cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/0a8-q2h-npr
title: Philalanka kusana (Aldrich, 1889)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lwx-qcg-q87
title: Bathyarca pectunculoides (Scacchi, 1835)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cfj-ae2-myt
title: Succinea gyrata J. S. Gibbons, 1879

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s7j-naa-p6p
title: Moussonia papuana Tapparone Canefri, 1883

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x2c-yvt-z88
title: Ennucula dalmasi (Dautzenberg, 1900)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/emn-w09-0f2
title: Monetaria annulus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y7w-e66-gqm
title: Vitreolina incurva (Bucquoy, Dautzenberg & Dollfus, 1883)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1yz-zmf-5c6
title: Thaumastus E. von Martens, 1860

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lwp-8bp-krj
title: Oxymeris areolata (Link, 1807)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/svr-j13-j7q
title: Neocardia G. B. Sowerby III, 1892

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yq8-ez2-9qq
title: Aegopinella nitidula (Draparnaud, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mmc-gwz-s0v
title: Scutalus Albers, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t2b-x33-89y
title: Callista florida (Lamarck, 1818)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ddz-qnd-pjq
title: Gyraulus chinensis (Dunker, 1848)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y8g-fst-63j
title: Hydatina physis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/78y-jx8-m5k
title: Scaphander watsoni Dall, 1881

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/59l-0rg-kyx
title: Albinaria grisea grisea (Deshayes, 1835)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j18-9y3-a3w
title: Ferussacia Risso, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kt3-lz8-bha
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s0h-qgs-6ra
title: Myurella conspersa (Hinds, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4da-db6-s1g
title: Quechua salteri (G. B. Sowerby III, 1890)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q43-en7-mmj
title: Echinolittorina lemniscata (R. A. Philippi, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2c4-xqd-jks
title: Jujubinus striatus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sbq-b1r-hgx
title: Pinctada margaritifera (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/51w-8n2-kl9
title: Kaliella doliolum (L. Pfeiffer, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ezw-wvm-hy9
title: Diplomorpha delautouri (Hartman, 1886)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/flv-9x7-0wh
title: Carpathica cretica (Forcart, 1950)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ldm-pmz-09a
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/30n-r4h-0zf
title: Sultana sultana (Dillwyn, 1817)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.7910/dvn/oioj5u
title: Muscle Memory of Exercise Optimizes Mitochondrial Metabolism to Support Skeletal Muscle Growth

description: Supplementary materials for AJP Cell Physiology
DOI: 10.3535/5s8-a40-bgm
title: Rugalucina vietnamica (Zorina, 1978)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c7a-40s-kgj
title: Rugalucina vietnamica (Zorina, 1978)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/z3g9sdzm3y
title: Association Between Novel Inflammatory Markers and Arteriovenous Fistula Maturation Failure: A Predictive Model Based on Logistic Regression

description: In this retrospective cohort study of 144 patients with end-stage renal disease undergoing arteriovenous fistula (AVF) creation, we assessed preoperative systemic inflammatory and nutritional biomarkers—including platelet-to-lymphocyte ratio (PLR), neutrophil-to-lymphocyte ratio (NLR), systemic inflammation response index (SIRI), systemic immune-inflammation index (SII), albumin-to-alkaline phosphatase ratio (AAPR), and fibrinogen-to-albumin ratio (FAR)—and developed a multivariate logistic regression model to predict AVF maturation failure. We found that advanced age and elevated levels of PLR, SII, and FAR were significantly associated with AVF maturation failure. The final model, which incorporated all six markers, achieved an area under the ROC curve (AUC) of 0.794, outperforming individual biomarkers and prior prediction models. We also derived a practical scoring system to stratify patients by their risk of AVF failure.
DOI: 10.3535/5st-k1x-cf3
title: Trochulus hispidus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zjx-w35-zyl
title: Trochulus hispidus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9lq-z67-byk
title: Xeromunda candiota (L. Pfeiffer, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/z3g9sdzm3y.1
title: Association Between Novel Inflammatory Markers and Arteriovenous Fistula Maturation Failure: A Predictive Model Based on Logistic Regression

description: In this retrospective cohort study of 144 patients with end-stage renal disease undergoing arteriovenous fistula (AVF) creation, we assessed preoperative systemic inflammatory and nutritional biomarkers—including platelet-to-lymphocyte ratio (PLR), neutrophil-to-lymphocyte ratio (NLR), systemic inflammation response index (SIRI), systemic immune-inflammation index (SII), albumin-to-alkaline phosphatase ratio (AAPR), and fibrinogen-to-albumin ratio (FAR)—and developed a multivariate logistic regression model to predict AVF maturation failure. We found that advanced age and elevated levels of PLR, SII, and FAR were significantly associated with AVF maturation failure. The final model, which incorporated all six markers, achieved an area under the ROC curve (AUC) of 0.794, outperforming individual biomarkers and prior prediction models. We also derived a practical scoring system to stratify patients by their risk of AVF failure.
DOI: 10.3535/1ad-kzv-k59
title: Conus leopardus (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7hf-y61-63t
title: Hydatina physis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/776-lla-pyd
title: Xeropicta akrotirica E. Gittenberger, 1991

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lkp-cr0-ecv
title: Stereophaedusa inclyta (Pilsbry, 1908)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/93g-dxj-2n0
title: Cepaea hortensis (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nh3-58r-w74
title: Myosotella myosotis (Draparnaud, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/daa-7v0-bgx
title: Hastula anomala (Gray, 1834)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v7e-kye-sfm
title: Plectostylus coquimbensis (Broderip, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ben-wh6-d7t
title: Plectostylus coquimbensis (Broderip, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vt3-9lv-rzr
title: Ctenocardia lisae ter Poorten, 2023

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qfv-a8v-kqw
title: Tricolia petiti (Craven, 1882)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yzd-n38-9wn
title: Bostryx Troschel, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qnk-h5p-2ck
title: Arion ater rufus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vs2-zbm-qhl
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3ft-wy3-krg
title: Deroceras reticulatum (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q1s-grd-ng9
title: Truncatellina cylindrica (A. Férussac, 1807)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ng3-p6a-h6t
title: Marginella rosea Lamarck, 1822

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h70-k4n-9er
title: Nucula semiornata A. d'Orbigny, 1842

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/twx-fb8-7ts
title: Lioconcha tigrina (Lamarck, 1818)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cvx-p4r-xfh
title: Gastropoda Cuvier, 1795

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

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5cc-rn0-2lz
title: Margarites angulatus Galkin, 1955

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zty-gsj-hl3
title: Pomatias canariensis (A. d'Orbigny, 1840)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z4h-nkq-tr6
title: Leptopecten bavayi (Dautzenberg, 1900)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2at-cq9-feq
title: Thaumastus sangoae (Tschudi, 1852)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/emn-nx7-qgv
title: Scabrotrophon nodulosus (A. N. Golikov, 1985)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/pxh387fwbs.1
title: Raw dataset for “Avatar-Mediated Learning in the Metaverse for Sign Language Education”

description: This dataset contains raw data comparing traditional face-to-face instruction and metaverse-based avatar-mediated learning for sign language education.

File structure
Page 1: Learning Motivation (21 questionnaire items)
Page 2: Learning Outcomes (6 performance tests + total score)

Key variable
Learning_Approach: 0 = Traditional, 1 = Metaverse

Demographics
Gender (Male/Female)
Age group (12–15, 16–18, 19–24)
Education level (Secondary, University)

Learning Outcome Measures
WMT: Word Memory Test
SPA: Sign Position Accuracy Test
ET: Expressive Test
RT: Receptive Test
IT: Interaction Test
GT: Grammar Test
Total_Mark: Sum of all above tests

Motivation Questionnaire Scores
(Self-Determination Theory + Expectancy-Value Theory)
Autonomy (A1–A4)
Relatedness (R1–R4)
Competence (Cm1–Cm3)
Value (V1–V3)
Cost (C1–C3)
Learning Motivation (LM1–LM4)

Questionnaire:
Autonomy (4 items)
1. During the class, I feel interest about the sign language learning and enjoy it.
2. During the class, I feel challenging about the sign language learning.
3. Under this learning environment, my curiosity to the sign language learning increased.
4. Learning sign language will be beneficial for my future goals or career.
Relatedness (4 items)
5. Under this learning environment, you feel connected to your classmates.
6. Under this learning environment, you feel support by your classmates while learning.
7. Under this learning environment, you feel connected to your tutor.
8. Under this learning environment, you feel support by your teacher while learning.
Competence (3 items)
9. Under this learning environment, I am able to learn sign language class.
10. Under this learning environment, If I try hard enough, then I will understand the sign language class.
11. Before the lesson, I'm confident I can understand the most complex sign language.
Value (3 items)
12. Under this learning environment, I think it is important for me to learn sign language.
13. I think the sign language course is useful for me to learn.
14. Learning sign language will be beneficial for my future goals or career.
Cost (3 items)
15. When I take a test I think about how poorly I am doing compared with other students.
16. When I take a test I think about items on other parts of the test I can't answer.
17. I often worry that the time I spend learning sign language could be used for other important tasks.
Learning Motivation (4 items)
18. Under this learning environment, I feel excited to learn sign language.
19. Under this learning environment, I have high expectation to learning new things in the class.
20. I anticipated fruitful learning experience in the sign language class.
21. I am optimistic about having great experience in learning sign language.
DOI: 10.3535/51j-txv-fjk
title: Xerotricha corderoi (E. Gittenberger & Manga, 1977)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f0y-rmm-3g1
title: Haliotis varia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/04q-sk2-0p2
title: Stenochiton pilsbryanus (Bednall, 1897)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5x6-39c-sb7
title: Stenoplax limaciformis (G. B. Sowerby I, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5hm-14p-z8d
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/drq-mc7-gnj
title: Diplommatina adversa (H. Adams & A. Adams, 1851)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/20c-mpg-x8h
title: Maizaniella preussi (E. von Martens, 1892)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qdt-tvf-ccv
title: Oxymeris maculata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/de9-8sq-l5n
title: Mauritia arabica arabica (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m46-48k-zst
title: Cernuella aginnica (Locard, 1882)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wj1-4wb-54a
title: Theba geminata (Mousson, 1857)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4r3-gvv-bbp
title: Limax hemmeni Rähle, 1983

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mt7-1am-727
title: Conus bullatus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2jk-r7s-tq0
title: Oxyloma sarsii (Esmark, 1886)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/81q-9wl-vkh
title: Aporrhais pespelecani (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hxr-j4j-qr3
title: Turritella algida Melvill & Standen, 1912

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t2h-6bq-8hf
title: Hydatina physis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pys-tr4-ptf
title: Coralliophila violacea (Kiener, 1836)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wf1-e46-91f
title: Planispira zonaria (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/351-8c2-36c
title: Aporrhais pespelecani (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/42j-9dw-le1
title: Ennucula dalmasi (Dautzenberg, 1900)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/74l-626-s2z
title: Arianta arbustorum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/2s9mbcpn9x
title: Taxa assembly and trait partitioning contribute similarly to soil invertebrate functional diversity along secondary succession in the eastern Tibetan Plateau

description: Destroyed and abandoned forests have driven extensive secondary succession. Yet how functional diversity emerges in soil invertebrate communities, particularly the roles of taxa assembly and trait partitioning in shaping it along secondary succession remains unclear. To address this gap, we developed a novel “taxonomic diversity-functional distance” analytical approach. We applied this approach to examine soil invertebrate functional diversity and its links to environments and soil functioning across secondary succession in the eastern Tibetan Plateau, including secondary grassland, shrubland, arboreal forest, and primary forest. We found that soil invertebrate functional α diversity (functional richness within plots) generally increased with succession, though it fluctuated with tree identity in the arbor forest stage. Functional β diversity (functional dissimilarity among plots) showed the opposite trend. This functional diversity was jointly shaped by taxonomic α/β diversity (taxonomic richness/dissimilarity) and functional α/β distance (trait partition within/among plots), with comparable contributions. Plant resources and soil microhabitats not only positively related to taxa assembly but also enhanced trait partitioning within plots. These processes collectively expanded functional space (functional α diversity) and subsequently supported soil multifunctionality across succession. Our study advances trait-based soil invertebrate ecology by elucidating dual recovery pathways for invertebrate functionality. It highlights that trait partitioning underlies soil ecosystem functioning, complementing the previous focus on taxa assembly. Testing these mechanisms across biomes and scales will inform targeted ecosystem management, enhancing the functional benefits of soil biology conservation in global restoration.

Description of the data and file structure

The dataset includes soil invertebrate indices, environmental factors related to soil invertebrates, and soil functions. The data used for statistical modeling were integrated into the Finaldata spreadsheet.

Files and variables
Invertebrate indices.xlsx: Taxonomic diversity, functional distances, and functional diversity of soil nematodes and arthropods.

Environments.xlsx: Microhabitats required by soil invertebrates, microbial biomass as prey, and plant attributes reflecting primary resources.

Finaldata.xlsx: Dimension-reduced environmental factors and heterogeneity, average soil invertebrate alpha and beta diversity (from nematodes and arthropods), and soil alpha and beta multifunctionality.
DOI: 10.3535/2y6-8rf-zmk
title: Eubrephulus peloponnesicus (E. Gittenberger, 1984)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z34-wnz-hmd
title: Conus omaria Hwass, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hj2-ba1-swq
title: Argopecten irradians (Lamarck, 1819)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rbe-dz8-jm0
title: Albinaria praeclara praeclara (L. Pfeiffer, 1853)

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