cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14801544
title: Application of AI in Network Traffic Analysis

description: In this thesis, I investigate the transformative role of artificial intelligence (AI) in network traffic analysis, highlighting how AI technologies enhance the monitoring and management of network data. As networks grow increasingly complex, traditional methods fall short in providing the efficiency and security needed for effective traffic management. I argue that AI's capabilities in pattern recognition and anomaly detection significantly improve network security and performance. The findings are structured into three main sections: the evolution and definition of AI technologies, an analysis of AI's impact on network security and performance, and case studies demonstrating successful AI implementations across various industries. The conclusion reiterates the importance of AI in modern network management and suggests directions for future research.
DOI: 10.15468/dl.tr93zp
title: Occurrence Download

description: A dataset containing 316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Myoporum insulare R.Br."
 ]
}

 The dataset includes 316 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011308-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d9yjp2
title: Occurrence Download

description: A dataset containing 2540 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ITA.10_1",
 "IucnRedListCategory is one of (NE, DD, LC, NT)",
 "License is CC0 1.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta",
 "Year 1950-2025"
 ]
}

 The dataset includes 2540 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011309-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3tzs9m
title: Occurrence Download

description: A dataset containing 6017346 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Anous stolidus pileatus (Scopoli, 1786), Anous tenuirostris (Temminck, 1823), Gygis alba (Sparrman, 1786), Rynchops albicollis Swainson, 1838, Chroicocephalus genei (Brème, 1839), Chroicocephalus brunnicephalus (Jerdon, 1840), Chroicocephalus ridibundus (Linnaeus, 1766))"
 ]
}

 The dataset includes 6017346 records from 3324 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011293-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zmp2r4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Amphibia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((82.5 -7.5,90 -7.5,90 0,82.5 0,82.5 -7.5))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041365-251009101135966/datasets/export for details.
DOI: 10.15468/dl.wbvj86
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.28_1",
 "TaxonKey is Carduus nutans"
 ]
}

 The dataset includes 77 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041360-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gypp6q
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.28_1",
 "TaxonKey is Taraxacum dissectum"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041364-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/s4txdu
title: Données naturalistes opportunistes issues de la plateforme INaturalist-Données naturalistes opportunistes "ameliabassiti"

description: Données naturalistes opportunistes saisies sur iNaturalist à partir du compte "ameliabassiti"
DOI: 10.15468/dl.99hxrz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Amphibia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((82.5 7.5,90 7.5,90 15,82.5 15,82.5 7.5))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041361-251009101135966/datasets/export for details.
DOI: 10.15468/dl.tjx8wh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Amphibia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((90 -7.5,97.5 -7.5,97.5 0,90 0,90 -7.5))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041363-251009101135966/datasets/export for details.
DOI: 10.15472/aiswoa
title: Bacterias identificadas por medio de metabarcoding asociadas al proyecto piloto de investigación integral - PPII Platero, departamento de Santander

description: El área objeto de licenciamiento se encuentra localizada hacia el occidente del departamento de Santander, en la provincia de Yariguíes, situada en la margen derecha del río Magdalena en lo que se conoce como el valle medio del río Magdalena, en inmediaciones de la vereda Terraplén del municipio de Puerto Wilches y jurisdicción ambiental de la Corporación Autónoma Regional de Santander (CAS). En cuanto a la división político-organizativa, el área de influencia establecida para el PPII Platero, incluye al municipio de Puerto Wilches y 11 unidades territoriales dentro de las cuales se encuentran cinco (5) corregimientos y seis (6) veredas.Este recurso contiene los datos biológicos provenientes del monitoreo de composición y diversidad de comunidades de microorganismos durante la etapa de condiciones previas a la ejecución de los proyectos de fracturamiento hidráulico. Para esto se tomaron muestras de ADN ambiental asociadas a las zonas de pozos no convencionales, considerando las matrices de agua superficial, sedimento, suelo y agua subterránea. La diversidad global de bacterias se examinó a través de la técnica molecular de metabarcoding, usando los marcadores moleculares 16S (región V3-V4). El monitoreo de microorganismos por metabarcoding se llevó a cabo en dos épocas de precipitación diferencial. Se definieron para cada una de las épocas de monitoreo, un total de 16 puntos de agua superficial entre sistemas lóticos y lénticos representativos del área de influencia del proyecto, 16 puntos de los sedimentos asociados, 6 puntos compuestos de suelo y 17 puntos para muestreo de agua subterránea; cada uno de los puntos se tomó por triplicado con el fin de aumentar la representatividad en el área de estudios y la robustez estadística de los resultados.Este recurso contiene un total de 89.402 registros biológicos pertenecientes al reino Bacteria. Los datos fueron obtenidos durante el año 2021 y 2022. Dichos registros fueron identificados en el área de influencia del proyecto en cuestión que se encuentra ubicado en el municipio de Puerto Wilches en Santander.
DOI: 10.5439/2000080
title: xsacrgridppi.c0

description: This datastream is made by xsacrgridppi VAP. It has (time, Y, X) gridded Ka-band PPI radar data, using nearest neighbor algorithm, with uncalibrated (.a1) input.
DOI: 10.15468/dl.x3f3dx
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Liquidambar styraciflua",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 98 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015479-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.regmqz
title: Occurrence Download

description: A dataset containing 393980 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "OccurrenceStatus is Present",
 "StateProvince is Cadiz"
 ]
}

 The dataset includes 393980 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015427-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jr46b6
title: Occurrence Download

description: A dataset containing 25778 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Puffinus yelkouan)",
 "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 25778 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015474-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.47pbwu
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015480-250920141307145/datasets/export for details.
DOI: 10.15468/dl.kcsc3z
title: Occurrence Download

description: A dataset containing 434 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Liquidambar styraciflua",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 434 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015481-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17200567
title: SEM Withered Plant (BSE Series) — Kikoh Matsuura (Art–Science Archive)

description: Parent (series) record for *SEM Withered Plant (BSE)* by Kikoh Matsuura.  This record serves as the hub for all child datasets in the series.

**Files included:**- A series overview (TXT) documenting scope, naming rules, citation style, and file policy- A machine-readable index (CSV) that will be updated to list child datasets (DOIs, imaging parameters, etc.)

Each child dataset contains raw, uncompressed BMP images (≈13 per set, number varies) acquired with a personally owned TECHNEX TinySEM M3-i using the BSE detector under high-vacuum conditions.  Child records provide detailed READMEs with exact parameters (accelerating voltage, working distance, vacuum, pixel size, field of view, frame time, coating).

This parent provides a stable concept DOI for the entire *SEM Withered Plant (BSE)* series.  Child datasets link back via *IsPartOf*, and this parent enumerates them via *HasPart*.  

*This series visualizes the hidden order and chance in withered plants through SEM-BSE, leaving a unique trace at the boundary between art and science.*
DOI: 10.5281/zenodo.17199526
title: Wnt/β-catenin signalling assists cell fate decision making in the early mouse embryo

description: Quantitative immunofluorescence data related to Wnt/b-catenin signalling role during Epi vs PrE differentiation obtained using MINS software  (DOI: 10.1016/j.stemcr.2014.01.010). Related to manuscript: doi: https://doi.org/10.1101/2025.04.09.647220

 

For more info please contact silvia.munoz@ulpgc.es
DOI: 10.5281/zenodo.17199525
title: Wnt/β-catenin signalling assists cell fate decision making in the early mouse embryo

description: Quantitative immunofluorescence data related to Wnt/b-catenin signalling role during Epi vs PrE differentiation obtained using MINS software  (DOI: 10.1016/j.stemcr.2014.01.010). Related to manuscript: doi: https://doi.org/10.1101/2025.04.09.647220

 

For more info please contact silvia.munoz@ulpgc.es
DOI: 10.15468/dl.rjwrk4
title: Occurrence Download

description: A dataset containing 35582396 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "GadmGid is one of (COL)"
 ]
}

 The dataset includes 35582396 records from 3898 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015345-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v6p3gd
title: Occurrence Download

description: A dataset containing 38167 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Canis lupus Linnaeus, 1758",
 "Year 1970-2023"
 ]
}

 The dataset includes 38167 records from 292 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033295-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hwgonv
title: Occurrence Download

description: A dataset containing 330046 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Broedvogels - Atlas of the breeding birds in Flanders 2000-2002"
 ]
}

 The dataset includes 330046 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003815-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qwbp4p
title: Occurrence Download

description: A dataset containing 640 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cactoblastis cactorum (Berg, 1885)"
 ]
}

 The dataset includes 640 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027431-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gumesv
title: Occurrence Download

description: A dataset containing 4361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Procambarus clarkii (Girard, 1852)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4361 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003815-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.epsv4f
title: Occurrence Download

description: A dataset containing 28859 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Herbario Pontificia Universidad Javeriana"
 ]
}

 The dataset includes 28859 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041109-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xqn3wo
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heuchera wootonii Rydb."
 ]
}

 The dataset includes 58 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003815-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxsmuf
title: Occurrence Download

description: A dataset containing 424 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei, Hong Kong)",
 "TaxonKey is Mugil cephalus Linnaeus, 1758"
 ]
}

 The dataset includes 424 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056976-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fkkrvm
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Puya raimondii Harms",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003815-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tb6srf
title: Occurrence Download

description: A dataset containing 1263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rostratula australis (Gould, 1838)",
 "Year 2000-2023"
 ]
}

 The dataset includes 1263 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0150611-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iabnmk
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thunnus alalunga (Cetti, 1777)",
 "Geometry POLYGON((-81.69 41.08,-81.69 62.29,-26.59 62.29,-26.59 41.08,-81.69 41.08))",
 "HasGeospatialIssue is false",
 "Year 1990-2020"
 ]
}

 The dataset includes 25 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003815-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cqmssh
title: Occurrence Download

description: A dataset containing 840 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crassocephalum montuosum (S.Moore) Milne-Redh."
 ]
}

 The dataset includes 840 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0150622-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aznavz
title: Occurrence Download

description: A dataset containing 243931 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plegadis falcinellus (Linnaeus, 1766)"
 ]
}

 The dataset includes 243931 records from 182 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003815-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pq7qwn
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crassocephalum effusum (Mattf.) C.Jeffrey"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0150613-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jb6k1d
title: Occurrence Download

description: A dataset containing 6686 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Observaciones de Especies Silvestres (by Charif Tala)"
 ]
}

 The dataset includes 6686 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003815-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xfsuba
title: Occurrence Download

description: A dataset containing 2198 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crassocephalum rubens (Juss. ex Jacq.) S.Moore"
 ]
}

 The dataset includes 2198 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0150626-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wlhssz
title: Occurrence Download

description: A dataset containing 1600 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cygnus Garsault, 1764"
 ]
}

 The dataset includes 1600 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003815-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fjvpgn
title: Occurrence Download

description: A dataset containing 85430 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Ciconia episcopus (Boddaert, 1783)"
 ]
}

 The dataset includes 85430 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0150630-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pye6te
title: Occurrence Download

description: A dataset containing 339 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "DecimalLatitude is greater than 32.758554841079",
 "DecimalLatitude is less than 33.1911770393842",
 "DecimalLongitude is greater than -85.9876013699373",
 "DecimalLongitude is less than -85.4750681297174"
 ]
}

 The dataset includes 339 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003815-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.46gces
title: Occurrence Download

description: A dataset containing 767 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crassula alata (Viv.) A.Berger"
 ]
}

 The dataset includes 767 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0150634-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.