cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/hzc-95y-8b2
title: Aricia artaxerxes (Fabricius, 1793)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/sj2-vb4-hj0
title: Leucania (Leucania) obsoleta Hübner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.6kfxhx
title: Occurrence Download

description: A dataset containing 887 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lithocarpus irwinii, Lithocarpus iteaphyllus, Lithocarpus ithyphyllus, Lithocarpus jenkinsii, Lithocarpus kawakamii)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 887 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030518-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/10j-b11-qdr
title: Amphipoea fucosa Freyer, 1830

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ek4-qbv-pbd
title: Nonagria typhae Thunberg, 1794

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5as-fja-pdx
title: Hadena (Hadena) confusa (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/a8t-tj6-sez
title: Hadena (Hadena) confusa (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/s5s-bed-7qq
title: Glaucopsyche alexis (Poda, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wls-4h0-n52
title: Archanara dissoluta Treitschke, 1825

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/pda-gba-svd
title: Coenonympha pamphilus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2kb-atc-gnr
title: Apamea (Apamea) illyria Freyer, 1846

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bwh-k7l-a81
title: Coenonympha pamphilus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jv7-fk2-mda
title: Assara terebrella Zincken, 1818

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kaz-ft7-rst
title: Agriades Hübner, 1819

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/7l5-5cl-eml
title: Amphipoea fucosa Freyer, 1830

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/v7k-s78-683
title: Odontosia sieversii (Ménétriés, 1856)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ezd-t3y-c87
title: Apamea (Apamea) illyria Freyer, 1846

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hwg-2c0-016
title: Agriades Hübner, 1819

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/7pg-581-4qn
title: Hypena proboscidalis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/pws-3q6-ebv
title: Coenonympha pamphilus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qqc-ygg-n4r
title: Tiliacea citrago Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rzt-anx-737
title: Tholera cespitis [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/pvs-66a-p05
title: Leucania (Leucania) obsoleta Hübner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/78k-q4d-lsw
title: Polychrysia moneta (Fabricius, 1787)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/z8b-54z-w57
title: Leucania (Leucania) obsoleta Hübner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ewl-2dp-kxp
title: Pyrausta ostrinalis Hübner, 1796

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/n28-r1c-r6v
title: Lycaena virgaureae (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/t8c-1y2-tkn
title: Callophrys rubi (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2zn-7a8-kxp
title: Speyeria aglaja (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ek6-x4c-9ze
title: Pyrausta ostrinalis Hübner, 1796

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/67n-12r-mmj
title: Speyeria aglaja (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6ql-xlb-w3d
title: Apamea (Apamea) illyria Freyer, 1846

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9fs-7tb-50z
title: Charanyca (Charanyca) trigrammica (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/yzf-1lh-tms
title: Nola cucullatella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mfd-fh9-8f7
title: Vanessa atalanta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/3ch-zst-v9f
title: Amphipoea fucosa Freyer, 1830

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ajs-5dl-0pt
title: Amphipoea fucosa Freyer, 1830

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k1f-s56-tvr
title: Charanyca (Charanyca) trigrammica (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/w8f-wda-s1w
title: Callophrys rubi (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/8ak-mfg-5d4
title: Lycaena virgaureae (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bgh-ebk-fnr
title: Hypena proboscidalis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gg5-bjg-0sq
title: Callophrys rubi (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mme-zg7-qqe
title: Lycaena virgaureae (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5g8-twc-l2b
title: Gymnoscelis rufifasciata (Haworth, 1809)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/aq7-4pm-mmg
title: Callophrys rubi (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k1x-15k-3bb
title: Autographa macrogamma (Eversmann, 1842)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9mq-0jk-dwm
title: Charanyca (Charanyca) trigrammica (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/e06-8jp-a3j
title: Vanessa atalanta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jzc-sch-6zm
title: Vanessa atalanta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.dr4dwu
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is Esox lucius Linnaeus, 1758"
 ]
}

 The dataset's 3 records were derived from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024852-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a24r3a
title: Occurrence Download

description: A dataset containing 2015 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección de mosquitos (Insecta: Diptera) del Centro de Colecciones Biológicas de la Universidad del Magdalena"
 ]
}

 The dataset includes 2015 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024883-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xsyxcq
title: Occurrence Download

description: A dataset listing the 6 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-35.69466 -9.62003,-35.69588 -9.62105,-35.6926 -9.62384,-35.68919 -9.61724,-35.69119 -9.61566,-35.69158 -9.61669,-35.69466 -9.62003))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 6 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024849-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjhy4n
title: Occurrence Download

description: A dataset containing 236 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Svalbard and Jan Mayen",
 "Geometry POLYGON((13.56591 78.09019,13.62224 77.85482,14.03329 77.84878,13.97696 78.11902,13.56591 78.09019))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 236 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024886-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qynkjh
title: Occurrence Download

description: A dataset containing 26420 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "CoordinateUncertaintyInMeters 0.0-980.0",
 "TaxonKey is Ailanthus altissima (Mill.) Swingle"
 ]
}

 The dataset includes 26420 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024888-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s2eesz
title: Occurrence Download

description: A dataset containing 2246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "TaxonKey is Sorghum bicolor (L.) Moench"
 ]
}

 The dataset includes 2246 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024889-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tpcym9
title: Occurrence Download

description: A dataset containing 47268978 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Geometry POLYGON((-141.56713 9.51997,-50.12617 15.92823,-42.48553 53.88486,-141.56713 53.88486,-141.56713 9.51997))"
 ]
}

 The dataset includes 47268978 records from 857 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024861-240906103802322/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.26140089.v1
title: Bootstrapped Edge Count Tests for Nonparametric Two-Sample Inference Under Heterogeneity

description: Nonparametric two-sample testing is a classical problem in inferential statistics. While modern two-sample tests, such as the edge count test and its variants, can handle multivariate and non-Euclidean data, contemporary gargantuan datasets often exhibit heterogeneity due to the presence of latent subpopulations. Direct application of these tests, without regulating for such heterogeneity, may lead to incorrect statistical decisions. We develop a new nonparametric testing procedure that accurately detects differences between the two samples in the presence of unknown heterogeneity in the data generation process. Our framework handles this latent heterogeneity through a composite null that entertains the possibility that the two samples arise from a mixture distribution with identical component distributions but with possibly different mixing weights. In this regime, we study the asymptotic behavior of weighted edge count test statistic and show that it can be effectively re-calibrated to detect arbitrary deviations from the composite null. For practical implementation we propose a Bootstrapped Weighted Edge Count test which involves a bootstrap-based calibration procedure that can be easily implemented across a wide range of heterogeneous regimes. A comprehensive simulation study and an application to detecting aberrant user behaviors in online games demonstrates the excellent non-asymptotic performance of the proposed test. Supplementary materials for this article are available online.
DOI: 10.15139/s3/iqiahw
title: Driver impairment detection and safety enhancement through comprehensive volatility analysis [R23]

description: This report documents the activities undertaken by the research team during the first year of the project. Combining the team’s earlier work with new efforts, we have developed a framework for obtaining, processing, and analyzing high-frequency multi-dimensional large-scale data using sensors that monitor the driver, vehicle, and roadways. The framework harnesses the data by exploring volatility. Detailed naturalistic driving study data from the NDS SHRP-2 program was analyzed for obtaining insights on impairment and distracted driving. The risks associated with engagement in non-driving tasks in terms of safety critical events are quantified and discussed. A real-time artificial intelligence method is applied to harness the data and quantify instantaneous crash risk by monitoring driver biometrics (in terms of distraction), vehicular movements, and volatility in driving. The analysis presented can detect anomalies in driving, which can lead to crashes and near-crashes. Finally, the use of experimentation in simulated and naturalistic settings is demonstrated. The entails collection and processing of driver biometric, vehicle, and roadway surroundings data. This effort further includes a review the literature on driver monitoring, as well as setting up the experimentation procedures, which will contribute to future research in driver biometric monitoring and impairment detection.
DOI: 10.15468/dl.dpuncs
title: Occurrence Download

description: A dataset containing 546122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is one of (Spain, Norway, Finland, Italy)",
 "TaxonKey is Orchidaceae"
 ]
}

 The dataset includes 546122 records from 354 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024799-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aexatu
title: Occurrence Download

description: A dataset containing 46343410 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "CoordinateUncertaintyInMeters 0.0-949.0"
 ]
}

 The dataset includes 46343410 records from 809 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024873-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c53n20r51
title: MassIVE MSV000094815 - Protein restriction slows the development and progression of Alzheimer's disease in mice
title: Targeted lipidomics of 3xTg and non-transgenic mouse brain on protein restricted diet
DOI: 10.15468/dl.ychtbx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Hericium erinaceus (Bull.) Pers.)",
 "Year is less than or equal to 2021",
 "Country is one of (Poland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026835-240506114902167/datasets/export for details.
DOI: 10.15468/dl.j5nkd6
title: Occurrence Download

description: A dataset containing 246378 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Saponaria officinalis L.)"
 ]
}

 The dataset includes 246378 records from 1664 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026769-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cqhac9
title: Occurrence Download

description: A dataset containing 8362 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is United States of America",
 "Country is Canada",
 "Country is Mexico"
 ]
 },
 "TaxonKey is Salvelinus fontinalis (Mitchill, 1814)"
 ]
}

 The dataset includes 8362 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001907-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kjrxvg
title: Occurrence Download

description: A dataset containing 7854 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((98.74985 -48.59188,194.25015 -48.59188,194.25015 -10.40812,98.74985 -10.40812,98.74985 -48.59188))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pimelea curviflora R.Br."
 ]
}

 The dataset includes 7854 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219247-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k962dz
title: Occurrence Download

description: A dataset containing 39183 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is LSUMZ Mammals Collection"
 ]
}

 The dataset includes 39183 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0128092-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.je9cz3
title: Occurrence Download

description: A dataset containing 749 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stackhousia subterranea W.R.Barker"
 ]
}

 The dataset includes 749 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219258-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.quz2yr
title: Occurrence Download

description: A dataset containing 14950 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "GadmGid is XKO",
 "OccurrenceStatus is Present",
 "Year 1999-2021"
 ]
}

 The dataset includes 14950 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011420-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4b55u5
title: Occurrence Download

description: A dataset containing 8523 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hibiscus rosa-sinensis L."
 ]
}

 The dataset includes 8523 records from 428 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0128097-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ogrdib
title: Occurrence Download

description: A dataset containing 15481 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1906-2018",
 "Geometry POLYGON((-99.82727 16.89917,-98.61877 16.89917,-98.61877 17.72776,-99.82727 17.72776,-99.82727 16.89917))",
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15481 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001940-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjbtm4
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tropiocolotes algericus Loveridge, 1947"
 ]
}

 The dataset includes 110 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0277306-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsnxwx
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Nepal",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lissemys punctata (Bonnaterre, 1789)"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0128082-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7kyhg8
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Human Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Leioheterodon modestus (Günther, 1863)"
 ]
}

 The dataset includes 43 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011410-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.