cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8seq7y
title: Occurrence Download

description: A dataset containing 328 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saussurea obvallata (DC.) Sch.Bip."
 ]
}

 The dataset includes 328 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105055-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/ld7-w4l-b5w
title: Alpheus sudara A. H. Banner & D. M. Banner, 1966

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pwy-j6p-hv8
title: Alpheus dentipes Guérin, 1832

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2k2-68w-nya
title: Caridina lanceolata Woltereck, 1937

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w49-xqv-sh2
title: Alpheus dentipes Guérin, 1832

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h7w-90k-mv5
title: Oplophorus spinosus (Brullé, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3lp-6hn-msz
title: Palaemon vicinus Ashelby, 2009

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xky-dk0-714
title: Oplophorus gracilirostris A. Milne-Edwards, 1881

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bps-stz-yaa
title: Periclimenes soror Nobili, 1904

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.27063289.v2
title: Leaves and roots respond independently to autumn freezing stress in perennial herbaceous species on Tibetan Plateau Evidence from two distinct sampling approaches.xls

description: More details see Readme.
DOI: 10.15468/dl.f9wt8d
title: Occurrence Download

description: A dataset containing 1216205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-05-12",
 "EventDate is less than or equal to 2025-06-11",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 1216205 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105036-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/dva-8y5-ffq
title: Alpheus diadema Dana, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pqe-l2b-4pj
title: Alpheus Fabricius, 1798

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5t7-dkj-wnd
title: Automate dolichognatha De Man, 1888

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l01-h9l-0aw
title: Pseudomyra mbizi Capart, 1951

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p2j-yj7-ttg
title: Homola barbata (Fabricius, 1793)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6mv-nxp-pkj
title: Thaumastocaris streptopus Kemp, 1922

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y4m-l9n-4jq
title: Automate dolichognatha De Man, 1888

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cr0-sl8-hq4
title: Minuca osa (Landstorfer & Schubart, 2010)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j3q-qm6-n5h
title: Periclimenaeus rhodope (Nobili, 1904)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ejk-gam-j7a
title: Faxonius limosus (Rafinesque, 1817)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mj3-x7e-j7p
title: Ancylomenes venustus (Bruce, 1989)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/483-sjn-kdk
title: Lithoscaptus semperi van der Meij, 2015

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/154-fpv-54p
title: Macrobrachium sintangense (De Man, 1898)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1yy-lvq-afw
title: Pseudocryptochirus viridis Hiro, 1938

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2f3-ten-1xt
title: Macrobrachium equidens (Dana, 1852)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qgn-j5l-bbd
title: Macrobrachium lar (J. C. Fabricius, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/svq-eps-sls
title: Palaemon varians Leach, 1813

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4x3-rn6-52y
title: Thaumastocaris streptopus Kemp, 1922

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b7g-wl4-3v6
title: Cinetorhynchus reticulatus Okuno, 1997

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4bc-k3j-psv
title: Palaemon semmelinkii (De Man, 1881)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nsd-5jw-4hq
title: Orthopontonia ornata (Bruce, 1970)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f4q-m5r-vd7
title: Alpheus platydactylus Coutière, 1897

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pme-qlh-dj7
title: Alpheus macrocheles (Hailstone, 1835)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9y1-920-mlb
title: Thaumastocaris streptopus Kemp, 1922

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gcq-c4v-d8c
title: Periclimenoides odontodactylus (Fujino & Miyake, 1968)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ta7-615-g4h
title: Orthopontonia ornata (Bruce, 1970)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/36n-2ts-bcx
title: Austropotamobius torrentium (von Paula Schrank, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t3k-1lq-mdt
title: Alpheus macrocheles (Hailstone, 1835)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7c8-xdl-dav
title: Ucides cordatus (Linnaeus, 1763)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6p4-hwr-291
title: Macrobrachium surinamicum Holthuis, 1948

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k1w-ce3-pab
title: Macropodia tenuirostris (Leach, 1814)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/41y-e44-7h8
title: Macrobrachium nipponense (De Haan, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d5b-fkj-5np
title: Neopontonides beaufortensis (Borradaile, 1920)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yr0-rx5-xtf
title: Macrobrachium amazonicum (Heller, 1862)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3ee-wvm-163
title: Procambarus acutus (Girard, 1852)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ppw-0xh-0s9
title: Heterocarpus ensifer A. Milne-Edwards, 1881

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.ed5x8a
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvia verbenaca L.",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 66 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105056-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/61c-5se-tc5
title: Alpheus dentipes Guérin, 1832

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xrg-lf4-yb5
title: Macrobrachium lar (J. C. Fabricius, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7yp-18d-thy
title: Typton spongicola O. G. Costa, 1844

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pxs-48p-z25
title: Neocaridina Kubo, 1938

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pn2-t2c-sr4
title: Palaemon elegans Rathke, 1837

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v2x-vra-7c6
title: Typton spongicola O. G. Costa, 1844

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8a4-8tq-l7c
title: Palaemon varians Leach, 1813

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b9b-ahn-t6y
title: Oplophorus spinosus (Brullé, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m76-adg-fj3
title: Myra fugax (Fabricius, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.f3aryf
title: Occurrence Download

description: A dataset containing 247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvia verbenaca L.",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 247 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105057-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/frv-c81-06c
title: Alpheus frontalis H. Milne-Edwards, 1837

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mnj-g0w-pg1
title: Clinothelphusa kakoota Ng & Tay, 2001

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qjn-0h8-fs5
title: Rapipontonia platalea (Holthuis, 1951)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rje-en5-ajm
title: Acetes marinus Omori, 1975

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zpa-dbc-9lq
title: Palaemonella rotumana (Borradaile, 1898)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/77w-mhx-6kd
title: Palaemon varians Leach, 1813

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8vq-1af-f3z
title: Polycheles typhlops C. Heller, 1862

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tjf-mj2-q0g
title: Palaemonella tenuipes Dana, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v17-sc1-t5q
title: Penaeus subtilis Pérez Farfante, 1967

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k7z-tc6-l6q
title: Stereomastis nana (S. I. Smith, 1884)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rex-mqg-jar
title: Mahatha adonis Ng & Tay, 2001

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eha-8l6-q9g
title: Parthenope Weber, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9gp-zrn-9ft
title: Macrobrachium pilimanus (De Man, 1879)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zj5-ddr-5fs
title: Metopograpsus frontalis Miers, 1880

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/30w-41s-jfq
title: Hyastenus aries (Latreille, 1825)

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

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ptx-2xb-qk3
title: Periclimenaeus spongicola Holthuis, 1952

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/68c-973-asf
title: Acetes erythraeus Nobili, 1905

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xb0-gx2-a4l
title: Harpiliopsis depressa (Stimpson, 1860)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/417-29m-h7j
title: Tenuipedium palaemonoides (Holthuis, 1950)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t78-xts-r9w
title: Alpheus dentipes Guérin, 1832

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p81-7ja-0a9
title: Vir smiti Fransen & Holthuis, 2007

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t6m-czj-v8x
title: Atergatopsis tweediei Balss, 1938

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6rw-p91-c5y
title: Robustosergia robusta (S. I. Smith, 1882)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k6m-lc8-4xd
title: Ancylocaris Schenkel, 1902

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p3h-a5y-4zq
title: Robustosergia robusta (S. I. Smith, 1882)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a3b-86n-nr4
title: Coenobita rugosus H. Milne-Edwards, 1837

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qf9-bm6-rny
title: Coralliocaris venusta Kemp, 1922

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0ex-kxh-lby
title: Palaemonella rotumana (Borradaile, 1898)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rbx-s0b-m23
title: Alpheus edwardsii (Andouin, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.rwxxn6
title: Occurrence Download

description: A dataset containing 641 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lycianthes lysimachioides (Wall.) Bitter"
 ]
}

 The dataset includes 641 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105058-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/36k-r1l-t5e
title: Alpheus Fabricius, 1798

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9da-83s-08w
title: Paratya intermedia Roux, 1926

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/505-xxd-ckx
title: Jocaste lucina (Nobili, 1901)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.15797888
title: TimesNet-based real-time forecasting system for F10.7 index using DRAO and Chinese Langfang datasets

description: This repository contains the datasets and experimental code used in our research, as well as documentation for these files, named "TimesNet_F10.7." In this paper, we constructed the DRAO univariate dataset (http://www.celestrak.com/SpaceData/SW-All.txt), DRAO multivariate dataset, Langfang daily-averaged dataset, and Langfang hourly-resolution dataset. The prediction datasets for BGS, CLS, and SWPC are sourced from (https://swe.ssa.esa.int/en/forind-federated).

Folder "1" corresponds to Innovation Point 1, where we developed five deep learning models (TimesNet, iTransformer, PatchTST, N-beats, BiGRU) and a benchmark model ANN for F10.7 forecasting. On the DRAO univariate dataset, we conducted a comparative study of the forecasting performance of these six models.

Folder "2" corresponds to Innovation Point 2, where we studied the impact of different combinations of multivariate features on the performance of the recommended model, TimesNet, using the DRAO multivariate dataset.

Folder "3" corresponds to Innovation Point 3, where, based on univariate feature model (TimesNet-F) and multivariate feature model (TimesNet-FIAC), we developed a real-time forecasting system for F10.7.

Folder "4" corresponds to Innovation Point 4, where we compared the forecasting performance of our models with that of four foreign research institutions (BGS, SWPC, CLS, DRAO) during the same period.

Folder "5" corresponds to Innovation Point 5, where we applied TimesNet-F model to conduct daily-averaged and hourly-resolution forecasting studies for F10.7 index from the L&S telescope in Langfang, China.
DOI: 10.3535/1gr-k9c-fq9
title: Thor amboinensis (De Man, 1888)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kyn-q8s-jkw
title: Calcinus haigae Wooster, 1984

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4b8-9l7-fl3
title: Crangon crangon (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nzq-c9j-mwy
title: Panulirus homarus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4qr-0jn-zc9
title: Pilumnus hirtellus (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jqn-lze-z73
title: Crangon crangon (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ap5-bre-qnv
title: Systellaspis debilis (A. Milne-Edwards, 1881)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g67-3h5-ky8
title: Thalamita Latreille, 1829

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j0z-tny-xgr
title: Panulirus homarus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2j0-bzn-cyq
title: Hamopontonia corallicola Bruce, 1970

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/85m-qg0-p6g
title: Porcellana platycheles (Pennant, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nsg-v7m-fw9
title: Paratya intermedia Roux, 1926

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/thy-wf6-jrs
title: Dyspanopeus sayi (Smith, 1869)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3gh-p6n-c0j
title: Pilumnus hirtellus (Linnaeus, 1761)

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

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ws5-st2-x2h
title: Macrobrachium equidens (Dana, 1852)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b4x-4tg-hyy
title: Xantho floridus (Linnaeus, 1767 sensu Montagu, 1808)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/spx-xvs-9d2
title: Macrobrachium equidens (Dana, 1852)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0k0-j4l-0rs
title: Willemoesia leptodactyla (Willemoes-Suhm in Thomson, 1873)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ewz-e8b-ygl
title: Willemoesia leptodactyla (Willemoes-Suhm in Thomson, 1873)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/01k-x3t-bvr
title: Uroptychus concolor (A. Milne-Edwards & Bouvier, 1894)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hhg-d0t-1lg
title: Plesionika narval (Fabricius, 1787)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bp7-qj9-023
title: Sicyonia burkenroadi Cobb, 1971

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p37-fte-k2x
title: Parapenaeus longipes Alcock, 1905

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/601-z69-hnx
title: Lithoscaptus doughnut Wong, Tsao, Qiu & Chan, 2023

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vzq-ay2-jhq
title: Potimirim glabra (Kingsley, 1878)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xh4-sbr-ccb
title: Nematocarcinus gracilipes Filhol, 1884

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3l0-yyd-140
title: Neopisosoma angustifrons (J. E. Benedict, 1901)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m2c-8w0-kef
title: Palaemon Weber, 1795

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