cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.zz3csc
title: Occurrence Download

description: A dataset containing 1156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Passiflora alata",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1156 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057476-250717081556266/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.29652164
title: Bounded Fourier-like Complex Integral III-Discrete Version.pdf

description: A discrete version of a Fourier-like bounded integral.
DOI: 10.6084/m9.figshare.29652164.v1
title: Bounded Fourier-like Complex Integral III-Discrete Version.pdf

description: A discrete version of a Fourier-like bounded integral.
DOI: 10.15468/dl.2nc39j
title: Occurrence Download

description: A dataset containing 16534 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Gymnopilus junonius"
 ]
}

 The dataset includes 16534 records from 248 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057473-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rbr9gg
title: Occurrence Download

description: A dataset containing 1087 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Datura stramonium",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1087 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057477-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rzq625
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phytolacca americana",
 "Country is Bosnia and Herzegovina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057478-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vjefk3
title: Occurrence Download

description: A dataset containing 837 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phytolacca americana",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 837 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057479-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rd392b
title: Occurrence Download

description: A dataset containing 340 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phytolacca americana",
 "Country is Croatia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 340 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057480-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zhxmr
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eucalyptus robusta",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 70 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057481-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nb5xcu
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eucalyptus robusta",
 "Country is Madagascar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 30 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057482-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qtf75b
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Datura stramonium",
 "Country is Korea, Republic of",
 "HasCoordinate is true"
 ]
}

 The dataset includes 92 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057483-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.df3j3y
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Datura stramonium",
 "Country is Sao Tome and Principe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057489-250717081556266/datasets/export for details.
DOI: 10.15468/dl.cprapn
title: Occurrence Download

description: A dataset containing 375 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phytolacca americana",
 "Country is Greece",
 "HasCoordinate is true"
 ]
}

 The dataset includes 375 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057488-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mva7uc
title: Occurrence Download

description: A dataset containing 1798 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Datura stramonium",
 "Country is Romania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1798 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057486-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6jvac3
title: Occurrence Download

description: A dataset containing 38187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Mycena pura"
 ]
}

 The dataset includes 38187 records from 419 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057485-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.30dgol
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007607-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v7h1cx
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002168-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.59ewh7
title: Occurrence Download

description: A dataset containing 1517 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Achnatherum sibiricum (L.) Keng ex Tzvelev)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1517 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0136685-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kyeuyh
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002145-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c4mhht
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007588-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hyu75j
title: Occurrence Download

description: A dataset containing 36515 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset includes 36515 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137074-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n2c7w5
title: Occurrence Download

description: A dataset containing 774753810 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 774753810 records from 15096 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0189813-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112054266
title: Baal Myth Sixth Tablet

description: [Text Description:] Shapsh helps Anat recover Baal's corpse, Anat destroys Mot, Baal is restored and fights Mot ❧ [Text or Publication Number Note:] KTU 1.6; CTA 6; CAT 1.6; KTU2 1.6; CTU 1.6; RS 2.[009]; RS 5.155 ❧ [Excavation Description:] Excavations at Ras Shamra 1930. Found in Library of the High Priest, p. t. 210-264, Acropolis, excavated by Claude F.-A. Schaeffer, Mission Archeologique Francaise. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet, 26.5 cm. X 19.5 cm., 2 fragments ❧ [Physical Object Note:] Grey clay, six columns, incomplete
DOI: 10.25549/inscriptifact-ouc112054232
title: Baal Myth Sixth Tablet

description: [Text Description:] Shapsh helps Anat recover Baal's corpse, Anat destroys Mot, Baal is restored and fights Mot ❧ [Text or Publication Number Note:] KTU 1.6; CTA 6; CAT 1.6; KTU2 1.6; CTU 1.6; RS 2.[009]; RS 5.155 ❧ [Excavation Description:] Excavations at Ras Shamra 1930. Found in Library of the High Priest, p. t. 210-264, Acropolis, excavated by Claude F.-A. Schaeffer, Mission Archeologique Francaise. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet, 26.5 cm. X 19.5 cm., 2 fragments ❧ [Physical Object Note:] Grey clay, six columns, incomplete
DOI: 10.5281/zenodo.11479411
title: Network Traffic Analysis: Data and Code

description: Code:



Packet_Features_Generator.py & Features.py



To run this code: 



pkt_features.py [-h] -i TXTFILE [-x X] [-y Y] [-z Z] [-ml] [-s S] -j

  -h, --help            show this help message and exit  -i TXTFILE            input text file  -x X                  Add first X number of total packets as features.  -y Y                  Add first Y number of negative packets as features.  -z Z                  Add first Z number of positive packets as features.  -ml                   Output to text file all websites in the format of websiteNumber1,feature1,feature2,...  -s S                  Generate samples using size s.  -j



Purpose: 



Turns a text file containing lists of incomeing and outgoing network packet sizes into separate website objects with associative features.

Uses Features.py to calcualte the features. 





startMachineLearning.sh & machineLearning.py



To run this code:



bash startMachineLearning.sh

This code then runs machineLearning.py in a tmux session with the nessisary file paths and flags

Options (to be edited within this file):



--evaluate-only                                 to test 5 fold cross validation accuracy

--test-scaling-normalization           to test 6 different combinations of scalers and normalizers



Note: once the best combination is determined, it should be added to the data_preprocessing function in machineLearning.py for future use



--grid-search                                   to test the best grid search hyperparameters     - note: the possible hyperparameters must be added to train_model under 'if not evaluateOnly:'    - once best hyperparameters are determined, add them to train_model under 'if evaluateOnly:'





Purpose:



Using the .ml file generated by Packet_Features_Generator.py & Features.py, this program trains a RandomForest Classifier on the provided data and provides results using cross validation. These results include the best scaling and normailzation options for each data set as well as the best grid search hyperparameters based on the provided ranges. 






Data



Encrypted network traffic was collected on an isolated computer visiting different Wikipedia and New York Times articles, different Google search queres (collected in the form of their autocomplete results and their results page), and different actions taken on a Virtual Reality head set. 

Data for this experiment was stored and analyzed in the form of a txt file for each experiment which contains: 



First number is a classification number to denote what website, query, or vr action is taking place.

The remaining numbers in each line denote:



The size of a packet,

and the direction it is traveling.



negative numbers denote incoming packets

positive numbers denote outgoing packets
DOI: 10.25549/inscriptifact-ouc112022464
title: Cuneiform Tablet 1913.14.1504, Spurlock 1913.14.1504

description: [Text Description:] List of people and the amount remaining from contracts. ❧ [Text or Publication Number Note:] Spurlock 1913.14.1504; CDLI P421356 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (2.5Y 8.5/2) Light Brown (5YR 6/4) Medium Gray (N 5.5/ 24.6% R) ❧ [Physical Object Note:] 5.7 x 4.6 x 2.1 cm (52g)
DOI: 10.25549/inscriptifact-ouc112050984
title: P.Oxy.VIII 1120 Petition, P.Oxy.VIII 1120

description: [Text Description:] Petition of a widow, accusing one man of an outrage on her son-in-law and another of an act of violence against herself. ❧ [Text or Publication Number Note:] P.Oxy.VIII 1120, P.Oxy. 1120, Spurlock 1914.21.0022 ❧ [Excavation Description:] Excavated by archaeologists, including Bernard Pyne Grenfell and Arthur Surridge Hunt, at an ancient rubbish dump near Oxyrhynchus in Egypt (28°32'N 30°40'E, modern el-Bahnasa). ❧ [Medium:] Papyrus ❧ [Script Note:] Greek ❧ [Physical Object Description:] Papyrus manuscript, 27. x 9.5 cm.
DOI: 10.15468/dl.z79aua
title: Occurrence Download

description: A dataset containing 2045438 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phasianus colchicus Linnaeus, 1758"
 ]
}

 The dataset includes 2045438 records from 1945 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0400114-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.67vynx
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lophyroplectus oblongopunctatus (Hartig, 1838))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066681-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.76bhas
title: Occurrence Download

description: A dataset containing 535 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Beesia calthifolia (Maxim. ex Oliv.) Ulbr."
 ]
}

 The dataset includes 535 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245285-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fp7rqu
title: Occurrence Download

description: A dataset containing 20054386 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "Year 2002-2002"
 ]
}

 The dataset includes 20054386 records from 5257 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0228590-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ydf5wy
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-150.47973 -27.31981,8.47973 -27.31981,8.47973 36.31981,-150.47973 36.31981,-150.47973 -27.31981))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (90fd6680-349f-11d8-aa2d-b8a03c50a862, 6441aff3-344f-486e-a4a2-f506c3bcb1ee, 8e1a97a0-3ca8-11d9-8439-b8a03c50a862, bd561840-efdc-11d9-a329-b8a03c50a862, 061b4f20-f241-11da-a328-b8a03c50a862, 335880a0-e2e1-11dd-8102-b8a03c50a862, 33d232b5-5cc2-4521-8bd6-121c5bb41c32, ae447c50-b8a8-11d8-92a4-b8a03c50a862, eac88d99-9f6c-4031-8fc4-8088f0e0dfe7)",
 "TaxonKey is Syagrus sancona"
 ]
}

 The dataset includes 28 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014114-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.speef5
title: Occurrence Download

description: A dataset containing 353743 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Hazardia ferrisiae, Chaenostoma subsessile, Zieria veronicea, Arthraxon hispidus, Packera breweri, Fritillaria enginiana, Mariosousa coulteri, Mesembryanthemum stenandrum, Mesembryanthemum subtruncatum, Hyacinthella dalmatica, Chaenostoma patrioticum, Diastella myrtifolia, Peripleura obovata, Denhamia celastroides, Anemia hirsuta, Tripleurospermum melanolepis, Sclerocactus polyancistrus, Noccaea caespitosa, Tripleurospermum inodorum, Gentianella umbellata, Eriocephalus brevifolius, Woodwardia radicans, Lomandra drummondii, Bassia prostrata, Thliphthisa baenitzii, Cassytha candida, Anemia humilis, Noccaea bornmuelleri, Wendlandia ligustroides, Gentianella coquimbensis, Gentianella columnae, Pseudogaltonia clavata, Corymbia byrnesii, Pilosella balansae, Vincetoxicum carnosum, Pilosella procera, Asterohyptis stellulata, Onopordum blancheanum, Pilosella fallacina, Nassella gibba, Myrceugenia exsucca, Bivonaea lutea, Zeltnera madrensis, Pultenaea elachista, Parvotrisetum myrianthum, Oedera flavicoma, Stuckenia striata, Tricholemma breviaristatum, Namacodon schinzianum, Diarthron vesiculosum, Trieenea glutinosa, Ruschia bolusiae, Cruciata taurica, Aquilegia ballii, Dactylocamptis rouyana, Alectra sessiliflora, Hypoestes forskaolii, Cyanothamnus inconspicuus, Epilobium densiflorum, Anthosachne plurinervis, Eremalche rotundifolia, Cyanothamnus occidentalis, Withania aristata, Conophytum saxetanum, Aegilops vavilovii, Hieracium funebre, Pseudognaphalium thermale, Avena saxatilis, Facchinia valentina, Pterostylis exalla, Potamogeton richardsonii, Pseudognaphalium robustum, Dielsia stenostachya, Gymnadenia pyrenaeensis, Sibara brandegeana, Lotononis jacottetii, Kundmannia sicula, Pterostylis hadra, Ipomoea wightii, Nolana aplocaryoides, Pseudognaphalium oligandrum, Ludwigia leptocarpa, Nolana filifolia, Hieracium aemuliforme, Nolana incana, Cosentinia vellea, Salvia brachyantha, Pterostylis alata, Polycarpaea divaricata, Brunsvigia josephinae, Rhinotropis subspinosa, Cochliasanthus caracalla, Aciphylla glacialis, Stipellula capensis, Brunsvigia nervosa, Pedicularis kerneri, Physalis sulphurea, Zephyranthes bagnoldii, Lasiosiphon microphyllus)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 353743 records from 2079 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014098-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/1ve-zfq-vnk
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2gq-ggl-x7l
title: Epimenia australis (Thiele, 1897)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hd7-cef-1hm
title: Cabestana cutacea (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p5s-2r2-1cd
title: Emarginula phrixodes Dall, 1927

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/prp-bvj-zqw
title: Marginella glabella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qtf-dkd-1hz
title: Nerita nigrita Röding, 1798

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sm6-s5b-hqf
title: Cymbulia peronii Blainville, 1818

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0b9-z8j-fp7
title: Epimenia australis (Thiele, 1897)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8y5-y3t-dmw
title: Duplicaria duplicata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nz3-fhh-bvv
title: Clio pyramidata Linnaeus, 1767

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vey-w1t-9fv
title: Clio pyramidata Linnaeus, 1767

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