2m8kt9
title: CCDC 2421311: Experimental Crystal Structure Determination

description: Related Article: Dongjing Hong|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: 10.60656/a2d82899f8754dc9
title: Custom collection of classification, Doppler lidar, lidar, and radar data from Bucharest between 6 Jul and 12 Aug 2024
DOI: 10.15468/dl.6rs89u
title: Occurrence Download

description: A dataset containing 4662 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is VNM",
 "OccurrenceStatus is Present",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 4662 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011119-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5fwp2a
title: Occurrence Download

description: A dataset containing 87103744 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidoptera"
 ]
}

 The dataset includes 87103744 records from 7959 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013341-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3vnf6c
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Erodium laciniatum)",
 "BasisOfRecord is Specimen",
 "Country is Libya"
 ]
}

 The dataset includes 43 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015189-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ggqmn
title: Occurrence Download

description: A dataset containing 5436 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Netherlands",
 "DatasetKey is one of (Natural History Museum Rotterdam - Specimens, Observation.org, Nature data from around the World, MICA - Muskrat and coypu camera trap observations in Belgium, the Netherlands and Germany, Observations Regelink Ecology and Landscape, iNaturalist Research-grade Observations, Naturalis Biodiversity Center (NL) - Mammalia, EcoCertified: A cameraTrap survey in solar field and control grasslands)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lutra lutra",
 "Year 2020-2025"
 ]
}

 The dataset includes 5436 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015190-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ra3fp
title: Occurrence Download

description: A dataset containing 1045 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Oligoryzomys costaricensis"
 ]
}

 The dataset includes 1045 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015192-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ppwbzv
title: Occurrence Download

description: A dataset containing 265880 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-61 -4,-59.4 -4,-59.4 -2.4,-61 -2.4,-61 -4))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 265880 records from 418 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039442-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cgtxrt
title: Occurrence Download

description: A dataset containing 5982 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calotriton asper)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 5982 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015191-250920141307145/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/13167819
title: Trending Youtube Video Statistics (113 Countries)
DOI: 10.15468/dl.wyrg68
title: Occurrence Download

description: A dataset containing 280 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Oligoryzomys vegetus"
 ]
}

 The dataset includes 280 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015193-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7v2zm5
title: Occurrence Download

description: A dataset containing 678683 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Austria",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepidoptera",
 "Year 1000-2025"
 ]
}

 The dataset includes 678683 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015151-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s7btsw
title: Occurrence Download

description: A dataset containing 342 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Phenotypic and Genotypic Insecticide Resistance Profiles of Aedes Mosquitoes across Ghana"
 ]
}

 The dataset includes 342 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015195-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30207853
title: Research on Vehicle Detection Algorithms Based on Deep Learning in Complex Environments

description: This study proposes an enhanced vehicle detection model with three key improvements to address YOLOv8’s limitations in complex traffic scenes, particularly its poor handling of scale variation, which leads to missed detections and localization errors. First, the SFSCConv module uses a multi-branch structure to capture multi-scale features. Second, the EUSC module integrates channel attention into upsampling to preserve fine details. Third, Inner Shape-IoU leverages segmentation masks to align the IoU calculation with irregular object boundaries for better localization. On the KITTI dataset, the model achieves an mAP of 88.6% for small, occluded, and irregular objects , a 6.5% improvement over YOLOv8s, and an overall mAP of 85.42%, a 6.9% improvement. The model also demonstrates strong generalization on the BDD100K dataset. These advances offer a more robust solution for autonomous driving and intelligent traffic systems.
DOI: 10.6084/m9.figshare.30207853.v1
title: Research on Vehicle Detection Algorithms Based on Deep Learning in Complex Environments

description: This study proposes an enhanced vehicle detection model with three key improvements to address YOLOv8’s limitations in complex traffic scenes, particularly its poor handling of scale variation, which leads to missed detections and localization errors. First, the SFSCConv module uses a multi-branch structure to capture multi-scale features. Second, the EUSC module integrates channel attention into upsampling to preserve fine details. Third, Inner Shape-IoU leverages segmentation masks to align the IoU calculation with irregular object boundaries for better localization. On the KITTI dataset, the model achieves an mAP of 88.6% for small, occluded, and irregular objects , a 6.5% improvement over YOLOv8s, and an overall mAP of 85.42%, a 6.9% improvement. The model also demonstrates strong generalization on the BDD100K dataset. These advances offer a more robust solution for autonomous driving and intelligent traffic systems.
DOI: 10.5281/zenodo.17199589
title: test_dat_f

description: No description provided
DOI: 10.5281/zenodo.17199588
title: test_dat_f

description: No description provided
DOI: 10.15468/dl.yubpea
title: Occurrence Download

description: A dataset containing 8330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Occurrence evidence, Material sample)",
 "TaxonKey is Oryzomys couesi"
 ]
}

 The dataset includes 8330 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015196-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6h5w6s
title: Occurrence Download

description: A dataset containing 69996 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Mediodactylus kotschyi, Hemidactylus platyurus, Eutropis multifasciata, Anolis leachii, Varanus niloticus, Tarentola annularis, Sphaerodactylus argus, Varanus indicus, Gekko gecko, Hemidactylus parvimaculatus, Leioheterodon madagascariensis, Varanus exanthematicus, Leiolepis rubritaeniata, Lampropholis delicata)"
 ]
}

 The dataset includes 69996 records from 177 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015150-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3qhscd
title: Occurrence Download

description: A dataset containing 301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus spectabilis",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 301 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015197-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pmdynu
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus spectabilis",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 57 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015198-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqcs96
title: Occurrence Download

description: A dataset containing 16808 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Iris germanica)"
 ]
}

 The dataset includes 16808 records from 566 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015201-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vtttyz
title: Occurrence Download

description: A dataset containing 3386 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus spectabilis",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3386 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015199-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uzft9s
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tracheophyta)",
 "Geometry POLYGON ((11.21167 49.88057, 11.23167 49.88057, 11.23167 49.90057, 11.21167 49.90057, 11.21167 49.88057))"
 ]
}

 The dataset includes 100 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015202-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.