cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15116373
title: Data for: Setting New Benchmarks in AI-driven Infrared Structure Elucidation

description: This is data accompanying the paper: Setting New Benchmarks in AI-driven Infrared Structure Elucidation. Specifically, it contains a checkpoint of the best model and the pseudo experimental spectra generated as part of the work.

Model Checkpoint:



Checkpoint file: ir_ps_75_learned_gated_linear_augment_combined_last.ckpt

Preprocessor file: preprocessor.pkl

Overrides: overides.yaml


This model was trained with a patchsize of 75, learned positional embeddings, gated linear units enabled and with all augmentation methods for 30 epochs.

Pseudo-Experimental Spectra:

pseudo_experimental.zip contains pseudo-experimental spectra mimicking real spectra for a total of 700.000 molecules. The data comes in the form of a HuggingFace dataset.
DOI: 10.5281/zenodo.15116374
title: Data for: Setting New Benchmarks in AI-driven Infrared Structure Elucidation

description: This is data accompanying the paper: Setting New Benchmarks in AI-driven Infrared Structure Elucidation. Specifically, it contains a checkpoint of the best model and the pseudo experimental spectra generated as part of the work.

Model Checkpoint:



Checkpoint file: ir_ps_75_learned_gated_linear_augment_combined_last.ckpt

Preprocessor file: preprocessor.pkl

Overrides: overides.yaml


This model was trained with a patchsize of 75, learned positional embeddings, gated linear units enabled and with all augmentation methods for 30 epochs.

Pseudo-Experimental Spectra:

pseudo_experimental.zip contains pseudo-experimental spectra mimicking real spectra for a total of 700.000 molecules. The data comes in the form of a HuggingFace dataset.
DOI: 10.5281/zenodo.15119037
title: Data for: Setting New Benchmarks in AI-driven Infrared Structure Elucidation

description: This is data accompanying the paper: Setting New Benchmarks in AI-driven Infrared Structure Elucidation. Specifically, it contains a checkpoint of the best model and the pseudo experimental spectra generated as part of the work.

Model Checkpoint:



Checkpoint file: ir_ps_75_learned_gated_linear_augment_combined_last.ckpt

Preprocessor file: preprocessor.pkl

Overrides: overides.yaml


This model was trained with a patchsize of 75, learned positional embeddings, gated linear units enabled and with all augmentation methods for 30 epochs.

Pseudo-Experimental Spectra:

pseudo_experimental.zip contains pseudo-experimental spectra mimicking real spectra for a total of 700.000 molecules. The data comes in the form of a HuggingFace dataset.
DOI: 10.3535/lwx-9ke-10b
title: Chasmops

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/n8q-mhe-c0w
title: Chasmops

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/p60-g2l-19c
title: Pseudobasilicus

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/rka-v4b-r8z
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/h2k-z17-8j5
title: †Subulites Emmons, 1842

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/mtt-1nk-ays
title: Bithynia tentaculata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/lwq-fnc-71c
title: †Murchisonia d'Archiac & Verneuil, 1841

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/vwv-8vs-bjw
title: Alces alces (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/4s7-60r-fg9
title: †Subulites Emmons, 1842

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/y7p-pdp-m00
title: Alces alces (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/tkc-9m3-k1c
title: Glauconitic sandstone

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/y0w-zze-mz2
title: Rangifer tarandus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/rj6-rbk-y7d
title: †Diplotrypa petropolitana Nicholson, 1879

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/58f-0qk-7c2
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/jyq-dys-lnk
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/b2p-etd-n77
title: Tremataspis mammillata Patten, 1931

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/cjb-vgz-6yl
title: Ampullaceana dipkunensis (Gundrizer & Starobogatov, 1979)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/70j-ypg-fj4
title: Camelus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/m8w-730-42v
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/9fq-1fm-hbh
title: †Subulites Emmons, 1842

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/mny-ywf-77g
title: Dartmuthia gemmifera Patten, 1931

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/b23-v1a-r4m
title: †Subulites Emmons, 1842

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/9dh-kfq-kpt
title: †Holtedahlina Foerste, 1924

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/smg-whk-3zl
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/at4-nf4-nh4
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/qwc-7bk-0qn
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/0nx-x9a-2h5
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/jzt-69k-r08
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/fbb-gqe-ygg
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/y4e-dkf-3hx
title: †Holopea J. Hall, 1847

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ccq-998-kve
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/k6f-8x7-4m6
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/21e-l85-prh
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ds8-m6c-dfw
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ppc-3vl-5v2
title: †Strophomena Blainville, 1824

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/v4z-78a-k83
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/079-grw-0n5
title: †Grammysia Verneuil, 1847

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/bbh-0m7-2lk
title: †Ptychagnostus punctuosus (Angelin, 1851)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/h8y-90g-8zg
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/va6-m6a-87z
title: Mytilus edulis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/04g-0pr-evb
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/e8b-mjv-0tq
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/4tp-ylt-p89
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/k2e-v9f-0e0
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/6jt-twd-efy
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/yc8-r24-e20
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/s01-0my-7yz
title: Gneiss

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/stp-xqn-plx
title: limestone

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.24457549.v1
title: Dataset_2levels

description: The dateset of the first two levels of bridge serface information, i..e., the structure types (level 1) and the component types (level 2). More data is still being organized and uploaded.
DOI: 10.3535/bvj-n71-3mj
title: Gneiss

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/v22-lk1-hdp
title: limestone

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xy8-0d9-hhc
title: sedimentary rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/dbb-06e-tk8
title: Chasmops

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/g84-abh-e43
title: Panderia

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/6j5-w2r-8ve
title: Neoasaphus

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/y1f-b49-xb7
title: Chasmops

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/393-ffr-m2d
title: †Estoniops maennili Jaanusson & Ramsköld, 1993

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/6yp-9az-keb
title: Chasmops

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ndp-aln-xbn
title: Metopolichas

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/s1m-0n3-11j
title: Chasmops

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/6pg-3cg-2mb
title: Bolbochasmops

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/9vs-kb7-yx3
title: Chasmops

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/5lh-c4m-s2t
title: Bolbochasmops

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/qaz-vyn-0r7
title: Chasmopsinae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/yfr-46m-9v2
title: Hyolitha

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/63h-v42-10w
title: Blue clay

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/k58-2xk-gn1
title: †Platysolenites antiquissimus Eichwald, 1860

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/qnd-9dn-q65
title: †Aldanella attleborensis (Shaler & Foerste, 1888)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/3gd-342-2y8
title: †Platysolenites antiquissimus Eichwald, 1860

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/cm3-38p-ncm
title: †Hyolithellus Bengtson in Bengtson, Conway Morris, Cooper, Jell & Runnegar, 1990

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/x14-jc6-jl1
title: sediments

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/4qq-spb-wz1
title: †Platysolenites antiquissimus Eichwald, 1860

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xty-mjs-n15
title: Hyolitha

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/k6b-lbt-lq0
title: Blue clay

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/w24-mxh-dgq
title: Blue clay

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/va0-wms-cep
title: †Platysolenites antiquissimus Eichwald, 1860

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/61x-p3k-j4m
title: Blue clay

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/9f1-alq-se2
title: †Hyolithellus Bengtson in Bengtson, Conway Morris, Cooper, Jell & Runnegar, 1990

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/9cv-r1d-jqk
title: Blue clay

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ct0-rzm-2b2
title: †Platysolenites antiquissimus Eichwald, 1860

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/kqq-6m9-pyk
title: Hyolitha

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/5rz-2bn-c3f
title: Hyolitha

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/nkc-nrs-gw9
title: Hyolitha

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/rws-z9g-fs2
title: †Platysolenites antiquissimus Eichwald, 1860

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/wkb-xst-a93
title: Neoasaphus

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/b7g-k1r-tmc
title: Neoasaphus

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/5l7-d4f-gq2
title: †Asaphidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/vwz-frk-xmm
title: Hyolitha

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/tyx-bhq-1jp
title: Atractopyge

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/7j9-kc3-7z1
title: Hyolitha

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/c29-vg1-wr2
title: Atractopyge

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/14p-n3m-9x2
title: Blue clay

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/rgw-bme-bnj
title: Neoasaphus

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/frp-k51-t85
title: Neoasaphus

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/j0j-wjd-02d
title: Atractopyge

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/17j-cxj-zrz
title: †Aldanella attleborensis (Shaler & Foerste, 1888)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/cng-tlg-dj6
title: Neoasaphus

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/scz-rg6-lvq
title: †Platysolenites antiquissimus Eichwald, 1860

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/94w-tnk-h6a
title: Incertae sedis (fossils)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ywr-9kh-q0y
title: Blue clay

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/4an-wy8-8hk
title: †Keilapyge laevigatus (Schmidt, 1881)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/b1v-z2y-fhb
title: Chasmops

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/1k6-3vp-q93
title: †Asaphidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/2bq-xql-e9c
title: Blue clay

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/4xm-bxr-pg8
title: †Platysolenites antiquissimus Eichwald, 1860

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xh7-2zt-y7b
title: †Toxochasmops (Schmidtops) proavus Roomusoks, 1998

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/d1f-gs5-3xb
title: Chasmops

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/fp2-p6q-s4h
title: Chasmops

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/8gg-y7p-a3a
title: †Asaphidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ptg-pkd-p7e
title: Chasmops

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/pdv-j4e-btg
title: †Asaphidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/t8t-854-2d4
title: Neoasaphus

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.15468/dl.n5ha6e
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paeonia sinjiangensis K.Y.Pan"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010042-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/8cq-x2a-ajs
title: Neoasaphus

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/dgs-wmp-es1
title: †Proetida

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/cew-1zy-4q0
title: †Keilapyge laevigatus (Schmidt, 1881)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/w3e-hpy-1az
title: †Lichidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/2z6-m60-rd3
title: Conolichas

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/l0w-0zm-9de
title: †Achatella (Vironiaspis) kegelensis (Schmidt, 1881)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ebe-yla-141
title: Conolichas

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/flc-6gc-mtm
title: Estoniops

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/v6d-86d-gwj
title: sedimentary rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/72m-ddm-7g0
title: sedimentary rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/qnp-g6f-se3
title: Graptolithina Bronn, 1849

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/rsj-xd7-3q9
title: siliciclastic rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/vtg-jlc-5hk
title: Platycladus Spach

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/q0a-jzn-kt1
title: sedimentary rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.5281/zenodo.10412857
title: CAMELOT benchmark for Structural Health Monitoring

description: This dataset contains the experimental data collected during testing campaigns conducted to validate CAMELOT (struCturAl ModEL cOrroboration Toolbox ). Developed by the Earthquake Engineering and Dynamics Laboratory (EEDLab) at Politecnico di Torino, CAMELOT is an advanced structural health monitoring platform designed to assess the integrity of buildings and infrastructures. By integrating sensing technologies and automated data processing, CAMELOT enables continuous monitoring, damage detection, and performance evaluation, supporting both research and practical engineering applications. See more at: https://sites.google.com/view/cameloteedlab/home
DOI: 10.3535/19k-4th-8mt
title: sedimentary rocks

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/d3d-q5e-es1
title: Graptolithina Bronn, 1849

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/mfw-q4x-mjk
title: Graptolithina Bronn, 1849

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.