cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29143829.v1
title: IoT Network Intrusion Dataset

description: The exponential growth of the Internet of Things (IoT) devices provides a large attack surface for intruders to launch more destructive cyber-attacks. The intruder aimed to exhaust the target IoT network resources with malicious activity. New techniques and detection algorithms required a well-designed dataset for IoT networks. We proposed a new dataset, namely IoTID20, generated dataset from [1]. The new IoT botnet dataset has a more comprehensive network and flow-based features. The flow-based feature can be used to analyze and evaluate a flow-based intrusion detection system. Our proposed IoT botnet dataset will provide a reference point to identify anomalous activity across the IoT networks. The IoT Botnet dataset can be accessed from [2]. The new IoTID20 dataset will provide a foundation for the development of new intrusion detection techniques in IoT networks.<br>
DOI: 10.15468/dl.qmh2ym
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 90fd6680-349f-11d8-aa2d-b8a03c50a862",
 "TaxonKey is Croton cinerellus Müll.Arg."
 ]
}

 The dataset includes 34 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016581-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.94jmzs
title: Occurrence Download

description: A dataset containing 13975 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum invalid, Geodetic datum assumed WGS84, Coordinate reprojected, Country derived from coordinates, Country invalid, Continent derived from coordinates, The scientific name ID was not used in backbone matching, The taxon concept ID was not used in backbone matching, The taxon ID was not used in backbone matching, Occurrence status inferred from individual count, Ambiguous institution, Ambiguous collection, Institution match none, Collection match none, Institution match fuzzy, Collection match fuzzy, Institution collection mismatch, Different owner institution)",
 "OccurrenceStatus is Present",
 "TaxonKey is Agropyron cristatum (L.) Gaertn.",
 "Year 1970-2025"
 ]
}

 The dataset includes 13975 records from 270 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016579-250515123054153/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.26347669
title: Data and code from: Biodiversity change under human depopulation in Japan

description: All data and R script archived here were used for analyses in "Biodiversity change under human depopulation in Japan".
DOI: 10.15468/dl.tcxgj9
title: Occurrence Download

description: A dataset containing 167463 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Zariaspes mythecus Godman, 1900, Epargyreus exadeus cruza Evans, 1952, Urbanus pronta Evans, 1952, Eupetomena macroura (J.F.Gmelin, 1788), Crithagra sulphurata sulphurata, Andrena florentina Magretti, 1883, Andrena lagopus Latreille, 1809, Nomada tridentirostris Dours, 1873, Andrena distinguenda Schenck, 1871, Lasioglossum circinatum (Vachal, 1904), Lasioglossum uyacicola (Cockerell, 1949), Ceratina sapphira Florez-Gomez & Ayala, 2022, Caenaugochlora cupriventris (Vachal, 1904), Heriades bruneri Titus, 1904, Lasioglossum crocoturum (Vachal, 1904), Lasioglossum asaphes McGinley, 1986, Lasioglossum nyctere (Vachal, 1904), Pseudopanurgus bakeri (Cockerell, 1896), Bombus weisi Friese, 1903, Dolerus nitens Zaddach, 1859, Andrena nana (Kirby, 1802), Andrena niveata Friese, 1887, Andrena nitidiuscula Schenck, 1853, Andrena fulvata E.Stöckhert, 1930, Nomada succincta Panzer, 1798, Andrena taraxaci Giraud, 1861, Xylocopa rufipes Smith, 1852, Vespula koreensis (Rad., 1887), Halictus tsingtouensis Strand, 1910, Eucera chinensis (Smith, 1854), Andrena kaguya Hirashima, 1965, Lasioglossum kumejimense (Matsumura & Uchida, 1926), Ceratina okinawana Matsumura & Uchida, 1926, Andrena vitiosa Smith, 1879, Lasioglossum scitulum (Smith, 1873), Andrena luridiloma Strand, 1915, Sphaerophoria batava Goeldlin de Tiefenau, 1974, Gonopteryx rhamni, Melanogaster aerosa (Loew, 1843), Platycheirus scambus (Staeger, 1843), Eupeodes nitens (Zetterstedt, 1843), Parasyrphus nigritarsis (Zetterstedt, 1843), Epistrophe flava Doczkal & Schmid, 1994, Cantharis obscura Linnaeus, 1758, Sphaerophoria virgata Goeldlin, Polistes snelleni de Saussure, 1862, Platycheirus immarginatus (Zetterstedt, 1849), Eupeodes lundbecki (Soot-Ryen, 1946), Halictus aerarius Smith, 1873, Andrena gelriae van der Vecht, 1927)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 167463 records from 554 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016580-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pnzwnw
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stipagrostis plumosa",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012481-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60600/yu/clawet/eko8i9
title: 1651.TextGrid

description: :unav
DOI: 10.60600/yu/clawet/7ezkl6
title: 1709.wav

description: :unav
DOI: 10.15468/dl.jtrk4b
title: Occurrence Download

description: A dataset containing 780 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lilium longiflorum Thunb.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 780 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092334-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60600/yu/clawet/bvguih
title: 1641.TextGrid

description: :unav
DOI: 10.60600/yu/clawet/sywnwx
title: 1653.wav

description: :unav
DOI: 10.60600/yu/clawet/qxw3f7
title: 1793.TextGrid

description: :unav
DOI: 10.15468/dl.wcjyp8
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhynchobatus australiae Whitley, 1939",
 "Year 2000-2024"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092335-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60600/yu/clawet/ynnngd
title: 1733.TextGrid

description: :unav
DOI: 10.60600/yu/clawet/smworr
title: 1952.wav

description: :unav
DOI: 10.60600/yu/clawet/nd5nh9
title: 1632.wav

description: :unav
DOI: 10.60600/yu/clawet/hvshic
title: 1702.TextGrid

description: :unav
DOI: 10.60600/yu/clawet/hfuatx
title: 1702.wav

description: :unav
DOI: 10.60600/yu/clawet/xwmdxn
title: 1839.wav

description: :unav
DOI: 10.60600/yu/clawet/9too6d
title: 1833.TextGrid

description: :unav
DOI: 10.60600/yu/clawet/ewxnwh
title: 1645.TextGrid

description: :unav
DOI: 10.15468/dl.bf4p6e
title: Occurrence Download

description: A dataset containing 70107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Globularia bisnagarica L.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 70107 records from 643 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092307-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60600/yu/clawet/ecyesy
title: 1867.TextGrid

description: :unav
DOI: 10.15468/dl.ewaqzb
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhyticeros subruficollis (Blyth, 1843)",
 "Year 2000-2024"
 ]
}

 The dataset includes 17 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092337-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60600/yu/clawet/ymi5ai
title: 1812.wav

description: :unav
DOI: 10.60600/yu/clawet/mfn1sq
title: 1906.TextGrid

description: :unav
DOI: 10.60600/yu/clawet/l3ukkk
title: 2018.TextGrid

description: :unav
DOI: 10.60600/yu/clawet/x7fax6
title: 1798.TextGrid

description: :unav
DOI: 10.60600/yu/clawet/zqsbck
title: 1871.TextGrid

description: :unav
DOI: 10.60600/yu/clawet/otbjw8
title: 2044.wav

description: :unav
DOI: 10.60600/yu/clawet/kkg8ze
title: 1768.wav

description: :unav
DOI: 10.60600/yu/clawet/zfx5pt
title: 1966.TextGrid

description: :unav
DOI: 10.15468/dl.2vk825
title: Occurrence Download

description: A dataset containing 3067 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lilium formosanum A.Wallace)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3067 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092336-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60600/yu/clawet/2b2afi
title: 1744.TextGrid

description: :unav
DOI: 10.60600/yu/clawet/8k0ug2
title: 1968.wav

description: :unav
DOI: 10.15468/dl.4bijtu
title: Occurrence Download

description: A dataset containing 3336005 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Orchidaceae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3336005 records from 1373 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005800-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/2ts-501-786
title: Euphorbia triphylla (Klotzsch & Garcke) Oudejans

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3en-90j-4dk
title: Tristachya avenacea (J.Presl) Scribn. & Merr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8yy-tp6-za5
title: Euphorbia osyridea Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/976-kcs-nc3
title: Euphorbia lycioides Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.s8qmfc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Canthyporus fluviatilis, Canthyporus guignoti, Canthyporus guttatus, Canthyporus hottentottus, Canthyporus lateralis, Canthyporus latus, Canthyporus lowryi, Canthyporus navigator, Canthyporus nebulosus, Canthyporus parvus, Canthyporus petulans, Canthyporus planus, Canthyporus regimbarti, Canthyporus swaziensis, Canthyporus testaceus, Clypeodytes meridionalis, Clypeodytes procerus, Coelhydrus brevicollis, Coelhydrus, Copelatus amatolensis, Copelatus caffer, Copelatus edax, Copelatus ejactus, Copelatus erichsonii, Copelatus johannis, Copelatus notius, Copelatus owas, Copelatus piriensis, Copelatus platynotus, Copelatus striatellus, Copelatus striatulus, Copelatus sylvaticus, Cybister bimaculatus, Cybister guignoti, Cybister longulus, Cybister marginicollis, Cybister owas, Cybister senegalensis, Cybister vulneratus, Darwinhydrus solidus, Darwinhydrus, Derovatellus natalensis, Derovatellus, Eretes, Hydroglyphus farquharensis, Hydroglyphus, Herophydrus capensis, Herophydrus endroedyi, Herophydrus gschwendtneri, Herophydrus inquinatus, Herophydrus nigrescens, Herophydrus nodieri, Herophydrus obscurus, Herophydrus wewalkai, Herophydrus, Hydaticus bivittatus, Hydaticus caffer, Hydaticus capicola, Hydaticus dregei, Hydaticus exclamationis, Hydaticus flavolineatus, , Hydaticus intermedius, Hydaticus matruelis, Hydaticus natalensis, Hydroglyphus infirmus, Hydroglyphus lineolatus, Hydroglyphus paludivagus, Hydroglyphus transvaalensis, Hydropeplus montanus, Hydropeplus, Hydropeplus trimaculatus, Hydrovatus abraeoides, Hydrovatus, Hydrovatus amplicornis, Hydrovatus bredoi, Hydrovatus brownei, Hydrovatus contumax, Hydrovatus cribratus, Hydrovatus dentatus, Hydrovatus deserticola, Hydrovatus galpini, Hydrovatus glaber, Hydrovatus guignoti, Hydrovatus macrocerus, Hydrovatus nefandus, Hydrovatus nigricans, Hydrovatus oblongipennis, Hydrovatus oblongus, Hydrovatus obsoletus, Hydrovatus pescheti, Hydrovatus pictulus, Hydrovatus pilitibiis, Hydrovatus sobrinus, Hydrovatus validicornis, Hydrovatus villiersi, Hydrovatus vulneratus)",
 "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 ((20.529 -24.0715,20.509 -24.0455,20.509 -24.0715,20.529 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063054-250717081556266/datasets/export for details.
DOI: 10.3535/aha-h43-f40
title: Loudetia simplex (Nees) C.E.Hubb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/g1l-g7v-7p9
title: Euphorbia foliolosa Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hbl-3e1-0w6
title: Pera tomentosa (Benth.) Müll.Arg.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ax3-ekx-2gj
title: Euphorbia erythroclada Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sy3-86f-9n7
title: Stipagrostis ciliata var. ciliata

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3886/icpsr08149
title: Annual Survey of Governments, 1979: Employment Statistics
title: Archival Version

description: This collection contains state and local government 
employment data.
description: Datasets: 
DS1: Annual Survey of Governments, 1979: Employment Statistics
DOI: 10.3535/jng-93p-jkr
title: Aristida adscensionis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/khj-c8q-z5t
title: Uniola virgata (Poir.) Griseb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/35p-7gv-ktg
title: Palicourea pleiocephala (Müll.Arg.) C.M.Taylor

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wq7-wtp-f5p
title: Aristida subspicata Trin. & Rupr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3886/icpsr08134
title: Annual Survey of Governments, 1981: Employment Statistics
title: Archival Version

description: This collection contains state and local government 
employment data.
description: These data were drawn from local governments included in 
the 1977 Census of Governments.
description: Datasets: 
DS1: Annual Survey of Governments, 1981: Employment Statistics
DOI: 10.3535/gb7-zyq-2y8
title: Aristida adscensionis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/keb-k9d-kd6
title: Lorenzochloa rigidiseta (Pilg.) Romasch.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/16d-85z-10p
title: Calophyllum calaba L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ajm-4qd-bx9
title: Salix lanata L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gsj-3q6-0ee
title: Salix lanata L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3886/icpsr08447
title: Annual Survey of Governments, 1983: Employment Statistics
title: Archival Version

description: State and local government employment data are provided in 
 this file. Full- and part-time employment, full-time equivalency, and 
 payroll statistics are included. Data are supplied by type of 
 government and by function. Governmental functions include education, 
 police and fire protection, financial and central administration, 
 judiciary, utilities, public welfare, parks and recreation, health 
 care, transit, and natural resources. Standard Metropolitan Statistical 
 Area (SMSA) codes are given for local governments in metropolitan 
areas.
description: The universe is represented by a sample of approximately 
 20,000 local governments plus the 50 state governments and the District 
of Columbia. Prior year data were used for nonrespondent governments.
description: Datasets: 
DS1: Annual Survey of Governments, 1983: Employment Statistics
description: State and local governments in the United States, including 
 counties, municipalities, townships, school districts, and special 
districts.
description: There are six "record types" in this file, each 
 corresponding to a type of governmental unit. All six record types have 
the same technical characteristics.
DOI: 10.3535/4nt-bqv-zle
title: Nassella karstenii (Hitchc.) Peñail.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/m1d-ysk-0e0
title: Erysimum repandum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/p7f-gda-9z8
title: Aristida virgata Trin.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/y1j-b41-zb1
title: Calophyllum calaba L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dgw-wst-kzb
title: Loudetiopsis chrysothrix (Nees) Conert

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jz7-ptr-fgg
title: Loudetia arundinacea (Hochst. ex A.Rich.) Hochst. ex Steud.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nc6-k34-ylc
title: Pera glabrata (Schott) Poepp. ex Baill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3886/icpsr08688
title: Annual Survey of Governments, 1985: Employment Statistics
title: Archival Version

description: State and local government employment data are provided in 
 this file. Full- and part-time employment, full-time equivalency, and 
 payroll statistics are included. Data are supplied by type of 
 government and by function. Governmental functions include education 
 (elementary, secondary, and higher education), police and fire 
 protection, financial and central administration, judicial and legal, 
 utilities, public welfare, parks and recreation, health care, transit, 
and natural resources.
description: The universe is represented by a sample, drawn from the 
 1982 Census of Governments, of approximately 22,000 local governments 
plus the governments of the 50 states and the District of Columbia.
description: Datasets: 
DS1: Annual Survey of Governments, 1985: Employment Statistics
description: State and local governments in the United States, including 
 counties, municipalities, townships, school districts, and special 
districts.
description: There are six "record types" in this file, each 
 corresponding to a type of governmental unit. All six record types have 
 the same technical characteristics. Records for local governments in 
metropolitan areas carry (FIPS) SMSA codes.
DOI: 10.3535/h6q-ybp-mkn
title: Calophyllum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/v04-n0w-ayt
title: Pera glabrata (Schott) Poepp. ex Baill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3886/icpsr08977
title: Annual Survey of Governments, 1986: Employment Statistics
title: Archival Version

description: State and local government employment data are provided in 
 this file. Data are supplied by type of government and by function and 
 include full- and part-time employment, full-time equivalency, and 
 payroll statistics. Governmental functions include education 
 (elementary, secondary, and higher education), police and fire 
 protection, financial and central administration, judicial and legal, 
 utilities, public welfare, parks and recreation, health care, transit, 
and natural resources.
description: The universe is represented by a sample, drawn from the 
 1982 Census of Governments, of approximately 22,000 local governments 
plus the governments of the 50 states and the District of Columbia.
description: Datasets: 
DS1: Annual Survey of Governments, 1986: Employment Statistics
description: State and local governments in the United States, including 
 counties, municipalities, townships, school districts, and special 
districts.
description: There are six "record types" in this file, each 
 corresponding to a type of governmental unit. All six record types have 
 the same technical characteristics. Records for local governments in 
metropolitan areas carry (FIPS) SMSA codes.
DOI: 10.3535/hq2-2km-39m
title: Stipa keniensis (Pilg.) Freitag

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hwt-dmh-c32
title: Aristida gibbosa (Nees) Kunth

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/spg-tbk-c99
title: Palicourea subcuspidata (Müll.Arg.) C.M.Taylor

description: Digital Specimen for the physical specimen hosted at University of Graz.