cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57931/2565322
title: Model Calibration with Markov Chain Monte Carlo Tutorial

description: The purpose of this tutorial is to demonstrate how to use Markov chain Monte Carlo (MCMC) to calibrate a model. By calibration, we mean the selection of model parameters (and, when relevant, structures). A common goal in model development and diagnostics is calibration, or the identification of model structures and parameters which are consistent with data. While models can be calibrated through hand-tuning parameters or minimizing simple error metrics such as root-mean-square-error (RMSE), these approaches can underrepresent the probabilistic nature of the data-generating process, as well as the potential for multiple model configurations to be consistent with the data. Probabilistic uncertainty quantification, which is the topic of this notebook, can address these concerns. This tutorial is presented as an appendix to the e-book: Addressing Uncertainty in MultiSector Dynamics Research.
DOI: 10.34740/kaggle/dsv/11789455
title: OBELiX
DOI: 10.5281/zenodo.13909288
title: Metaproteomics reveals age-specific alterations of gut microbiome in hamsters with SARS-CoV-2 infection

description: The gut microbiome's pivotal role in health and disease is well-established. SARS-CoV-2 infection often causes gastrointestinal symptoms and is associated with changes of the microbiome in both human and animal studies. While hamsters serve as important animal models for coronavirus research, there exists a notable void in functional characterization of their microbiomes with metaproteomics. In this study, we present a workflow for analyzing the hamster gut microbiome, including a metagenomics-derived hamster gut microbial protein database and a data-independent acquisition metaproteomics method. Using this workflow, we identified 32419 protein groups from the fecal microbiomes of young and old hamsters infected with SARS-CoV-2 . We showed age-specific changes in the expressions of microbiome functions and host proteins associated with microbiomes, providing further functional insight into the dysbiosis and aberrant cross-talks between the microbiome and host in SARS-CoV-2 infection. Altogether this study established and demonstrated the capability of metaproteomics for the study of hamster microbiomes.
DOI: 10.5281/zenodo.13909289
title: Metaproteomics reveals age-specific alterations of gut microbiome in hamsters with SARS-CoV-2 infection

description: The gut microbiome's pivotal role in health and disease is well-established. SARS-CoV-2 infection often causes gastrointestinal symptoms and is associated with changes of the microbiome in both human and animal studies. While hamsters serve as important animal models for coronavirus research, there exists a notable void in functional characterization of their microbiomes with metaproteomics. In this study, we present a workflow for analyzing the hamster gut microbiome, including a metagenomics-derived hamster gut microbial protein database and a data-independent acquisition metaproteomics method. Using this workflow, we identified 32419 protein groups from the fecal microbiomes of young and old hamsters infected with SARS-CoV-2 . We showed age-specific changes in the expressions of microbiome functions and host proteins associated with microbiomes, providing further functional insight into the dysbiosis and aberrant cross-talks between the microbiome and host in SARS-CoV-2 infection. Altogether this study established and demonstrated the capability of metaproteomics for the study of hamster microbiomes.
DOI: 10.6084/m9.figshare.29043455
title: Interview Transcript.pdf

description: Organizational change is an unavoidable aspect of today’s business environment, especially within the manufacturing sector, which must constantly adjust to evolving market conditions and technological progress. Strong leadership is essential in conveying change to employees, facilitating seamless transitions, and reducing resistance. This research explores how leadership communication strategies are implemented during organizational change within the Sales Division of a manufacturing firm. Adopting a qualitative case study method, the study draws on in-depth interviews with both managerial staff and employees. The findings highlight that the success of organizational change is largely influenced by three main elements: transparent communication, clear and visionary leadership, and proactive employee involvement. The study underscores the vital role of open and persuasive leadership communication in supporting employees’ adaptation to organizational transformation.
DOI: 10.6084/m9.figshare.29040788
title: <b>Fatty acid analysis</b>

description: Collect cultured cells(1*10<sup>7</sup> cells per sample) into centrifuge tubes. After grinding and centrifugation of the cells, the supernatant was taken and vortexed with chloroform, centrifuged, and the lower layer liquid was taken and placed in a sample bottle. It was concentrated and dried, and dissolved in methanol.The cellular metabolites were dissolved in methanol using ultra high performance liquid chromatography ion mobility quadrupole time-of-flight mass spectrometer (Acquity I-class; Waters). Cell samples include PANC-1 and Capan-2 cells upon SCD knockdown or TGM2 knockdown. The experiment was conducted by Instrumental Analysis Center of Shanghai Jiao Tong University. The mobile phase A: Containing 0.1% formic acid water; mobile phase B: Containing 0.1% formic acid acetonitrile (1/1). The gradient was as follows: 95%A and 5%B (initial); 80%A and 20%B (5 min) ; 100%B (18 min); 95%A and 5%B (28 min) with a flow rate of 0.4ml/min in column BEH C18 1.7um，2.1*100mm, column temperature at 45℃. MS conditions were follows: the acquisition mode at MSE; ionization mode at ESI negative, capillary voltage at 2 KV (negative), cone voltage at 40 V, desolvation temperature at 450℃, desolvation gas at 900 L/h, cone gas at 50L/h, source temperature at 115℃, acquisition range at 50 to 1000 m/z, scan rate at 0.2 s, collision energy at 6 eV/20～45 eV; lockmass at 250 pg/μL of leucine enkephalin; flow rate at 10 μL/min; interval at 0.5 s; sample time at 0.5 s; collision energy at 6 eV. Data acquisition and analysis were carried out by Waters UNIFI 1.9.4. A series of FA samples is standard.
DOI: 10.15468/dl.zxztnz
title: Occurrence Download

description: A dataset containing 9431695 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 9431695 records from 2871 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027387-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12823813
title: Mashhad Housing Market Prices: 2025 Dataset
DOI: 10.3535/8yz-3a2-evz
title: Sertularella gayi (Lamouroux, 1821)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dda-2yy-m24
title: Haliotis tuberculata coccinea Reeve, 1846

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l77-3pw-qbw
title: Clausilia Draparnaud, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dgx-l5s-8qk
title: Limatula subauriculata (Montagu, 1808)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gr0-h4d-98v
title: Conus jaspideus Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/09m-8xb-06q
title: Bathyarca frielei (Friele, 1877)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5c8-edr-m1b
title: Limaria loscombi (G. B. Sowerby I, 1823)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l3b-kb6-4mk
title: Carychium minimum O. F. Müller, 1774

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y07-3ny-86s
title: Zonitoides nitidus (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ypm-dme-pv1
title: Hydrocena gutta Shuttleworth, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/syd-69s-91j
title: Vertigo pusilla O. F. Müller, 1774

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/thw-r61-4sf
title: Eudendrium ramosum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2b9-v0q-9mp
title: Conus cancellatus Hwass, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9kk-m2v-pmn
title: Nemertesia ramosa (Lamarck, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t4w-r54-r04
title: Chondrina gasulli E. Gittenberger, 1973

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t75-8jl-b81
title: Protatlanta souleyeti (E. A. Smith, 1888)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ycx-f14-b2g
title: Rhyssoplax aerea (Reeve, 1847)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5pq-dqf-cb5
title: Sepiola tridens de Heij & Goud, 2010

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zgz-162-f53
title: Cavolinia tridentata (Forsskål, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q94-z7v-7tp
title: Balea Gray, 1824

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0fc-4la-s4b
title: Acanthopleura granulata (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4g0-b1c-plx
title: Tellinidae Blainville, 1814

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/277-q7d-rf0
title: Limacina lesueurii (A. d'Orbigny, 1836)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/spc-nmq-hsq
title: Sepiola atlantica A. d'Orbigny, 1842

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0ac-4q2-n10
title: Euconulus fulvus (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8gr-dsw-52z
title: Ecrobia ventrosa (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kbr-n8y-skj
title: Littorina saxatilis (Olivi, 1792)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5ax-hza-rw7
title: Diphasia attenuata (Hincks, 1866)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6et-r4t-etn
title: Volvarina avena (Kiener, 1834)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7xt-mdn-4h1
title: Eucheilota maculata Hartlaub, 1894

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gma-14y-e59
title: Chama congregata Conrad, 1833

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1sr-2mr-wpg
title: Anomia ephippium Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1fl-nzr-wkb
title: Hydranthea margarica (Hincks, 1862)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j9z-x3c-5gr
title: Plotocnide borealis Wagner, 1885

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c3b-xqv-26q
title: Eudendrium rameum (Pallas, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9yq-6cp-n96
title: Solatopupa similis (Bruguière, 1792)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x1q-8y9-7w6
title: Eudendrium californicum Torrey, 1902

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w0t-n2p-4yh
title: Oxychilus cellarius (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1kt-j59-r3v
title: Pupilla muscorum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/le9-yp4-8z9
title: Helicidae Rafinesque, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0w6-1w6-asq
title: Euconulus alderi (J. E. Gray, 1840)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zbk-qt9-e3d
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.vdg9hv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.6.4_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Petaurista petaurista"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004384-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/85q-k36-gqe
title: Cerithium vulgatum Bruguière, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p2k-jgy-b1n
title: Hinea lineata (da Costa, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0yr-zb6-zg4
title: Epifungium nielsi Gittenberger & Gittenberger, 2005

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4v7-511-tcs
title: Bulimulus guadalupensis (Bruguière, 1789)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jvt-bdt-t3q
title: Hexaplex bifasciatus (A. Adams, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eb8-66r-tqc
title: Idiellana pristis (Lamouroux, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f9n-6y1-s66
title: Melampus coffea (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1ge-dqb-gqc
title: Acar clathrata (Defrance, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2bf-0yb-5rd
title: Doris pseudoargus Rapp, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l4c-ydz-qhd
title: Perpolita hammonis (Strøm, 1765)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/npp-b27-69a
title: Pyreneola semipicta (G. B. Sowerby III, 1894)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16600299
title: A Multimodal Dataset for Identifying Opportune Moments in Smart Home Environments

description: Abstract

As smart speakers become increasingly integrated into everyday life, there is growing interest in leveraging them to proactively deliver personalized services in smart home environments. In particular, delivering such proactive services at opportune moments, times when users are most receptive and willing to interact with provided service, can enhance user experience and engagement. However, delivering such services at inappropriate times can disturb users. Despite several studies on identifying opportune moments for proactive services, there is still a lack of publicly available datasets specifically designed to identify opportune moments in real-world home settings. To address this, we present a dataset, a real-world contextual dataset collected from 27 participants with diverse age groups over a three-week in-the-wild field study. The dataset was collected using a proactive service, SpeechMaster, implemented on commercial smart speakers. Our dataset consists of 2905 cases including contextual factors such as temporal, spatial, and behavioral contexts, and surrounding image and sound recordings. We believe that our dataset will advance the understanding and detection of opportune moments in smart home environments, grounded in rich contextual data collected in real-world scenarios. 

For those who need access to the image and sound data, please refer to the following link:https://gofile.me/7muuE/QBgcZ8zVE
DOI: 10.3535/tm7-zkl-896
title: Polititapes rhomboides (Pennant, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y8t-4lb-vqm
title: Codringtonia helenae Subai, 2005

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fck-x88-g26
title: Illex illecebrosus (Lesueur, 1821)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y8t-ws0-6wk
title: Rissoina bertholleti Issel, 1869

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g61-zl7-0lj
title: Tegula xanthostigma (A. Adams, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/raz-6dm-jrr
title: Pomatias elegans (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ebw-h48-4hv
title: Turbinidae Rafinesque, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7cx-x5m-dtr
title: Tylothais savignyi (Deshayes, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qnn-hjr-yf6
title: Turbo marmoratus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4p0-dk3-zem
title: Claremontiella nodulosa (C. B. Adams, 1845)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7lk-qqw-txe
title: Cyathopoma prestoni Sykes, 1897

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k62-ycn-z6j
title: Tudorella mauretanica (Pallary, 1898)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gtc-j63-klp
title: Melarhaphe neritoides (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sak-4k6-r8x
title: Poromya granulata (Nyst & Westendorp, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0xq-mz9-vee
title: Echinolittorina miliaris (Quoy & Gaimard, 1833)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qan-bwk-6zk
title: Turbo bruneus (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n1j-bbq-l9c
title: Trochus maculatus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z8t-j9n-q3e
title: Leptopoma L. Pfeiffer, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mc7-nwd-b5m
title: Pila scutata (Mousson, 1848)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/67e-4bz-xl5
title: Gracilipurpura craticulata (Bucquoy & Dautzenberg, 1882)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yq1-85w-khd
title: Plesiothyreus fischeri (Rochebrune, 1882)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2y1-0zb-ffg
title: Palliolum incomparabile (Risso, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8wj-jpb-573
title: Trochidae Rafinesque, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3bk-c1k-wys
title: Tectura virginea (O. F. Müller, 1776)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9d7-ef9-zpc
title: Cyclophorus diplochilus Möllendorff, 1894

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/en0-xqw-df6
title: Drupina grossularia (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v1y-8pm-dnv
title: Renea moutonii (Dupuy, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7zn-sy8-wta
title: Diodora inaequalis (G. B. Sowerby I, 1835)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p0q-yfy-5qb
title: Valvata piscinalis (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tlf-vmn-h40
title: Diodora listeri (A. d'Orbigny, 1850)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5qf-bx3-499
title: Conotalopia singaporensis (Pilsbry, 1889)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jhw-dqv-0yh
title: Nerita chamaeleon Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/527-5cm-tdb
title: Tricolia fordiana (Pilsbry, 1888)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dfq-fzf-k9v
title: Diloma aethiops (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.pzvp3r
title: Occurrence Download

description: A dataset containing 616 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leonnates persicus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 616 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004385-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/7h2-evz-62g
title: Margarites groenlandicus (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f3p-nnb-xyk
title: Nerita incerta von dem Busch, 1844

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