cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/cjk-044-82b
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pkh-j8g-h1z
title: Amphistegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a6h-tr3-7m9
title: Orthiopteris Copel.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j8c-fsv-yp8
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.zpjez2
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tylosurus choram",
 "Country is Israel",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017492-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/63v-j5r-tq0
title: Amphistegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6tm-t6l-sre
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q54-01w-1wc
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yhf-5k8-06a
title: Amphistegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3q9-4qm-84v
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lgl-s8g-1d3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6j0-n1c-64e
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n1n-dyz-5cq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/te4-nl4-vlp
title: †Spiroclypeus tidoenganensis van der Vlerk, 1925

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bfw-7eq-td5
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rhw-ljn-39r
title: †Fallotella cookei (Moberg, 1928)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x90-ptc-2ck
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r80-lbv-25r
title: Lenticulina gibba (d'Orbigny, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z6t-f5m-f88
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fg1-ld1-h90
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gb0-65j-qm4
title: †Orbitoclypeus douvillei subsp. chudeaui (Schlumberger, 1903)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wg9-lt7-s6e
title: †Spiroclypeus Douvillé, 1905

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a0a-w6j-4kv
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j2g-3t0-9fw
title: †Nummulites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qn5-r3z-tw6
title: Sphaerogypsina globulus (Reuss, 1848)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wps-l31-a4f
title: †Lepidocyclina Gümbel, 1870

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.68ahmy
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tylosurus choram",
 "Country is Egypt",
 "HasCoordinate is true"
 ]
}

 The dataset includes 42 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017491-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/bkg-yk7-3re
title: Orbulina universa d'Orbigny, 1839

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f4t-gmh-7hm
title: †Asterocyclina pentagonalis (Schafhäutl, 1863)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bvc-0hc-ebj
title: Amphistegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3jx-nwp-jty
title: Sphaerogypsina globulus (Reuss, 1848)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5e0-an1-807
title: †Flosculinella bontangensis (L. Rutten, 1912)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5ta-h33-lgy
title: †Nummulites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y64-yxe-vz0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.72m9yb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tylosurus choram",
 "Country is Lebanon",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017493-250811113504898/datasets/export for details.
DOI: 10.3535/4gs-mf3-byk
title: Eponides beisseli Schijfsma, 1946

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wmk-8xs-h7e
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x64-exs-kjh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/km8-q6n-ck4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ry5-j80-a36
title: †Flosculinella bontangensis (L. Rutten, 1912)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2bh-rps-mr0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gjf-7rh-frg
title: Echinoidea Schumacher, 1817

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5j2-rfr-fhg
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yjl-lvq-s8l
title: †Spiroclypeus Douvillé, 1905

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y66-jqb-8sv
title: Leptomeria R. Br.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vx1-c80-zkp
title: †Spiroclypeus tidoenganensis van der Vlerk, 1925

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xaj-5g6-abx
title: †Spiroclypeus Douvillé, 1905

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/62r-371-awf
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c9k-tx6-40m
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0ne-r5q-s8s
title: †Heterostegina (Vlerkina) borneensis van der Vlerk, 1929

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4at-w4v-ywk
title: Amphistegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/szc-2vy-vbg
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.15589100
title: Dataset from:An Evaluation of Large Language Models in Bioinformatics Research

description: This repository contains the data and code to reproduce the results of our paper: An Evaluation of Large Language Models in Bioinformatics Research

 Authors: Hengchuang Yin; Lun Hu

 

Abstract: Large language models, such as the GPT series, have revolutionized natural language processing by demonstrating strong capabilities in text generation and reasoning. However, their potential in the field of bioinformatics, characterized by complex biological data and specialized knowledge, has not been fully evaluated. In this study, we systematically assess the performance of multiple advanced and widely used LLMs on six diverse bioinformatics tasks: drug-drug interaction prediction, antimicrobial and anticancer peptide identification, molecular optimization, gene and protein named entity recognition, single-cell type annotation, and bioinformatics problem solving.Our experimental results demonstrate that, with appropriate prompt design and limited task-specific fine-tuning, general-purpose LLMs can achieve competitive or even superior performance compared to traditional models that require extensive computational resources and technical design across various tasks. Our analysis further uncovers the current limitations of LLMs in handling structurally complex and knowledge-intensive bioinformatics problems. Overall, this study demonstrates the broad prospects of LLMs in bioinformatics while emphasizing their limitations, providing valuable insights for future research at the intersection of LLMs and bioinformatics.

 

 

 

 

 

 

Section_A_ddi:

ddinter_positive_samples.csv: Positive drug–drug interaction (DDI) pairs curated from the DDInter database.

ddinter_negative_samples.csv: Negative drug–drug interaction (DDI) pairs (no known interactions), used for supervised classification.

drug_description_embeddings_all-mpnet-base-v2.npy: Drug description embeddings generated using the all-mpnet-base-v2 model.

drug_description_embeddings_bge-large-en-v1.5.npy: Drug description embeddings generated using the bge-large-en-v1.5 model.

drug_description_embeddings_e5-small-v2.npy: Drug description embeddings generated using the e5-small-v2 model.

drug_description_embeddings_gtr-t5-large.npy: Drug description embeddings generated using the gtr-t5-large model.

drug_description_embeddings_text_embedding_3_large.npy: Drug description embeddings generated using OpenAI's text-embedding-3-large model.

drug_description_embeddings_text_embedding_3_small.npy: Drug description embeddings generated using OpenAI's text-embedding-3-small model.

drug_description_embeddings_text_embedding_ada_002.npy: Drug description embeddings generated using OpenAI's text-embedding-ada-002 model.

 

 

 

 

 

 

We hereby confirm that the dataset associated with the research described in this work is made available to the public under the Creative Commons Zero (CC0) license.

 

 

Contact 

If you have any questions, please don't hesitate to ask me: yinhengchuang@ms.xjb.ac.cn or hulun@ms.xjb.ac.cn
DOI: 10.3535/8mf-00e-460
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/knx-9cr-3r2
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16892005
title: Dataset from:An Evaluation of Large Language Models in Bioinformatics Research

description: This repository contains the data and code to reproduce the results of our paper: An Evaluation of Large Language Models in Bioinformatics Research

 Authors: Hengchuang Yin; Lun Hu

 

Abstract: Large language models, such as the GPT series, have revolutionized natural language processing by demonstrating strong capabilities in text generation and reasoning. However, their potential in the field of bioinformatics, characterized by complex biological data and specialized knowledge, has not been fully evaluated. In this study, we systematically assess the performance of multiple advanced and widely used LLMs on six diverse bioinformatics tasks: drug-drug interaction prediction, antimicrobial and anticancer peptide identification, molecular optimization, gene and protein named entity recognition, single-cell type annotation, and bioinformatics problem solving.Our experimental results demonstrate that, with appropriate prompt design and limited task-specific fine-tuning, general-purpose LLMs can achieve competitive or even superior performance compared to traditional models that require extensive computational resources and technical design across various tasks. Our analysis further uncovers the current limitations of LLMs in handling structurally complex and knowledge-intensive bioinformatics problems. Overall, this study demonstrates the broad prospects of LLMs in bioinformatics while emphasizing their limitations, providing valuable insights for future research at the intersection of LLMs and bioinformatics.

 

 

 

 

 

 

Section_A_ddi:

ddinter_positive_samples.csv: Positive drug–drug interaction (DDI) pairs curated from the DDInter database.

ddinter_negative_samples.csv: Negative drug–drug interaction (DDI) pairs (no known interactions), used for supervised classification.

drug_description_embeddings_all-mpnet-base-v2.npy: Drug description embeddings generated using the all-mpnet-base-v2 model.

drug_description_embeddings_bge-large-en-v1.5.npy: Drug description embeddings generated using the bge-large-en-v1.5 model.

drug_description_embeddings_e5-small-v2.npy: Drug description embeddings generated using the e5-small-v2 model.

drug_description_embeddings_gtr-t5-large.npy: Drug description embeddings generated using the gtr-t5-large model.

drug_description_embeddings_text_embedding_3_large.npy: Drug description embeddings generated using OpenAI's text-embedding-3-large model.

drug_description_embeddings_text_embedding_3_small.npy: Drug description embeddings generated using OpenAI's text-embedding-3-small model.

drug_description_embeddings_text_embedding_ada_002.npy: Drug description embeddings generated using OpenAI's text-embedding-ada-002 model.

 

 

 

 

 

 

We hereby confirm that the dataset associated with the research described in this work is made available to the public under the Creative Commons Zero (CC0) license.

 

 

Contact 

If you have any questions, please don't hesitate to ask me: yinhengchuang@ms.xjb.ac.cn or hulun@ms.xjb.ac.cn
DOI: 10.3535/d8a-54k-vp2
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e8y-06e-5ke
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v33-q50-ppw
title: Amphistegina lessonii d'Orbigny in Deshayes, 1830

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/83j-bvv-1x9
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n04-0vr-llg
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ffw-95t-k1a
title: Lenticulina subcrassa (d'Orbigny, 1852)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/blq-rks-pfe
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ccl-96r-fj7
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nvf-x6w-0p3
title: Planularia gemmata (Brady, 1881)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k9f-e5r-hth
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t9h-e80-38m
title: Elphidium Montfort, 1808

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2nk-d4s-m8d
title: Orthiopteris Copel.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/750-wbv-jkm
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5sc-3nm-kzm
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h85-445-vq7
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1cy-z6g-zs2
title: †Nummulites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z99-d1h-7ra
title: †Terquemia Tate, 1867

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f6b-qjc-v9b
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wmv-s02-k2k
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k50-ywn-bna
title: Lenticulina orbicularis (d'Orbigny, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zmt-4lc-b6t
title: †Spiroclypeus Douvillé, 1905

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qt2-tby-2ak
title: Uvigerina schwageri Brady, 1884

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t95-k5t-n5y
title: †Lepidocyclina Gümbel, 1870

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bxc-22r-j82
title: Mollusca

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rpe-hlr-0yh
title: Carpenteria Gray, 1858

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wca-7lj-mt6
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mlh-ej7-p9b
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zsb-0t0-r6t
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lyl-m04-vtv
title: Heterostegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/re5-ely-6fa
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7ry-nqh-h74
title: †Nummulites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g2t-tda-q4s
title: †Spiroclypeus Douvillé, 1905

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2sm-4w4-d7g
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zaa-sae-ea3
title: Orbulina universa d'Orbigny, 1839

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dtr-b1x-pdj
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n3c-7nd-f2f
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nfj-l4k-5kt
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9ga-de8-33n
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h79-p73-l7f
title: †Nummulites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qb2-qqy-nrs
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sj2-08x-lt6
title: Elphidium craticulatum (Fichtel & Moll, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y9k-fpf-y64
title: Gen. indet. sp. indet.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6cy-fz0-gjl
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7wt-tj0-a72
title: Lenticulina cultrata (Montfort, 1808)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k34-fjj-yjd
title: Cycloclypeus carpenteri Brady, 1881

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p72-wxx-epf
title: Nummulites venosus (Fichtel & Moll, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9j7-jwc-lyz
title: †Lepidocyclina Gümbel, 1870

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bea-0dx-xht
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v6c-rd3-5h2
title: Echinoidea Schumacher, 1817

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lg0-weg-wjz
title: Amphistegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xqe-h1d-v3v
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/77e-mk4-w78
title: †Spiroclypeus Douvillé, 1905

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zc3-9j1-ccc
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fk8-6nh-26b
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lmv-5cp-g6x
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7sq-a8q-fwv
title: Vaginulina legumen (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nbg-e28-3ln
title: Maianthemum F.H.Wigg.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z85-7sp-c2g
title: †Lepidocyclina Gümbel, 1870

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x2k-l7z-1dh
title: Planorbulina d'Orbigny, 1826

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