cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.cc2vs4
title: Occurrence Download

description: A dataset containing 2236 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aphanocalyx Oliv."
 ]
}

 The dataset includes 2236 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088308-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3vwrs
title: Occurrence Download

description: A dataset containing 13673 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aotus Sm."
 ]
}

 The dataset includes 13673 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097223-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wnrzxp
title: Occurrence Download

description: A dataset containing 7414 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Berlinia Sol. ex Hook.f. & Benth."
 ]
}

 The dataset includes 7414 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088413-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mswefr
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brachysema R.Br."
 ]
}

 The dataset includes 33 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097310-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pcxdbf
title: Occurrence Download

description: A dataset containing 2810 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bikinia Wieringa"
 ]
}

 The dataset includes 2810 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088417-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87xnex
title: Occurrence Download

description: A dataset containing 897 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Callistachys Vent."
 ]
}

 The dataset includes 897 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097799-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eg9uw8
title: Occurrence Download

description: A dataset containing 15187 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brachystegia Benth."
 ]
}

 The dataset includes 15187 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088428-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxec4u
title: Occurrence Download

description: A dataset containing 1920 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cryptosepalum Benth."
 ]
}

 The dataset includes 1920 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089546-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywb394
title: Occurrence Download

description: A dataset containing 6208 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chorizema Labill."
 ]
}

 The dataset includes 6208 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089411-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7jhh6m
title: Occurrence Download

description: A dataset containing 1399 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Didelotia Baill."
 ]
}

 The dataset includes 1399 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089567-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qptbdp
title: Occurrence Download

description: A dataset containing 898 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dicymbe Spruce ex Benth. & Hook.f."
 ]
}

 The dataset includes 898 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089563-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmznqu
title: Occurrence Download

description: A dataset containing 61098 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dillwynia Sm."
 ]
}

 The dataset includes 61098 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089572-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4j96z3
title: Occurrence Download

description: A dataset containing 1577 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Englerodendron Harms"
 ]
}

 The dataset includes 1577 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089599-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z93csr
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erichsenia Hemsl."
 ]
}

 The dataset includes 85 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089611-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dfuk66
title: Occurrence Download

description: A dataset containing 10167 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eutaxia R.Br."
 ]
}

 The dataset includes 10167 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097475-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gyzrwr
title: Occurrence Download

description: A dataset containing 393 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euchilopsis F.Muell."
 ]
}

 The dataset includes 393 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089658-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5gu9j7
title: Occurrence Download

description: A dataset containing 14511 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gastrolobium R.Br."
 ]
}

 The dataset includes 14511 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097482-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z4jh7s
title: Occurrence Download

description: A dataset containing 6169 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gilbertiodendron J.Léonard"
 ]
}

 The dataset includes 6169 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089736-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/jn676vf24s
title: Dataset and Code for Enhancing security detection and mitigation of Sybil Attacks using Hybrid Learning Techniques

description: The purpose of the VANET-MaliciousNode Dataset is to identify malicious nodes in vehicular ad hoc networks (VANETs) in real time. It provides a realistic dataset for security research in intelligent transportation systems by simulating vehicle mobility, communication behaviors, trust metrics, and attack patterns. The dataset facilitates the creation and assessment of deep learning and machine learning models, especially those tailored for high-mobility settings and VANET security afforded by 5G.
Features
a. Mobility Data: GPS coordinates, vehicle speed, direction, and acceleration.
b. Packet transmission, delay, signal strength, and message retransmission are examples of communication behavior.
c. Trust Metrics: Trust ratings derived on past behavior and node interactions.
d. Indicators of malicious activity include denial-of-service efforts, blackhole attacks, Sybil attacks, and false packet injections.
e. Target Variable (is_malicious): A binary label that indicates if a node behaves suspiciously (0 = benign, 1 = malicious).
DOI: 10.17632/jn676vf24s.2
title: Dataset and Code for Enhancing security detection and mitigation of Sybil Attacks using Hybrid Learning Techniques

description: The purpose of the VANET-MaliciousNode Dataset is to identify malicious nodes in vehicular ad hoc networks (VANETs) in real time. It provides a realistic dataset for security research in intelligent transportation systems by simulating vehicle mobility, communication behaviors, trust metrics, and attack patterns. The dataset facilitates the creation and assessment of deep learning and machine learning models, especially those tailored for high-mobility settings and VANET security afforded by 5G.
Features
a. Mobility Data: GPS coordinates, vehicle speed, direction, and acceleration.
b. Packet transmission, delay, signal strength, and message retransmission are examples of communication behavior.
c. Trust Metrics: Trust ratings derived on past behavior and node interactions.
d. Indicators of malicious activity include denial-of-service efforts, blackhole attacks, Sybil attacks, and false packet injections.
e. Target Variable (is_malicious): A binary label that indicates if a node behaves suspiciously (0 = benign, 1 = malicious).
DOI: 10.17632/h4smhn664m
title: Georreferenced Input Data

description: These input data refer to the georeferenced data of analysis criteria selected for a locational study of water pipelines
DOI: 10.17632/h4smhn664m.1
title: Georreferenced Input Data

description: These input data refer to the georeferenced data of analysis criteria selected for a locational study of water pipelines
DOI: 10.17632/msfbb5p63v
title: Date for Table S1 to S4

description: Table S1 to S4 in the manuscript and supporting information.
DOI: 10.15468/dl.cemjza
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080999-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/msfbb5p63v.1
title: Date for Table S1 to S4

description: Table S1 to S4 in the manuscript and supporting information.
DOI: 10.17632/2fwswpd742
title: Data

description: ‌As Model Comparison Validation and result
DOI: 10.17632/2fwswpd742.1
title: Data

description: ‌As Model Comparison Validation and result
DOI: 10.7265/a98x-0f50
title: Sea Ice Index, Version 4
DOI: 10.17632/shfxmjpycz
title: Public Information Data of 30 Representative Universities in China (2015-2024)

description: Public Information Data of 30 Representative Universities in China (2015-2024)
DOI: 10.17632/shfxmjpycz.1
title: Public Information Data of 30 Representative Universities in China (2015-2024)

description: Public Information Data of 30 Representative Universities in China (2015-2024)
DOI: 10.15468/dl.qrk7hq
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parashorea chinensis WangHsie"
 ]
}

 The dataset includes 17 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001219-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.byfx7a
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"TUR.41.2_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006937-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hah458
title: Occurrence Download

description: A dataset containing 351 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"BRA.13.825_2","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 351 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006938-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wwxk4w
title: Occurrence Download

description: A dataset containing 8194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex obtusifolius L.",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8194 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013565-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7vh38n
title: Occurrence Download

description: A dataset containing 1511 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Brabejum L."
 ]
}

 The dataset includes 1511 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013566-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywejwa
title: Occurrence Download

description: A dataset containing 116391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2025",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 116391 records from 388 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013561-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hw8f86
title: Occurrence Download

description: A dataset containing 278 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lycia hirtaria (Clerck, 1759)",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 278 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013568-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.begndb
title: Occurrence Download

description: A dataset containing 32142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Brachychiton Schott & Endl."
 ]
}

 The dataset includes 32142 records from 170 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013569-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fc2pmk
title: Occurrence Download

description: A dataset containing 274 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Entephria caesiata (Denis & Schiffermüller), 1775",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 274 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013570-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bs3s44
title: Occurrence Download

description: A dataset containing 3243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Brachyelytrum P.Beauv."
 ]
}

 The dataset includes 3243 records from 153 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013571-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ne9smm
title: Occurrence Download

description: A dataset containing 22628 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Brachyglottis J.R.Forst. & G.Forst."
 ]
}

 The dataset includes 22628 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013572-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/gry-7em-zsp
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ysm-sm2-66x
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cf9-eg3-bt6
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/een-mfj-szq
title: Popanoceras

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c3q-ya6-39e
title: Rectonychocella Canu & Bassler, 1917

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nba-dbk-bhx
title: Olcostephanus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lra-85w-6jg
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bmj-tmy-6ed
title: Neocomites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gsz-mse-4pp
title: Olcostephanus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6j7-btm-jnf
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1na-1zr-9lc
title: Duvalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tg2-0f9-ehv
title: Bochianites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vw6-d68-a7t
title: Hibolithes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/abb-s65-6yg
title: †Nodophthalmocythere Malz, 1958

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b47-14s-j32
title: Proboscidea Illiger, 1811

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pyx-3bp-kae
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wal-5ex-pbp
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/03l-dre-0hm
title: Rodentia Bowdich, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fyx-rr8-vfe
title: Rodentia Bowdich, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.jrrt2t
title: Occurrence Download

description: A dataset containing 399 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heniochus diphreutes",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 399 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022119-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/maj-f6r-na5
title: Plesiobatis

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.