cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15746809
title: Data and script associated with De Clippele et al (2025) Expanding the use of Passive Acoustic Monitoring (PAM) to assess benthic communities in sedimentary habitats associated with offshore wind farms

description: Here you can find three files:

Soniferous Species Review: This dataset combines NBN Atlas species occurrence data with Global Library of Underwater Biological Sounds (GLUBS) inventories and literature-based sound characteristics. It includes records of species in the area surrounding the study sites (10 km2 radius).

Complete Dataset: This dataset contains all the processed data needed to produce the results in the primary paper, i.e. De Clippele et al (2025) Expanding the use of Passive Acoustic Monitoring (PAM) to assess benthic communities in sedimentary habitats associated with offshore wind farms. 

Script: This script contains the code needed to conduct the statistical analysis, generate the figures in De Clippele et al (2025), and to calculate the acoustic indices. 

Please cite both the Zenodo DOI: 10.5281/zenodo.15746810 and the primary paper if used for further analysis or modifications. 

Abstract

Understanding biodiversity in offshore benthic ecosystems is crucial as anthropogenic pressures like offshore wind development increasingly alter marine environments. Passive Acoustic Monitoring (PAM), widely used for marine mammal research, offers a promising yet underexplored tool for assessing broader faunal communities. Here, we investigate whether PAM data, collected initially for marine mammal monitoring, can reveal spatial variation in benthic biodiversity along Scotland’s east coast. We analysed bio- and ecoacoustic data from eight offshore sedimentary habitats, identifying 16 distinct biological sound types produced by fish and invertebrates. Phonic richness and acoustic community structure were quantified across diel periods. Acoustic indices were also calculated and compared with environmental variables and benthic richness derived from biodiversity databases. Our results show that key habitat variables, including substrate type, current velocity, and spawning suitability, drive variation in acoustic communities. Several acoustic indices correlated with phonic richness and benthic diversity, suggesting potential for scalable acoustic proxies in ecosystem monitoring. These findings demonstrate that PAM can be used to detect biologically meaningful patterns in benthic assemblages, offering a cost-effective tool for long-term biodiversity monitoring. This study highlights the ecological value of existing acoustic datasets and advances our understanding of soundscape ecology and species-habitat relationships in changing marine environments.
DOI: 10.5281/zenodo.15746810
title: Data and script associated with De Clippele et al (2025) Expanding the use of Passive Acoustic Monitoring (PAM) to assess benthic communities in sedimentary habitats associated with offshore wind farms

description: Here you can find three files:

Soniferous Species Review: This dataset combines NBN Atlas species occurrence data with Global Library of Underwater Biological Sounds (GLUBS) inventories and literature-based sound characteristics. It includes records of species in the area surrounding the study sites (10 km2 radius).

Complete Dataset: This dataset contains all the processed data needed to produce the results in the primary paper, i.e. De Clippele et al (2025) Expanding the use of Passive Acoustic Monitoring (PAM) to assess benthic communities in sedimentary habitats associated with offshore wind farms. 

Script: This script contains the code needed to conduct the statistical analysis, generate the figures in De Clippele et al (2025), and to calculate the acoustic indices. 

Please cite both the Zenodo DOI: 10.5281/zenodo.15746810 and the primary paper if used for further analysis or modifications. 

Abstract

Understanding biodiversity in offshore benthic ecosystems is crucial as anthropogenic pressures like offshore wind development increasingly alter marine environments. Passive Acoustic Monitoring (PAM), widely used for marine mammal research, offers a promising yet underexplored tool for assessing broader faunal communities. Here, we investigate whether PAM data, collected initially for marine mammal monitoring, can reveal spatial variation in benthic biodiversity along Scotland’s east coast. We analysed bio- and ecoacoustic data from eight offshore sedimentary habitats, identifying 16 distinct biological sound types produced by fish and invertebrates. Phonic richness and acoustic community structure were quantified across diel periods. Acoustic indices were also calculated and compared with environmental variables and benthic richness derived from biodiversity databases. Our results show that key habitat variables, including substrate type, current velocity, and spawning suitability, drive variation in acoustic communities. Several acoustic indices correlated with phonic richness and benthic diversity, suggesting potential for scalable acoustic proxies in ecosystem monitoring. These findings demonstrate that PAM can be used to detect biologically meaningful patterns in benthic assemblages, offering a cost-effective tool for long-term biodiversity monitoring. This study highlights the ecological value of existing acoustic datasets and advances our understanding of soundscape ecology and species-habitat relationships in changing marine environments.
DOI: 10.15468/dl.4sn4aw
title: Occurrence Download

description: A dataset containing 665 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Living Specimen)",
 "Continent is Europe",
 "Country is one of (Cyprus, France, Italy, Greece, Spain)",
 "TaxonKey is Helichrysum italicum subsp. microphyllum (Willd.) Nyman",
 "Year 1955-2025"
 ]
}

 The dataset includes 665 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103707-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/ll6-1mx-z9h
title: Cristimenes commensalis (Borradaile, 1915)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q6z-c28-46e
title: Cristimenes commensalis (Borradaile, 1915)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.4nchg2
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ludwigia hyssopifolia (G.Don) Exell",
 "Country is Samoa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103708-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/ctc-n2r-rq7
title: Processa parva Holthuis, 1951

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jp0-wsn-dhs
title: Parathelphusa convexa De Man, 1879

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hyb-x2t-y8t
title: Odontonia katoi (Kubo, 1940)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rqt-8dn-8kq
title: Grapsidae MacLeay, 1838

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gxx-cqq-wma
title: Mithrax hispidus (Herbst, 1790)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m5f-c0e-5xw
title: Hamopontonia corallicola Bruce, 1970

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6f4-cvt-ws1
title: Pachygrapsus Randall, 1840

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m21-gbg-5ry
title: Hippolyte garciarasoi d'Udekem d'Acoz, 1996

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4sk-1pz-ctx
title: Caridina novaecaledoniae Roux, 1926

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0fn-7yj-4y7
title: Eriphia sebana (Shaw & Nodder, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l82-1yz-w69
title: Alpheus edamensis De Man, 1888

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c6x-t70-c3b
title: Tetralia rubridactyla Garth, 1971

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y1l-kks-gmy
title: Trapezia flavopunctata Eydoux & Souleyet, 1842

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/24z-fcg-5mj
title: Hippolyte varians Leach, 1814

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cpt-cd7-pln
title: Alpheus gracilis Heller, 1861

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pdd-a1f-wax
title: Alpheus acutofemoratus Dana, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1z2-6y5-shs
title: Processa modica Williamson in Williamson & Rochanaburanon, 1979

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7yb-ctz-84v
title: Calappa granulata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hcm-tge-td7
title: Inachus phalangium (Fabricius, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l4w-7p2-gty
title: Pinnotheres pisum (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3tx-gdg-rzg
title: Macrophthalmus (Macrophthalmus) ceratophorus Sakai, 1969

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m1e-8ep-kmn
title: Synalpheus africanus Crosnier & Forest, 1965

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8b8-x20-7m8
title: Trapezia digitalis Latreille, 1828

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/df8-m2x-d99
title: Alpheus bicostatus De Man, 1908

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lrg-1s4-1sn
title: Alpheus Fabricius, 1798

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.qftak2
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eumecichthys fiski (Günther, 1890)"
 ]
}

 The dataset includes 20 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103709-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/68q-9z9-9j0
title: Thor amboinensis (De Man, 1888)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t63-skx-xan
title: Tetralia rubridactyla Garth, 1971

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9qh-esn-qx3
title: Merguia oligodon (De Man, 1888)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/epc-9jp-fa1
title: Charybdis (Charybdis) anisodon (De Haan, 1850)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lvc-c9y-6h9
title: Ancylomenes holthuisi (Bruce, 1969)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r3v-mc5-644
title: Stereomastis sculpta (S. I. Smith, 1880)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/te6-msh-ra1
title: Lissocarcinus laevis Miers, 1886

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3q6-mts-kg8
title: Periclimenes affinis (Zehntner, 1894)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8aj-13r-8zc
title: Periclimenes incertus Borradaile, 1915

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tlv-9k9-4la
title: Stereomastis sculpta (S. I. Smith, 1880)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wk2-1cp-qxy
title: Lophozozymus dodone (Herbst, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.9zh469
title: Occurrence Download

description: A dataset containing 1290195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Geometry POLYGON((-107.38 36.78,-89.21 36.78,-89.21 40.23,-107.38 40.23,-107.38 36.78))",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 1290195 records from 392 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103669-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/hse-szg-1e4
title: Alpheus digitalis de Haan, 1844

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/py9-hm1-tm7
title: Metopograpsus latifrons (White, 1847)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r2n-f71-fdm
title: Chiromantes haematocheir (De Haan, 1833)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0ys-a1s-dye
title: Ocypode saratan (Forskål, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1ys-9dl-6ke
title: Alpheus malabaricus (Fabricius, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gnc-l7h-60v
title: Macropodia Leach, 1814

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ngd-6eg-vg0
title: Sudanonautes africanus (A. Milne-Edwards, 1869)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dq7-tg0-007
title: Petrarctus demani (Holthuis, 1946)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m6r-cds-hnp
title: Liomera cinctimanus (White, 1847)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lel-997-xmw
title: Trapezia cymodoce (Herbst, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ebb-b2c-gaw
title: Plesionika macropoda Chace, 1939

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f5v-lt8-ze2
title: Thaumastocaris streptopus Kemp, 1922

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nes-add-err
title: Thaumastocaris streptopus Kemp, 1922

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t9n-r8w-7gf
title: Plesionika longipes (A. Milne-Edwards, 1881)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1mh-znc-2df
title: Tetralia Dana, 1851

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pdx-ls8-fqm
title: Synalpheus coutierei A. H. Banner, 1953

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qhv-0wx-ay3
title: Philocheras trispinosus (Hailstone in Hailstone & Westwood, 1835)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eke-vf7-2z6
title: Periclimenes O. G. Costa, 1844

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qjp-p43-1ac
title: Periclimenes O. G. Costa, 1844

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/20h-n9l-g1s
title: Dasella herdmaniae (Lebour, 1938)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g9b-yn6-45c
title: Coenobita clypeatus (Fabricius, 1787)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xya-gyv-lgs
title: Climeniperaeus Bruce, 1995

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/anl-d67-aqn
title: Alpheus bucephalus Coutière, 1905

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m5t-y7b-mke
title: Periclimenaeus arabicus (Calman, 1939)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2sq-v7w-a4b
title: Alpheus clypeatus Coutière, 1905

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qcz-p8g-mfw
title: Dasella herdmaniae (Lebour, 1938)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k94-drv-ezm
title: Tetralia cinctipes Paulson, 1875

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7ax-hj1-4d6
title: Trapezia cymodoce (Herbst, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l1j-dln-4as
title: Periclimenaeus arabicus (Calman, 1939)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/00k-aag-gfy
title: Processa macrophthalma Nouvel & Holthuis, 1957

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5pn-ajf-deb
title: Geosesarma ocypodum (Nobili, 1900)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/enw-v46-slh
title: Alpheus serenei Tiwari, 1964

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gfl-seb-9b7
title: Periclimenes gonioporae Bruce, 1989

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4d4-9z2-9v6
title: Hamodactylus boschmai Holthuis, 1952

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9rl-nw1-l9l
title: Paraxanthias pachydactylus (A. Milne-Edwards, 1867)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/njk-nmg-5ev
title: Leptuca pugilator (Bosc, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4gc-qyf-3e1
title: Trapezia lutea Castro, 1997

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fhm-36t-j58
title: Thaumastocaris streptopus Kemp, 1922

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gyg-h4m-bqd
title: Cardus crucifer (Willemoes-Suhm in Thomson, 1873)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vq9-1sf-2el
title: Thaumastocaris streptopus Kemp, 1922

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/66h-1na-8jx
title: Hippolyte leptocerus (C. Heller, 1863)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x7n-ptm-pew
title: Hamopontonia corallicola Bruce, 1970

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l0t-hrx-68f
title: Merhippolyte ancistrota Crosnier & Forest, 1973

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t36-zyx-yjy
title: Synalpheus paraneomeris Coutière, 1905

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wya-tm5-k6z
title: Caridina wyckii (Hickson, 1888)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pb4-x0b-g8h
title: Hippolyte inermis Leach, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wvk-nb9-xvl
title: Wolffogebia nhatrangensis Nguyen Ngoc-Ho, Duong Ngoc-Dung & Tran Phi-Hung, 2001

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/83w-gzv-c0k
title: Eduarctus martensii (Pfeffer, 1881)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v0k-yyz-rhq
title: Lepidophthalmus richardi Felder & Manning, 1997

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kpf-5n6-j3q
title: Processa borboronica Holthuis, 1951

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/txw-cxk-7l1
title: Alcyonohippolyte commensalis (Kemp, 1925)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4b9-0hq-xr5
title: Ancylocaris Schenkel, 1902

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xm0-xz5-byr
title: Merhippolyte ancistrota Crosnier & Forest, 1973

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j2f-bv4-jsd
title: Tetraloides heterodactylus (Heller, 1860)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n1r-eb0-k25
title: Leander tenuicornis (Say, 1818)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/37n-sk9-tcy
title: Palaemon concinnus Dana, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jv9-nff-n20
title: Parribacus caledonicus Holthuis, 1960

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6jw-a8f-mdr
title: Pachygrapsus marmoratus (Fabricius, 1787)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/09l-zkd-yer
title: Climeniperaeus Bruce, 1995

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/279-bbx-0j1
title: Periclimenaeus ardeae Bruce, 1970

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