cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.2cbdrm
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhododendron zheguense Ching & H.P.Yang",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0267908-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hwcz9g
title: Occurrence Download

description: A dataset containing 1052 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salvelinus confluentus (Suckley, 1859)"
 ]
}

 The dataset includes 1052 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0272432-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h8amkg
title: Occurrence Download

description: A dataset containing 5726 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lactuca floridana (L.) Gaertn."
 ]
}

 The dataset includes 5726 records from 133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002567-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7x6rb5
title: Occurrence Download

description: A dataset containing 1557 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hymenoxys grandiflora (Torr. & A.Gray) K.F.Parker"
 ]
}

 The dataset includes 1557 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0267914-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c2tjdc
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Laccosperma laeve (G.Mann & H.Wendl.) Kuntze"
 ]
}

 The dataset includes 134 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002379-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pbz56d
title: Occurrence Download

description: A dataset containing 2727 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lactuca raddeana Maxim."
 ]
}

 The dataset includes 2727 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002577-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11504814
title: Context shapes emotion perception and prosocial behavior to real-life laughter and crying vocalizations - Code

description: This R Markdown document includes the code for data presentation in Atias & Aviezer (2024): "Context shapes emotion perception and prosocial behavior to real-life laughter and crying vocalizations regardless of their diverse perceptual properties". Please contact Doron Atias (doron.atias@mail.huji.ac.il) if you have questions.
DOI: 10.15468/dl.m3f6cu
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhus potaninii Maxim.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 157 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0267909-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ra55nb
title: Occurrence Download

description: A dataset containing 215073 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oncorhynchus mykiss (Walbaum, 1792)"
 ]
}

 The dataset includes 215073 records from 421 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0272433-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tgyqhh
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (EOD – eBird Observation Dataset, iNaturalist Research-grade Observations, Xeno-canto - Bird sounds from around the world, Southern African Bird Atlas Project 2)",
 "Geometry POLYGON((5.04624 -37.27817,43.95376 -37.27817,43.95376 -21.72183,5.04624 -21.72183,5.04624 -37.27817))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Promerops cafer (Linnaeus, 1758)",
 "Year 1992-2023"
 ]
}

 The dataset's 1 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0276349-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9wp3qr
title: Occurrence Download

description: A dataset containing 14461 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Geometry MULTIPOLYGON(((-59.9002 8.8699,-59.91617 8.81205,-59.91761 8.55204,-59.9785 8.53036,-59.86503 8.37933,-59.78385 8.34333,-59.76888 8.36053,-59.82007 8.39482,-59.78128 8.4075,-59.74862 8.39807,-59.15272 8.04636,-58.93706 7.81839,-58.82807 7.7287,-58.76748 7.62746,-58.67709 7.60095,-58.49231 7.35794,-58.4761 7.30955,-58.48856 7.19581,-58.47624 7.10947,-58.32732 6.95242,-58.32732 6.88251,-58.28165 6.87422,-58.17667 6.80751,-58.16471 6.82812,-58.12174 6.82664,-58.03988 6.8132,-57.62724 6.4489,-57.53532 6.28108,-57.52102 6.28064,-57.5174 6.31132,-57.48683 6.33946,-57.42793 6.32431,-57.22935 6.17755,-57.16479 6.07425,-56.54801 7.05819,-56.32817 7.483,-56.24983 7.666,-56.06644 8.55835,-55.85343 9.11225,-56.11625 9.39928,-56.66353 10.05363,-57.35405 10.63946,-57.58877 10.78725,-58.90143 10.25111,-58.96007 10.22055,-58.95456 10.12002,-59.57263 10.01211,-59.9002 8.8699),(-58.7385 7.62791,-58.7356 7.62865,-58.73365 7.62703,-58.73386 7.62677,-58.7385 7.62791),(-58.695 7.60977,-58.68685 7.60712,-58.6864 7.60378,-58.695 7.60977)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 14461 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0267915-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rpyf6h
title: Occurrence Download

description: A dataset containing 1345 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is Rockfish Recruitment and Ecosystem Assessment Survey, Catch Data",
 "Geometry POLYGON((-91.58094 -17.12519,-79.18513 -14.71031,-97.90263 22.84503,-132.10026 58.65433,-145.68812 59.37347,-112.95086 18.72832,-91.58094 -17.12519))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dosidicus gigas (D'Orbigny, 1835)",
 "Year 2000-2023"
 ]
}

 The dataset includes 1345 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0272441-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6x3uwq
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lactuca acanthifolia (Willd.) Boiss."
 ]
}

 The dataset includes 161 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002564-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sgfrpa
title: Occurrence Download

description: A dataset containing 9191001 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amphibia"
 ]
}

 The dataset includes 9191001 records from 5325 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002368-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.15128.66566
title: Laser Beam Waist Ellipse as a Prime Distribution Screening Pattern - Pell Numbers Generating Pythagorean Triples with the Longer Side as the Major Axis and Triangular Numbers as the Minor Axis
DOI: 10.15468/dl.pc26fx
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oroya Britton & Rose"
 ]
}

 The dataset includes 209 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007362-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/mfy-3xs-ztd
title: Neorotalia calcar (d'Orbigny in Deshayes, 1830)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/khn-f95-zxf
title: Lingulina carinata d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.q5k688
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dinophysis caudata",
 "Country is Oman",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015082-250811113504898/datasets/export for details.
DOI: 10.3535/kra-67e-4aw
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lry-mkz-bf6
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/94g-ze9-l7r
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hmc-r4g-h5e
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tdv-9zr-9sj
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ywm-1nt-27v
title: †Neocomites peregrinus (Rawson & Kemper, 1978)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8yr-erw-yml
title: Rodentia Bowdich, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f3m-hfv-hac
title: Neocomites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3a7-te1-kxa
title: Dama dama mesopotamica (Brooke, 1875)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bz5-kr8-92k
title: Dama dama mesopotamica (Brooke, 1875)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6xc-37r-l1s
title: †Thecosmilia trichotoma (Goldfuss, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xhd-kqn-4j8
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2zz-0ey-5mv
title: †Polyascosoecia cancellata Canu, 1920

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g9v-bg9-58d
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2hr-wqc-0sc
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j8a-jhf-ztp
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1zl-c5x-9ar
title: Duvalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2z2-8mr-hnc
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kr5-05l-sp0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e13-stw-wc9
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wt2-f87-dt6
title: Ammolagena clavata (Jones & Parker, 1860)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1n2-4l6-5pa
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gn4-czf-axh
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2x2-qax-xv6
title: Bochianites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3s5-tcn-g2r
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d0v-a6f-0rk
title: Ursus thibetanus G. [Baron] Cuvier, 1823

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nqr-pe0-7k0
title: Crocodylus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ec1-nnn-32q
title: Bochianites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jz3-xm3-l64
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m7j-nsn-66y
title: Dama dama mesopotamica (Brooke, 1875)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kay-wxr-q3b
title: Sus scrofa Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tae-j9n-n5a
title: Oosterella

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f92-7nk-22w
title: †Sarcinella Regenhardt, 1961

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gdz-2at-tg4
title: Spirillina wrightii Heron-Allen & Earland, 1930

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8r2-xs6-mtd
title: †Ptychaspis miniscaensis (Owen, 1852)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/je0-eye-wzk
title: Chara Staudinger, 1892

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d1q-4k1-aep
title: Glycymeris da Costa, 1778

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kwq-cj7-mse
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/91n-z1z-c5r
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ke2-5m2-yv0
title: Olcostephanus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6n1-eab-j6g
title: Rodentia Bowdich, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.v5aedh
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carassius gibelio",
 "Country is Hungary",
 "HasCoordinate is true"
 ]
}

 The dataset includes 31 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015083-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/854-q58-wf1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dbv-wtd-px5
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0ls-sps-e4e
title: Sus scrofa Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fr4-p2l-r6e
title: Teschenites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m9n-8md-f41
title: Rodighieroites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yyd-jez-z62
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/41w-s91-rmp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6a8-sq2-bf8
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2bz-b24-x4v
title: Isurus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c9f-w7x-l0f
title: Duvalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h0z-f2a-63v
title: Rosalina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5ez-t84-h92
title: †Beisselina desmaresti (von Hagenow, 1851)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9fg-s74-mg1
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/be1-s5e-xzt
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ayz-9qw-gjp
title: †Cytheretta laticosta (Reuss, 1850) Keij, 1957

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eps-7nd-c88
title: Limopsis Sasso, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/45p-4by-apw
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e1t-l58-ave
title: Duvalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bby-6ar-lpp
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yz2-w07-jp2
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fy8-6en-9zk
title: Pseudobelus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hqx-yz8-gpk
title: Cibicides Montfort, 1808

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1ed-42n-tfk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xy0-7b1-tck
title: Cytheropteron Sars, 1866

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mg0-9n1-df5
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1hh-q4k-t8l
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6sq-s5y-vh2
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6v9-nfw-ekg
title: Elephas Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yxy-cr2-cj5
title: †Jordanites Bless, 1967

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ba3-z2g-823
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/70j-4hd-830
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k9l-cem-hvs
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f39-e66-bpa
title: Sus scrofa Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z93-1mw-qqe
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jk4-98s-s5f
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wrq-z5h-6r4
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7pm-4jq-t75
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dx1-h18-w2y
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.29926538
title: Additional file 1 of A deep learning strategy for accurate identification of purebred and hybrid pigs across SNP chips

description: Supplementary Material 1: Table S1 Hyperparameter grid search results. Table S2 Breed identification accuracies in five replicates of fivefold cross validation study in Population 1. Table S3 Breed identification accuracies in independent testing of using Population 1 to predict Population 2. Table S4 The prediction accuracies of all breeds at different determination threshold values for purebred. Table S5 The identification accuracies of hybrid at different number of hybrid individuals in training set. Table S6 Breed identification accuracies in independent testing of using Population 1 to predict Population 2 for XGBoost. Table S7 Distribution of the proportion of the breed with the highest proportion in the genomic breed composition of all hybrid individuals predicted by MLP.