cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/03b-fnm-5ea
title: Urosalpinx cinerea (Say, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/94p-7bj-ske
title: Tonicia chilensis (Frembly, 1827)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.25381/cput.28595402
title: An assessment of the use of social media for crisis communication.

description: 22150671/2023/21This study employed content analysis approach to assess the use of social media for crisis communication.The researcher collected data from twitter.I have uploaded screen shots of tweets that I used to assess the use of social media for crisis communication.
DOI: 10.25381/cput.28595402.v1
title: An assessment of the use of social media for crisis communication.

description: 22150671/2023/21This study employed content analysis approach to assess the use of social media for crisis communication.The researcher collected data from twitter.I have uploaded screen shots of tweets that I used to assess the use of social media for crisis communication.
DOI: 10.3535/2l7-7lh-dyb
title: Papillicardium minimum (R. A. Philippi, 1836)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/957-4b7-5tb
title: Nerita tessellata Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fc4-1ws-9q9
title: Berthella plumula (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/426-r5z-wlm
title: Tegula Lesson, 1833

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9f7-f67-c95
title: Gemophos auritulus (Link, 1807)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g3d-zgj-4s0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gs2-qb7-3cf
title: Natica Scopoli, 1777

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gj9-y6s-rgw
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k8p-4mc-hwn
title: Favartia jeanae Bertsch & D'Attilio, 1980

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/34w-6s4-bvp
title: Haplocochlias P. P. Carpenter, 1864

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bs3-r38-kb6
title: Leucozonia nassa (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6hg-lke-b55
title: Paratrophon H. J. Finlay, 1926

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/50e-k7d-y6d
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d1e-kcd-xtc
title: Oxyloma elegans (Risso, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p42-4v5-dat
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y7e-v48-3az
title: Brotia sumatrensis (Brot, 1875)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/58q-ktm-jgn
title: Stomatella planulata Lamarck, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rep-077-wje
title: Agathistoma fasciatum (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/csv-zb6-p2h
title: Turbo marmoratus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lkg-g47-lgz
title: Strombina maculosa (G. B. Sowerby I, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t23-47n-mw8
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tlk-pqz-gv4
title: Theodoxus baeticus (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yjw-1dn-ab5
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kmm-xv1-a7r
title: Chiton glaucus J. E. Gray, 1828

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y0g-8bc-xln
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nf8-27g-jdb
title: Patella ulyssiponensis Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.25381/cput.28704686
title: Spatial Economic Analysis of the Port of Cape Town and its Environs

description: Ethics clearance reference number: 223233307/2024/8Spatial data of logistics firms in Paarden Eiland located near the Port of Cape Town. The shapefiles of logistics firms included in the data set are couriers, distributors, freight, logistics, movers, packaging, suppliers, warehousing.
DOI: 10.25381/cput.28704686.v1
title: Spatial Economic Analysis of the Port of Cape Town and its Environs

description: Ethics clearance reference number: 223233307/2024/8Spatial data of logistics firms in Paarden Eiland located near the Port of Cape Town. The shapefiles of logistics firms included in the data set are couriers, distributors, freight, logistics, movers, packaging, suppliers, warehousing.
DOI: 10.3535/e1v-slq-zzl
title: Belloliva leucozona (A. Adams & Angas, 1864)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p64-bhw-dcs
title: Clio pyramidata Linnaeus, 1767

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6x3-461-cn3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/psb-l01-p22
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5qh-p08-9fj
title: Chiton Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pjz-wwv-hsj
title: Cellana talcosa (A. Gould, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qsn-jnc-6jl
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/348-1da-6qa
title: Alvania watsoni (Schwartz von Mohrenstern, 1873)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yzp-rr0-wrl
title: Acanthochitona fascicularis (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kqa-dwd-rhl
title: Diacavolinia longirostris (Blainville, 1821)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pdf-a3f-kb8
title: Pleurobranchus Cuvier, 1804

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/whd-7fq-hwj
title: Leucozonia nassa (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sv1-bsr-sq6
title: Concholepas concholepas (Bruguière, 1789)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ydk-7f1-k33
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/02a-kaa-17c
title: Nerita albicilla Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mwe-dqz-q5m
title: Trochus nigropunctatus Reeve, 1861

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3yk-a07-6s3
title: Patella pellucida Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8tp-7b4-mv5
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bkg-qne-at4
title: Calliostoma formosense E. A. Smith, 1907

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/54w-2t7-44f
title: Diacria trispinosa (Blainville, 1821)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zta-5a2-mxr
title: Cymbulia peronii Blainville, 1818

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ccb-t9d-49g
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ep2-jgm-ebh
title: Steromphala divaricata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/emw-j5a-257
title: Vittina turrita (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qym-sx1-nfb
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xf5-hrb-277
title: Eoacmaea pustulata (Helbling, 1779)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ac9-pl4-wm8
title: Lottia leucopleura (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ene-br0-7jj
title: Callistochiton shuttleworthianus Pilsbry, 1893

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.25381/cput.28593101
title: A machine learning approach for master patient index record linkage and deduplication

description: Ethics Reference No: 209113723/2023/1Source Code is available on Github. The datasets are used to reproduce the same results: https://github.com/DHollenbach/record-linkage-and-deduplication/blob/main/README.mdAbstract:<br>The research emphasised the vital role of a Master Patient Index (MPI) solution in addressing the challenges public healthcare facilities face in eliminating duplicate patient records and improving record linkage. The study recognised that traditional MPI systems may have limitations in terms of efficiency and accuracy. To address this, the study focused on utilising machine learning techniques to enhance the effectiveness of MPI systems, aiming to support the growing record linkage healthcare ecosystem.<br>It was essential to highlight that integrating machine learning into MPI systems is crucial for optimising their capabilities. The study aimed to improve data linking and deduplication processes within MPI systems by leveraging machine learning techniques. This emphasis on machine learning represented a significant shift towards more sophisticated and intelligent healthcare technologies. Ultimately, the goal was to ensure safe and efficient patient care, benefiting individuals and the broader healthcare industry.This research investigated the performance of five machine learning classification algorithms (random forests, extreme gradient boosting, logistic regression, stacking ensemble, and deep multilayer perceptron) for data linkage and deduplication on four datasets. These techniques improved data linking and deduplication for use in an MPI system.The findings demonstrate the applicability of machine learning models for effective data linkage and deduplication of electronic health records. The random forest algorithm achieved the best performance (identifying duplicates correctly) based on accuracy, F1-Score, and AUC-score for three datasets (Electronic Practice-Based Research Network (ePBRN): Acc = 99.83%, F1-score = 81.09%, AUC = 99.98%; Freely Extensible Biomedical Record Linkage (FEBRL) 3: Acc = 99.55%, F1-score = 96.29%, AUC = 99.77%; Custom-synthetic: Acc = 99.98%, F1-score = 99.18%, AUC = 99.99%). In contrast, the experimentation on the FEBRL4 dataset revealed that the Multi-Layer Perceptron Artificial Neural Network (MLP-ANN) and logistic regression algorithms outperformed the random forest algorithm. The performance results for the MLP-ANN were (FEBRL4: Acc = 99.93%, F1-score = 96.95%, AUC = 99.97%). For the logistic regression algorithm, the results were (FEBRL4: Acc = 99.99%, F1 = 96.91%, AUC = 99.97%).In conclusion, the results of this research have significant implications for the healthcare industry, as they are expected to enhance the utilisation of MPI systems and improve their effectiveness in the record linkage healthcare ecosystem. By improving patient record linking and deduplication, healthcare providers can ensure safer and more efficient care, ultimately benefiting patients and the industry.<br>
DOI: 10.25381/cput.28593101.v1
title: A machine learning approach for master patient index record linkage and deduplication

description: Ethics Reference No: 209113723/2023/1Source Code is available on Github. The datasets are used to reproduce the same results: https://github.com/DHollenbach/record-linkage-and-deduplication/blob/main/README.mdAbstract:<br>The research emphasised the vital role of a Master Patient Index (MPI) solution in addressing the challenges public healthcare facilities face in eliminating duplicate patient records and improving record linkage. The study recognised that traditional MPI systems may have limitations in terms of efficiency and accuracy. To address this, the study focused on utilising machine learning techniques to enhance the effectiveness of MPI systems, aiming to support the growing record linkage healthcare ecosystem.<br>It was essential to highlight that integrating machine learning into MPI systems is crucial for optimising their capabilities. The study aimed to improve data linking and deduplication processes within MPI systems by leveraging machine learning techniques. This emphasis on machine learning represented a significant shift towards more sophisticated and intelligent healthcare technologies. Ultimately, the goal was to ensure safe and efficient patient care, benefiting individuals and the broader healthcare industry.This research investigated the performance of five machine learning classification algorithms (random forests, extreme gradient boosting, logistic regression, stacking ensemble, and deep multilayer perceptron) for data linkage and deduplication on four datasets. These techniques improved data linking and deduplication for use in an MPI system.The findings demonstrate the applicability of machine learning models for effective data linkage and deduplication of electronic health records. The random forest algorithm achieved the best performance (identifying duplicates correctly) based on accuracy, F1-Score, and AUC-score for three datasets (Electronic Practice-Based Research Network (ePBRN): Acc = 99.83%, F1-score = 81.09%, AUC = 99.98%; Freely Extensible Biomedical Record Linkage (FEBRL) 3: Acc = 99.55%, F1-score = 96.29%, AUC = 99.77%; Custom-synthetic: Acc = 99.98%, F1-score = 99.18%, AUC = 99.99%). In contrast, the experimentation on the FEBRL4 dataset revealed that the Multi-Layer Perceptron Artificial Neural Network (MLP-ANN) and logistic regression algorithms outperformed the random forest algorithm. The performance results for the MLP-ANN were (FEBRL4: Acc = 99.93%, F1-score = 96.95%, AUC = 99.97%). For the logistic regression algorithm, the results were (FEBRL4: Acc = 99.99%, F1 = 96.91%, AUC = 99.97%).In conclusion, the results of this research have significant implications for the healthcare industry, as they are expected to enhance the utilisation of MPI systems and improve their effectiveness in the record linkage healthcare ecosystem. By improving patient record linking and deduplication, healthcare providers can ensure safer and more efficient care, ultimately benefiting patients and the industry.<br>
DOI: 10.3535/3xe-xsy-pc7
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/509-x88-hkh
title: Phyllocoma scalariformis (Broderip, 1833)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h0p-a7h-gha
title: Zalipais lissa (Suter, 1908)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c07-2xt-qvv
title: Calidviana littoricola (L. Pfeiffer & Gundlach, 1860)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yf3-wra-q4k
title: Lithopoma caelatum (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/swe-axh-5jh
title: Fissurella barbadensis (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wxs-r0e-pbc
title: Septaria luzonica (Souleyet, 1842)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c81-0hv-3l2
title: Calliostoma pulchrum (C. B. Adams, 1850)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dc3-qn8-7v6
title: Acanthopleura gemmata (Blainville, 1825)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jrw-9d3-5wg
title: Diodora gibberula (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xbe-ll7-hrc
title: Heteranomia squamula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mh5-8lg-hl6
title: Clio pyramidata Linnaeus, 1767

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/43j-yb1-3mb
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h8b-b4p-c51
title: Nerita litterata Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a3j-x3n-8jn
title: Neritina pulligera (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ymj-xzl-e5q
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0fy-dxc-rxp
title: Clio pyramidata Linnaeus, 1767

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4he-v0v-cqe
title: Hemimarginula pumila (A. Adams, 1852)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qhv-lf1-dgg
title: Cymbulia peronii Blainville, 1818

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d3a-tsa-zmd
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hy9-2bx-hqq
title: Nerita maxima Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9jk-ax4-8q9
title: Polyplacophora Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nxq-mml-31f
title: Diacria trispinosa (Blainville, 1821)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lja-2fb-vj5
title: Scutellastra tabularis (Krauss, 1848)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qhm-sdt-f0d
title: Scurria zebrina (Lesson, 1831)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/30x-wx9-fjb
title: Brotia H. Adams, 1866

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lba-de4-3a2
title: Gelagna succincta (Linnaeus, 1771)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/26x-ywl-1lp
title: Clio piatkowskii van der Spoel, Schalk & Bleeker, 1992

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8g2-ctz-y2x
title: Clio pyramidata Linnaeus, 1767

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9bf-5te-hzd
title: Patella ulyssiponensis Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sv6-j38-nwj
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tmt-des-5ld
title: Hexaplex angularis (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jsp-9mc-jfh
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4r6-q4e-4l8
title: Clio pyramidata Linnaeus, 1767

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yhc-fwl-elp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4vh-2kq-vnw
title: Clithon corona (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9w9-tql-183
title: Ividia havanensis (Pilsbry & Aguayo, 1933)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/126-15g-d6z
title: Clio pyramidata Linnaeus, 1767

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z55-4k7-qyc
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eky-98e-gqk
title: Nerita versicolor Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/et6-app-s4c
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pkk-4t2-dxd
title: Diodora J. E. Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dbp-dqh-0bq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ft3-sj3-qv9
title: Gigahomalopoma amussitatum (A. Gould, 1861)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/895-9d5-atq
title: Hydrocena Küster, 1844

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ckf-03s-wk7
title: Cavolinia inflexa (Lesueur, 1813)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/da8-rmv-65z
title: Nerita tessellata Gmelin, 1791

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