cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/nhtksk9vjz.1
title: Stakeholders' Roles in Promoting Positive Mental Health

description: This dataset contains raw quantitative survey data collected to investigate the perceived roles and responsibilities of various stakeholders in promoting the positive mental health of construction workers. The data was obtained using a structured questionnaire distributed to workers within the construction industry in Lagos State, Nigeria. This dataset is a valuable resource for researchers, policymakers, and industry professionals interested in occupational health and safety, mental well-being, and construction management. It provides empirical evidence that can be used for statistical analysis to identify key stakeholder responsibilities, inform policy development, and design targeted interventions to improve the psychological well-being of construction workers.
DOI: 10.3535/jle-8na-gs6
title: Dermomurex scalaroides (Blainville, 1829)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z7c-5vl-887
title: Myonera paucistriata Dall, 1886

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k91-m51-ftj
title: Bractechlamys corallinoides (A. d'Orbigny, 1840)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2l5-9c1-yhk
title: Oudardia compressa (Brocchi, 1814)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5cf-ev4-y2f
title: Cellana testudinaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6py-het-amh
title: Septaria porcellana (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d2j-kmj-r46
title: Margarites groenlandicus (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q5w-9sg-6h0
title: Calliostoma zizyphinum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/46c-wcm-840
title: Clanculus jussieui (Payraudeau, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5qj-cnk-afd
title: Cellana ornata (Dillwyn, 1817)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cds-7nn-442
title: Monodonta labio (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f93-h7y-egd
title: Fissurella nubecula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tss-wg4-14d
title: Mesalia opalina (A. Adams & Reeve, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/36w-2m7-aah
title: Pomatias lanzarotensis (Wollaston, 1878)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yay-56q-xwb
title: Pomatias elegans (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eqb-afx-v0a
title: Calliostomatidae Thiele, 1924 (1847)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xd7-6xa-6e4
title: Cochlostoma tessellatum griseum (Mousson, 1859)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9rn-2yb-2mf
title: Nerita albicilla Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w0w-dvp-5br
title: Varicorbula gibba (Olivi, 1792)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/6dcrcrphbx
title: Dataset on Services and Customer Satisfaction with Innovation Perceptions as Moderating Variable in Indonesia

description: Purpose – This study examines the impact of service quality dimensions on customer satisfaction in public libraries and explores examine the role of innovation both as a direct predictor and as a potential moderating variable. While libraries must adapt their services to meet evolving user needs in the digital era. The study reveals that innovation directly influences customer satisfaction rather than strengthening the relationship between service quality and satisfaction.
Design/methodology/approach – This research employs Structural Equation Modeling (SEM) with data collected via questionnaires from 250 active library users across the multiple cities in East Java Indonesia, including of Surabaya, Malang, Kediri, Nganjuk, and Ponorogo. in East Java Province, Indonesia.
Findings – The analysis shows that the Tangibility (X2) and Empathy (X5) dimensions significantly affect customer satisfaction (Y), and Innovation (Z) also exhibits a significant direct effect. However, Reliability (X1), Responsiveness (X3), and Assurance (X4) do not significantly impact satisfaction.
Originality/value – The study contributes to the understanding of innovation's role in public service settings, demonstrating that innovation functions as a direct antecedent to satisfaction rather than a moderator between service quality dimensions and customer satisfaction.
DOI: 10.3535/m54-l86-5g5
title: Wattebledia crosseana (Wattebled, 1884)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pte-mwt-crw
title: Peringia Paladilhe, 1874

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hh6-8xm-4yc
title: Pusillina benzi (Aradas & Maggiore, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/6dcrcrphbx.1
title: Dataset on Services and Customer Satisfaction with Innovation Perceptions as Moderating Variable in Indonesia

description: Purpose – This study examines the impact of service quality dimensions on customer satisfaction in public libraries and explores examine the role of innovation both as a direct predictor and as a potential moderating variable. While libraries must adapt their services to meet evolving user needs in the digital era. The study reveals that innovation directly influences customer satisfaction rather than strengthening the relationship between service quality and satisfaction.
Design/methodology/approach – This research employs Structural Equation Modeling (SEM) with data collected via questionnaires from 250 active library users across the multiple cities in East Java Indonesia, including of Surabaya, Malang, Kediri, Nganjuk, and Ponorogo. in East Java Province, Indonesia.
Findings – The analysis shows that the Tangibility (X2) and Empathy (X5) dimensions significantly affect customer satisfaction (Y), and Innovation (Z) also exhibits a significant direct effect. However, Reliability (X1), Responsiveness (X3), and Assurance (X4) do not significantly impact satisfaction.
Originality/value – The study contributes to the understanding of innovation's role in public service settings, demonstrating that innovation functions as a direct antecedent to satisfaction rather than a moderator between service quality dimensions and customer satisfaction.
DOI: 10.3535/fl0-xp3-71s
title: Cochlostoma philippianum (Gredler, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z3f-swk-856
title: Clithon angulosum (Récluz, 1843)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4fd-tj6-tp3
title: Gibbula magus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y51-qyc-8wm
title: Phorcus turbinatus (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8ad-50g-de5
title: Rochia conus (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j8w-m9e-yah
title: Steromphala umbilicalis (da Costa, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a85-sbq-4yl
title: Neritidae Rafinesque, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/78t-559-zjw
title: Parviturbo Pilsbry & T. L. McGinty, 1945

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/saa-rgl-66k
title: Bythinella austriaca (Frauenfeld, 1857)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jzt-zme-pgr
title: Littorina fabalis (W. Turton, 1825)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vgb-9k6-088
title: Tegula xanthostigma (A. Adams, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/n66hhk695h
title: A Smartphone Camera Based RGB Video Dataset of Natural Hand Gestures

description: This dataset contains 1,352 high-quality RGB video recordings of 13 everyday hand gestures, captured entirely with a Samsung Galaxy S23 smartphone in a variety of real-world lighting conditions. It has been created to support gesture recognition research on consumer-grade devices, without relying on depth or infrared sensors, in order to emphasize practical and cost-effective solutions. The recordings feature 26 participants, with all participants performing gestures in a full-body view and two participants additionally performing gestures in a hand-only view. For each gesture, there are 92 full-body videos and 12 hand-only videos, resulting in 104 videos per gesture.

The dataset captures natural variation in appearance and environment, with gestures performed under a wide range of lighting conditions, including outdoor daylight, dim indoor light, green and red LED lights, backlit scenes, natural white light, and warm light. Each video has been standardized to a resolution of 640×640 pixels at 30 frames per second, encoded in H.264 format, and contains no audio. Unlike some gesture datasets, this collection does not include extracted frames. All data is provided as complete video clips to allow maximum flexibility in preprocessing and model design.

The directory structure is organized by gesture class and capture mode, with a dedicated folder for each modality (“full_body” or “hand_only”). A comprehensive metadata file, metadata.csv, is provided at the root of the dataset. This file contains, for each video, the filename, gesture label, participant identifier, take number, capture mode, relative video path, duration in seconds, frame rate, and video resolution. This enables straightforward filtering, indexing, and integration into machine learning workflows.

With its combination of diverse participants, varied lighting, and multiple capture perspectives, this dataset provides a realistic and challenging benchmark for developing and evaluating gesture recognition systems. It is particularly well-suited for research that aims to achieve robustness against lighting changes, performer variability, and environmental diversity, as well as for projects exploring mobile-friendly, real-world computer vision solutions.
DOI: 10.3535/mmc-nmr-hpc
title: Neritidae Rafinesque, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0fl-95g-x26
title: Drupa morum Röding, 1798

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4fj-k2t-pav
title: Cymbula granatina (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/n66hhk695h.2
title: A Smartphone Camera Based RGB Video Dataset of Natural Hand Gestures

description: This dataset contains 1,352 high-quality RGB video recordings of 13 everyday hand gestures, captured entirely with a Samsung Galaxy S23 smartphone in a variety of real-world lighting conditions. It has been created to support gesture recognition research on consumer-grade devices, without relying on depth or infrared sensors, in order to emphasize practical and cost-effective solutions. The recordings feature 26 participants, with all participants performing gestures in a full-body view and two participants additionally performing gestures in a hand-only view. For each gesture, there are 92 full-body videos and 12 hand-only videos, resulting in 104 videos per gesture.

The dataset captures natural variation in appearance and environment, with gestures performed under a wide range of lighting conditions, including outdoor daylight, dim indoor light, green and red LED lights, backlit scenes, natural white light, and warm light. Each video has been standardized to a resolution of 640×640 pixels at 30 frames per second, encoded in H.264 format, and contains no audio. Unlike some gesture datasets, this collection does not include extracted frames. All data is provided as complete video clips to allow maximum flexibility in preprocessing and model design.

The directory structure is organized by gesture class and capture mode, with a dedicated folder for each modality (“full_body” or “hand_only”). A comprehensive metadata file, metadata.csv, is provided at the root of the dataset. This file contains, for each video, the filename, gesture label, participant identifier, take number, capture mode, relative video path, duration in seconds, frame rate, and video resolution. This enables straightforward filtering, indexing, and integration into machine learning workflows.

With its combination of diverse participants, varied lighting, and multiple capture perspectives, this dataset provides a realistic and challenging benchmark for developing and evaluating gesture recognition systems. It is particularly well-suited for research that aims to achieve robustness against lighting changes, performer variability, and environmental diversity, as well as for projects exploring mobile-friendly, real-world computer vision solutions.
DOI: 10.3535/d5l-lzr-wg7
title: Steromphala cineraria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ge7-zap-kzx
title: Nerita costata Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jxa-q43-jhj
title: Falsipyrgula barroisi (Dautzenberg, 1894)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/net-gnn-kam
title: Macomopsis cumana (O. G. Costa, 1830)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4t6-3zl-1x3
title: Pomatias elegans (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kwg-q5c-km7
title: Steromphala divaricata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0pb-1n9-t3v
title: Rissoa splendida Eichwald, 1830

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k2y-ehm-jk3
title: Lithopoma brevispina (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cnq-pfw-haq
title: Tegula ligulata (Menke, 1850)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.34740/kaggle/dsv/12755522
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.3535/05l-w9z-kjv
title: Cyclophorus perdix (Broderip & G. B. Sowerby I, 1830)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gq5-vdp-zyk
title: Lucidella lirata (L. Pfeiffer, 1847)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/6drcm3hy2h
title: Whole-Hemisphere BARseq profiles transcriptomic cell types and neuromodulatory gene expression at single-cell resolution

description: This dataset is the BARseq data used in the pre-print manuscript: "Cross-expression meta-analysis of 695 brain samples reveals coordinated gene expression across spatially adjacent cells"
DOI: 10.3535/a4m-d73-p0x
title: Echinolittorina Habe, 1956

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h9x-e2w-7f6
title: Leptopoma puniceum Tapparone Canefri, 1886

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/6drcm3hy2h.3
title: Whole-Hemisphere BARseq profiles transcriptomic cell types and neuromodulatory gene expression at single-cell resolution

description: This dataset is the BARseq data used in the pre-print manuscript: "Cross-expression meta-analysis of 695 brain samples reveals coordinated gene expression across spatially adjacent cells"
DOI: 10.3535/tcg-hqf-bht
title: Patella ulyssiponensis Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1ls-6y5-5bm
title: Tegula tridentata (Potiez & Michaud, 1838)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/90h-0rl-kye
title: Steromphala umbilicaris (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hch-0t0-4gk
title: Diodora J. E. Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r9l-7lv-c3d
title: Polyplacophora Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2ve-57y-91p
title: Talochlamys multistriata (Poli, 1795)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a0f-2en-evx
title: Ensis magnus Schumacher, 1817

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t5d-t8n-vtd
title: Annulariidae J. B. Henderson & Bartsch, 1920

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v6h-6jw-jyw
title: Phasianella solida (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rb0-6s8-xt4
title: Ditropopsis E. A. Smith, 1897

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/31x-xyr-fkl
title: Varicorbula gibba (Olivi, 1792)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j8q-ps3-wyh
title: Bolinus brandaris (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c50-dkw-1vs
title: Nerita Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jjw-5zq-vz1
title: Cochlostoma septemspirale septemspirale (Razoumowsky, 1789)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/04z-qlq-jjm
title: Calliostoma javanicum (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vqb-0h0-z9q
title: Clithon squarrosum (Récluz, 1843)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7ny-7fh-nde
title: Nerita undata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9xl-wpj-6sb
title: Littorina obtusata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/awl-qg5-dez
title: Lacuna vincta (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f2g-bkp-5yv
title: Phorcus richardi (Payraudeau, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1es-tnd-jg5
title: Bractechlamys corallinoides (A. d'Orbigny, 1840)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/403-vqa-jel
title: Rissoina A. d'Orbigny, 1841

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j8k-bhf-xwt
title: Arcopella balaustina (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7vs-bn9-rrd
title: Clanculus tonnerrei (G. Nevill & H. Nevill, 1874)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s5x-l7b-bd4
title: Opisthoporus corniculus (Mousson, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l5b-qm6-21l
title: Tegula pfeifferi (R. A. Philippi, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1qx-1e9-bra
title: Nerita exuvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7k1-d35-j1r
title: Theodoxus baeticus (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xza-6dn-tb8
title: Littorina obtusata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cj7-b7r-fc0
title: Pupinidae L. Pfeiffer, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8ry-egm-ntw
title: Asbjornsenia pygmaea (Lovén, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fn1-78d-5x7
title: Bythinella dunkeri (Frauenfeld, 1857)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/brs-jbg-3kl
title: Truncatella subcylindrica (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g1k-w57-mkg
title: Phorcus articulatus (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/87y-q2j-9ys
title: Astralium calcar (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p0p-spz-krs
title: Helicinidae A. Férussac, 1822

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v34-91y-5m8
title: Jujubinus Monterosato, 1884

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vg2-3za-vhc
title: Clithon domingense (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p2l-d7y-kqy
title: Umbonium Link, 1807

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/45q-qb7-n1x
title: Lottia limatula (P. P. Carpenter, 1864)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eed-w45-p8f
title: Emarginula paivana (Crosse, 1867)

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