cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.c93ck6
title: Occurrence Download

description: A dataset containing 785 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plebejus argus (Linnaeus, 1758)",
 "Year 1970-2000"
 ]
}

 The dataset includes 785 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106972-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ecpzq
title: Occurrence Download

description: A dataset containing 428 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Malope trifida Cav."
 ]
}

 The dataset includes 428 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035348-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6r5zbe
title: Occurrence Download

description: A dataset containing 926 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 Poecilotriccus calopterus pulchellus (P.L.Sclater, 1874)"
 ]
}

 The dataset includes 926 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011991-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.43j7uj
title: Occurrence Download

description: A dataset containing 368 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Panama",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rosaceae"
 ]
}

 The dataset includes 368 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045739-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1tiznh
title: Occurrence Download

description: A dataset containing 428 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Malope trifida Cav."
 ]
}

 The dataset includes 428 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035349-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d9w8hc
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Finlaysonia wallichii (Wight) Venter"
 ]
}

 The dataset includes 16 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003602-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hkq68v
title: Occurrence Download

description: A dataset containing 26980 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1070.0",
 "Geometry POLYGON((-130 25,-100 25,-100 45,-130 45,-130 25))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Arachnida"
 ]
}

 The dataset includes 26980 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116060-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eegyfy
title: Occurrence Download

description: A dataset containing 326 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Otonycteris Peters, 1859"
 ]
}

 The dataset includes 326 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035350-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4r839p
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Genista mingrelica Albov"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003600-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jz8h5j
title: Occurrence Download

description: A dataset containing 94676 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erica cinerea L."
 ]
}

 The dataset includes 94676 records from 387 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116074-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ga0ngm
title: Occurrence Download

description: A dataset containing 4353 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhea americana (Linnaeus, 1758)"
 ]
}

 The dataset includes 4353 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035348-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qg7w6q
title: Occurrence Download

description: A dataset containing 8323 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 Taphrospilus hypostictus (Gould, 1862)"
 ]
}

 The dataset includes 8323 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003609-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ta3eb
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-103.46902 20.82012,-103.42225 20.81815,-103.42386 20.84647,-103.46239 20.8466,-103.46902 20.82012))"
 ]
}

 The dataset includes 47 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120687-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.em2don
title: Occurrence Download

description: A dataset containing 362 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cylindrospermopsis raciborskii (Wołosz.) Seenayya & Subbaraju"
 ]
}

 The dataset includes 362 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035355-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c7hg6q
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Banksia integrifolia L.fil."
 ]
}

 The dataset includes 43 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003601-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fdx75p
title: Occurrence Download

description: A dataset containing 9751945 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 1970-2000"
 ]
}

 The dataset includes 9751945 records from 207 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106990-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qayg17
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galactia texana (Scheele) A.Gray"
 ]
}

 The dataset includes 115 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035356-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nsbemc
title: Occurrence Download

description: A dataset containing 333 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Felicia hyssopifolia (P.J.Bergius) Nees"
 ]
}

 The dataset includes 333 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003613-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15068043
title: Datos de la encuesta a estudiantes de 1º de ESO del IES Ramiro de Maeztu (Madrid)  y del IES Rosa Chacel (Colmenar Viejo, Madrid)

description: Cuestionario y resultados obtenidos en la escuesta realizada al alumnado de dos institutos de la Comunidad de Madrid, para analizar la situación actual de las bibliotecas escolares y su impacto en el fomento de la lectura.
DOI: 10.5281/zenodo.15068044
title: Datos de la encuesta a estudiantes de 1º de ESO del IES Ramiro de Maeztu (Madrid)  y del IES Rosa Chacel (Colmenar Viejo, Madrid)

description: Resultados obtenidos en la escuesta realizada al alumnado de dos institutos de la Comunidad de Madrid, para analizar la situación actual de las bibliotecas escolares y su impacto en el fomento de la lectura.
DOI: 10.5281/zenodo.15105438
title: Datos de la encuesta a estudiantes de 1º de ESO del IES Ramiro de Maeztu (Madrid)  y del IES Rosa Chacel (Colmenar Viejo, Madrid)

description: Cuestionario y resultados obtenidos en la escuesta realizada al alumnado de dos institutos de la Comunidad de Madrid, para analizar la situación actual de las bibliotecas escolares y su impacto en el fomento de la lectura.
DOI: 10.5281/zenodo.15105441
title: Expanded Journal List (EJL)

description: The Expanded Journal List (EJL) contains over 39,000 sources in a list that combines the sources from Journal Citation Report (Web of Science) SCImago Journal Rank (Scopus) and CWTS CORE (OpenAlex).
DOI: 10.5281/zenodo.15105442
title: Expanded Journal List (EJL)

description: The Expanded Journal List (EJL) contains over 39,000 sources in a list that combines the sources from Journal Citation Report (Web of Science) SCImago Journal Rank (Scopus) and CWTS CORE (OpenAlex).
DOI: 10.5281/zenodo.13886054
title: Curiosity Driven Multi-agent Reinforcement Learning for 3D Game Testing
DOI: 10.5281/zenodo.13886055
title: Curiosity Driven Multi-agent Reinforcement Learning for 3D Game Testing
DOI: 10.5281/zenodo.15105449
title: DigiNEB directories - JSON files used in the DigiNEB.eu website by the Flex Objects plugin in Grav 1.7

description: Digital Projects Digital projects directory for the NEB community.

Digital Tools Digital tools directory for the NEB community.

NEB Labs NEB Lab directory as co-creation spaces at the service of the New European Bauhaus community.

EIT Community NEB Directory of EIT Community New European Bauhaus projects.

ERDF innovative actions Directory of ERDF European Urban Initiative - Innovative Actions.

Open Licences Open Licences directory for the NEB community.

NEB Prize winners Directory of Winners of NEB Prizes.

NEB in Horizon Europe NEB Projects with Horizon Europe funding.

NEB Partners NEB Partners

NEB Friends NEB Friends
DOI: 10.5281/zenodo.15105450
title: DigiNEB directories - JSON files used in the DigiNEB.eu website by the Flex Objects plugin in Grav 1.7

description: Digital Projects Digital projects directory for the NEB community.

Digital Tools Digital tools directory for the NEB community.

NEB Labs NEB Lab directory as co-creation spaces at the service of the New European Bauhaus community.

EIT Community NEB Directory of EIT Community New European Bauhaus projects.

ERDF innovative actions Directory of ERDF European Urban Initiative - Innovative Actions.

Open Licences Open Licences directory for the NEB community.

NEB Prize winners Directory of Winners of NEB Prizes.

NEB in Horizon Europe NEB Projects with Horizon Europe funding.

NEB Partners NEB Partners

NEB Friends NEB Friends
DOI: 10.5281/zenodo.14961405
title: Reanalysis biological ocean data from CMEMS for the Philippine seas

description: The dataset consists of data frames (or tables) containing longitude (x), latitude (y), date, and value columns for each biological variable: micronekton and zooplankton mass content, as well as net primary productivity. It includes daily, monthly, and annual means; daily, monthly, and annual climatologies (long-term means); and daily, monthly, and annual anomalies, covering the period from January 1, 1998, to December 31, 2023. The spatial domain covers the region bounded by longitude 110°–130°E and latitude 2°–30°N. These data are provided in separate files in both .csv and .rds formats, except for daily values and daily anomalies, which are available exclusively in .rds format due to .csv file size limitations and repository storage constraints. Users can easily access .rds files in R using the base readRDS() function and subset the data according to their specific spatial and temporal needs. Sample R code is available upon request.
DOI: 10.5281/zenodo.14918590
title: Reanalysis biological ocean data from CMEMS for the Philippine seas

description: The dataset consists of data frames (or tables) containing longitude (x), latitude (y), date, and value columns for each biological variable: micronekton and zooplankton mass content, as well as net primary productivity. It includes daily, monthly, and annual means; daily, monthly, and annual climatologies (long-term means); and daily, monthly, and annual anomalies, covering the period from January 1, 1998, to December 31, 2023. The spatial domain covers the region bounded by longitude 110°–130°E and latitude 2°–30°N. These data are provided in separate files in both .csv and .rds formats, except for daily values and daily anomalies, which are available exclusively in .rds format due to .csv file size limitations and repository storage constraints. Users can easily access .rds files in R using the base readRDS() function and subset the data according to their specific spatial and temporal needs. Sample R code is available upon request.
DOI: 10.15468/dl.bzn22x
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Parnassius acco Gray, 1853"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006120-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2br7x6
title: Occurrence Download

description: A dataset containing 2052 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hylobates lar (Linnaeus, 1771)"
 ]
}

 The dataset includes 2052 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006121-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kyag9h
title: Occurrence Download

description: A dataset containing 56743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rangifer tarandus (Linnaeus, 1758)",
 "Year 1970-2025"
 ]
}

 The dataset includes 56743 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006119-250325103851331/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.28689950
title: Eddy trajectory dataset

description: Eddy trajectory dataset
DOI: 10.15468/dl.wvyny5
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Parnassius imperator Oberthür, 1883"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006122-250325103851331/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/11205366
title: Daily Public Opinion on Israel-Palestine War
DOI: 10.34740/kaggle/dsv/11205403
title: Public Opinion on Climate Change (Updated Daily)
DOI: 10.6084/m9.figshare.25604577
title: <b>The evolutionary significance of whole genome duplications in oil biosynthesis of oil crops</b>

description: <b>The evolutionary significance of whole genome duplications in oil biosynthesis of oil crops</b>
DOI: 10.15468/dl.nfx64m
title: Occurrence Download

description: A dataset containing 2052 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hylobates lar (Linnaeus, 1771)"
 ]
}

 The dataset includes 2052 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006123-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zh27z9
title: Occurrence Download

description: A dataset containing 7927 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "TaxonKey is Pinus albicaulis Engelm."
 ]
}

 The dataset includes 7927 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006125-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g49qn5
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bhutanitis lidderdalii Atkinson, 1873"
 ]
}

 The dataset includes 31 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006128-250325103851331/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/11205577
title: Global Genomic Neurofibromatosis Neoplasia
DOI: 10.15468/dl.urvwzc
title: Occurrence Download

description: A dataset containing 1155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lamproptera curius (Fabricius, 1787)"
 ]
}

 The dataset includes 1155 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006130-250325103851331/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/11205609
title: Trending Youtube Video Statistics (113 Countries)
DOI: 10.15468/dl.rmrwwv
title: Occurrence Download

description: A dataset containing 772739 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Passer domesticus (Linnaeus, 1758)"
 ]
}

 The dataset includes 772739 records from 176 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006124-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxze5d
title: Occurrence Download

description: A dataset containing 1456 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acacia auriculiformis A.Cunn. ex Benth., Aralia merrillii C.B.Shang, Agave americana L., Ageratum conyzoides L., Alternanthera philoxeroides (Mart.) Griseb., Alternanthera sessilis (L.) R.Br. ex DC., Archontophoenix cunninghamiana (H.Wendl.) H.Wendl. & Drude, Asystasia gangetica (L.) T.Anderson, Urochloa mutica (Forssk.) T.Q.Nguyen, Cecropia pachystachya Trécul, Cecropia peltata L., Chromolaena odorata (L.) R.M.King & H.Rob., Miconia crenata (Vahl) Michelang., Cynodon dactylon (L.) Pers., Cyperus rotundus L., Pontederia crassipes Mart., Epipremnum pinnatum (L.) Engl., Falcataria falcata (L.) Greuter & R.Rankin, Jacaranda obtusifolia Humb. & Bonpl., Leucaena leucocephala (Lam.) de Wit, Limnocharis flava (L.) Buchenau, Lygodium japonicum (Thunb.) Sw., Mimosa diplotricha C.Wright, Mimosa pigra L., Mimosa pudica L., Neptunia plena (L.) Benth., Nypa fruticans Wurmb, Paederia foetida L., Panicum maximum Nees, 1841, Psidium guajava L., Ptychosperma macarthurii (H.Wendl. ex H.J.Veitch) H.Wendl. ex Hook.f., Salvinia ×molesta D.S.Mitch., Spathodea campanulata Beauverd, Striga asiatica (L.) Kuntze, Syngonium podophyllum Schott, Urochloa mutica (Forssk.) T.Q.Nguyen)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Country is one of (Singapore)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1456 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006134-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/1pxd-dt73
title: data_ECM_MC

description: Ensemble clustering, which integrates multiple base clusterings to enhance robustness and accuracy, is commonly evaluated on over 10 benchmark datasets. These include 6 synthetic datasets (e.g., 3MC,atom,Chainlink,Flame,Jain,wingnut) designed to test algorithms on nonlinear separability and density variations. The 14 real-world datasets span diverse domains: classical UCI datasets (Iris,Heart,IS,ISOLET,LM,MF,ODR,SPF,waveform), scikit-learning datasets (lung,USPS,TOX), MSRA..These datasets collectively address challenges in cluster shape complexity, dimensionality, noise resilience, and scalability, enabling researchers to assess ensemble methods like CSPA, HGPA, and meta-clustering approaches using metrics such as ACC,NMI ,ARI and F1-score. Such evaluations drive advancements in applications like bioinformatics, customer segmentation, and anomaly detection.