cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.8053754
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Axel Conradin Ullmann, http://www.wikidata.org/entity/Q105994154. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q105994154
DOI: 10.5281/zenodo.8053753
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Axel Conradin Ullmann, http://www.wikidata.org/entity/Q105994154. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q105994154
DOI: 10.5281/zenodo.8053758
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Herbert Taylor Ussher, http://www.wikidata.org/entity/Q11862382. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q11862382
DOI: 10.5281/zenodo.8053757
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Herbert Taylor Ussher, http://www.wikidata.org/entity/Q11862382. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q11862382
DOI: 10.5281/zenodo.8053756
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Cecil Frank Underwood, http://www.wikidata.org/entity/Q29157362. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q29157362
DOI: 10.5281/zenodo.8053755
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Cecil Frank Underwood, http://www.wikidata.org/entity/Q29157362. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q29157362
DOI: 10.5281/zenodo.8053762
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Jakob Vaage, http://www.wikidata.org/entity/Q4584797. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q4584797
DOI: 10.5281/zenodo.8053761
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Jakob Vaage, http://www.wikidata.org/entity/Q4584797. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q4584797
DOI: 10.5281/zenodo.8053770
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Edward Payson Van Duzee, http://www.wikidata.org/entity/Q5344793. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q5344793
DOI: 10.5281/zenodo.8053769
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Edward Payson Van Duzee, http://www.wikidata.org/entity/Q5344793. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q5344793
DOI: 10.5281/zenodo.8053772
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by João de Carvalho e Vasconcellos, http://www.wikidata.org/entity/Q16584173. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q16584173
DOI: 10.5281/zenodo.8053771
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by João de Carvalho e Vasconcellos, http://www.wikidata.org/entity/Q16584173. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q16584173
DOI: 10.5281/zenodo.8053774
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Øyvind Vasshaug, http://www.wikidata.org/entity/Q109310260. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q109310260
DOI: 10.5281/zenodo.8053773
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Øyvind Vasshaug, http://www.wikidata.org/entity/Q109310260. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q109310260
DOI: 10.5281/zenodo.8053776
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Friedrich Karl Johann Vaupel, http://www.wikidata.org/entity/Q96747. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q96747
DOI: 10.5281/zenodo.8053775
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Friedrich Karl Johann Vaupel, http://www.wikidata.org/entity/Q96747. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q96747
DOI: 10.21227/acha-tc06
title: CSE-CIC-IDS2018 and NSLKDD Image Dataset

description: ABSTRACTAs the world increasingly becomes more interconnected, the demand for safety and security is ever-increasing, particularly for industrial networks. This has prompted numerous researchers to investigate different methodologies and techniques suitable for intrusion detection systems (IDS) requirements. Over the years, many studies have proposed various solutions in this regard including signature-based and machine-learning (ML) based systems. More recently, researchers are considering deep learning (DL) based anomaly detection approaches. Most proposed works in this research field aimed to achieve either one or a combination of high accuracy, considerably low false alarm rates (FARs), high classification specificity and detection sensitivity, achieving lightweight DL models, or other ML and DL-related performance measurement metrics. In this study, we propose a novel method to convert a raw dataset to an image dataset to magnify patterns. Based on this we devise an anomaly detection for IDS using a lightweight convolutional neural network (CNN) that classifies denial of service and distributed denial of service. The proposed methods were evaluated using a modern dataset, CSE-CIC-IDS2018, and a legacy dataset, NSL-KDD. We have also applied a combined dataset to assess the generalization of the proposed model across various datasets. Our experimental results have demonstrated that the proposed methods achieved high accuracy and considerably low FARs with high specificity and sensitivity. The resulting loss and accuracy curves have also demonstrated the excellent generalization of the proposed lightweight CNN model, effectively avoiding overfitting. This holds for both the modern and legacy datasets, including their mixed version.
DOI: 10.5281/zenodo.8053784
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Camille Vermoesen, http://www.wikidata.org/entity/Q5742024. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q5742024
DOI: 10.5281/zenodo.8053783
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Camille Vermoesen, http://www.wikidata.org/entity/Q5742024. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q5742024
DOI: 10.5281/zenodo.6985100
title: 500-year periodic vegetation and monsoonal climate oscillations during the last deglaciation in East Asia

description: 1 Pollen percentage 2 HHT eemd of Betula 3 HHT eemd of Artemisia 4 Power decomposition
description: No
DOI: 10.5281/zenodo.7328836
title: 500-year periodic vegetation and monsoonal climate oscillations during the last deglaciation in East Asia

description: 1 Pollen percentage 2 HHT eemd of Betula 3 HHT eemd of Artemisia 4 Power decomposition
description: No
DOI: 10.5281/zenodo.7634018
title: 500-year periodic vegetation and monsoonal climate oscillations during the last deglaciation in East Asia

description: 1 Pollen percentage 2 HHT eemd of Betula 3 HHT eemd of Artemisia 4 HHT eemd of broadleaved tree 5 HHT eemd of boreal conifer with herb 6 Long chain <em>n</em>-alkanes δ<sup>13</sup>C
description: No
DOI: 10.5281/zenodo.6985099
title: 500-year periodic vegetation and monsoonal climate oscillations during the last deglaciation in East Asia

description: 1 Core Xiaolongwan description 2 Age-depth models 3 Pollen counts 4 Pollen concentration 5 Pollen percentage 6 HHT Betula 7 HHT Boreal Conifer with Herb 8 HHT Artemisia 9 HHT Broadleaved Tree 10 Long chain <em>n</em>-alkanes δ<sup>13</sup>C
description: No
DOI: 10.5281/zenodo.7690041
title: 500-year periodic vegetation and monsoonal climate oscillations during the last deglaciation in East Asia

description: 1 Pollen percentage 2 HHT eemd of Betula 3 HHT eemd of Artemisia 4 HHT eemd of broadleaved tree 5 HHT eemd of boreal conifer with herb 6 Long chain <em>n</em>-alkanes δ<sup>13</sup>C
description: No
DOI: 10.5281/zenodo.7947792
title: 500-year periodic vegetation and monsoonal climate oscillations during the last deglaciation in East Asia

description: 1 Pollen percentage 2 HHT eemd of Betula 3 HHT eemd of Artemisia 4 HHT eemd of broadleaved tree 5 HHT eemd of boreal conifer with herb 6 Long chain <em>n</em>-alkanes δ<sup>13</sup>C 7 Age-depth model
description: No
DOI: 10.5281/zenodo.8052403
title: 500-year periodic vegetation and monsoonal climate oscillations during the last deglaciation in East Asia

description: 1 Core Xiaolongwan description 2 Age-depth models 3 Pollen counts 4 Pollen concentration 5 Pollen percentage 6 HHT Betula 7 HHT Boreal Conifer with Herb 8 HHT Artemisia 9 HHT Broadleaved Tree 10 Long chain <em>n</em>-alkanes δ<sup>13</sup>C
description: No
DOI: 10.5281/zenodo.8052431
title: 500-year periodic vegetation and monsoonal climate oscillations during the last deglaciation in East Asia

description: 1 Core Xiaolongwan description 2 Age-depth models 3 Pollen counts 4 Pollen concentration 5 Pollen percentage 6 HHT Betula 7 HHT Boreal Conifer with Herb 8 HHT Artemisia 9 HHT Broadleaved Tree 10 Long chain <em>n</em>-alkanes δ<sup>13</sup>C
description: No
DOI: 10.5281/zenodo.8053801
title: 500-year periodic vegetation and monsoonal climate oscillations during the last deglaciation in East Asia

description: 1 Core Xiaolongwan description 2 Age-depth models 3 Pollen counts 4 Pollen concentration 5 Pollen percentage 6 HHT Betula 7 HHT Boreal Conifer with Herb 8 HHT Artemisia 9 HHT Broadleaved Tree 10 Long chain <em>n</em>-alkanes δ<sup>13</sup>C
description: No
DOI: 10.15468/dl.km5cka
title: Occurrence Download

description: A dataset containing 40147 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "StateProvince is one of (antioquia)",
 "TaxonKey is one of (Mammalia)"
 ]
 }
 ]
}

 The dataset includes 40147 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114412-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.7758999
title: Topological Kondo Superconductors

description:  The codes and data for each figure created for the study in "Topological Kondo Superconductors".
DOI: 10.5281/zenodo.7759000
title: Topological Kondo Superconductors

description:  The codes and data for each figure created for the study in "Topological Kondo Superconductors".
DOI: 10.15468/dl.v52z3n
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-73.09167 18.08646,-91.36458 -3.16979,-68.24375 -27.78229,-27.59583 -23.68021,-22.00208 5.03437,-60.4125 27.40937,-73.09167 18.08646))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Caligo teucer (Linnaeus, 1758)"
 ]
}

 The dataset includes 103 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114416-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4hsw4j
title: Occurrence Download

description: A dataset containing 133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material citation)",
 "DatasetKey is one of (Fortalecimiento de las colecciones de ECOSUR. Primera fase (Herpetológica Chetumal), UCM Amphibian and Reptile Collection (Arctos), CM Herps Collection, KUBI Herpetology Collection, University of Michigan Museum of Zoology, Division of Reptiles & Amphibians, Universidad del Valle de Guatemala - Colecciones Biológicas - Reptiles, Herpetofauna del Estado de Veracruz, Digitalización y Sistematización de las Colecciones Biológicas Nacionales del Instituto de Biología, UNAM (vertebrados), Actualización y enriquecimiento de las bases de datos del proyecto de evaluación y análisis geográfico de la diversidad faunística de Chiapas, TNHC Herpetology Collection)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is one of (ff90b050-c256-11db-b71b-b8a03c50a862, 4cadac10-3e7b-11d9-8439-b8a03c50a862, b554c320-0560-11d8-b851-b8a03c50a862, c1da06f0-580e-11dc-8a9e-b8a03c50a862, 6ea87510-0561-11d8-b851-b8a03c50a862, 5c1a4c27-795a-4294-aecc-46d7176706b7, 3c6ad080-bdbe-11da-ac59-b8a03c50a862, 66522820-055c-11d8-b84e-b8a03c50a862)",
 "TaxonKey is Leptodeira frenata (Cope, 1886)",
 "Year 1950-2024"
 ]
}

 The dataset includes 133 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114417-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gyeyu7
title: Occurrence Download

description: A dataset containing 1307 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jacaranda caucana Pittier"
 ]
}

 The dataset includes 1307 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114419-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gaxary
title: Occurrence Download

description: A dataset containing 1248996 species occurrences available in GBIF matching the query:
{
 "PublishingCountry" : [
 "is Singapore"
 ]
}

 The dataset includes 1248996 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114405-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xetd5f
title: Occurrence Download

description: A dataset containing 633 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material citation)",
 "DatasetKey is one of (Sistemática e historia natural de algunos anfibios y reptiles de México, CAS Herpetology (HERP), LACM Vertebrate Collection, Digitalización y Sistematización de las Colecciones Biológicas Nacionales del Instituto de Biología, UNAM (vertebrados), KUBI Herpetology Collection, Actualización y enriquecimiento de las bases de datos del proyecto de evaluación y análisis geográfico de la diversidad faunística de Chiapas, Herpetofauna del Estado de Veracruz, Computarización de las colecciones de vertebrados terrestres de la Escuela Nacional de Ciencias Biológicas, IPN Fase 4 (Anfibios y reptiles), UTEP Herpetology (Arctos), MVZ Herp Collection (Arctos), Formación de una base de datos y elaboración de un atlas de la herpetofauna de México (Anfibiosreptiles), Actualización de la base de datos de la colección nacional de anfibios y reptiles (CNAR), Estado actual de la distribución de los anfibios y reptiles de la Región de Los Tuxtlas, Código de barras genético de especies de anfibios y reptiles de México, Algunas especies de anfibios y reptiles contenidos en el Proyecto de Norma Oficial Mexicana PROY-NOM-059-ECOL-2000)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is one of (ff90b050-c256-11db-b71b-b8a03c50a862, 66522820-055c-11d8-b84e-b8a03c50a862, 493fe050-055d-11d8-b84f-b8a03c50a862, b554c320-0560-11d8-b851-b8a03c50a862, 52c8f620-1816-11da-9544-b8a03c50a862, 8edbbde0-055e-11d8-b850-b8a03c50a862)",
 "TaxonKey is Leptodeira maculata (Hallowell, 1861)",
 "Year 1950-2024"
 ]
}

 The dataset includes 633 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114421-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7gx68m
title: Occurrence Download

description: A dataset containing 40425 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucaena leucocephala (Lam.) de Wit"
 ]
}

 The dataset includes 40425 records from 735 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114420-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26182/eefg-t114
title: Internal wave-eddy interaction ocean model surface velocities
DOI: 10.15468/dl.2hwsgg
title: Occurrence Download

description: A dataset listing the 579 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "StateProvince is one of (antioquia)",
 "TaxonKey is one of (Mammalia)"
 ]
 }
 ]
}

 The dataset's 579 records were derived from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114415-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zspsnw
title: Occurrence Download

description: A dataset listing the 579 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "StateProvince is one of (antioquia)",
 "TaxonKey is one of (Mammalia)"
 ]
 }
 ]
}

 The dataset's 579 records were derived from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114414-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ucwazv
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "DatasetKey is one of (LACM Vertebrate Collection, University of Michigan Museum of Zoology, Division of Reptiles & Amphibians, UTEP Herpetology (Arctos), NMNH Extant Specimen Records (USNM, US), UCM Amphibian and Reptile Collection (Arctos), KUBI Herpetology Collection, CAS Herpetology (HERP), Digitalización y Sistematización de las Colecciones Biológicas Nacionales del Instituto de Biología, UNAM (vertebrados), MVZ Herp Collection (Arctos), Herpetofauna de la región del Mar Muerto, Oaxaca-Chiapas)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is one of (493fe050-055d-11d8-b84f-b8a03c50a862, 6ea87510-0561-11d8-b851-b8a03c50a862, 4cadac10-3e7b-11d9-8439-b8a03c50a862, 52c8f620-1816-11da-9544-b8a03c50a862, b554c320-0560-11d8-b851-b8a03c50a862, bc092ff0-02e4-11dc-991f-b8a03c50a862, ff90b050-c256-11db-b71b-b8a03c50a862, 66522820-055c-11d8-b84e-b8a03c50a862, 8edbbde0-055e-11d8-b850-b8a03c50a862)",
 "TaxonKey is Leptodeira nigrofasciata Günther, 1868",
 "Year 1950-2024"
 ]
}

 The dataset includes 34 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114422-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mhpt2d
title: Occurrence Download

description: A dataset listing the 25105 species recorded in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Mysmenidae, Phenopelopidae, Lecithoceridae, Notodontidae, Anthelidae, Pyrrhocoridae, Adinetidae, Nannastacidae, Psilidae, Andrenidae, Hepialidae, Drepanidae, Mimallonidae, Yponomeutidae, Hormaphididae, Nycteribiidae, Calopterygidae, Rhopalosomatidae, Blattellidae, Pseudophyllodromiidae, Saturniidae, Saturniidae, Endromidae)"
 ]
}

 The dataset's 25105 records were derived from 5857 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114418-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.