cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25740/kq456hs1417
title: Data and codes for JAMES article on "Recreating observed convection-generated gravity waves from weather radar observations"

description: This dataset includes a subset of data and all codes used in the JAMES article titled 'Recreating convection-generated gravity waves from weather radar observations via a neural network and a dynamical atmospheric model'. All files included here are compressed (*.tar.gz) NetCDF files of idealized Weather Research and Forecasting (WRF) model output at 10-minute output frequency. The run archived is that forced by a neural network trained on the Darwin and Florida runs (i.e. the DAFLNN-forced idealized WRF run) described in the paper. Additionally, all the Bramberger et al. 2020 look-up table, training data, time-averaged 3-D output of the DAFLNN-forced WRF run, the trained NNs, and all Python scripts and WRF source codes used in the paper are included in "everything_else.tar.gz". Finally, a README is contained as well, which provides further description of the contents here.
Paper Abstract:
Convection-generated gravity waves (CGWs) transport momentum and energy, and this  momentum is a dominant driver of global features of Earth’s atmosphere’s general circulation (e.g. the quasi-biennial oscillation, the pole-to-pole mesospheric circulation). As  CGWs are not generally resolved by global weather and climate models, their effects on  the circulation need to be parameterized. However, quality observations of GWs are spa24
tiotemporally sparse, limiting understanding and preventing constraints on parameter izations. Convection-permitting or -resolving simulations do generate CGWs, but validation is not possible as these simulations cannot reproduce the forcing convection at correct times, locations, and intensities. Here, realistic convective diabatic heating, learned from full-physics convection-permitting Weather Research and Forecasting (WRF) simulations, is predicted from weather radar observations using neural networks and a previously developed look-up table. These heating rates are then used to force an idealized GW-resolving dynamical model. Simulated  CGWs forced in this way did closely resemble those observed by the Atmospheric InfraRed Sounder in the upper stratosphere. CGW drag in these validated simulations extends 100s of kilometers away from the convective sources, highlighting errors in current gravity wave drag parameterizations due to the use of the ubiquitous single-column approx36
imation. Such validatable simulations have significant potential to be used to further basic understanding of CGWs, improve their parameterizations physically, and provide more restrictive constraints on tuning with confidence.
DOI: 10.3535/r7l-cwt-v1w
title: Hippa ovalis (A. Milne-Edwards, 1862)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sv3-ey0-25f
title: Thalamita crenata Rüppell, 1830

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0k4-0vs-cgk
title: Pagurus pubescens Krøyer, 1838

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2h5-dye-k2z
title: Systellaspis debilis (A. Milne-Edwards, 1881)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nnb-6y4-2yj
title: Upogebia deltaura (Leach, 1815)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xer-jx7-gxe
title: Macrophthalmus (Macrophthalmus) brevis (Herbst, 1804)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/14s-4tw-ed5
title: Guinusia dentipes (De Haan, 1835)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/azd-lwk-jcf
title: Macropodia czernjawskii (Brandt, 1880)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gds-slz-zsc
title: Penaeus californiensis Holmes, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v4f-6fh-nkk
title: Eriphia sebana (Shaw & Nodder, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yv8-nts-490
title: Plesionika carinata Holthuis, 1951

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/00c-qw0-kcl
title: Paguristes Dana, 1851

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fhl-pya-b41
title: Cancellus spongicola J. E. Benedict, 1901

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g64-a0c-hvx
title: Caridina typus H. Milne Edwards, 1837

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lht-gtz-cqv
title: Evibacus princeps S. I. Smith, 1869

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6dg-gf1-9xr
title: Palaemon Weber, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tf1-452-dpl
title: Polybius vernalis (Risso, 1827)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9vx-hkw-ts9
title: Periclimenes soror Nobili, 1904

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pme-g4y-nay
title: Philocheras trispinosus (Hailstone in Hailstone & Westwood, 1835)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dx2-cn8-pjr
title: Metopograpsus oceanicus (Hombron & Jacquinot, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fte-nv4-rnr
title: Ilia nucleus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zed-a7g-5b2
title: Procaris hawaiana Holthuis, 1973

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9bb-r34-ky8
title: Clibanarius carnifex Heller, 1861

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m0x-q8k-cb7
title: Omalacantha bicornuta (Latreille, 1825)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/04x-tqk-t2q
title: Mithraculus forceps A. Milne-Edwards, 1875

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/80z-xad-gab
title: Polybius marmoreus (Leach, 1814)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4tg-sl2-pmj
title: Palaemon mundusnovus De Grave & Ashelby, 2013

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/le3-akm-nyp
title: Clibanarius signatus Heller, 1861

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/47h-b4j-cxw
title: Penaeus kerathurus (Forskål, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b8s-ns8-dgd
title: Penaeus notialis Pérez Farfante, 1967

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9cw-rc7-r79
title: Crangon crangon (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/azn-03b-dw5
title: Typhlonida valida (S. I. Smith, 1883)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nvz-nl2-qxl
title: Desmocaris trispinosa (Aurivillius, 1898)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6jn-r2x-d08
title: Galathea squamifera Leach, 1814

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0zd-ea5-xfd
title: Libinia ferreirae de Brito Capello, 1871

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5rx-f1k-fwz
title: Laleonectes vocans (A. Milne-Edwards, 1878)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.21227/t57d-px20
title: "Dataset for Scheduling of Heterogeneous Distributed Resources Considering Temperature Coupling Characteristic in Cold-Region"

description: "This dataset includes temperature, price, electric vehicle charging demands, and basic electricity load of a 33-node distribution network, which is synthesised based on the market data from AESO in Canada.  The electric vehicle behaviors are sampled according to the research: Wu, Yan, Syed Mahfuzul Aziz, and Mohammed H. Haque. \"Vehicle-to-home operation and multi-location charging of electric vehicles for energy cost optimisation of households with photovoltaic system and battery energy storage.\" Renewable Energy 221 (2024): 119729."
DOI: 10.3535/0zk-myn-93c
title: Goneplax barnardi (Capart, 1951)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/weg-n71-wpr
title: Chaenostoma boscii (Audouin, 1826)

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

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paspalum scrobiculatum L.",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102829-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/6gv-d2m-qfs
title: Achelous forceps (Fabricius, 1793)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.tw8xa5
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paspalum scrobiculatum L.",
 "Country is Palau",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102831-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x9udqj
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paspalum scrobiculatum L.",
 "Country is Fiji",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102830-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/gkk-gwj-ff1
title: Chaenostoma boscii (Audouin, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lj9-45p-nyr
title: Atergatis floridus (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jk6-tmn-xmd
title: Philocheras bispinosus bispinosus (Hailstone, 1835)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/whb-q5w-dff
title: Paratrypaea bouvieri (Nobili, 1904)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d6t-ylq-hqm
title: Audacallichirus audax (De Man, 1911)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lh4-w4v-heh
title: Euprognatha rastellifera Stimpson, 1871

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0zc-dwj-kja
title: Grimothea gregaria (Fabricius, 1793)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7pv-yt6-r1y
title: Achelous xantusii Stimpson, 1860

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.7274/29464811
title: H&E Stained Histological Microscopy Slides of Mouse Colons (PILOT)

description: Histological slides stained with hematoxylin and eosin procedure developed by Toni Boger-May in Boone Lab for staining mouse digestive system tissue. Mouse ages from 4-42 weeks.Imaged with standard light microscopy using a Leica Scanscope from the Harper Cancer Research Institute Histology Core facility. Mice colony managed by the Friemann Life Sciences Center.<br>Requires free program to open, which can be downloaded here: https://www.leicabiosystems.com/digital-pathology/manage/aperio-imagescope/
DOI: 10.7274/29464811.v1
title: H&E Stained Histological Microscopy Slides of Mouse Colons (PILOT)

description: Histological slides stained with hematoxylin and eosin procedure developed by Toni Boger-May in Boone Lab for staining mouse digestive system tissue. Mouse ages from 4-42 weeks.Imaged with standard light microscopy using a Leica Scanscope from the Harper Cancer Research Institute Histology Core facility. Mice colony managed by the Friemann Life Sciences Center.<br>Requires free program to open, which can be downloaded here: https://www.leicabiosystems.com/digital-pathology/manage/aperio-imagescope/
DOI: 10.3535/ewn-rvw-a1f
title: Ocypode saratan (Forskål, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/004-xkb-1t3
title: Macrobrachium raridens (Hilgendorf, 1893)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3pr-ygv-hnj
title: Crangon allmanni Kinahan, 1860

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/amz-xss-le5
title: Caridina serratirostris De Man, 1892

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sxf-49r-ssb
title: Crangon allmanni Kinahan, 1860

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a9n-sk7-1tw
title: Dardanus lagopodes (Forskål, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1t2-6ns-d79
title: Leander tenuicornis (Say, 1818)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hsh-sh9-328
title: Macrobrachium lucifugum Holthuis, 1974

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k8c-jb0-14z
title: Cycloachelous granulatus (H. Milne Edwards, 1834)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8ej-7lq-wrk
title: Systellaspis cristata (Faxon, 1893)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a19-4b5-521
title: Brachycarpus biunguiculatus (Lucas, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d09-aty-e4d
title: Hypoconcha lowei Rathbun, 1933

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dqd-0jt-0ew
title: Clibanarius striolatus Dana, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/03n-vvx-y9v
title: Hepatus gronovii Holthuis, 1959

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7am-p13-0p5
title: Cycloachelous granulatus (H. Milne Edwards, 1834)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9la-ltk-m1h
title: Nephropsis rosea Bate, 1888

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kr9-1dt-7zw
title: Astacus astacus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gqw-ase-nlx
title: Periclimenes rathbunae Schmitt, 1924

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/njc-zlr-jg7
title: Eriocheir sinensis H. Milne Edwards, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wn6-jnh-h0x
title: Heikeopsis japonica (von Siebold, 1824)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5mv-2tc-g54
title: Achelous rufiremus (Holthuis, 1959)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yr0-t6e-714
title: Pisidia longimana (Risso, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dea-7aw-kdr
title: Procambarus niveus Hobbs & Villalobos, 1964

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4vv-s8l-asw
title: Alpheus pacificus Dana, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aa7-krq-tyc
title: Polyonyx Stimpson, 1858

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ayd-k9e-mr3
title: Pilumnopeus makianus (Rathbun, 1931)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rp0-1ds-1vd
title: Hypoconcha lowei Rathbun, 1933

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tjj-apf-yeh
title: Goniopsis pelii (Herklots, 1851)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/65m-j69-gvv
title: Gecarcinus lateralis Guérin, 1832

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/arj-gyl-xbh
title: Clibanarius striolatus Dana, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gme-z52-z8k
title: Pontonia mexicana Guérin-Méneville, 1856

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xag-zpc-kh8
title: Atergatis floridus (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6pc-7nf-5l3
title: Corystes cassivelaunus (Pennant, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vkk-pnt-gj4
title: Hippa caelano (De Man, 1896)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g8f-sla-mc1
title: Ozius guttatus H. Milne Edwards, 1834

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xfc-4tm-rht
title: Macrobrachium faustinum (de Saussure, 1857)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/znf-jcb-raf
title: Paratya caledonica Roux, 1926

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cyr-j38-1pb
title: Enoplolambrus carenatus (H. Milne Edwards, 1834)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f2q-43r-ved
title: Valdivia serrata White, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/clh-53m-pe2
title: Pagurus cuanensis Bell, 1846

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y73-bkc-62s
title: Janicella spinicauda (A. Milne-Edwards, 1883)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gsd-r2x-f3c
title: Corystes cassivelaunus (Pennant, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/chj-b03-bvx
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wkf-g05-tn6
title: Penaeus semisulcatus De Haan, 1844

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dmk-zvd-zq7
title: Dotilla sulcata (Forskål, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kq5-ht2-k52
title: Dardanus fucosus Biffar & Provenzano, 1972

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zt3-nwm-l09
title: Oplophorus spinosus (Brullé, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dg9-phf-fxr
title: Penaeus hathor (Burkenroad, 1959)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h78-sdp-sv3
title: Pagurus alatus Fabricius, 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a4t-gzs-knw
title: Caridina weberi De Man, 1892

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g4z-ejk-xpn
title: Scylla serrata (Forskål, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.15807692
title: Datasets for single human genome and bacterial pan-genome

description: This dataset contains the reference genome and reads required to perform the benchmarks.
DOI: 10.5281/zenodo.15807693
title: Datasets for single human genome and bacterial pan-genome

description: This dataset contains the reference genome and reads required to perform the benchmarks.
DOI: 10.3535/1x7-3tj-ehp
title: Galathea squamifera Leach, 1814

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8hc-ved-f25
title: Pagurus bernhardus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dpd-0fq-zne
title: Baptozius vinosus (H. Milne Edwards, 1834)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/120-r78-bwh
title: Diogenes pugilator (Roux, 1828)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y0p-8ky-awd
title: Platychirograpsus spectabilis De Man, 1896

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/74a-xbz-7jm
title: Pinnotheres pisum (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e6n-2r0-wly
title: Nephropsis neglecta Holthuis, 1974

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5n7-hrd-x9d
title: Thia scutellata (Fabricius, 1793)

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