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

description: A dataset containing 444812 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "TaxonKey is Charadriiformes"
 ]
}

 The dataset includes 444812 records from 177 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001974-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dprv77
title: Occurrence Download

description: A dataset containing 248 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Leucosceptrum canum Sm.)"
 ]
}

 The dataset includes 248 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002023-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ks5p9
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Sycopsis triplinervia H.T.Chang)"
 ]
}

 The dataset includes 37 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002024-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.su43ym
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is India",
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is IND.11_1",
 "Issue is Coordinate rounded",
 "IucnRedListCategory is VU",
 "OccurrenceStatus is Present",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Saara hardwickii (Gray, 1827)"
 ]
}

 The dataset includes 24 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002026-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.abv4n2
title: Occurrence Download

description: A dataset containing 2698 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Raphia P.Beauv.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2698 records from 151 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002025-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14222123
title: One-year hip fracture mortality

description: The dataset contains 1258 records and 32 numerical variables related to hip fracture patients. It includes demographic data, functional indices, comorbidities, postoperative complications and 365-day mortality-follow-up. It is ideal for predictive studies or survival analysis.
DOI: 10.5281/zenodo.14222124
title: One-year hip fracture mortality

description: The dataset contains 1258 records and 32 numerical variables related to hip fracture patients. It includes demographic data, functional indices, comorbidities, postoperative complications and 365-day mortality-follow-up. It is ideal for predictive studies or survival analysis.
DOI: 10.15468/dl.tnpgtx
title: Occurrence Download

description: A dataset containing 1388 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((118.56678 37.61804,119.35172 37.61804,119.35172 38.21008,118.56678 38.21008,118.56678 37.61804))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2019-2024"
 ]
}

 The dataset includes 1388 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002027-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wzwpxs
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Shaniodendron subaequale (H.T.Chang) M.Bieb.Deng, H.T.Wei & X.Q.Wang)"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002028-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.22y47a
title: Occurrence Download

description: A dataset containing 556 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Avena brevis Roth"
 ]
}

 The dataset includes 556 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002030-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ubff2x
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Loxocalyx ambiguus (Makino) Makino)"
 ]
}

 The dataset includes 93 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002029-241125135418005/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.27908349
title: Data Windmill Droplets.zip

description: Data for manuscript "Windmill droplets. Optically induced rotation of biphase oil-in-water droplets", authored by Jesus J. del Pozo, Ana B. Bonhome-Espinosa, Wei Sun, Carlos Gutierrez-Ariza, Raul A. Rica and Laura Rodriguez-Arco.
DOI: 10.6084/m9.figshare.27908349.v1
title: Data Windmill Droplets.zip

description: Data for manuscript "Windmill droplets. Optically induced rotation of biphase oil-in-water droplets", authored by Jesus J. del Pozo, Ana B. Bonhome-Espinosa, Wei Sun, Carlos Gutierrez-Ariza, Raul A. Rica and Laura Rodriguez-Arco.
DOI: 10.15468/dl.dywx47
title: Occurrence Download

description: A dataset containing 351346 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Ukraine",
 "DatasetKey is one of (Records of vascular plants, bryophytes and lichens from Ukrainian Grassland Database, Records of vascular plants, bryophytes and lichens in the core of the Askania-Nova Biosphere Reserve F.E. Falz-Fein and depressions lands based on relevés in 1967-2019, Findings of birds (Aves) in the Northern Azov region (Ukraine) during 2004-2022, EBCC Atlas of European Breeding Birds)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 351346 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001991-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftvts9
title: Occurrence Download

description: A dataset containing 1345 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Helwingia chinensis Batalin)"
 ]
}

 The dataset includes 1345 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002032-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nzqbbc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Loxocalyx quinquenervius Hand.-Mazz.)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002033-241125135418005/datasets/export for details.
DOI: 10.15468/dl.c4yhg6
title: Occurrence Download

description: A dataset containing 1157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euterpe edulis Mart.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1157 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002034-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jtxj7e
title: Occurrence Download

description: A dataset listing the 19 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is UKR",
 "TaxonKey is Chrysopidae"
 ]
}

 The dataset's 19 records were derived from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002002-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ghgs3
title: Occurrence Download

description: A dataset containing 145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Loxocalyx urticifolius Hemsl.)"
 ]
}

 The dataset includes 145 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002037-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gkcv2n
title: Occurrence Download

description: A dataset containing 2698 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Raphia P.Beauv.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2698 records from 151 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002035-241125135418005/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.27652623.v15
title: toy-datasets

description: Toy datasets of different genome data and file types.
DOI: 10.15468/dl.58ag2b
title: Occurrence Download

description: A dataset containing 2698 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Raphia P.Beauv.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2698 records from 151 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002036-241125135418005/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.27080108
title: Sectoral priorities in the modernisation of engineering education in Brazil

description: Modernising engineering education demands integrating diverse perspectives through multidisciplinary, collaborative approaches. In developing countries, collaboration with stakeholders presents a significant challenge. This study aimed to develop a novel collective approach to establish priorities for modernising engineering education. A workshop was conducted by the Modernisation of Undergraduate Education Program at the Pontifical Catholic University of Paraná in a Southern Brazilian metropolis, with 63 stakeholders from various sectors (education, experts, government, industry, and civil society organisations). The workshop consisted of three rounds discussions, including two rounds with stakeholders of the same sector and one round with stakeholders of different sectors mixed in discussion tables. Each table, comprising 3–7 participants, aimed to reach a consensus. Several topics were addressed in the discussions, including curricularization of extension, updating outdated curricular bases, and integrating soft skills and entrepreneurship into engineering programs. The resulting goals emphasised the integration of engineering education with society and industry. Participants agreed on short to medium-term deadlines for achieving these goals. This approach connected stakeholders, fostering an extensive collaborative, multisectoral network supporting engineering education modernisation.
DOI: 10.6084/m9.figshare.27080108.v2
title: Sectoral priorities in the modernisation of engineering education in Brazil

description: Modernising engineering education demands integrating diverse perspectives through multidisciplinary, collaborative approaches. In developing countries, collaboration with stakeholders presents a significant challenge. This study aimed to develop a novel collective approach to establish priorities for modernising engineering education. A workshop was conducted by the Modernisation of Undergraduate Education Program at the Pontifical Catholic University of Paraná in a Southern Brazilian metropolis, with 63 stakeholders from various sectors (education, experts, government, industry, and civil society organisations). The workshop consisted of three rounds discussions, including two rounds with stakeholders of the same sector and one round with stakeholders of different sectors mixed in discussion tables. Each table, comprising 3–7 participants, aimed to reach a consensus. Several topics were addressed in the discussions, including curricularization of extension, updating outdated curricular bases, and integrating soft skills and entrepreneurship into engineering programs. The resulting goals emphasised the integration of engineering education with society and industry. Participants agreed on short to medium-term deadlines for achieving these goals. This approach connected stakeholders, fostering an extensive collaborative, multisectoral network supporting engineering education modernisation.
DOI: 10.6084/m9.figshare.27080108.v1
title: Sectoral priorities in the modernisation of engineering education in Brazil

description: Modernising engineering education demands integrating diverse perspectives through multidisciplinary, collaborative approaches. In developing countries, collaboration with stakeholders presents a significant challenge. This study aimed to develop a novel collective approach to establish priorities for modernising engineering education. A workshop was conducted by the Modernisation of Undergraduate Education Program at the Pontifical Catholic University of Paraná in a Southern Brazilian metropolis, with 63 stakeholders from various sectors (education, experts, government, industry, and civil society organisations). The workshop consisted of three rounds discussions, including two rounds with stakeholders of the same sector and one round with stakeholders of different sectors mixed in discussion tables. Each table, comprising 3–7 participants, aimed to reach a consensus. Several topics were addressed in the discussions, including curricularization of extension, updating outdated curricular bases, and integrating soft skills and entrepreneurship into engineering programs. The resulting goals emphasised the integration of engineering education with society and industry. Participants agreed on short to medium-term deadlines for achieving these goals. This approach connected stakeholders, fostering an extensive collaborative, multisectoral network supporting engineering education modernisation.
DOI: 10.6084/m9.figshare.26149650
title: An integrated ergonomic risk assessment framework based on fuzzy logic and IVSF-AHP for optimising ergonomic risks in a mixed-model assembly line

description: This study proposes a systematic approach to address ergonomic factors, including physical, environmental and psychosocial aspects, in solving assembly line balancing problems. A three-stage framework is developed, starting with determining weights for ergonomic risk assessment methods using the interval-valued spherical fuzzy analytical hierarchy process. In the second stage, a fuzzy logic model for integrated ergonomic risk assessment is constructed based on these weights, and the integrated ergonomic risk score is determined. In the third stage, a mathematical model is formulated to minimise the cycle time while balancing the ergonomic risk level. A case study conducted in a wire harness factory validated the effectiveness of the proposed approach, showing a 10–11% improvement in line efficiency and a 12–25% enhancement in ergonomic risk balancing performance. These findings underscore the potential benefits of implementing this approach, which can significantly improve occupational safety and overall performance. This article presents a practical and systematic approach for enhancing ergonomic conditions in assembly lines. The proposed approach aims to balance the ergonomic risk level while minimising the cycle time by considering physical, environmental and psychosocial risk factors. A case study conducted in a wire harness factory demonstrated significant improvements in balancing ergonomic risks, highlighting the real-world applicability of this research.
DOI: 10.6084/m9.figshare.26149650.v1
title: An integrated ergonomic risk assessment framework based on fuzzy logic and IVSF-AHP for optimising ergonomic risks in a mixed-model assembly line

description: This study proposes a systematic approach to address ergonomic factors, including physical, environmental and psychosocial aspects, in solving assembly line balancing problems. A three-stage framework is developed, starting with determining weights for ergonomic risk assessment methods using the interval-valued spherical fuzzy analytical hierarchy process. In the second stage, a fuzzy logic model for integrated ergonomic risk assessment is constructed based on these weights, and the integrated ergonomic risk score is determined. In the third stage, a mathematical model is formulated to minimise the cycle time while balancing the ergonomic risk level. A case study conducted in a wire harness factory validated the effectiveness of the proposed approach, showing a 10–11% improvement in line efficiency and a 12–25% enhancement in ergonomic risk balancing performance. These findings underscore the potential benefits of implementing this approach, which can significantly improve occupational safety and overall performance. This article presents a practical and systematic approach for enhancing ergonomic conditions in assembly lines. The proposed approach aims to balance the ergonomic risk level while minimising the cycle time by considering physical, environmental and psychosocial risk factors. A case study conducted in a wire harness factory demonstrated significant improvements in balancing ergonomic risks, highlighting the real-world applicability of this research.
DOI: 10.6084/m9.figshare.27901383
title: drep-95

description: clustered MAGs at the species level (95%)
DOI: 10.6084/m9.figshare.27901383.v1
title: drep-95

description: clustered MAGs at the species level (95%)
DOI: 10.15468/dl.geyhvg
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Marmoritis complanata (Dunn) A.L.Budantzev)"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002039-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.radduj
title: Occurrence Download

description: A dataset containing 277 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dipterocarpus tuberculatus Roxb."
 ]
}

 The dataset includes 277 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002041-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uygwwu
title: Occurrence Download

description: A dataset containing 23021 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hordeum marinum Huds."
 ]
}

 The dataset includes 23021 records from 501 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002038-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14907153
title: Robotic collection, imaging, and machine learning analysis of salt patterns: MATLAB scripts and other files

description: Analysis scripts used to analyze the images of salt deposits; files used for 3D printing small parts used in the construction of our robotic drop imager (RODI). These files relate to our paper Batista, S V, Yan, Dangi, and Steinbock "High-throughput robotic collection, imaging, and machine learning analysis of salt patterns: Composition and concentration from dried droplet photos", which as of 02/21/25 has been accepted for publication in the RSC journal Digital Discovery. Additional information on the uploaded files can be found in this paper and its Supplementary Information file, available via the journal's website.
DOI: 10.5281/zenodo.14907154
title: Robotic collection, imaging, and machine learning analysis of salt patterns: MATLAB scripts and other files

description: Analysis scripts used to analyze the images of salt deposits; files used for 3D printing small parts used in the construction of our robotic drop imager (RODI). These files relate to our paper Batista, S V, Yan, Dangi, and Steinbock "High-throughput robotic collection, imaging, and machine learning analysis of salt patterns: Composition and concentration from dried droplet photos", which as of 02/21/25 has been accepted for publication in the RSC journal Digital Discovery. Additional information on the uploaded files can be found in this paper and its Supplementary Information file, available via the journal's website.
DOI: 10.15468/dl.gmxp5p
title: Occurrence Download

description: A dataset containing 2841 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vaccinium corymbosum L.)",
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Specimen, Unknown evidence, Machine Observation, Occurrence evidence)",
 "Year is greater than or equal to 1971",
 "Year is less than or equal to 2010",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2841 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000548-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.