cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17316388
title: Data-driven conflict classification exposes weak predictive indicators
title: Triangle of madness dataset

description: Triangle of Madness

This repository contains the code and the data that was generated to perform the analysis shown in our paper (Kushwaha et al., Royal Society Open Science, 2025). This repository can be used to reproduce the results (figures) shown in the paper.

Instructions to reproduce results from the paper is shown in the next section.

Reproducing figures shown in paper

In order to reproduce the plots from the paper, follow the following instructions. Note: The following instructions work for linux systems with Conda preinstalled.

1) Extract the contents of this zip folder.

2) Then enter the folder:



$ cd triangle_of_madness


3) Install the python package using the "initial_installation.sh" file:



$ bash initial_installation.sh


During this installation process, a new conda environment will be created in your system and you will be prompted to name this new environment. Use this name in the next step.

4) Once the installation is complete, activate the installed conda environment.



$ conda activate <ENV NAME>


5) Run the "reproduce_plots.ipynb" jupyter notebook to reproduce results. Note: Figure 1 takes the most and significant amount of time to produce. Have some patience while running the notebook! 

Disclaimer

The code provided here is just a snapshot of the codebase at the time of the publication of our article. For any future potential updates check the corresponsing Github page: https://github.com/NirajKushwaha/triangle_of_madness. The version of the code provided in this Zenodo repository is in the branch called RSOS_2025.
DOI: 10.5281/zenodo.17316387
title: Data-driven conflict classification exposes weak predictive indicators
title: Triangle of madness dataset

description: Triangle of Madness

This repository contains the code and the data that was generated to perform the analysis shown in our paper (Kushwaha et al., Royal Society Open Science, 2025). This repository can be used to reproduce the results (figures) shown in the paper.

Instructions to reproduce results from the paper is shown in the next section.

Reproducing figures shown in paper

In order to reproduce the plots from the paper, follow the following instructions. Note: The following instructions work for linux systems with Conda preinstalled.

1) Extract the contents of this zip folder.

2) Then enter the folder:



$ cd triangle_of_madness


3) Install the python package using the "initial_installation.sh" file:



$ bash initial_installation.sh


During this installation process, a new conda environment will be created in your system and you will be prompted to name this new environment. Use this name in the next step.

4) Once the installation is complete, activate the installed conda environment.



$ conda activate <ENV NAME>


5) Run the "reproduce_plots.ipynb" jupyter notebook to reproduce results. Note: Figure 1 takes the most and significant amount of time to produce. Have some patience while running the notebook! 

Disclaimer

The code provided here is just a snapshot of the codebase at the time of the publication of our article. For any future potential updates check the corresponsing Github page: https://github.com/NirajKushwaha/triangle_of_madness. The version of the code provided in this Zenodo repository is in the branch called RSOS_2025.
DOI: 10.5281/zenodo.17644665
title: Metadata: catalogue data dictionary

description: Metadata: catalogue data dictionary supporting T4.6.
DOI: 10.5281/zenodo.17644666
title: Metadata: catalogue data dictionary

description: Metadata: catalogue data dictionary supporting T4.6.
DOI: 10.15468/dl.sqkcy7
title: Occurrence Download

description: A dataset containing 59384391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-82.63162 8.1478,-62.32644 8.5194,-62.32644 20.97423,-73.13546 19.27603,-81.90294 23.0429,-87.66922 20.97423,-89.41263 15.74251,-82.63162 8.1478))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 59384391 records from 3774 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043431-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ctuu5g
title: Occurrence Download

description: A dataset containing 484579 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chenopodium album L."
 ]
}

 The dataset includes 484579 records from 3019 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012413-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/0ta5gj
title: DummyData

description: Dummy Data being created
DOI: 10.15468/dl.xcfz9n
title: Occurrence Download

description: A dataset containing 2198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Omorgus suberosus (Fabricius, 1775)"
 ]
}

 The dataset includes 2198 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004914-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zhmbv8
title: Occurrence Download

description: A dataset containing 203213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "DatasetKey is Rotherham Biological Records Centre - Non-sensitive Records from all taxonomic groups",
 "Year 2010-2025"
 ]
}

 The dataset includes 203213 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011345-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110824964
title: Persepolis Fortification Elamite Tablet 2291.101, Fort 2291.101

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] Fort 2291.101 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. ❧ [Physical Object Note:] Left edge and lower left corner broken off. Cracks on obverse.
DOI: 10.25549/inscriptifact-ouc110824925
title: Persepolis Fortification Elamite Tablet 2291.101, Fort 2291.101

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] Fort 2291.101 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. ❧ [Physical Object Note:] Left edge and lower left corner broken off. Cracks on obverse.
DOI: 10.25549/inscriptifact-ouc110824923
title: Persepolis Fortification Elamite Tablet 2291.101, Fort 2291.101

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] Fort 2291.101 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. ❧ [Physical Object Note:] Left edge and lower left corner broken off. Cracks on obverse.
DOI: 10.25549/inscriptifact-ouc110824814
title: Persepolis Fortification Elamite Tablet 2291.101, Fort 2291.101

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] Fort 2291.101 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. ❧ [Physical Object Note:] Left edge and lower left corner broken off. Cracks on obverse.
DOI: 10.25549/inscriptifact-ouc110824916
title: Persepolis Fortification Elamite Tablet 2291.101, Fort 2291.101

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] Fort 2291.101 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. ❧ [Physical Object Note:] Left edge and lower left corner broken off. Cracks on obverse.
DOI: 10.25549/inscriptifact-ouc110823800
title: Persepolis Fortification Elamite Tablet 2280.101, Fort 2280.101

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] Fort 2280.101 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on right edge, reverse, upper edge. ❧ [Physical Object Note:] Left side of tablet missing.
DOI: 10.25549/inscriptifact-ouc110823787
title: Persepolis Fortification Elamite Tablet 2280.101, Fort 2280.101

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] Fort 2280.101 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on right edge, reverse, upper edge. ❧ [Physical Object Note:] Left side of tablet missing.
DOI: 10.3535/0bl-0t3-cvg
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vcv-97s-mw0
title: Chordata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9s4-5yv-8zh
title: Hoplobrotula

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dxl-l8d-kqx
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hxb-cw6-zbp
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sfm-vpp-vt6
title: Cervus elaphus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ve6-pej-2ql
title: Myodes Pallas, 1811

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7t1-rj9-5m1
title: Capra Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tmh-h0b-f6l
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lk6-q0y-gcf
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tbf-y6c-ta9
title: Oryzomys Baird, 1857

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mt8-3n4-3dl
title: Pandalus montagui Leach 1814

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/x8p-1y6-cfv
title: Pandalus montagui Leach 1814

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/39d-cjs-hb9
title: Callianidea typa (H. Milne-Edwards 1837)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/zbj-px5-8lb
title: Callianassa bouvieri Nobili 1904

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/h1l-42e-nnh
title: Pontophilus spinosus (Leach 1815)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/vzg-csr-kza
title: Philocheras bispinosus (Hailstone 1835)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/skv-a8j-tdk
title: Philocheras trispinosus (Hailstone 1835)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/m18-rt7-gny
title: Pontophilus spinosus (Leach 1815)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/shs-gcs-wfe
title: Philocheras bispinosus (Hailstone 1835)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/99a-lah-7v2
title: Macrobrachium scabriculum (Heller 1862)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/m8j-8p5-wl0
title: Pontophilus spinosus (Leach 1815)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/e03-22x-ldm
title: Anapagurus laevis (Bell 1845)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/sf9-a6y-x1m
title: Pagurus pubescens Kröyer 1838

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/fsb-yhd-pkx
title: Anapagurus laevis (Bell 1845)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/z8t-h2n-6zx
title: Anapagurus laevis (Bell 1845)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/es2-phf-nx6
title: Oniscus asellus Linnaeus 1758

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/eta-q6m-zcr
title: Trachelipus rathkii (Brandt 1833)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/pkt-65j-2pa
title: Pontophilus spinosus (Leach 1815)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/0a7-5l7-rp5
title: Pagurus pubescens Kröyer 1838

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/c9c-e8q-cas
title: Trachelipus rathkii (Brandt 1833)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/cs6-n49-zlj
title: Pagurus pubescens Kröyer 1838

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/czw-nek-v5p
title: Oniscus asellus Linnaeus 1758

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/0sr-lmz-3q6
title: Pagurus pubescens Kröyer 1838

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/r5h-pse-vp9
title: Lithodes maja (Linnaeus 1758)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/26h-dnc-7s2
title: Pandalus montagui Leach 1814

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/k55-g83-3k7
title: Oniscus asellus Linnaeus 1758

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/zvc-xr5-5c3
title: Pandalus montagui Leach 1814

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/hqk-mxv-dhb
title: Lithodes maja (Linnaeus 1758)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/qlm-2ax-q20
title: Pandalus borealis Kröyer 1838

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/0at-3lf-2qb
title: Anapagurus laevis (Bell 1845)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/2jh-d3e-lx4
title: Sabinea sarsii Smith 1879

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/2kc-ebf-djc
title: Pandalus borealis Kröyer 1838

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/npt-5hm-6d9
title: Pontophilus spinosus (Leach 1815)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/rbw-zv9-nw6
title: Pandalus montagui Leach 1814

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/lj0-mjq-lfv
title: Armadillidium vulgare (Latreille 1804)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/sr4-kbe-1pa
title: Armadillidium nasatum Budde-Lund 1885

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/l57-p5p-x3q
title: Anapagurus laevis (Bell 1845)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/y87-lvz-6vb
title: Pandalus propinquus G. O. Sars 1870

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/j22-88z-w9j
title: Neocallichirus indicus (de Man 1905)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/pg6-5kg-639
title: Trachelipus rathkii (Brandt 1833)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.34740/kaggle/dsv/14530997
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.3535/de0-sm1-lz9
title: Armadillidium nasatum Budde-Lund 1885

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/pmv-xbm-btw
title: Armadillidium vulgare (Latreille 1804)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/yhq-44k-dw0
title: Armadillidium vulgare (Latreille 1804)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/32g-hg8-3j3
title: Armadillidium opacum (C. L. Koch 1841)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/ple-730-qsw
title: Trachelipus rathkii (Brandt 1833)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/5l7-zky-ffr
title: Pandalus montagui Leach 1814

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/kdm-m34-j31
title: Trachelipus rathkii (Brandt 1833)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/m87-64q-xkc
title: Trachelipus rathkii (Brandt 1833)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/74v-cwm-kkv
title: Pandalus montagui Leach 1814

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/zvp-yq0-sk9
title: Pandalus montagui Leach 1814

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/6c6-ee9-b9e
title: Armadillidium vulgare (Latreille 1804)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/3b1-eq0-csq
title: Pagurus pubescens Kröyer 1838

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/5qz-d6d-54g
title: Lithodes maja (Linnaeus 1758)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/hmg-hdv-87q
title: Spirontocaris liljeborgii (Danielssen 1859)

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/v82-naj-jby
title: Dichelopandalus bonnieri Caullery 1896

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/2j3-tl1-yk7
title: Pandalus montagui Leach 1814

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/z1z-68n-m87
title: Pandalus montagui Leach 1814

description: Digital Specimen for the physical specimen hosted at Senckenberg Research Institute and Natural History Museum Frankfurt/M.
DOI: 10.3535/35n-d8t-k7c
title: Pandalus montagui Leach 1814

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