cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18641785
title: LLMTSDiff Replication Package- Benchmarks for Test Smell Diffusion (LLM, SBST, and Human-Written Tests)

description: Description

This archive contains the complete replication package for the study:



On the Diffusion of Test Smells in LLM-Generated Unit Tests


The artifact includes three benchmarks:





Benchmark-1: LLM-generated unit tests from https://dl.acm.org/doi/pdf/10.1145/3691620.3695330




Benchmark-2: LLM-generated unit tests (alternative configuration) from https://arxiv.org/pdf/2409.17561




Human-Written Benchmark: Test suites collected from CATLM, Defects4J, and SF110



Each benchmark is provided in a minimal JSONL/CSV schema including:





stable test identifiers




dataset metadata




generator metadata




SHA1 hashes of test and production files




ingestion traceability information



The JSONL format contains full source code.The CSV format contains a flat metadata representation.

Due to its size, the Human-Written benchmark is archived exclusively in this Zenodo release.

All scripts used for dataset construction and analysis are available in the GitHub replication repository.



Structure

Benchmark-1/Benchmark-2/Human_Written/

Reproducibility

The GitHub (https://anonymous.4open.science/r/LLMTSDiff-B341) repository contains:





all preprocessing scripts




test smell analysis pipeline




correlation and non-linear analysis scripts



The DOI of this archive ensures long-term reproducibility and versioned artifact citation.
DOI: 10.5281/zenodo.18641786
title: LLMTSDiff Replication Package- Benchmarks for Test Smell Diffusion (LLM, SBST, and Human-Written Tests)

description: Description

This archive contains the complete replication package for the study:



On the Diffusion of Test Smells in LLM-Generated Unit Tests


The artifact includes three benchmarks:





Benchmark-1: LLM-generated unit tests from https://dl.acm.org/doi/pdf/10.1145/3691620.3695330




Benchmark-2: LLM-generated unit tests (alternative configuration) from https://arxiv.org/pdf/2409.17561




Human-Written Benchmark: Test suites collected from CATLM, Defects4J, and SF110



Each benchmark is provided in a minimal JSONL/CSV schema including:





stable test identifiers




dataset metadata




generator metadata




SHA1 hashes of test and production files




ingestion traceability information



The JSONL format contains full source code.The CSV format contains a flat metadata representation.

Due to its size, the Human-Written benchmark is archived exclusively in this Zenodo release.

All scripts used for dataset construction and analysis are available in the GitHub replication repository.



Structure

Benchmark-1/Benchmark-2/Human_Written/

Reproducibility

The GitHub (https://anonymous.4open.science/r/LLMTSDiff-B341) repository contains:





all preprocessing scripts




test smell analysis pipeline




correlation and non-linear analysis scripts



The DOI of this archive ensures long-term reproducibility and versioned artifact citation.
DOI: 10.15468/dl.ft7y36
title: Occurrence Download

description: A dataset containing 292 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anopheles bengalensis"
 ]
}

 The dataset includes 292 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018253-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sayt67
title: Occurrence Download

description: A dataset containing 4413 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Hippocamelus bisulcus",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 4413 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018252-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2j2tzu
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gomphandra luzoniensis",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 135 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018254-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.38w39r
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eurysolen gracilis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 84 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018255-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hurfpe
title: Occurrence Download

description: A dataset containing 55342 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Succinea",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 55342 records from 586 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018210-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/9gz-x6m-b9a
title: Conus pennaceus Born, 1778

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sa7-3h5-7w7
title: Conus mus Hwass, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6xk-ehh-wam
title: Conus miliaris Hwass, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eyx-z3z-slx
title: Tagelus plebeius ([Lightfoot], 1786)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/423-0c8-9ys
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t1v-2ed-xk9
title: Clio pyramidata Linnaeus, 1767

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9kr-y8p-j7z
title: Merisca cristallina (Spengler, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ez5-be9-45j
title: Alvania cimex (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p17-9tr-384
title: Diodora variegata (G. B. Sowerby II, 1862)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/489-1x2-5x5
title: Aliger gallus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rmd-12k-0mh
title: Nerita histrio Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hef-g0q-1xt
title: Retusa crossei (Bucquoy, Dautzenberg & Dollfus, 1886)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kjr-d8q-3g5
title: Conus rattus Hwass, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n4t-0t2-341
title: Conus pulicarius Hwass, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/llh-19n-f45
title: Anomia simplex A. d'Orbigny, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ngt-51q-76v
title: Felaniella candeana (A. d'Orbigny, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rtc-qch-stx
title: Nerita versicolor Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a1e-cmk-6as
title: Canarium mutabile (Swainson, 1821)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ees-49p-w3r
title: Lambis scorpius (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/112-gd7-c7j
title: Mauritia mauritiana (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7zw-k5x-a4h
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2vz-tx3-jch
title: Luria isabellamexicana (Stearns, 1893)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cn4-qkc-5pp
title: Caecum circumvolutum de Folin, 1867

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e6n-rne-l74
title: Sunetta concinna Dunker, 1865

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5wm-vcw-rgq
title: Staphylaea staphylaea laevigata (Dautzenberg, 1932)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/me9-mwc-e75
title: Hespererato scabriuscula (Gray, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0rs-wp2-fcb
title: Cantharidus sendersi Poppe, Tagaro & H. Dekker, 2006

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g2q-n18-5e2
title: Conus sculletti J. A. Marsh, 1962

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m0l-k5l-j3j
title: Semicassis labiata (G. Perry, 1811)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w9b-rxh-m49
title: Chama congregata Conrad, 1833

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y9v-m75-chs
title: Aliger gallus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dt2-w82-vgc
title: Strombus alatus Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p96-02l-91w
title: Conus planorbis Born, 1778

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nlf-9kx-5xc
title: Neodilatilabrum robustum (G. B. Sowerby III, 1875)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b6m-812-s05
title: Conus mus Hwass, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jb9-tmt-1vh
title: Barbatia domingensis (Lamarck, 1819)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n2c-754-k1m
title: Casmaria erinaceus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nh3-00z-xce
title: Volvulella persimilis (Mörch, 1875)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0rr-rf4-3bp
title: Solemya australis Lamarck, 1818

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xy4-250-yv4
title: Patelloida saccharinoides Habe & Kosuge, 1966

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9h2-69p-zw3
title: Tritonoranella ranelloides (Reeve, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gs2-shl-af1
title: Granulina Jousseaume, 1888

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/85x-zbz-8qq
title: Conasprella otohimeae (Kuroda & Ko. Itô, 1961)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wcz-85f-8nc
title: Sistrum ricinus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l1m-wme-cyh
title: Vittina turrita (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/174-0da-l28
title: Vittina coromandeliana (G. B. Sowerby I, 1836)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lgq-gel-sz1
title: Conus regularis G. B. Sowerby I, 1833

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v66-dgk-20t
title: Paratapes textile (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x4q-k8r-b1h
title: Ficus gracilis (G. B. Sowerby I, 1825)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7vn-pm7-xcc
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/avq-t1l-dyn
title: Lyncina vitellus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jn8-3rx-zs0
title: Pterygia conus (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5nm-wer-488
title: Oliva oliva (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b18-4mh-bvy
title: Anomia simplex A. d'Orbigny, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/02v-bqb-8d2
title: Rissoa lia (Monterosato, 1884)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b3a-sre-fnt
title: Phalium flammiferum (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2pz-w21-g6b
title: Hesperaptyxis ambustus (A. Gould, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a17-h2e-mx0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5wv-tqp-6h6
title: Unedogemmula unedo (Kiener, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yvf-v70-k5a
title: Lyncina lynx (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kg3-8ck-yhe
title: Mitromorpha crenipicta (Dautzenberg, 1889)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zh3-lm4-r5l
title: Caecum pulchellum W. Stimpson, 1851

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1g2-mzn-s1c
title: Laevistrombus turturella (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/44m-q57-3j5
title: Californiconus californicus (Reeve, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16883467
title: The importance of vertically stratified, multi-year sampling for understanding native bee assemblages in southeastern temperate deciduous forests Dataset and R script

description: This contains the dataset and R code, which includes records of bee captures from a vertically stratified sampling study conducted in Tuskegee National Forest (Tuskegee, Alabama, USA) from April to October 2021 and March to October 2022. Blue vane traps were deployed at four forested sites, each with four replicates consisting of paired traps located in the understory (1 m) and upper canopy (average 20 m). The goal was to evaluate how native bee assemblages differ between vertical strata in a southeastern temperate deciduous forest. In total, 1,494 bees were captured, representing 38 taxa across 15 genera and five families: Andrenidae, Apidae, Colletidae, Halictidae, and Megachilidae. Each record includes sampling site, replicate, trap height (canopy or understory), date of collection, taxonomic identification, and abundance. The dataset supports findings that bee abundance, diversity, and community composition vary by vertical stratum, season, and year, highlighting the importance of stratified, long-term sampling in forested ecosystems.
DOI: 10.3535/dd1-lx8-rrz
title: Americardia media (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1sf-p0j-953
title: Cerithium columna G. B. Sowerby I, 1834

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6xy-c84-d84
title: Taphon clavella (Reeve, 1847)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f9v-00q-zfj
title: Calliostoma zizyphinum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t2j-wm9-mef
title: Phorcus lineatus (da Costa, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fj9-qdf-mep
title: Scalenostoma subulatum (Broderip, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vc4-6nz-9y5
title: Amalda similis (G. B. Sowerby II, 1859)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vsa-0sv-rlm
title: Steromphala umbilicalis (da Costa, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/265-24m-v9d
title: Conus leopardus (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qqv-td6-cev
title: Melampus granifer (Mousson, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/myk-2rw-k6v
title: Semicassis pyrum (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xv7-tzb-c6p
title: Tritia corniculum (Olivi, 1792)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/79g-6xc-86r
title: Dulcerana granularis (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dse-2jz-yn0
title: Rissoina bruguieri (Payraudeau, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s1e-2xq-c6m
title: Crassispira fuscescens (Reeve, 1843)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fct-d1m-fg4
title: Morum oniscus (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qqq-rar-1vj
title: Strigilla surinamensis Boss, 1972

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5yl-atr-sxa
title: Trivirostra edgari (H. Shaw, 1909)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1rt-9ad-sev
title: Truncatella clathrus R. T. Lowe, 1832

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/arp-rcs-hx4
title: Conus striatus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2yf-9zy-3qn
title: Hydrobia W. Hartmann, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g9b-9yf-j6d
title: Neptunea fukueae Kira, 1959

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t3m-gta-3xx
title: Nassarius conoidalis (Deshayes, 1833)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wjl-r09-rzc
title: Fissurella rosea (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2r9-hds-hth
title: Bullia semiplicata J. E. Gray, 1833

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/34w-86m-5pr
title: Tritia corrugata (Brocchi, 1814)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4c7-2cr-mam
title: Cerithium vulgatum Bruguière, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aq7-exk-eaw
title: Tornatina inconspicua (Olsson & McGinty, 1958)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zv5-x57-3gs
title: Nassarius moolenbeeki H. H. Kool, 1995

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/23j-let-wms
title: Tritia incrassata (Strøm, 1768)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9r6-94b-4jl
title: Nassarius particeps (Hedley, 1915)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cde-apv-n23
title: Conus generalis Linnaeus, 1767

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m4b-a8q-nbt
title: Tonna chinensis (Dillwyn, 1817)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/08x-cy8-k8r
title: Bostryx acromelas (Morelet, 1863)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0ht-k3j-y1v
title: Cittarium pica (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/968-dj4-kzp
title: Turbonilla kerstinae Schander, 1994

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vdw-exh-mem
title: Caecum auriculatum de Folin, 1868

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f8v-shd-l2t
title: Strigatella litterata (Lamarck, 1811)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w2b-er0-vnl
title: Architectonica stellata (R. A. Philippi, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xfa-d88-gfa
title: Ranularia gutturnia (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0mj-p6l-5kn
title: Ferussacia Risso, 1826

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