cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/7ec-66m-a7c
title: Eupithecia tenuiata (Hübner, [1813])

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/q0t-h7e-fe3
title: Scoparia ambigualis Treitschke, 1829

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/dgc-s46-dne
title: Charanyca (Rusina) Stephens, 1829

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wmx-nw0-yhf
title: Lacanobia (Dianobia) contigua [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2nh-554-6ws
title: Conistra (Conistra) vaccinii (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mb5-s89-7ry
title: Orthosia (Monima) populeti Fabricius, 1781

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hs9-t2m-pbc
title: Hyppa rectilinea (Esper, 1788)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fya-7sw-54k
title: Xestia (Schoyenia) quieta Hübner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ver-ts0-cdz
title: Xestia (Schoyenia) quieta Hübner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ec4-meq-pvt
title: Manulea (Manulea) complana (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6je-zfn-j79
title: Lasionycta Aurivillius, 1892

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/v3r-wcg-rce
title: Hoplodrina octogenaria (Goeze, 1781)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/h46-asq-9ps
title: Crypsedra gemmea Treitschke, 1825

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qpt-9mz-awj
title: Leucodonta bicoloria ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/re5-w7n-0yp
title: Aphantopus hyperantus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9h0-3ld-16y
title: Conistra (Conistra) vaccinii (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.a5mpth
title: Occurrence Download

description: A dataset containing 183988 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Lota lota (Linnaeus, 1758)"
 ]
}

 The dataset includes 183988 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027898-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-81912
title: Pentecost, nos. 19-22, Mar.-Dec. 1952

description: [description english/roman)] Issued quarterly in March, June, Sept. & Dec. "A review of world-wide pentecostal missionary and revival news" -- subtitle from cover. "A quarterly review of world-wide pentecostal activity" -- subtitle from masthead.
DOI: 10.15468/dl.hbkppz
title: Occurrence Download

description: A dataset containing 32618 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((5.51111 43.28104,16.63029 43.28104,16.63029 48.10813,5.51111 48.10813,5.51111 43.28104))",
 "TaxonKey is Pseudochorthippus parallelus (Zetterstedt, 1821)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 32618 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029493-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rp5drx
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "HostingOrganizationKey is c5f7ef70-e233-11d9-a4d6-b8a03c50a862",
 "TaxonKey is Anthophora basalis Smith, 1854"
 ]
}

 The dataset includes 34 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083074-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-82182
title: Pentecost, nos. 31-34, Mar.-Dec. 1955

description: [description english/roman)] Issued quarterly in March, June, Sept. & Dec. "A review of world-wide pentecostal missionary and revival news" -- subtitle from cover. "A quarterly review of world-wide pentecostal activity" -- subtitle from masthead.
DOI: 10.15468/dl.mzn2s6
title: Occurrence Download

description: A dataset containing 197 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Anas nesiotis",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 197 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059417-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-83051
title: Pentecost, nos. 67-70, Mar.-Dec. 1964

description: [description english/roman)] Issued quarterly in March, June, Sept. & Dec. "A review of world-wide pentecostal misionary and revival news" -- subtitle from cover. "A quarterly review of world-wide pentecostal activity" -- subtitle from masthead.
DOI: 10.15468/dl.7mvfgx
title: Occurrence Download

description: A dataset containing 6381 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Procnias tricarunculatus (J.Verreaux & E.Verreaux, 1853)"
 ]
}

 The dataset includes 6381 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075003-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.grmput
title: Occurrence Download

description: A dataset containing 57861 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-78.9080380999999988 42.8881354999999971, -78.9080380999999988 42.8947150300000004, -78.9080380999999988 42.8994669100000010, -78.9080380999999988 42.9049498500000013, -78.9080380999999988 42.9115293799999975, -78.9080380999999988 42.9159157300000018, -78.9080380999999988 42.9228607900000014, -78.9080380999999988 42.9309024399999970, -78.9080380999999988 42.9382130199999992, -78.9080380999999988 42.9466201999999981, -78.8992625700000048 42.9466201999999981, -78.8882931600000035 42.9466201999999981, -78.8802489299999934 42.9466201999999981, -78.8714733999999993 42.9466201999999981, -78.8714733999999993 42.9411372599999979, -78.8714733999999993 42.9374819700000003, -78.8714733999999993 42.9319990300000001, -78.8714733999999993 42.9243229100000008, -78.8714733999999993 42.9192054999999968, -78.8714733999999993 42.9144536200000033, -78.8714733999999993 42.9064119700000006, -78.8714733999999993 42.8994669100000010, -78.8714733999999993 42.8950805599999967, -78.8714733999999993 42.8881354999999971, -78.8806145799999996 42.8881354999999971, -78.8912183399999947 42.8881354999999971, -78.8985312800000003 42.8881354999999971, -78.9080380999999988 42.8881354999999971))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 57861 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089162-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bc9syk
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhadinella kanalchutchan (Mendelson & Kizirian, 1995))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027895-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-82840
title: Pentecost, nos. 51-54, Mar.-Dec. 1960

description: [description english/roman)] Issued quarterly in March, June, Sept. & Dec. "A review of world-wide pentecostal missionary and revival news" -- subtitle from cover. "A quarterly review of world-wide pentecostal activity" -- subtitle from masthead.
DOI: 10.15468/dl.5jfqum
title: Occurrence Download

description: A dataset containing 711 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Camptotheca acuminata Decne."
 ]
}

 The dataset includes 711 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037049-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8nqe9g
title: Occurrence Download

description: A dataset containing 2056 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mazzaella splendens (Setchell & N.L.Gardner) Fredericq, 1994"
 ]
}

 The dataset includes 2056 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111219-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-82522
title: Pentecost, nos. 47-50, Mar.-Dec. 1959

description: [description english/roman)] Issued quarterly in March, June, Sept. & Dec. "A review of world-wide pentecostal missionary and revival news" -- subtitle from cover. "A quarterly review of world-wide pentecostal activity" -- subtitle from masthead.
DOI: 10.15468/dl.gv6swu
title: Occurrence Download

description: A dataset containing 243322 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 (Cacatua sanguinea Gould, 1843)",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 243322 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0125054-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4hsbsz
title: Occurrence Download

description: A dataset containing 381472 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polygonum aviculare L."
 ]
}

 The dataset includes 381472 records from 953 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058657-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-82613
title: Pentecost, nos. 11-14, Mar.-Dec. 1950

description: [description english/roman)] Issued quarterly in March, June, Sept. & Dec. "A review of world-wide pentecostal missionary and revival news" -- subtitle from cover. "A quarterly review of world-wide pentecostal activity" -- subtitle from masthead.
DOI: 10.15468/dl.7e3yn4
title: Occurrence Download

description: A dataset containing 903 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "TaxonKey is one of (Saguinus oedipus (Linnaeus, 1758))"
 ]
}

 The dataset includes 903 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111220-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7p23sn
title: Occurrence Download

description: A dataset listing the 39854 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Austria",
 "HasCoordinate is true",
 "Year is less than 1995",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 39854 records were derived from 489 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034473-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d62uyp
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Petrocephalus wesselsi Kramer & van der Bank, 2000",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.5808 -24.13,35.5909 -24.0715,30.5701 -24.0715,30.5701 -28.5786,32.4847 -28.5786,32.55 -28.5222,33.0346 -26.8668,32.9741 -26.7838,33.0415 -26.059,32.9304 -26.0011,32.7994 -26.1281,32.6834 -26.0015,32.813 -25.8728,32.8513 -25.7166,33.3048 -25.3731,35.1489 -24.6699,35.5808 -24.13))"
 ]
}

 The dataset includes 128 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024217-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14996805
title: Annotated Image Dataset for defects detection in Laser Powder Bed Fusion

description: This dataset contains 2,638 high-resolution powder bed (PB) images and 2674 optical tomography (OT) images with visible defects, collected from the EOS M290 machine during the laser-based powder bed fusion (PBF-LB) process. The PB images were collected by the EOSTATE PowderBed monitoring system before and after each layer's exposure. The OT images provide layer-wise thermal and structural insights during the build. 

All samples were printed with 316L stainless steel powder (Dv(25) = 22 µm, Dv(50) = 37 µm, Dv(75) = 58 µm), recoating speed 80 mm/s. Detailed process parameters for each set are:






Set



Laser Power

(W)



Scan Speed (mm/s)



Hatch Distance (mm)



Layer Thickness (µm)



Volumetric Energy Density (J/mm³)





1



80 - 250



780 - 3120



0.09



40



8.89, 17.81, 26.71, 35.61





2



215



1083



0.09



40



55.15





3



195



1083



0.09



20



100.03





 

In addition to the raw images, the dataset includes manually labeled annotations and preprocessed and cropped images suitable for the training and validation of machine learning and deep learning models:



Original Images and Manual Labels: Includes 2,638 raw powder bed (PB) images (JPEG, 1280×1024 pixels) and 2,674 optical tomography (OT) images (JPEG, 2000×2000 pixels), along with their corresponding manual annotations in XML format, created using LabelImg.

Cropped Defects and Classification: Provides defect-centered image crops with binary class labels ("Good" vs "Defects") for image classification tasks.

Preprocessed Data: Includes resized and normalized images, cropped to consistent dimensions and ready for data augmentation and model training. This is designed for defect detection using object detection models.


This image dataset can be used for image recognition, object detection, and other potential research in Metal Additive Manufacturing.
DOI: 10.5281/zenodo.14996806
title: Annotated Image Dataset for defects detection in Laser Powder Bed Fusion

description: This dataset contains 2,638 high-resolution powder bed (PB) images and 2674 optical tomography (OT) images with visible defects, collected from the EOS M290 machine during the laser-based powder bed fusion (PBF-LB) process. The PB images were collected by the EOSTATE PowderBed monitoring system before and after each layer's exposure. The OT images provide layer-wise thermal and structural insights during the build. 

All samples were printed with 316L stainless steel powder (Dv(25) = 22 µm, Dv(50) = 37 µm, Dv(75) = 58 µm), recoating speed 80 mm/s. Detailed process parameters for each set are:






Set



Laser Power

(W)



Scan Speed (mm/s)



Hatch Distance (mm)



Layer Thickness (µm)



Volumetric Energy Density (J/mm³)





1



80 - 250



780 - 3120



0.09



40



8.89, 17.81, 26.71, 35.61





2



215



1083



0.09



40



55.15





3



195



1083



0.09



20



100.03





 

In addition to the raw images, the dataset includes manually labeled annotations and preprocessed and cropped images suitable for the training and validation of machine learning and deep learning models:



Original Images and Manual Labels: Includes 2,638 raw powder bed (PB) images (JPEG, 1280×1024 pixels) and 2,674 optical tomography (OT) images (JPEG, 2000×2000 pixels), along with their corresponding manual annotations in XML format, created using LabelImg.

Cropped Defects and Classification: Provides defect-centered image crops with binary class labels ("Good" vs "Defects") for image classification tasks.

Preprocessed Data: Includes resized and normalized images, cropped to consistent dimensions and ready for data augmentation and model training. This is designed for defect detection using object detection models.


This image dataset can be used for image recognition, object detection, and other potential research in Metal Additive Manufacturing.
DOI: 10.17605/osf.io/z9hj3
title: Retrospective study - The relationship between impulsivity, aggressive behavior, and executive functions in a forensic population

description: A retrospective study of ~120 forensic psychiatric evaluations (2010–2020) examining how deficits in executive functions—especially inhibition, shifting, and working memory—relate to impulsivity and aggression severity (Cornell 0–7), accounting for psychiatric comorbidities and recidivism.
DOI: 10.15468/dl.3tdpek
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "TaxonKey is Lilium tigrinum"
 ]
}

 The dataset includes 177 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044905-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v5xswx
title: Occurrence Download

description: A dataset containing 23237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Indonesia",
 "DatasetKey is one of (Flora Sumatra: Digitizing and data basing specimens of the Sumatran Flora deposited at Herbarium Universitas Andalas (ANDA)-Part 2, Flora of Sumatra: Vascular plant collection of selected families deposited at Herbarium of Andalas University (ANDA), EOD – eBird Observation Dataset, Naturalis Biodiversity Center (NL) - Botany, iNaturalist Research-grade Observations, Naturalis Biodiversity Center (NL) - Lepidoptera, International Barcode of Life project (iBOL), Royal Botanic Gardens, Kew - Herbarium Specimens, Odonata observations from SE Asia)",
 "Geometry POLYGON((99.2877 -0.32322,100.2665 -1.59398,102.12182 -0.87832,103.71158 -0.32461,103.54925 0.97399,101.71723 1.57678,99.05037 1.1363,98.72571 0.30152,99.2877 -0.32322))",
 "OccurrenceStatus is Present",
 "Year 2020-2025"
 ]
}

 The dataset includes 23237 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044906-250827131500795/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/13005595
title: Aero Remote Sensing Images (Aero-RSI) v_1.0
DOI: 10.15468/dl.y956bj
title: Occurrence Download

description: A dataset containing 1746 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Hippophae rhamnoides"
 ]
}

 The dataset includes 1746 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044908-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17083675
title: MG-PDB & MGBench: Benchmarking co-folding methods for molecular glue ternary structure prediction

description: Molecular glues (MGs) are a novel therapeutic modality that create or stabilize protein-protein interactions. To benchmark computational prediction of these systems, we present MG-PDB & MGBench, comprehensive datasets of MG ternary complex structures. This work evaluates several state-of-the-art co-folding methods: AlphaFold 3, Boltz-1, Chai-1, Protenix, and RoseTTAFold All-Atom.
DOI: 10.34740/kaggle/dsv/13005614
title: Aero Remote Sensing Images (Aero-RSI) v_1.0
DOI: 10.15468/dl.yxary7
title: Occurrence Download

description: A dataset containing 861097 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lolium perenne"
 ]
}

 The dataset includes 861097 records from 3644 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044821-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d4a4qy
title: Occurrence Download

description: A dataset containing 205 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cladanthus scariosus (Ball) Oberpr. & Vogt"
 ]
}

 The dataset includes 205 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012767-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.20f3q7
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Überschwemmungsgebiet der Wied"
 ]
}

 The dataset includes 95 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004223-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.