cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.14272/prppwjyuzwuxpd-uhfffaoysa-n/chmo0000596.1
title: distortionless enhancement with polarization transfer (DEPT) ()
title: InChI=1S/C47H34O2S4/c1-48-47(49-2)45(41-29-25-37(52-41)33-19-11-5-12-20-33)43(39-27-23-35(50-39)31-15-7-3-8-16-31)44(40-28-24-36(51-40)32-17-9-4-10-18-32)46(47)42-30-26-38(53-42)34-21-13-6-14-22-34/h3-30H,1-2H3

description: dataset for distortionless enhancement with polarization transfer (DEPT)
DOI: 10.14272/prppwjyuzwuxpd-uhfffaoysa-n/chmo0001150
title: 1H--1H correlation spectroscopy (1H-1H COSY) ()
title: InChI=1S/C47H34O2S4/c1-48-47(49-2)45(41-29-25-37(52-41)33-19-11-5-12-20-33)43(39-27-23-35(50-39)31-15-7-3-8-16-31)44(40-28-24-36(51-40)32-17-9-4-10-18-32)46(47)42-30-26-38(53-42)34-21-13-6-14-22-34/h3-30H,1-2H3

description: dataset for 1H--1H correlation spectroscopy (1H-1H COSY)
DOI: 10.14272/prppwjyuzwuxpd-uhfffaoysa-n/chmo0000596
title: distortionless enhancement with polarization transfer (DEPT) ()
title: InChI=1S/C47H34O2S4/c1-48-47(49-2)45(41-29-25-37(52-41)33-19-11-5-12-20-33)43(39-27-23-35(50-39)31-15-7-3-8-16-31)44(40-28-24-36(51-40)32-17-9-4-10-18-32)46(47)42-30-26-38(53-42)34-21-13-6-14-22-34/h3-30H,1-2H3

description: dataset for distortionless enhancement with polarization transfer (DEPT)
DOI: 10.15468/dl.dccp7h
title: Occurrence Download

description: A dataset containing 708 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-116.55811 4.06497,-49.44189 4.06497,-49.44189 30.93503,-116.55811 30.93503,-116.55811 4.06497))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Erythroxylum rotundifolium"
 ]
}

 The dataset includes 708 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044329-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15269572
title: Unraveling Effect Pathways and Biomagnification: The Impact of a Polyfluoroalkyl Fungicide on an Aquatic Decomposer-Detritivore System

description: This dataset features data of the associated study, which is currently submitted for publication. The respective DOI will be supplied upon acceptance.
DOI: 10.5281/zenodo.15269573
title: Unraveling Effect Pathways and Biomagnification: The Impact of a Polyfluoroalkyl Fungicide on an Aquatic Decomposer-Detritivore System

description: This dataset features data of the associated study, which is currently submitted for publication. The respective DOI will be supplied upon acceptance.
DOI: 10.15468/dl.7ha6e2
title: Occurrence Download

description: A dataset containing 52533 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Imperata cylindrica (L.) Raeusch."
 ]
}

 The dataset includes 52533 records from 598 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006399-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29147681
title: Replication package for "RAG-Reviewer: A Retrieval-Augmented Generation Framework for Automated Code Review Comment Generation"

description: This repository contains artifacts for the experiments described in RQ1~RQ3.<b>fine_tuned_checkpoints.zip</b><br>Checkpoints for each experimental run. Each folder follows the naming convention:<br><code>modelName_ragStrategy_finetuned_best_ckp_epoch</code>, where:<code>modelName</code> refers to the backbone model (e.g., CodeT5, CodeReviewer).<code>ragStrategy</code> denotes the prompting strategy: <code>rag_pair</code>, <code>rag_singleton</code>, or <code>vanilla</code>.<code>epoch</code> indicates the best-performing epoch based on validation performance.<b>code_embeddings.zip</b><br>Vector embeddings of source code from the Tufano et al. dataset (train/val/test splits).<br>Embeddings are stored as <code>.pkl</code> files and used for retrieval tasks.<b>rag_candidate.zip</b><br>Contains the top-K most similar training examples for each instance in the train, validation, and test sets.<br>These candidates were selected using semantic similarity for retrieval-augmented generation (RAG).The source code for reproducing these experiments is available on GitHub:<br>https://github.com/RAG-Reviewer/RAG-Reviewer
DOI: 10.6084/m9.figshare.29147681.v2
title: Replication package for "RAG-Reviewer: A Retrieval-Augmented Generation Framework for Automated Code Review Comment Generation"

description: This repository contains artifacts for the experiments described in RQ1~RQ3.<b>fine_tuned_checkpoints.zip</b><br>Checkpoints for each experimental run. Each folder follows the naming convention:<br><code>modelName_ragStrategy_finetuned_best_ckp_epoch</code>, where:<code>modelName</code> refers to the backbone model (e.g., CodeT5, CodeReviewer).<code>ragStrategy</code> denotes the prompting strategy: <code>rag_pair</code>, <code>rag_singleton</code>, or <code>vanilla</code>.<code>epoch</code> indicates the best-performing epoch based on validation performance.<b>code_embeddings.zip</b><br>Vector embeddings of source code from the Tufano et al. dataset (train/val/test splits).<br>Embeddings are stored as <code>.pkl</code> files and used for retrieval tasks.<b>rag_candidate.zip</b><br>Contains the top-K most similar training examples for each instance in the train, validation, and test sets.<br>These candidates were selected using semantic similarity for retrieval-augmented generation (RAG).The source code for reproducing these experiments is available on GitHub:<br>https://github.com/RAG-Reviewer/RAG-Reviewer
DOI: 10.5281/zenodo.14506687
title: Plastic Pirates - Go Europe!: Floating macro-, meso- and microlitter data collected by citizens in rivers in Europe between 2022 and 2024

description: Floating macro-, meso- and microlitter data collected by school children from the surface water of European rivers and streams in the period 2022-2024 for the Plastic Pirates – Go Europe! project. The data have been validated by experts. (Micro)litter particles have been analysed in the lab by experts to assess their characteristics. 

Acknowledgement: These data have been collected by numerous school schildren and their teachers from primary and secondary schools. We would like to thank all of them for their valuable contributions. 

Over the years, countless people have contributed to the Plastic Pirates project. The concept for it is based on the citizen science projects Científicos de la Basura and Following the Pathways of Litter and has been continously developed by colleagues from Kiel Science Factory (Germany), the Científicos de la Basura at Universidad Católica del Norte (Chile), the Ecologic Institute (Germany) and the partner institutions of the Plastic Pirates - Go Europe! initiative. The design of the material was done by familie redlich AG, KOMPAKTMEDIEN, the Ecologic Institute and the DLR Project Management Agency (Germany).

The data files contain data on the amount of floating litter observed, the sampling effort and the characteristics (size, type, colour, material) of the (micro)litter particles. The data are collected in Austria, Belgium, Hungary, Portugal and Slovenia during the autumn 2022, spring 2023, autumn 2023 and spring 2024 sampling campaigns of the project. The sampling methods used can be found in the Plastic Pirates project booklet (methods for group C and D): https://www.plastic-pirates.eu/en/material/download.
DOI: 10.6084/m9.figshare.28418255.v1
title: A first-order regularized approach to the order-value optimization problem

description: Minimization of the order-value function is part of a large family of problems involving functions whose value is calculated by sorting values from a set or subset of other functions. The order-value function has as particular cases the minimum and maximum functions of a set of functions and is well suited for applications involving robust estimation. In this paper, a first-order method with quadratic regularization to solve the problem of minimizing the order-value function is proposed. An optimality condition for the problem and theoretical results of iteration complexity and evaluation complexity for the proposed method are presented. The applicability of the problem and method to parameter estimation problems with outliers is illustrated.
DOI: 10.5281/zenodo.15554437
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250530n Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250530n Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15554438
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250530n Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250530n Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.3589kf
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mikania glauca Mart. ex Baker"
 ]
}

 The dataset includes 209 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000780-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/ssy-h1b-k46
title: Lynceus Müller 1776

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/vxf-drd-hxa
title: Liocarcinus arcuatus (Leach 1814)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/m3e-699-0n7
title: Orchomenella  zschaui  (Pfeffer 1888)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/yjr-2fk-ezq
title: Pacifastacus (Hobbsastacus) gambelii (Girard 1852)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/q9a-533-3gv
title: Liocarcinus holsatus (Fabricius 1798)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/rl0-j14-p8z
title: Pacifastacus (Pacifastacus) leniusculus Dana

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/xgr-0rg-1y3
title: Bovallia gigantea  Pfeffer 1888

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/y93-5hz-w4d
title: Hyas araneus (Linnaeus 1758)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/98w-8wr-gqa
title: Diastylis rathkei (Krøyer 1841)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/nmp-eyc-99t
title: Cherax buitendijkae Holthuis 1949

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/cwt-zxw-ns7
title: Ebalia cranchii Leach 1817

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/vq7-n3l-cvc
title: Liocarcinus holsatus (Fabricius 1798)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/6yb-61j-fbl
title: Orconectes limosus (Rafinesque 1817)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/30c-j6q-9wx
title: Orconectes limosus (Rafinesque 1817)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/76c-er0-h3z
title: Galathea squamifera Leach 1814

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/6wq-a92-9xc
title: Pisidia longicornis (Linnaeus 1767)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/m6g-9tj-s4f
title: Carcinus maenas (Linnaeus 1758)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/6xt-ben-mvf
title: Homarus gammarus (Linnaeus 1758)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/81x-34y-em5
title: Lernaeocera branchialis

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/83w-vj4-327
title: Homarus gammarus (Linnaeus 1758)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/yar-pz5-ms7
title: Specimen from Senckenberg Research Institute and Natural History Museum Frankfurt/M

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/21n-elb-q04
title: Oxyurostylis smithi Calman 1912

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/3zf-ag9-xe8
title: Oxyurostylis smithi Calman 1912

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/hr5-1e5-l8s
title: Squilla cadenati Manning 1970

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/nrc-j0l-fqy
title: Leucon (Leucon) americanus Zimmer 1943

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/3bz-eek-7ah
title: Oxyurostylis smithi Calman 1912

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/jzr-6y2-anx
title: Carcinus maenas (Linnaeus 1758)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/698-heg-lpr
title: Oxyurostylis smithi Calman 1912

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/sw5-x1p-q97
title: Oxyurostylis smithi Calman 1912

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/ej7-xkv-7sv
title: Oxyurostylis smithi Calman 1912

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/wdf-x80-nzs
title: Pilumnus hirtellus (Linnaeus 1761)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/1w4-jhk-r1q
title: Hyas araneus (Linnaeus 1758)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/pgc-x9n-w6d
title: Hyas araneus (Linnaeus 1758)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/dbf-3ms-407
title: Hyas araneus (Linnaeus 1758)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/6zn-nvz-7gn
title: Hyas araneus (Linnaeus 1758)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/nz1-8cr-srv
title: Gigantodiaptomus amblyodon (Marenzeller 1873)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/a47-5by-axc
title: Oxyurostylis smithi Calman 1912

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/r6m-rz8-3p4
title: Squilla cadenati Manning 1970

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/h1j-kkw-6dq
title: Gammarus

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/rv1-2ey-71f
title: Galathea squamifera Leach 1814

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/w8c-b3j-rfq
title: Gammarus

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/0bh-b9v-h88
title: Oxyurostylis smithi Calman 1912

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/s2h-gqv-6jv
title: Oxyurostylis smithi Calman 1912

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/4rg-2f1-232
title: Carcinus maenas (Linnaeus 1758)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/y46-bap-c1v
title: Oxyurostylis smithi Calman 1912

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/3ch-8er-9fe
title: Specimen from Senckenberg Research Institute and Natural History Museum Frankfurt/M

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/ycw-hml-a18
title: Liocarcinus holsatus (Fabricius 1798)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/lv8-hnc-2bh
title: Carcinus maenas (Linnaeus 1758)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/y2a-spw-ess
title: Oxyurostylis smithi Calman 1912

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/7qj-5dx-p4n
title: Caprella acanthifera Leach 1814

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/lvm-fmg-d48
title: Oxyurostylis smithi Calman 1912

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/qxj-d18-99c
title: Mysis mixta Liljeborg 1853

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/xnh-cwd-7vd
title: Diastylis rathkei (Krøyer 1841)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/rs7-c4f-0ym
title: Leucon (Leucon) americanus Zimmer 1943

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/xm1-wys-kzn
title: Leucon (Leucon) americanus Zimmer 1943

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/1en-vah-g9g
title: Hyas araneus (Linnaeus 1758)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/x0e-20y-kdw
title: Hyas araneus (Linnaeus 1758)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/g6p-zh3-1gy
title: Oxyurostylis smithi Calman 1912

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/s0d-1vg-2m3
title: Oxyurostylis smithi Calman 1912

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/0fd-zb9-jb3
title: Oxyurostylis smithi Calman 1912

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/616-tfa-t39
title: Oxyurostylis smithi Calman 1912

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/d34-mvl-9yd
title: Oxyurostylis smithi Calman 1912

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/rpl-0t7-9m6
title: Neomysis integer (Leach 1814)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/hxg-7sj-1fd
title: Oxyurostylis smithi Calman 1912

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/re2-p4k-fv1
title: Caprella linearis Linnaeus 1767

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/99c-tlb-wx0
title: Calliopius laeviusculus (Kroyer 1838)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/ate-tbd-pm3
title: Oxyurostylis smithi Calman 1912

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/29d-g1w-2zb
title: Semibalanus balanoides

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/nct-dmz-7jd
title: Oxyurostylis smithi Calman 1912

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/034-7pk-k45
title: Pagurus bernhardus (Linnaeus 1758)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/as1-xxl-v4k
title: Carcinus maenas (Linnaeus 1758)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.