cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/z4k-01m-39p
title: Aliger gallus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f6w-59z-jqt
title: Rhinoclavis aspera (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tpr-tv6-826
title: Triphoridae J. E. Gray, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dh8-2g0-shw
title: Pleurocera Rafinesque, 1818

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7hr-s4a-79a
title: Naria erosa (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q94-t2j-38r
title: Burnupena catarrhacta (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8hf-pl0-qs7
title: Luria isabella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/khx-rxm-9es
title: Conuber conicum (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jv2-slj-gwq
title: Naria acicularis (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kad-c25-d73
title: Palmadusta asellus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/en1-2a5-tb6
title: Rissoa membranacea (J. Adams, 1800)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xg2-v4p-g7k
title: Monetaria annulus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/92q-zq6-t8b
title: Ovulidae J. Fleming, 1822

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fj0-zq9-pny
title: Turritella Lamarck, 1799

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g59-3ft-jqw
title: Turritella fultoni Melvill, 1897

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vas-thh-xsh
title: Persististrombus granulatus (Swainson, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/220-zz5-7d8
title: Cypraecassis testiculus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ly8-fr2-1h1
title: Melanopsis tricarinata (Bruguière, 1789)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/51h-7gm-vex
title: Cerithideopsis californica (Haldeman, 1840)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hhp-nk2-rts
title: Nucella lapillus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jkt-kh3-g92
title: Crepidula porcellana Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c2c-mbj-da8
title: Murex trapa Röding, 1798

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lmj-hmt-b2y
title: Cerithium lividulum Risso, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/43bhs5tdsc
title: Beyond awareness: How investor-initiated communications reduce corporate carbon emissions

description: This replication package contains all the available data, code, and instructions to reproduce the results presented in the paper:
Paper title: Beyond awareness: How investor-initiated communications reduce corporate carbon emissions
Authors: Zijun Luo, Mingyang Li, Xueqin Hu, Hao Xu
Journal Submission: Economic Modelling
DOI: 10.3535/r0d-x8n-wkg
title: Nassa serta (Bruguière, 1789)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/43bhs5tdsc.1
title: Beyond awareness: How investor-initiated communications reduce corporate carbon emissions

description: This replication package contains all the available data, code, and instructions to reproduce the results presented in the paper:
Paper title: Beyond awareness: How investor-initiated communications reduce corporate carbon emissions
Authors: Zijun Luo, Mingyang Li, Xueqin Hu, Hao Xu
Journal Submission: Economic Modelling
DOI: 10.3535/py0-346-t2d
title: Aclis minor (T. Brown, 1827)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x5b-rm6-e67
title: Melanella polita (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tz5-2n9-ktk
title: Naticidae Guilding, 1834

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xkm-c8f-prw
title: Erronea ovum (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n6r-v4b-0le
title: Terebralia palustris (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tzj-sb4-2k1
title: Cymatium femorale (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p4j-4xa-fk5
title: Pusillina philippi (Aradas & Maggiore, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/jy5vxystwd
title: Prediction of oxygen utilization and purge strategy optimization for proton exchange membrane fuel cell using an Artificial Neural Network approach

description: Data from experiments and MATLAB code for predicting oxygen utilization in an oxygen–hydrogen proton exchange membrane fuel cell.
Experimental data were used to train the ANN model under various purge operations (including purge interval and purge duration) and load levels. Several experimental data were used to validate the model. Additionally, the MATLAB code was used to predict oxygen utilization at new purge durations and to evaluate the model’s performance.
DOI: 10.3535/q6c-dt8-rh4
title: Eulima Risso, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xx6-7ky-s31
title: Laevistrombus canarium (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k77-ed6-zla
title: Cerithium scabridum R. A. Philippi, 1848

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kjs-kwz-g4s
title: Buccinidae Rafinesque, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/jy5vxystwd.2
title: Prediction of oxygen utilization and purge strategy optimization for proton exchange membrane fuel cell using an Artificial Neural Network approach

description: Data from experiments and MATLAB code for predicting oxygen utilization in an oxygen–hydrogen proton exchange membrane fuel cell.
Experimental data were used to train the ANN model under various purge operations (including purge interval and purge duration) and load levels. Several experimental data were used to validate the model. Additionally, the MATLAB code was used to predict oxygen utilization at new purge durations and to evaluate the model’s performance.
DOI: 10.3535/2bv-jhz-j3f
title: Cerithium dialeucum R. A. Philippi, 1849

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2pf-syg-qyn
title: Buccinidae Rafinesque, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/12n-bk7-hn1
title: Harpago chiragra (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vfb-ln7-ayr
title: Cerithium litteratum (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p3f-b3d-968
title: Monetaria annulus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5bw-xg5-fve
title: Luria cinerea (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rhk-l79-zrj
title: Rissoa membranacea (J. Adams, 1800)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3t5-qkb-hdr
title: Trivirostra oryza (Lamarck, 1810)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rfw-rgl-n28
title: Neverita lewisii (A. Gould, 1847)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lbd-b4s-rvg
title: Nucella lapillus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/st5-xev-zpn
title: Epitonium moolenbeeki van Aartsen, 1996

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bmx-z6y-t6v
title: Mesalia brevialis (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q2h-rxs-93q
title: Nucella squamosa (Lamarck, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.21954/ou.rd.29885618
title: REDEFINE (Germany): Interview with a port specialist A

description: This document forms part of the REDEFINE research project (ERC Grant No. 885475), funded by the European Research Council. REDEFINE focuses on the dynamics and effects of China’s large-scale infrastructure investments in Europe, with a focus on Germany, Greece, Hungary, and the UK. Through multi-sited fieldwork and interdisciplinary analysis, the project seeks to understand the evolving relations between China and Europe and to assess what this means for politics, economic growth and development more broadly.This anonymised transcript presents a semi-structured interview conducted with a port specialist A. The conversation contributes to REDEFINE’s case study of COSCO’s investment in Hamburg Port. All identifying details have been removed, and informed consent for participation and data use was obtained.
DOI: 10.21954/ou.rd.29885618.v1
title: REDEFINE (Germany): Interview with a port specialist A

description: This document forms part of the REDEFINE research project (ERC Grant No. 885475), funded by the European Research Council. REDEFINE focuses on the dynamics and effects of China’s large-scale infrastructure investments in Europe, with a focus on Germany, Greece, Hungary, and the UK. Through multi-sited fieldwork and interdisciplinary analysis, the project seeks to understand the evolving relations between China and Europe and to assess what this means for politics, economic growth and development more broadly.This anonymised transcript presents a semi-structured interview conducted with a port specialist A. The conversation contributes to REDEFINE’s case study of COSCO’s investment in Hamburg Port. All identifying details have been removed, and informed consent for participation and data use was obtained.
DOI: 10.3535/6kw-f54-1qm
title: Indothais gradata (Jonas, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8pt-l16-vrc
title: Tricornis tricornis ([Lightfoot], 1786)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rd4-x9q-vyz
title: Finella rufocincta (A. Adams, 1861)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kfn-819-9mc
title: Naria erosa (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a6e-2rf-grs
title: Luria isabella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aez-7dk-pw7
title: Lyncina vitellus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cd9-th6-1yy
title: Notocochlis dillwynii (Payraudeau, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ve1-t23-s8l
title: Polinices mammilla (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qgl-7hz-cve
title: Clypeomorus batillariaeformis Habe & Kosuge, 1966

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4pn-kzk-7ep
title: Turritella attenuata Reeve, 1849

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j4e-s29-s9c
title: Clypeomorus petrosa (W. Wood, 1828)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e1j-ccz-nt4
title: Monoplex krebsii (Mörch, 1877)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jd4-rmq-94m
title: Cerithiopsis barleei Jeffreys, 1867

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6n5-0qn-gzf
title: Galeodea leucodoma Dall, 1907

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qff-0px-mvp
title: Pleurocera Rafinesque, 1818

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sbz-sx4-xc8
title: Pusio elegans (J. E. Gray, 1833)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7cj-m7s-6tv
title: Manzonia crassa (Kanmacher, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l8l-8j0-gv1
title: Staphylaea staphylaea (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9kl-e01-6wy
title: Patella lugubris Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ftx-vtt-j40
title: Palmadusta clandestina (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n67-3y6-7kg
title: Cerithium atratum (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4d3-vj2-yf9
title: Aspa marginata (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jel-7qd-xd1
title: Lambis scorpius (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/99r-qf4-amf
title: Cerithideopsis californica (Haldeman, 1840)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bvg-3k9-9d6
title: Eulimidae R. A. Philippi, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ly3-pqn-w9y
title: Indothais lacera (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q4a-se4-rww
title: Stenomelania punctata (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z33-s1n-83t
title: Turritella martensi Selli, 1974

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ejl-bvt-0d6
title: Lyncina vitellus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mmr-7wq-5b6
title: Naria labrolineata (Gaskoin, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4zt-65t-j5c
title: Euspira catena (da Costa, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9pe-e73-sms
title: Elachisina canarica (F. Nordsieck & García-Talavera, 1979)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/msw-ykb-qac
title: Epitonium stigmaticum (Pilsbry, 1911)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kj1-p5d-3sm
title: Melanoides tuberculata (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8lp-jxh-6s7
title: Cerithium dialeucum R. A. Philippi, 1849

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fsm-hfh-3qb
title: Epitonium novangliae (Couthouy, 1838)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.29901455
title: MD_Simulation Data of Apo TMPK, and control molecule and MNPs bound TMPK complexes

description: Computational Identification of potential marine natural products (MNPs) against Thymidylate kinase (TMPK) from Monkeypox virus.
DOI: 10.6084/m9.figshare.29901455.v1
title: MD_Simulation Data of Apo TMPK, and control molecule and MNPs bound TMPK complexes

description: Computational Identification of potential marine natural products (MNPs) against Thymidylate kinase (TMPK) from Monkeypox virus.
DOI: 10.3535/140-gz0-d39
title: Cerithiopsis Forbes & Hanley, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k7c-9j2-d9r
title: Terebralia sulcata (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2mb-h4b-z00
title: Doryssa petechialis (Brot, 1860)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6gj-lk7-epz
title: Eulimidae R. A. Philippi, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nmg-sh3-72e
title: Monoplex klenei (G. B. Sowerby III, 1890)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pc9-k9e-8xs
title: Tritia reticulata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/as2-wxm-z4y
title: Palmadusta saulae (Gaskoin, 1843)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mbh-39r-s4k
title: Phalium glaucum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2t8-zwr-t3a
title: Erronea errones (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d3k-1el-ysy
title: Bistolida hirundo (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ydv-gk7-gvs
title: Cominella glandiformis (Reeve, 1847)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/981-7m1-j6g
title: Esperiana esperi (A. Férussac, 1823)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jwa-sl8-kv9
title: Bittium reticulatum (da Costa, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w2n-t53-nf6
title: Epitonium clathratulum (Kanmacher, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f4w-lre-8g4
title: Hexaplex princeps (Broderip, 1833)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fx9-7cy-nts
title: Metaxia abrupta (R. B. Watson, 1880)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m8x-k1r-z6c
title: Metaxia abrupta (R. B. Watson, 1880)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6kq-adq-c4y
title: Clypeomorus subbrevicula (Oostingh, 1925)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l3t-s4e-tzv
title: Indothais rufotincta (K. S. Tan & Sigurdsson, 1996)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2ns-a61-b0s
title: Barleeia unifasciata (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nv2-701-13v
title: Volutharpa ampullacea (Middendorff, 1848)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f2z-l3w-sc4
title: Austrofusus glans (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q6c-v83-58v
title: Mauritia arabica (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a3l-p0d-0bk
title: Naria marginalis (Dillwyn, 1827)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n8m-ph5-qqm
title: Calyptraeidae Lamarck, 1809

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/98f4z3f8tx.1
title: Power transformer data for fault diagnosis

description: Power transformers are essential machines in every electricity generation and distribution grid. Its reliability must be assured as an unexpected failure might represent a catastrophic event leading to a lack of the electricity ser- vice in a whole community or region. Given the importance of such trans-formers, predictive maintenance techniques have been increasingly used to detect incipient faults and trigger maintenance actions accurately when are needed. One of the traditional analyses on power transformers is on oil gas analysis. Multiple methods have been proposed to detect and identify faults on different variables extracted from the oil gas analysis. However, these traditional techniques not always offer a conclusive diagnostic. Given the in- creasing use of data-driven models in fault diagnosis, this study was focused to collect and organize a data from oil gas analysis preformed on real transformers over multiple years of service. The objective is to provide a dataset that researchers can use to train innovative data-driven models that might overcome the current gaps in power transformers fault diagnosis using oil gas data.
DOI: 10.3535/ynk-1kl-pl3
title: Pisinna glabrata (Megerle von Mühlfeld, 1824)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/45g-enk-0rx
title: Monetaria annulus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xjx-tn5-nzm
title: Talparia talpa (Linnaeus, 1758)

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