cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/str39d956h.1
title: Online purchasing behavior of halal cosmetics

description: This study aims to analyze the influence of beauty influencer credibility and social media marketing strategies on online purchasing behavior of Wardah halal cosmetics in Indonesia. The phenomenon of increasing consumption of halal cosmetic products along with the development of digital media places the role of beauty influencers and social media marketing as important factors in consumer decision making. This study uses a quantitative approach with a survey method of 100 respondents who have purchased Wardah products online. The data analysis technique was carried out using Structural Equation Modeling based on Partial Least Squares (SEM-PLS) to test the relationship between variables. The results showed that beauty influencer credibility has a positive and significant effect on purchasing behavior. Likewise, social media marketing has a significant impact on online purchasing interest and decisions. These findings reinforce the importance of collaborative strategies between halal cosmetic brands and trusted influencers in optimizing digital marketing. This study provides practical implications for cosmetic companies and digital marketing industry players in designing effective campaigns that are oriented towards Muslim consumers.
DOI: 10.3535/gx5-php-7bw
title: Euomphalia strigella (Draparnaud, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/slb-cn6-s8w
title: Archachatina degneri Bequaert & Clench, 1936

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fx4-1h9-x3k
title: Helicigona lapicida andorrica (Bourguignat, 1876)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x7j-fsw-1n1
title: Cernuella virgata (Da Costa, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dzj-0lr-wdt
title: Gonaxis translucidus (Dupuis & Putzeys, 1901)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lv6-5hy-skh
title: Lissachatina fulica (Bowdich, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4h5-b84-vg4
title: Daudebardia brevipes (Draparnaud, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5e7-7aq-whl
title: Vitrina pellucida (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6f6-1k0-q31
title: Geotrochus bicolor (E. von Martens, 1864)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/967-qf0-d1n
title: Eobania vermiculata (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gy5-t0f-8vp
title: Cepaea nemoralis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6cf-e08-vl1
title: Otala Schumacher, 1817

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4bf-qk5-nad
title: Sphincterochila candidissima (Draparnaud, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kcx-ge0-4sr
title: Modulus ambiguus Dautzenberg, 1910

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e46-a3m-32x
title: Helicidae Rafinesque, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rtx-7tj-3ay
title: Guerrina cuticula (Shuttleworth, 1852)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6p9-gpn-qwk
title: Cernuella virgata (Da Costa, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tvs-jbk-py1
title: Vitrinidae Fitzinger, 1833

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kxe-gzp-d10
title: Oxychilus alliarius (J. S. Miller, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fzb-c9e-dd1
title: Alvania sleursi (Amati, 1987)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g87-b6b-dtn
title: Xeromunda candiota (L. Pfeiffer, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8gq-t0w-sj1
title: Gulella columnella (Melvill & Ponsonby, 1901)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tm4-n8j-kq9
title: Spiraxidae H. B. Baker, 1939

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h1a-j48-ymn
title: Vitrea subrimata (Reinhardt, 1871)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qle-x9w-k5c
title: Vitrea crystallina (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2j0-fp6-zz4
title: Epitonium Röding, 1798

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wpr-8wt-lqt
title: Marginella glabella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p0g-4dh-jnm
title: Aplysia dactylomela Rang, 1828

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7r8-t9t-9b4
title: Achatina schinziana Mousson, 1888

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xj6-3ny-k4s
title: Hygromiidae Tryon, 1866

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bsj-flt-2pw
title: Trochulus villosus (Draparnaud, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j4r-wx9-5tb
title: Metafruticicola noverca (L. Pfeiffer, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vrs-qqr-c8h
title: Hygromiidae Tryon, 1866

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5q0-7n1-la1
title: Gulella farquhari (Melvill & Ponsonby, 1895)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a35-n0k-2k9
title: Caucasigena Lindholm, 1927

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nvb-ywj-1hv
title: Euomphalia strigella (Draparnaud, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/veg-5ff-s8w
title: Camaenidae Pilsbry, 1895

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/325-fa6-s3n
title: Vitrea demiobasensis L. Pintér, 1972

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r9l-dmd-cea
title: Asperitas sparsa (Mousson, 1857)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/69y-fsa-246
title: Aegopis acies (A. Férussac, 1819)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6j4-6q7-yan
title: Eucobresia nivalis (Dumont & Mortillet, 1854)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ptt-ktr-48v
title: Helicigona lapicida lapicida (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5yb-9k3-gak
title: Cymbiola nobilis ([Lightfoot], 1786)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wgt-fcx-t6c
title: Hygromiidae Tryon, 1866

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4bg-hgz-asf
title: Chiliborus rosaceus (P. P. King & Broderip, 1831)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7a4-kkr-ksl
title: Candidula unifasciata unifasciata (Poiret, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b2l-1sg-x2d
title: Fissurisepta granulosa Jeffreys, 1883

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k9n-3pp-q04
title: Sphincterochila cyrenaica cyrenaica Sturany, 1908

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1ta-5x2-qzv
title: Lindholmiola lens (A. Férussac, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/72d-m2c-xmc
title: Xesta Albers, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fw1-ac6-n76
title: Cernuella virgata (Da Costa, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hl6-ja6-ckj
title: Microxeromagna lowei (Potiez & Michaud, 1838)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z5p-ye2-m15
title: Trochulus phorochaetia (Bourguignat, 1864)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2et-ane-9v2
title: Xesta Albers, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gpn-l9e-pgw
title: Eobania vermiculata (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xn2-3wd-bm2
title: Turcozonites megistus (Rolle, 1894)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9p9-z8m-m3t
title: Dyakia mackensiana (Souleyet, 1841)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dtl-065-52q
title: Rhyssoplax canariensis (A. d'Orbigny, 1840)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/g2sdzmssgh.1
title: ML Classifiers, Human-Tagged Datasets, and Validation Code for Structured LLM-Generated Event Messaging: BERT, Keras, XGBoost, and Ensemble Methods

description: This dataset and code package supports the reproducible evaluation of Structured Large Language Model (LLM)-generated event messaging using multiple machine learning classifiers, including BERT (via TensorFlow/Keras), XGBoost, and ensemble methods.
Including:

* Tagged datasets (.csv): human-tagged gold labels for evaluation
* Untagged datasets (.csv): raw data with Prompt matched to corresponding LLM-generated narrative
 - Suitable for inference, semi-automatic labeling, or transfer learning
* Python and R code for preprocessing, model training, evaluation, and visualization
* Configuration files and environment specifications to enable end-to-end reproducibility

The materials accompany the study presented in [Lynch, Christopher, Erik Jensen, Ross Gore, et al. "AI-Generated Messaging for Life Events Using Structured Prompts: A Comparative Study of GPT With Human Experts and Machine Learning." TechRxiv (2025), DOI: https://doi.org/10.36227/techrxiv.174123588.85605769/v1], where Structured Narrative Prompting was applied to generate life-event messages from LLMs, followed by human annotation, and machine learning validation. This release provides complete transparency for reproducing reported metrics and facilitates further benchmarking in multilingual or domain-specific contexts.

Value of the Data:
* Enables direct replication of published results across BERT, Keras-based models, XGBoost, and ensemble classifiers.
* Provides clean, human-tagged datasets suitable for training, evaluation, and bias analysis.
* Offers untagged datasets for new annotation or domain adaptation.
* Contains full preprocessing, training, and visualization code in Python and R for flexibility across workflows.
* Facilitates extension into other domains (e.g., multilingual LLM messaging validation).

Data Description:
* /data/tagged/*.csv – Human-labeled datasets with schema defined in data_dictionary.csv.
* /data/untagged/*.csv – Clean datasets without labels for inference or annotation.
* /code/python/ – Python scripts for preprocessing, model training (BERT, Keras DNN, XGBoost), ensembling, evaluation metrics, and plotting.
* /code/r/ – R scripts for exploratory data analysis, statistical testing, and replication of key figures/tables.

File Formats:
* Data: CSV (UTF-8, RFC 4180)
* Code: .py, .R, .Rproj

Ethics & Licensing
* All data are de-identified and contain no PII.
* Released under CC BY 4.0 (data) and MIT License (code).

Limitations
* Labels reflect annotator interpretations and may encode bias.
* Models trained on English text; generalization to other languages requires adaptation.

Funding Note
* Funding sources provided time in support of human taggers annotating the data sets.
DOI: 10.3535/fb4-48w-2pw
title: Ringicula gianninii F. Nordsieck, 1974

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k21-lsb-smn
title: Ariophanta basilessa (W. H. Benson, 1865)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/agy-07f-x1l
title: Lepidochitona simrothi (Thiele, 1902)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fsl-w33-q0j
title: Theba pisana (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c0e-z75-z4p
title: Prunum amygdalum (Kiener, 1841)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j5z-5rk-ekd
title: Perforatella incarnata (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rgj-ypy-yh3
title: Kaliella iredalei Preston, 1912

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/7h94nzn37b
title: Electoral Rules vs. Voter Psychology: Fiscal Accountability in Theory and Experiment

description: We develop and test a model of fiscal accountability in which parties compete over a full fiscal platform: taxes, public goods, and political rents. Our theory predicts that disproportional electoral rules, by raising the stakes of winning, discipline politicians and lead to higher provision of public goods and lower corruption and taxes in equilibrium. We tested this mechanism in a laboratory experiment with human subjects as candidates and voters. The results provide causal evidence for this core mechanism in our experiment, where disproportional rules significantly reduce corruption and increase public goods. However, this institutional discipline is attenuated by two behavioral frictions. First, a partisan shield allows voters to tolerate high corruption from ideologically aligned candidates. Second, candidates learn to execute a public–good gambit, compensating voters for high rents with increased public spending funded by higher taxes. Our integrated approach shows that while electoral rules are a powerful discipline tool, their effectiveness is fundamentally constrained by the psychological trade-offs voters are willing to make.
DOI: 10.3535/9c9-ewp-yha
title: Mediterranea hydatina hydatina (Rossmässler, 1838)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wz9-rgl-brr
title: Euomphalia strigella (Draparnaud, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f1r-hp7-pvn
title: Hygromiidae Tryon, 1866

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xpq-2m1-kak
title: Suboestophora boscae (Hidalgo, 1869)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/7h94nzn37b.2
title: Electoral Rules vs. Voter Psychology: Fiscal Accountability in Theory and Experiment

description: We develop and test a model of fiscal accountability in which parties compete over a full fiscal platform: taxes, public goods, and political rents. Our theory predicts that disproportional electoral rules, by raising the stakes of winning, discipline politicians and lead to higher provision of public goods and lower corruption and taxes in equilibrium. We tested this mechanism in a laboratory experiment with human subjects as candidates and voters. The results provide causal evidence for this core mechanism in our experiment, where disproportional rules significantly reduce corruption and increase public goods. However, this institutional discipline is attenuated by two behavioral frictions. First, a partisan shield allows voters to tolerate high corruption from ideologically aligned candidates. Second, candidates learn to execute a public–good gambit, compensating voters for high rents with increased public spending funded by higher taxes. Our integrated approach shows that while electoral rules are a powerful discipline tool, their effectiveness is fundamentally constrained by the psychological trade-offs voters are willing to make.
DOI: 10.3535/1an-k7k-rgj
title: Lissachatina fulica (Bowdich, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/el0-avl-2bg
title: Perforatella incarnata (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2rr-817-y67
title: Hygromiidae Tryon, 1866

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/00h-kdk-f2q
title: Monacha parumcincta (Menke, 1828)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tfj-ktp-qtk
title: Xerocrassa Monterosato, 1892

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6y5-w83-fd3
title: Ptychotrema boangolense (d'Ailly, 1896)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sm7-4dj-z1r
title: Monacha parumcincta (Menke, 1828)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8y2-bww-0ep
title: Kempioconcha conradti (E. von Martens, 1895)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/db9-080-vxn
title: Chloritis fruhstorferi Möllendorff, 1897

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4wj-77b-9mr
title: Glabella denticulata (Link, 1807)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/35b-c2w-6j3
title: Vitrea subrimata (Reinhardt, 1871)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/91c-yq7-yj7
title: Aegopinella nitens (Michaud, 1831)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6yd-tak-bel
title: Lindholmiola corcyrensis (Rossmässler, 1838)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bfz-13f-ab1
title: Oxyloma elegans (Risso, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/71x-l27-vn2
title: Monacha syriaca (Ehrenberg, 1831)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b1r-pq2-wk6
title: Volvarina Hinds, 1844

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yhl-aw2-tgl
title: Monacha parumcincta (Menke, 1828)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q2b-s6j-10w
title: Hygromiidae Tryon, 1866

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q41-s3n-xjq
title: Gulella gouldi discriminanda van Bruggen, 1969

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1w7-r3w-klq
title: Mitrella nitidulina (Locard, 1897)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x03-bbf-dj4
title: Zootecus insularis (Ehrenberg, 1831)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q3f-zcx-6vy
title: Dendrotrochus helicinoides (Hombron & Jacquinot, 1847)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/ftx6psgtxn
title: Ba and trace element dataset of stromatolitic carbonates Hamelin, Pool Shark Bay

description: Ba, C and O isotopic compositions and major and trace element concentrations obtained on 1M acetic acid leachates of stromatolitic carbonates and lagoonal waters of the Hamelin Pool in Shrak Bay, Western Australia
DOI: 10.3535/6r4-9s0-cwn
title: Gyralina ermonae E. Gittenberger, 1977

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ww1-ncq-h0n
title: Loxana Pallary, 1899

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t8f-ckm-chy
title: Acteon monterosatoi Dautzenberg, 1889

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/ftx6psgtxn.1
title: Ba and trace element dataset of stromatolitic carbonates Hamelin, Pool Shark Bay

description: Ba, C and O isotopic compositions and major and trace element concentrations obtained on 1M acetic acid leachates of stromatolitic carbonates and lagoonal waters of the Hamelin Pool in Shrak Bay, Western Australia
DOI: 10.3535/pvg-b2h-fq7
title: Alvania angioyi van Aartsen, 1982

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wae-ae7-jtx
title: Pisania striata (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8k4-4dv-6s7
title: Vitrea clessini (P. Hesse, 1882)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gdg-rpc-xr4
title: Gonyodiscus rotundatus (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9pz-6a2-nbr
title: Primigulella foliifera (E. von Martens, 1895)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/trt-6l5-kjf
title: Oestophora silvae Ortiz de Zárate López, 1962

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