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

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tapinoma melanocephalum",
 "Country is Kenya",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003203-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b4b6mp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tapinoma melanocephalum",
 "Country is Romania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003204-250914085247600/datasets/export for details.
DOI: 10.34810/data863
title: ERC Artsoundscapes project – Dataset for "Arte Rupestre: una perspectiva desde los paisajes sonoros"

description: Data collected in the framework of the ERC project "The sound of special places: exploring rock art soundscapes and the sacred" (acronym: Artsoundscapes, Grant Agreement No. 787842). The project focuses on the relationship between archaeoacoustics and rock art. The attached files correspond to 1) the audio files of the impulse responses collected at the rock art sites of Sandra shelter (Kamberg, South Africa), and Bamboo Hollow III and Wilcox shelter (Giant’s Castle, South Africa), all of them in the Drakensberg mountain range, 2) the corresponding ambient sounds registered on each of the three sites, 3) the resulting audio tracks when the ambient sound is reproduced in the immersive audio laboratory of the Faculty of Psychology, and 4) a Matlab script for the extraction of the psycoacoustical parameters presented on the publication.
description: Raw recordings and other formats of impulse responses are also available on request. For any further information about this research, please contact with PI Margarita Díaz-Andreu, (m.diaz-andreu@ub.edu )
DOI: 10.5281/zenodo.17120633
title: Dataset of "Passive Identification of PLC Models in Industrial Networks via MAC Address Analysis"

description: Device identification in industrial networks is crucial for ensuring cybersecurity, supporting penetration testing, and enabling asset management in Operational Technology (OT) environments. This paper presents a novel approach for identifying Siemens PLC device models based solely on MAC addresses and their statistical characteristics. We constructed a custom dataset of 81 MAC address samples from four Siemens PLC models by combining data from laboratory hardware and open sources. From these addresses, we derived six simple yet informative statistical features, including the distance from the mean, median, and z-score of the MAC ID segment. These features were used to train a feedforward neural network, achieving 80\% accuracy on an independent test set, outperforming traditional models such as XGBoost. Our method is passive, rapid, and non-intrusive, making it particularly suitable for sensitive industrial environments. This study also discusses the advantages and limitations of MAC-based identification and proposes scalable strategies for expanding the dataset using publicly available information.
DOI: 10.5281/zenodo.17120632
title: Dataset of "Passive Identification of PLC Models in Industrial Networks via MAC Address Analysis"

description: Device identification in industrial networks is crucial for ensuring cybersecurity, supporting penetration testing, and enabling asset management in Operational Technology (OT) environments. This paper presents a novel approach for identifying Siemens PLC device models based solely on MAC addresses and their statistical characteristics. We constructed a custom dataset of 81 MAC address samples from four Siemens PLC models by combining data from laboratory hardware and open sources. From these addresses, we derived six simple yet informative statistical features, including the distance from the mean, median, and z-score of the MAC ID segment. These features were used to train a feedforward neural network, achieving 80\% accuracy on an independent test set, outperforming traditional models such as XGBoost. Our method is passive, rapid, and non-intrusive, making it particularly suitable for sensitive industrial environments. This study also discusses the advantages and limitations of MAC-based identification and proposes scalable strategies for expanding the dataset using publicly available information.
DOI: 10.15468/dl.hf2yfr
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Hippocampus comes"
 ]
}

 The dataset includes 113 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003205-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34894/wrfx2z
title: Undermining Clientelism with Collective Confidence: Unbundling the Individual and Spillover Effects of Conditional Cash Transfers

description: An in-person household survey implemented between February and May 2017 in 27 municipalities in Alagoas, Bahia and Ceará states, Northeastern Brazil.
DOI: 10.15468/dl.xsn8cu
title: Occurrence Download

description: A dataset containing 1212 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "TaxonKey is Rhincodon typus"
 ]
}

 The dataset includes 1212 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003206-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u4jmct
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tapinoma melanocephalum",
 "Country is Sierra Leone",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003207-250914085247600/datasets/export for details.
DOI: 10.15468/dl.bhsfu9
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tapinoma melanocephalum",
 "Country is Saint Kitts and Nevis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003208-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uqgs8g
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tapinoma melanocephalum",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003209-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1106785
title: Images and GIS Data from an Archaeological Evaluation at Bramford Battery, Bullen Lane, Bramford, Suffolk, July 2022

description: This collection comprises images and GIS data from an archaeological evaluation on land off Bullen Lane, Bramford, Suffolk carried out by Cotswold Archaeology in July 2022. Thirteen trenches were excavated within an area of a proposed battery storage facility. Archaeology was limited to two undated ditches.
DOI: 10.15468/dl.8jj54r
title: Occurrence Download

description: A dataset containing 824 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "DatasetKey is one of (iNaturalist Research-grade Observations, Botanical Database of Southern Africa (BODATSA): Botanical Collections, Naturalis Biodiversity Center (NL) - Botany, Pl@ntNet automatically identified occurrences, NU: KwaZulu-Natal Invasive Alien Species (1821-2011), Tree planting occurrences, Pl@ntNet observations)",
 "GadmGid is ZAF.1_1",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Argemone ochroleuca, Argemone ochroleuca stenopetala, Argemone ochroleuca ochroleuca, Argemone ochroleuca barclayana, Argemone ochroleuca barclayana, Argemone ochroleuca stenophylla, Argemone ochroleuca stenopetala, Arundo donax, Arundo donax, Arundo donax procerior, Arundo donax versicolor, Arundo donax versicolor, Arundo donax angustifolia, Biancaea decapetala, Bidens pilosa, Cirsium vulgare, Cirsium vulgare, Cirsium vulgare, Cirsium vulgare, Cirsium vulgare oligocephalum)"
 ]
}

 The dataset includes 824 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003210-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data891
title: Geospatial data for: The atlas of unburnable oil for supply-side climate policies

description: Layers derived from geospatial analysis results conducted for the development of the Atlas of Unburnable Oil for supply-side climate policies. It encompasses layers depicting the overlap between global sedimentary oil basins and various socio-environmental criteria used to define exclusion areas for oil extraction, where oil resources should be left untapped in order to keep global warming under 1.5 °C. These criteria include biodiversity hotspots, centers of terrestrial and marine endemic species richness, natural protected areas, urban areas, and the territories of Indigenous Peoples in voluntary isolation.
DOI: 10.15468/dl.cmvzb2
title: Occurrence Download

description: A dataset containing 592901 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Impatiens glandulifera"
 ]
}

 The dataset includes 592901 records from 1150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003121-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9v8amv
title: Occurrence Download

description: A dataset containing 475 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((91.66634 23.71604,113.24093 23.71604,113.24093 32.34218,91.66634 32.34218,91.66634 23.71604))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cercopithecidae"
 ]
}

 The dataset includes 475 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041721-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v2zztj
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spartina alterniflora Loisel.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 2005"
 ]
}

 The dataset includes 180 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041718-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j24cjw
title: Occurrence Download

description: A dataset containing 2939 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "Geometry POLYGON((-137.14069 25.61984,-60.00142 25.61984,-60.00142 73.4579,-137.14069 73.4579,-137.14069 25.61984))",
 "TaxonKey is Dioscorea bulbifera L."
 ]
}

 The dataset includes 2939 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041720-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3huwd7
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caloneis bacillum (Grunow) Cleve, 1894",
 "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 ((30.5701 -24.0715,25.5395 -24.0715,25.5395 -28.5786,30.5701 -28.5786,30.5701 -24.0715))"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041722-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15653692
title: Role of active folding in stopping great thrust earthquake rupture
DOI: 10.15468/dl.8e725w
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salicornia radicans Sm.",
 "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 ((31.8862 -21.3285,30.5701 -20.3186,30.5701 -24.0715,35.5909 -24.0715,35.6007 -24.0157,35.6007 -23.8125,35.4969 -23.7035,35.6007 -23.165,35.6007 -22.9702,35.227 -22.2482,34.6862 -21.6944,34.013 -21.3095,33.5 -21.1593,32.9675 -21.1092,32.4352 -21.1612,31.8862 -21.3285))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041725-250525065834625/datasets/export for details.
DOI: 10.15468/dl.hzhdue
title: Occurrence Download

description: A dataset containing 5572 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Paepalanthus Mart."
 ]
}

 The dataset includes 5572 records from 152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041724-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b5wnka
title: Occurrence Download

description: A dataset containing 31219 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudophilotes baton (Bergstrasser, 1779)"
 ]
}

 The dataset includes 31219 records from 554 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041726-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6d26rv
title: Occurrence Download

description: A dataset containing 1094 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Palaemon pugio (Holthuis, 1949)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 2005"
 ]
}

 The dataset includes 1094 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041728-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rxfsy4
title: Occurrence Download

description: A dataset containing 2269 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "TaxonKey is Cortaderia selloana (Schult. & Schult.f.) Asch. & Graebn."
 ]
}

 The dataset includes 2269 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041730-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jzcysv
title: Occurrence Download

description: A dataset containing 100792 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melitaea athalia von Rottemburg, 1775"
 ]
}

 The dataset includes 100792 records from 896 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041711-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/5t8-l8d-e53
title: Noccaea Moench

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5t8-qzn-cws
title: Fagopyrum esculentum Moench

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5t8-rkh-ygy
title: Agrostis canina L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5t8-xhv-58a
title: Saxifraga granulata L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5t9-923-r10
title: Cerastium arvense L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5t9-9xj-kf7
title: Agrostis mertensii Trin.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5t9-bfs-qve
title: Zannichellia P.Micheli ex L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5t9-gnh-903
title: Erysimum cheiranthoides L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5t9-nqg-t6p
title: Stellaria nemorum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5t7-zz6-gge
title: Carex L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5ta-1qg-we2
title: Carex glareosa Schkuhr ex Wahlenb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5ta-3ne-pad
title: Corallorhiza trifida Châtel.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5ta-8tc-a0v
title: Urtica dioica var. ssp. dioica var. dioica

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5ta-bmd-p70
title: Lathyrus vernus (L.) Bernh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5ta-czd-4l2
title: Salix pentandra L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5ta-ela-zq8
title: Atriplex littoralis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5ta-kmw-j8s
title: Malaxis monophyllos (L.) Sw.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5ta-p82-drw
title: Sagittaria natans Pall.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5ta-s5y-ba2
title: Brassica napus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5ta-vdd-zdn
title: Calamagrostis canescens (Weber) Roth

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5ta-ws1-cz2
title: Scheuchzeria palustris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5ta-yng-p64
title: Poa pratensis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5tb-0e8-eyz
title: Matteuccia struthiopteris (L.) Tod.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5tb-5c9-68w
title: Rumex thyrsiflorus Fingerh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5ta-0qb-5m9
title: Anthyllis vulneraria var. ssp. vulneraria var. vulneraria

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5tb-6d2-exw
title: Carex echinata Murray

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5ta-46c-ydz
title: Rhododendron tomentosum (Stokes) Harmaja

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5tb-hc2-cw1
title: Cardamine hirsuta L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5tb-jvj-698
title: Sinapis alba L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17991229
title: Stability-aware, Transferable Discovery of Metal-Organic Frameworks for Selective Sorting of C6 Alkane Isomers by Machine Learning

description: Stability-aware, Transferable Discovery of Metal-Organic Frameworks for Selective Sorting of C6 Alkane Isomers by Machine Learning
DOI: 10.5281/zenodo.17991230
title: Stability-aware, Transferable Discovery of Metal-Organic Frameworks for Selective Sorting of C6 Alkane Isomers by Machine Learning

description: Stability-aware, Transferable Discovery of Metal-Organic Frameworks for Selective Sorting of C6 Alkane Isomers by Machine Learning
DOI: 10.3535/5tb-zmw-qwt
title: Potamogeton alpinus Balb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5tc-0yh-dyb
title: Bunias orientalis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5tc-8wd-8vb
title: Rumex bucephalophorus subsp. gallicus

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5tc-hwz-75z
title: Delphinium elatum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5tc-lf6-xpk
title: Salix repens var. ssp. repens var. repens

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5tc-phc-35a
title: Equisetum fluviatile L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5tc-qtk-pzw
title: Lathyrus sylvestris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5tc-z7r-rhd
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5tc-zk4-sjv
title: Noccaea caerulescens (J. Presl & C. Presl) F. K. Mey.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5tc-zln-ybk
title: Raphanus sativus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5tb-ym1-lh9
title: Corydalis nobilis (L.) Pers.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5td-2y9-d5m
title: Actaea rubra subsp. rubra

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.