cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/sf88fz9zc6.1
title: Entropy Variability Factor Test

description: The proposed Entropy Variability Factor (EVF) framework can reliably detect subtle structural changes in the local irregularity of time-series data. Specifically, we hypothesize that:
Rolling Shannon entropy can serve as a sensitive local measure of disorder.
Combining this with a two-sample Z-test and an empirically derived ±2% null zone provides a robust statistical test to distinguish genuine changes from random background variation.
The EVF framework performs consistently across synthetic and real-world datasets and remains stable under a range of practical parameter settings.This shared dataincludes all MATLAB scripts and input data files used to implement the proposed Entropy Variability Factor (EVF) framework as presented in the manuscript.
The data includes:
Synthetic signals: These are generated under controlled conditions to simulate known structural patterns, constant variance scenarios (stable conditions), and abrupt variance shifts (change detection scenarios).
Real-world data: Includes a time series from publicly available COVID-19 community mobility datasets (Google Community Mobility Reports), segmented around the onset of COVID-19 to test the framework on real behavioral changes.
Contents:
1. Benchmark 1: MATLAB script demonstrating the intuitive response of rolling Shannon entropy for simple signals with known structures.

2. Benchmark 2: MATLAB script for testing the EVF framework under constant-variance conditions to establish the empirical ±2% null zone.

3. Benchmark 3: MATLAB script for detecting controlled synthetic variance shifts, showing the test’s detection performance.

4. Benchmark 4: MATLAB script for applying the EVF framework to real-world COVID-19 mobility data, including signal segmentation and test output.

5. Sensitivity Analysis: Scripts that systematically vary the number of histogram bins, rolling window sizes, and segment lengths to assess the framework’s robustness across realistic parameter ranges 
Notes: 
 1. All codes were developed and run using MATLAB R2022a.
 2. Some scripts and functions may require additional time to execute, especially when processing large time-series with high-resolution rolling windows and multiple bin configurations.
 3. The provided code and data have been tested for reproducibility and transparency. Users are encouraged to adjust the window size, bin count, and other parameters as needed to replicate the benchmarks or adapt the Entropy Variability Factor (EVF) test for their own datasets at different variables.
DOI: 10.3535/kwt-pf9-67p
title: Macropodia rostrata (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zzb-g4f-08x
title: Macrobrachium amazonicum (Heller, 1862)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/997-61f-p6x
title: Caridina tonkinensis Bouvier, 1919

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p9d-2m1-9hf
title: Alpheus pacificus Dana, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0sj-srn-eh5
title: Acetes sibogae australis Colefax, 1940

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p5v-5l8-bwx
title: Nematopalaemon hastatus (Aurivillius, 1898)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tdj-91j-tm1
title: Macrobrachium carcinus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gv6-mvj-wa3
title: Achaeus cranchii Leach, 1817

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k3f-7bp-zax
title: Galathea intermedia Lilljeborg, 1851

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hl3-0tw-s18
title: Crangon crangon (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lhg-qvb-h4e
title: Peltogaster

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/711-1h4-7r6
title: Lepas

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k1g-g5w-vj3
title: Peltogaster

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w7k-s2b-rw8
title: Sessilia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.15834245
title: IT Job Matching Dataset – Sri Lanka

description: This dataset contains 20,000  records reflecting job matching scenarios in Sri Lanka's IT sector. It includes job roles, titles, student qualifications, skills, and job descriptions.
DOI: 10.5281/zenodo.15834246
title: IT Job Matching Dataset – Sri Lanka

description: This dataset contains 20,000  records reflecting job matching scenarios in Sri Lanka's IT sector. It includes job roles, titles, student qualifications, skills, and job descriptions.
DOI: 10.3535/2n7-tg8-w5l
title: Iliacantha liodactylus Rathbun, 1898

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bfh-vpl-has
title: Pagurus cuanensis Bell, 1846

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7ab-w30-wln
title: Macrobrachium lar (J. C. Fabricius, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rr4-dg4-g8p
title: Minuca rapax (Smith, 1870)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pvw-kdn-c5y
title: Palaemon carteri (Gordon, 1935)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yt5-7fg-8d1
title: Minuca rapax (Smith, 1870)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e95-f1y-1bv
title: Uca maracoani (Latreille, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s37-sb5-cr8
title: Anapagurus bicorniger A. Milne-Edwards & Bouvier, 1892

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hhk-9dc-mxj
title: Anapagurus longispina A. Milne-Edwards & Bouvier, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sn6-xcm-jeg
title: Calappa flammea (Herbst, 1794)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/7887224xbw
title: Diabetes

description: Esta base de datos corresponde a la información de 336 participantes correspondientes a una muestra de pacientes de diabetes millitus tipo 2 que asiten a un centro médico ubicado en la ciudad de Cali Colombia, y que hacen parte de un programa de control de la enfemedad. En la data se encuentran la información sobre las variables tanto cualitativas como cuantitativas que exploran los conocimientos, actitudes y prácticas de los pacientes, asi como preguntas sobre la alimentación, ejercicio, consumo de tabaco, alcohol, control del tratamiento, uso de medicina no convencional, uso de medicina convencional.
DOI: 10.3535/4m7-7vy-lsy
title: Macrobrachium pilimanus (De Man, 1879)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bzq-w5e-931
title: Anapagurus adriaticus García-Gómez, 1994

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z2w-w5c-gqe
title: Upogebia tipica (Nardo, 1869)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17632/7887224xbw.1
title: Diabetes

description: Esta base de datos corresponde a la información de 336 participantes correspondientes a una muestra de pacientes de diabetes millitus tipo 2 que asiten a un centro médico ubicado en la ciudad de Cali Colombia, y que hacen parte de un programa de control de la enfemedad. En la data se encuentran la información sobre las variables tanto cualitativas como cuantitativas que exploran los conocimientos, actitudes y prácticas de los pacientes, asi como preguntas sobre la alimentación, ejercicio, consumo de tabaco, alcohol, control del tratamiento, uso de medicina no convencional, uso de medicina convencional.
DOI: 10.3535/0kp-h47-7sp
title: Pagurus cuanensis Bell, 1846

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eyr-mrf-cts
title: Upogebia deltaura (Leach, 1815)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lv4-wt6-trc
title: Cantellius

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d5n-0re-nd0
title: Amphibalanus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/npm-wbr-zj5
title: Savignium

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/32d-pmk-v6w
title: Gilvossius tyrrhenus (Petagna, 1792)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zzy-d9w-wl2
title: Kingsleya latifrons (Randall, 1840)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5878/nds9-nz04
title: Sweden now 1980-II_4
title: ORVESTO 1980-II_4
title: Sverige nu 1980-II

description: A major part of this survey is a replication of earlier surveys. Questions about life style and decisional power at work are back again after being removed the year before. New questions deals with how much of the content the respondent reads in different papers

Purpose:

Collect broad information about interests, purchasing habits and media choices
description: A major part of this survey is a replication of earlier surveys. Questions about life style and decisional power at work are back again after being removed the year before. New questions deals with how much of the content the respondent reads in different papers

Syfte:

Samla in en bred information om intressen, köpvanor och mediaval

Subset of Sweden now 1980-II, covering the period 1980-04-18 to 1980-06-04.
DOI: 10.3535/43c-f5a-qey
title: Chthamalus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p2h-1ff-560
title: Dardanus calidus (Risso, 1827)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b8q-p3d-akh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dzq-nf1-b18
title: Chthamalus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z8y-xr4-kn9
title: Cantellius

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5d3-ys7-acp
title: Lepas

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ch5-e7z-5pf
title: Lithotrya

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zbw-hvl-wfy
title: Cantellius

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7kj-1l3-htg
title: Cantellius

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xpq-eq7-d1h
title: Minuca rapax (Smith, 1870)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5c9-dpr-xz6
title: Ocypode quadrata (Fabricius, 1787)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6l6-ngt-bt3
title: Calappa ocellata Holthuis, 1958

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9zj-lwv-m1f
title: Ethusa mascarone (Herbst, 1785)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/blg-kma-asd
title: Eualus suckleyi (Stimpson, 1864)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fsn-t3a-vmj
title: Pugettia richii Dana, 1851

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vgw-3y9-03n
title: Plesionika heterocarpus (A. Costa, 1871)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w1l-7c9-k2y
title: Atelecyclus undecimdentatus (Herbst, 1783)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bpz-q2m-4ya
title: Polybius pusillus (Leach, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qcq-5h2-xrv
title: Persephona aquilonaris Rathbun, 1933

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4h4-0kn-ztp
title: Crangon dalli M. J. Rathbun, 1902

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lrj-shy-xj9
title: Palaemon semmelinkii (De Man, 1881)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v83-vp8-61s
title: Macrocoeloma trispinosum (Latreille, 1825)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6pw-889-9hy
title: Alpheus malleator Dana, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8aq-wtp-a3d
title: Portunus pelagicus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fxd-whg-7bk
title: Paguristes turgidus (Stimpson, 1857)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.9u9372
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.15.11_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Arenaria interpres (Linnaeus, 1758)"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105704-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/mb0-azs-h2c
title: Inachus phalangium (Fabricius, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6wm-zl4-dbz
title: Ocypode madagascariensis Crosnier, 1965

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mxp-83g-lp2
title: Ocypode sinensis Dai & Yang in Song & Yang, 1985

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/emw-47x-xgh
title: Porcellana platycheles (Pennant, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m45-vt7-web
title: Clibanarius erythropus (Latreille, 1818)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/91s-lvx-h3a
title: Paguristes tortugae Schmitt, 1933

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gb4-hpn-b7q
title: Petrolisthes tonsorius Haig, 1960

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r2e-0yg-5fj
title: Macropodia rostrata (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bn9-yfb-5b2
title: Palaemon concinnus Dana, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zv3-3nd-wdp
title: Inachus phalangium (Fabricius, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/99q-ssc-ej4
title: Caridina longirostris H. Milne Edwards, 1837

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qwq-grc-58s
title: Areopaguristes hummi (Wass, 1955)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t88-z2t-2gv
title: Palaemon antennarius H. Milne-Edwards, 1837

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c2y-c0l-bsc
title: Argis dentata (M. J. Rathbun, 1902)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hmx-y29-f57
title: Caridina typus H. Milne Edwards, 1837

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x1r-nwh-ang
title: Necora puber (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9ew-llm-90k
title: Caridina brachydactyla De Man, 1908

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ap7-gyj-fm0
title: Guinearma huzardi (Desmarest, 1825)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qcb-qft-wpq
title: Alpheus edwardsii (Andouin, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rbl-n6n-b6j
title: Afruca tangeri (Eydoux, 1835)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2rt-rp9-vzw
title: Pagurus cuanensis Bell, 1846

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jm6-npm-rbp
title: Polybius corrugatus (Pennant, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tzm-c07-ptk
title: Grapsus tenuicrustatus (Herbst, 1783)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.15480233
title: Surface ruptures related to the 2023, Mw 7.8 Kahramanmaraş surface faulting earthquake, Türkiye

description: We provide a dataset that embodies more than 550 punctual field observations of the coseismic surface geological effects following the Mw 7.8 Kahramanmaraş surface faulting earthquake, Türkiye. This earthquake produced a coseismic rupture reaching the surface, involving multiple fault segments of the East Anatolian Fault Zones (EAFZ) linked together for a total length of ∼340 km.
DOI: 10.5281/zenodo.15480234
title: Surface ruptures related to the 2023, Mw 7.8 Kahramanmaraş surface faulting earthquake, Türkiye

description: We provide a dataset that embodies more than 550 punctual field observations of the coseismic surface geological effects following the Mw 7.8 Kahramanmaraş surface faulting earthquake, Türkiye. This earthquake produced a coseismic rupture reaching the surface, involving multiple fault segments of the East Anatolian Fault Zones (EAFZ) linked together for a total length of ∼340 km.
DOI: 10.3535/161-756-0z5
title: Pilumnus longicornis Hilgendorf, 1879

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/67h-drz-050
title: Potamon potamios (Olivier, 1804)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/61f-3rx-h3k
title: Palaemon serratus (Pennant, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v72-exp-hcy
title: Scylla serrata (Forskål, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j2d-nfj-py3
title: Microcassiope minor (Dana, 1852)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w8v-v2v-p8k
title: Parthenopoides massena (Roux, 1830)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/30t-mw3-1cd
title: Hyas lyratus Dana, 1851

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a9l-8wj-fbj
title: Acanthonyx lunulatus (Risso, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x1d-9aq-1vp
title: Actaea savignii (H. Milne Edwards, 1834)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6wp-zwn-1lm
title: Palaemon serratus (Pennant, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/76a-jn0-zmv
title: Caridina propinqua De Man, 1908

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q79-ljl-2yl
title: Upogebia pusilla (Petagna, 1792)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t1f-dme-8v7
title: Palaemon serratus (Pennant, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w6p-qzd-qsp
title: Palaemon serratus (Pennant, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2c9-z5y-mbn
title: Monomia haani (Stimpson, 1858)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fmd-art-xyj
title: Zosimus aeneus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qnc-a8z-s6l
title: Ocypode kuhlii De Haan, 1835

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4ey-zl1-ecd
title: Pontophilus Leach, 1817

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xjr-c58-y83
title: Galathea squamifera Leach, 1814

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ymv-dw4-mhl
title: Crangon dalli M. J. Rathbun, 1902

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fyn-ff5-tv3
title: Pontophilus Leach, 1817

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tq8-9nk-p6t
title: Ocypode sinensis Dai & Yang in Song & Yang, 1985

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/380-vl0-epw
title: Galathea intermedia Lilljeborg, 1851

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6l9-1zs-tka
title: Crangon dalli M. J. Rathbun, 1902

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2q3-4dr-hv3
title: Anasimus latus Rathbun, 1894

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