cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.mwbv5a
title: Occurrence Download

description: A dataset containing 2231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Siren lacertina",
 "VerbatimScientificName is Siren lacertina"
 ]
}

 The dataset includes 2231 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056833-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7281/t1/yuhuyn
title: Data associated with the publication: Stable high-conductivity ethylenedioxythiophene polymers via borane-adduct doping

description: Device current-voltage data, microscopy and diffraction morphology data, spectral data, thermoelectric data
DOI: 10.3535/bsd-xa7-6gn
title: Evergestis Hübner, 1825

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k3m-1k4-4jq
title: Apatura iris (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/51t-xsd-4dm
title: Borkhausenia fusescens (Haworth, 1828)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/7m7-j31-l75
title: Diarsia florida Schmidt, 1859

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.35079/hbm669.vqfv.937
title: ATACseq data from the kidney (right) of a 54-year-old white male
DOI: 10.3535/48c-m0p-znf
title: Nyctegretis lineana Scopoli, 1786

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mdl-ctv-7hq
title: Coenophila subrosea var. subcaerulea (Staudinger, 1871)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wsa-v9f-9hx
title: Manulea (Manulea) complana (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/eqq-fkf-137
title: Manulea (Manulea) complana (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vqj-y6b-e6s
title: Lygephila (Lygephila) viciae Hübner, 1822

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2xr-9d4-e8m
title: Brachylomia viminalis Fabricius, 1777

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ara-e6j-3kv
title: Elophila nymphaeata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/l0z-srs-xst
title: Eudonia truncicolella (Stainton, 1849)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ql6-29n-r4d
title: Oligia latruncula ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.35079/hbm556.gxms.552
title: ATACseq data from the kidney (right) of a 54-year-old white male
DOI: 10.3535/85b-cxz-2dl
title: Ortholepis Ragonot, 1887

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lnm-1me-0mc
title: Caradrina (Caradrina) morpheus (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wsr-e69-wns
title: Apamea (Apamea) remissa (Hübner)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/f8f-3ef-681
title: Oligia latruncula ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/264-m65-kva
title: Vanessa cardui (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cda-gg6-hss
title: Eudonia murana Curtis, 1827

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/8x0-9wr-v7k
title: Apantesis quenseli (Paykull, 1793)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.35079/hbm849.ghjn.299
title: ATACseq data from the kidney (right) of a 54-year-old white male
DOI: 10.3535/52n-cdq-ls0
title: Pheosia gnoma (Fabricius, 1776)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/767-wnm-2dd
title: Xestia (Xestia) sexstrigata Haworth, 1809

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/13j-s5m-dv2
title: Xestia (Xestia) castanea Esper, 1798

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mzh-832-6ke
title: Apamea (Apamea) sordens (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/7xf-8c3-35m
title: Nyctegretis lineana Scopoli, 1786

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/c5p-yhh-rgy
title: Apamea (Apamea) monoglypha (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/flx-sah-1jr
title: Denticucullus pygmina Haworth, 1809

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/c3w-n67-at3
title: Autographa mandarina (Freyer, 1845)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/prt-hcm-0g3
title: Xestia (Pachnobia) speciosa Hübner, 1813

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.35079/hbm734.wgzc.959
title: ATACseq data from the kidney (left) of a 76-year-old white male
DOI: 10.3535/tyl-fdk-d3v
title: Conistra (Dasycampa) erythrocephala ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.e53edm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((101.124 -2.009822, 101.053694 -2.015388, 100.985117 -2.031947, 100.919957 -2.059092, 100.859818 -2.096156, 100.806179 -2.142226, 100.76036 -2.196169, 100.72349 -2.256657, 100.696477 -2.322202, 100.679988 -2.39119, 100.67443 -2.461924, 100.679941 -2.532661, 100.696388 -2.60166, 100.723367 -2.667221, 100.760216 -2.72773, 100.806027 -2.781696, 100.859674 -2.82779, 100.919835 -2.864874, 100.985028 -2.892036, 101.053647 -2.908606, 101.124 -2.914175, 101.194353 -2.908606, 101.262972 -2.892036, 101.328165 -2.864874, 101.388326 -2.82779, 101.441973 -2.781696, 101.487784 -2.72773, 101.524633 -2.667221, 101.551612 -2.60166, 101.568059 -2.532661, 101.57357 -2.461924, 101.568012 -2.39119, 101.551523 -2.322202, 101.52451 -2.256657, 101.48764 -2.196169, 101.441821 -2.142226, 101.388182 -2.096156, 101.328043 -2.059092, 101.262883 -2.031947, 101.194306 -2.015388, 101.124 -2.009822))"},{"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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056834-251120083545085/datasets/export for details.
DOI: 10.3535/p3j-839-j4v
title: Eupithecia denotata (Hübner, [1813])

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

description: A dataset containing 893753 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is AntWeb"
 ]
}

 The dataset includes 893753 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056815-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/ne5-qfs-jjx
title: Achlya flavicornis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xaw-h49-ma0
title: Crypsedra gemmea Treitschke, 1825

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.g6pmdc
title: Occurrence Download

description: A dataset containing 297 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agriophyllum squarrosum",
 "HasCoordinate is true"
 ]
}

 The dataset includes 297 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056835-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/1bb-dhj-yh0
title: Conistra (Dasycampa) rubiginea ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.v92jkj
title: Occurrence Download

description: A dataset containing 8921 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microhyla heymonsi"
 ]
}

 The dataset includes 8921 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056836-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/4j5-lxm-bcd
title: Lygephila (Lygephila) pastinum Treitschke, 1826

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lhd-y3v-l4t
title: Xestia ashworthii subsp. Xestia ashworthii jotunensis (Schoyen, 1887)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.35079/hbm526.jmwm.852
title: ATACseq data from the kidney (left) of a 76-year-old white male
DOI: 10.3535/5gt-cbk-9j9
title: Xanthia (Xanthia) togata Esper

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lk6-ssg-b2s
title: Caradrina (Caradrina) morpheus (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fe8-9ce-5tk
title: Oligia latruncula ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rf6-13b-5h5
title: Autographa macrogamma (Eversmann, 1842)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/pa9-r84-fmh
title: Apamea (Apamea) monoglypha (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/yh0-dcx-bqs
title: Xestia (Pachnobia) speciosa Hübner, 1813

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0l0-1gn-nnf
title: Aphomia sociella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xak-w7v-y21
title: Brachylomia viminalis Fabricius, 1777

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/m2b-3aj-7w2
title: Pediasia fascelinella Hübner, 1813

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.rfsg6z
title: Occurrence Download

description: A dataset containing 6199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Salvia pratensis, Salvia pratensis, Salvia bavarica)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 6199 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056837-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.35079/hbm342.jzbj.636
title: ATACseq data from the kidney (left) of a 76-year-old white male
DOI: 10.3535/53m-hzd-6me
title: Metaxmeste Hübner, 1825

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6tn-1as-2l1
title: Conistra (Conistra) vaccinii (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/10x-rnj-gwg
title: Ptilodon capucina (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xz1-dj3-6nz
title: Lygephila (Lygephila) pastinum Treitschke, 1826

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hw7-c05-9zz
title: Xestia (Xestia) castanea Esper, 1798

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/4ts-7qe-6gm
title: Elophila nymphaeata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/f0n-z4r-k3y
title: Oligia latruncula ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/j0p-h48-pbz
title: Pediasia truncatellus Zetterstedt, 1840

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ddb-zac-xay
title: Depressaria apiella Hübner, 1801

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/v9f-bzb-tw2
title: Xestia (Pachnobia) alpicola Zetterstedt, 1840

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.35079/hbm473.wjgh.347
title: ATACseq data from the kidney (left) of a 76-year-old white male
DOI: 10.3535/kan-5mt-2yn
title: Vanessa cardui (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/7bp-b7x-etb
title: Autographa bractea ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/a3a-f38-l9m
title: Eudonia murana Curtis, 1827

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gsn-4t3-gk7
title: Panolis flammea [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vvp-qp6-15p
title: Trachea atriplicis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/yjw-lke-09q
title: Orthosia (Cororthosia) gracilis [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/95x-lf4-kpv
title: Trichosea ludifica (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xtl-307-lmr
title: Orthosia (Orthosia) incerta Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.35079/hbm995.xzdf.373
title: ATACseq data from the kidney (left) of a 76-year-old white male
DOI: 10.3535/3bz-xxx-87t
title: Dichonia (Griposia) Tams, 1939

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/62l-4yd-znx
title: Chloantha hyperici ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/tr1-4a5-lt4
title: Lygephila (Lygephila) pastinum Treitschke, 1826

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/117-0nw-t10
title: Chrysoteuchia culmella Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/e7e-t59-dpz
title: Eudonia murana Curtis, 1827

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rsn-8ne-aqx
title: Oligia latruncula ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rt2-6sf-cc6
title: Oligia latruncula ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fhs-vx7-gas
title: Ptilodon capucina (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/slv-lfq-gsl
title: Leptidea

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.35079/hbm332.krrd.449
title: ATACseq data from the kidney (left) of a 76-year-old white male
DOI: 10.3535/x2m-2p0-s9x
title: Pediasia truncatellus Zetterstedt, 1840

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/7dw-zmv-2kp
title: Notodonta torva (Hübner, 1803)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/drw-t46-2j4
title: Pyrgus andromedae (Wallengren, 1853)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lke-f0g-85k
title: Crypsedra gemmea Treitschke, 1825

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6ax-6zd-paq
title: Apamea (Apamea) anceps ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2qk-ywe-k01
title: Eudonia truncicolella (Stainton, 1849)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/652-amc-9gc
title: Oligia latruncula ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/25r-taq-mdg
title: Oligia latruncula ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.35079/hbm229.rbvc.749
title: ATACseq data from the kidney (left) of a 76-year-old white male
DOI: 10.3535/f0v-e4l-xs1
title: Eudonia murana Curtis, 1827

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wyd-07d-1s5
title: Amphipyra (Amphipyra) perflua (Fabricius, 1787)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/haq-5pa-lk9
title: Xestia (Pachnobia) speciosa Hübner, 1813

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/86f-vzx-p4c
title: Pheosia gnoma (Fabricius, 1776)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/l36-lfa-qqn
title: Sympistis heliophila Paykull, 1793

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9cq-xqy-kaw
title: Maniola jurtina (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/flc-z5h-kyx
title: Agriphila tristellus [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/04d-nhk-mnc
title: Caradrina (Caradrina) morpheus (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.35079/hbm393.qbpz.886
title: ATACseq data from the kidney (left) of a 45-year-old white female
DOI: 10.3535/h2e-b84-dqh
title: Conistra (Dasycampa) rubiginea ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mdd-3tz-ttk
title: Oligia latruncula ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/a3j-j76-dv5
title: Chrysoteuchia culmella Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/s4r-mxy-mpv
title: Evergestis Hübner, 1825

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/t8k-6mt-m09
title: Chrysoteuchia culmella Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17966787
title: Data Re-Uploading Quatum Neural Network binary datasets

description: DescriptionCollection of synthetic 2D datasets for binary classification.Each dataset consists of 2D points with labels in {1, -1}, designed to represent different geometric decision boundaries.

DatasetsThe collection contains four datasets:



circle: concentric circular classes

spiral: intertwined spiral-shaped classes

sinus: classes separated by a sinusoidal boundary

corners: points clustered in opposite corners of the plane


Format



One CSV file per dataset

Each row represents one sample

Last column is the label


Columns



"x1", "x2": point coordinates

"label": class label (1 or -1)


Size2000 samples per dataset
DOI: 10.3535/3ha-wl9-mnr
title: Autographa macrogamma (Eversmann, 1842)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17966786
title: Data Re-Uploading Quatum Neural Network binary datasets

description: DescriptionCollection of synthetic 2D datasets for binary classification.Each dataset consists of 2D points with labels in {1, -1}, designed to represent different geometric decision boundaries.

DatasetsThe collection contains four datasets:



circle: concentric circular classes

spiral: intertwined spiral-shaped classes

sinus: classes separated by a sinusoidal boundary

corners: points clustered in opposite corners of the plane


Format



One CSV file per dataset

Each row represents one sample

Last column is the label


Columns



"x1", "x2": point coordinates

"label": class label (1 or -1)


Size2000 samples per dataset
DOI: 10.3535/k1p-ay5-2b6
title: Caradrina (Caradrina) morpheus (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zsb-xz8-9q9
title: Pheosia gnoma (Fabricius, 1776)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/crp-sms-w3g
title: Lycophotia porphyrea [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.