cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18015308
title: Database Utility for Cyclovoltammetry Knowledge (DUCK) datasets: TL and SDL

description: Database Utility for Cyclovoltammetry Knowledge (DUCK) datasets: TL and SDL

Collection of CV results from traditional laboratories (TL) and self-driving laboratories (SDL), curated and prepared for the DUCK software package for the generation of semantic graph databases for electrochemistry.


Details about the use of the program are available on the corresponding GitLab repository.


IMPORTANT: before using any of the datasets with DUCK, the user should modify the corresponding *configuration* files, to set the `base_path` property to the corresponding local absolute path where the datasets have been downloaded.


TL dataset

Directory: TL/

Contains measurements taken in the FINDER group (Institute of Micro and Nanotechnology (IMN-CSIC), Tres Cantos, Madrid, Spain).


- duck_config_TL.ini. Configuration file with details to run DUCK.

- tl_kg.ttl. Turtle file containing the full knowledge graph for the dataset as generated from duck_kg

Files used for KG generation:

- tl_metadata.csv. CSV file containing metadata for the measurements.

- tl_voltammetries.db. SQLite file containing raw I vs. V data for each CV measurements. There is a single cvdata table containing measurement IDs and raw CSV strings.

- tl_ion_pairs.dat. Text file containing the ionic decomposition of electrolytes in solution.

- tl_pourbaix_entries.json. JSON file containing DFT information extracted from the Materials Project (CC BY 4.0) to build Pourbaix diagrams for all combinations in the dataset.


SDL dataset

Directory: SDL/

Contains measurements taken in the Acceleration Consortium (AC) using an automated electrochemical setup with a Bayesian optimization campaign.

- duck_config_SDL.ini. Configuration file with details to run DUCK.

- sdl_kg.ttl. Turtle file containing the full knowledge graph for the dataset as generated from duck_kg.

Files used for KG generation:

- sdl_metadata.csv. CSV file containing metadata for the measurements.

- sdl_voltammetries.db. SQLite file containing raw I vs. V data for each CV measurements. There is a single cvdata table containing measurement IDs and raw CSV strings.

- sdl_ion_pairs.dat. Text file containing the ionic decomposition of electrolytes in solution.

- sdl_peaks.csv. CSV file containing information about predefined peaks for the dataset, obtained through the Bayesian optimization campaign.
DOI: 10.23642/usn.29819435/jqwpup
title: latency_log_1000ms_medium.csv
DOI: 10.3535/zcs-mcq-05e
title: Alchemilla acutiloba Opiz

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zcs-q79-qgg
title: Trifolium montanum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.18015307
title: Database Utility for Cyclovoltammetry Knowledge (DUCK) datasets: TL and SDL

description: Database Utility for Cyclovoltammetry Knowledge (DUCK) datasets: TL and SDL

Collection of CV results from traditional laboratories (TL) and self-driving laboratories (SDL), curated and prepared for the DUCK software package for the generation of semantic graph databases for electrochemistry.


Details about the use of the program are available on the corresponding GitLab repository.


IMPORTANT: before using any of the datasets with DUCK, the user should modify the corresponding *configuration* files, to set the `base_path` property to the corresponding local absolute path where the datasets have been downloaded.


TL dataset

Directory: TL/

Contains measurements taken in the FINDER group (Institute of Micro and Nanotechnology (IMN-CSIC), Tres Cantos, Madrid, Spain).


- duck_config_TL.ini. Configuration file with details to run DUCK.

- tl_kg.ttl. Turtle file containing the full knowledge graph for the dataset as generated from duck_kg

Files used for KG generation:

- tl_metadata.csv. CSV file containing metadata for the measurements.

- tl_voltammetries.db. SQLite file containing raw I vs. V data for each CV measurements. There is a single cvdata table containing measurement IDs and raw CSV strings.

- tl_ion_pairs.dat. Text file containing the ionic decomposition of electrolytes in solution.

- tl_pourbaix_entries.json. JSON file containing DFT information extracted from the Materials Project (CC BY 4.0) to build Pourbaix diagrams for all combinations in the dataset.


SDL dataset

Directory: SDL/

Contains measurements taken in the Acceleration Consortium (AC) using an automated electrochemical setup with a Bayesian optimization campaign.

- duck_config_SDL.ini. Configuration file with details to run DUCK.

- sdl_kg.ttl. Turtle file containing the full knowledge graph for the dataset as generated from duck_kg.

Files used for KG generation:

- sdl_metadata.csv. CSV file containing metadata for the measurements.

- sdl_voltammetries.db. SQLite file containing raw I vs. V data for each CV measurements. There is a single cvdata table containing measurement IDs and raw CSV strings.

- sdl_ion_pairs.dat. Text file containing the ionic decomposition of electrolytes in solution.

- sdl_peaks.csv. CSV file containing information about predefined peaks for the dataset, obtained through the Bayesian optimization campaign.
DOI: 10.23642/usn.29819435/2kfeb0
title: latency_log_10ms_small.csv
DOI: 10.23642/usn.29819435/ndcdhv
title: latency_log_100ms_large.csv
DOI: 10.3535/zct-1vm-xkz
title: Asplenium trichomanes subsp. trichomanes

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/o9bv9b
title: latency_log_100ms_small.csv
DOI: 10.23642/usn.29819435/rikckw
title: latency_log_100ms_large.csv
DOI: 10.3535/zct-4ex-196
title: Lathyrus linifolius (Reichard) Bässler

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zct-4tl-eem
title: Ranunculus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/rhmltn
title: latency_log_100ms_medium.csv
DOI: 10.23642/usn.29819435/sasxvp
title: latency_log_100ms_medium.csv
DOI: 10.3535/zct-59l-dmp
title: Carex digitata L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zct-5s8-em7
title: Goodyera repens (L.) R.Br.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/rtrcpb
title: log_500ms_medium.csv
DOI: 10.3535/zct-6av-81y
title: Cystopteris fragilis (L.) Bernh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/0pkd1s
title: latency_log_1000ms_medium.csv
DOI: 10.23642/usn.29819435/ckrpur
title: latency_log_10ms_small.csv
DOI: 10.3535/zct-95d-vrk
title: Myrica gale L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zct-kf8-1a5
title: Scirpus radicans Schkuhr

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/dkxcaw
title: latency_log_100ms_large.csv
DOI: 10.23642/usn.29819435/fgjq2u
title: latency_log_100ms_medium.csv
DOI: 10.3535/zct-lak-j1p
title: Persicaria amphibia (L.) Gray

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/rd8rqj
title: latency_log_1000ms_medium.csv
DOI: 10.3535/zct-lt5-8xk
title: Potamogeton berchtoldii Fieber

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zct-n58-7w6
title: Malus domestica (Suckow) Borkh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/5ksvii
title: log_100ms_small.csv
DOI: 10.23642/usn.29819435/smzpil
title: latency_log_10ms_medium.csv
DOI: 10.3535/zct-ndd-33n
title: Rubus idaeus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zcv-31g-glp
title: Alnus glutinosa (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/pqpil5
title: latency_log_10ms_small.csv
DOI: 10.23642/usn.29819435/xghkvx
title: log_100ms_medium.csv
DOI: 10.3535/zct-ch1-hhp
title: Trollius europaeus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zcv-87j-9h1
title: Hordeum jubatum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/5yo961
title: log_1000ms_medium.csv
DOI: 10.23642/usn.29819435/cr719v
title: latency_log_500ms_large.csv
DOI: 10.3535/zcv-6zd-n3x
title: Carex echinata Murray

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/xlrjat
title: latency_log_100ms_small.csv
DOI: 10.23642/usn.29819435/qoxrn4
title: latency_log_10ms_small.csv
DOI: 10.23642/usn.29819435/ywt11q
title: log_1000ms_medium.csv
DOI: 10.23642/usn.29819435/lk5fho
title: latency_log_100ms_medium.csv
DOI: 10.23642/usn.29819435/qxaarb
title: latency_log_10ms_large.csv
DOI: 10.3535/zcv-8ae-5sj
title: Poa glauca Vahl

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zcv-h0q-9dr
title: Isoetes echinospora Durieu

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/7xxbxo
title: log_10ms_small.csv
DOI: 10.23642/usn.29819435/casoy1
title: latency_log_10ms_small.csv
DOI: 10.3535/zcv-jz9-qff
title: Poa remota Forselles

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zcv-myw-rs2
title: Neottia ovata (L.) Hartm.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/pgsecc
title: latency_log_500ms_small.csv
DOI: 10.23642/usn.29819435/wdpoiq
title: log_100ms_large.csv
DOI: 10.3535/zcv-q03-24b
title: Potentilla L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zcv-qky-6m3
title: Poa pratensis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/2oqave
title: latency_log_100ms_large.csv
DOI: 10.23642/usn.29819435/nssj6m
title: latency_log_1000ms_small.csv
DOI: 10.3535/zcv-r6w-06q
title: Ribes alpinum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/zbkzf4
title: latency_log_1000ms_small.csv
DOI: 10.23642/usn.29819435/zfe0cn
title: latency_log_10ms_small.csv
DOI: 10.3535/zcv-tkf-gnk
title: Dactylorhiza maculata (L.) Soó

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zcw-2ld-2kg
title: Lepidium ruderale L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/fmlisj
title: latency_log_10ms_small.csv
DOI: 10.3535/zcw-kss-0jq
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zcw-n32-nek
title: Agrimonia pilosa Ledeb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/n59pcb
title: latency_log_1000ms_medium.csv
DOI: 10.23642/usn.29819435/xqsrad
title: log_10ms_large.csv
DOI: 10.3535/zcw-sr7-fqe
title: Cerastium fontanum subsp. fontanum

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zcw-t57-plw
title: Vicia sylvatica L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5066/p1tjfd9n
title: Meteorological Data for Grand Falls Dune Field, Arizona from 2009-2014 (ver. 1.1, December 2025)

description: Grand Falls Dune Field (GFDF) on the Navajo Nation (70 km NE of Flagstaff, AZ) is an active, bimodal dune system in both grain size and composition. Felsic grains derive from the Little Colorado River, while mafic (basaltic) grains are sourced locally from nearby cinder cones, making GFDF an excellent terrestrial analog for dune fields on Mars, Venus, and Titan.

A long‑term meteorological network was installed in the dune field, recording 10‑minute interval‑averaged values of air temperature (C), wind speed (mph), wind direction (degrees clockwise from north), and max wind speed (mph) from 8 / 31 / 2009 to 6 / 3 / 2014. Cumulative precipitation (inches) was also logged over the same period. This dataset provides high‑resolution environmental information essential for comparative planetary dune studies. See Bogle et al (2015) for further information.

Reference: Hayward, R. K. et al. (2010) 2nd Int. Plan. Dunes Workshop, Abstract #2004. Bogle, R., Redsteer, M. H., & Vogel, J. (2015). Field measurement and analysis of climatic factors affecting dune mobility near Grand Falls on the Navajo Nation, southwestern United States. Geomorphology, 228, 41-51.

Fieldwork on the Navajo Nation was conducted under a permit from the Navajo Nation Minerals Department. Any persons wishing to conduct geologic investigations on the Navajo Nation must first apply for and receive a permit from the Navajo Nation Minerals Department, P.O. Box 1910, Window Rock, Arizona 86515, and telephone # (928) 871-6587.

Reference: Hayward, R. K. et al. (2010) 2nd Int. Plan. Dunes Workshop, Abstract #2004.

Fieldwork on the Navajo Nation was conducted under a permit from the Navajo Nation Minerals Department. Any persons wishing to conduct geologic investigations on the Navajo Nation must first apply for and receive a permit from the Navajo Nation Minerals Department, P.O. Box 1910, Window Rock, Arizona 86515, and telephone # (928) 871-6587.

First release: September 2015
Revised: December 2025 (ver. 1.1)
DOI: 10.23642/usn.29819435/bmcp3j
title: latency_log_500ms_large.csv
DOI: 10.23642/usn.29819435/cfwyp6
title: latency_log_10ms_medium.csv
DOI: 10.3535/zcw-wvn-mrh
title: Calamagrostis purpurea (Trin.) Trin.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zcx-1vw-y0k
title: Najas marina L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/4iid3g
title: latency_log_100ms_small.csv
DOI: 10.23642/usn.29819435/xi65ho
title: log_1000ms_large.csv
DOI: 10.3535/zcx-3ex-bl9
title: Salix lapponum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/rhzpwl
title: latency_log_100ms_medium.csv
DOI: 10.23642/usn.29819435/zuzwst
title: log_1000ms_large.csv
DOI: 10.23642/usn.29819435/u6d0q9
title: latency_log_500ms_medium.csv
DOI: 10.23642/usn.29819435/uqsvcj
title: log_1000ms_medium.csv
DOI: 10.3535/zcx-7hg-tmd
title: Potentilla intermedia L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/i4tg1m
title: latency_log_10ms_large.csv
DOI: 10.3535/zcx-bwk-7hx
title: Cypripedium calceolus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/gjxlpo
title: latency_log_10ms_large.csv
DOI: 10.23642/usn.29819435/nrkrbc
title: log_500ms_large.csv
DOI: 10.23642/usn.29819435/oxf9qm
title: latency_log_10ms_large.csv
DOI: 10.3535/zcx-n8h-21f
title: Anthoxanthum nitens (Weber) Y.Schouten & Veldkamp

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zcy-31y-s3c
title: Descurainia sophia (L.) Webb ex Prantl

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/bqcyik
title: latency_log_10ms_medium.csv
DOI: 10.3535/zcy-bnr-pwv
title: Descurainia sophia (L.) Webb ex Prantl

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zcy-khe-khl
title: Carex nigra subsp. juncea (Fr.) Soó

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/3yxagl
title: latency_log_500ms_large.csv
DOI: 10.23642/usn.29819435/63pveu
title: latency_log_1000ms_medium.csv
DOI: 10.3535/zcy-lm1-nce
title: Carex nigra subsp. juncea (Fr.) Soó

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zcy-th8-2m3
title: Carex spicata Huds.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/6mpdev
title: log_500ms_small.csv
DOI: 10.23642/usn.29819435/ipao8r
title: latency_log_500ms_large.csv
DOI: 10.3535/zcy-xyw-d6e
title: Rumex crispus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zcy-z1m-31y
title: Juncus filiformis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/yyyddi
title: latency_log_100ms_large.csv
DOI: 10.3535/zcy-2sk-pkx
title: Potamogeton berchtoldii Fieber

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/3wjras
title: latency_log_10ms_medium.csv
DOI: 10.23642/usn.29819435/kyqqah
title: latency_log_500ms_small.csv
DOI: 10.15468/dl.h2mkpa
title: Occurrence Download

description: A dataset containing 210 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((24.82451 51.08322,25.02741 51.08322,25.02741 51.22797,24.82451 51.22797,24.82451 51.08322))",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (57772f4d-3770-4c12-8bf5-089883f53b7b, 0870a77b-587c-4369-a8ed-bc3d347b8e1c, e2e717bf-551a-4917-bdc9-4fa0f342c530, 9661d20d-86b6-4485-8948-f3c86b022fa7, ca2fd897-6108-4361-91f8-b39dc8d12d13, da86174a-a605-43a4-a5e8-53d484152cd3, 8f9f9814-a595-4bc3-8631-776ba3c9c62e, 58520c30-bafb-11d9-8e53-b8a03c50a862, 70488160-b003-11d8-a8af-b8a03c50a862, cc17c672-0c7d-492f-9252-c7ddacd1df78)"
 ]
}

 The dataset includes 210 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062931-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23642/usn.29819435/ahewyc
title: latency_log_100ms_medium.csv
DOI: 10.23642/usn.29819435/azsb4o
title: log_1000ms_large.csv
DOI: 10.23642/usn.29819435/fca4yt
title: latency_log_10ms_medium.csv
DOI: 10.23642/usn.29819435/otbv6p
title: latency_log_500ms_small.csv
DOI: 10.23642/usn.29819435/kxvsyl
title: log_10ms_medium.csv
DOI: 10.3535/zcz-0cq-ybx
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zcz-1gt-p73
title: Salix aurita L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/0ex4fv
title: latency_log_100ms_small.csv
DOI: 10.23642/usn.29819435/0taqxi
title: log_1000ms_large.csv
DOI: 10.3535/zcz-1rk-65b
title: Lycopodium clavatum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zcz-6bf-yv5
title: Stellaria graminea L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/blwfsm
title: latency_log_1000ms_medium.csv
DOI: 10.23642/usn.29819435/r5aoup
title: log_1000ms_small.csv
DOI: 10.3535/zcz-7lf-rqf
title: Anthoxanthum nitens (Weber) Y.Schouten & Veldkamp

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zcz-90t-ay2
title: Juncus effusus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/jqo961
title: latency_log_10ms_large.csv
DOI: 10.23642/usn.29819435/upgpzu
title: latency_log_100ms_small.csv
DOI: 10.3535/zcz-9j5-6ak
title: Phleum pratense L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/lvituf
title: latency_log_500ms_small.csv
DOI: 10.23642/usn.29819435/pwimlg
title: log_1000ms_large.csv
DOI: 10.3535/zcz-cjs-pw6
title: Stuckenia pectinata (L.) Börner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zcz-hge-vpd
title: Poa pratensis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/macvxn
title: latency_log_100ms_large.csv
DOI: 10.23642/usn.29819435/s8rorh
title: latency_log_10ms_large.csv
DOI: 10.3535/zcz-klp-5cw
title: Chenopodium pratericola Rydb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zcz-m5y-sa2
title: Alchemilla glaucescens Wallr.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/eb9z1t
title: latency_log_1000ms_medium.csv
DOI: 10.23642/usn.29819435/jkpjpa
title: log_100ms_small.csv
DOI: 10.3535/zcz-pgw-bj7
title: Rumex crispus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zcz-q1c-f2d
title: Carex ericetorum Pollich

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/4aseyb
title: latency_log_100ms_small.csv
DOI: 10.3535/zcz-s7v-73m
title: Ceratophyllum demersum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/dojo70
title: log_500ms_large.csv
DOI: 10.23642/usn.29819435/sjxngk
title: latency_log_500ms_small.csv
DOI: 10.3535/zcz-vd5-j05
title: Hepatica nobilis Schreb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zcz-z5k-jf9
title: Polypodium vulgare L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/3bxifu
title: latency_log_10ms_medium.csv
DOI: 10.23642/usn.29819435/wm33fb
title: latency_log_1000ms_large.csv
DOI: 10.3535/zd0-2qg-ykh
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zd0-6lb-qav
title: Chenopodium L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/bi5qax
title: latency_log_1000ms_large.csv
DOI: 10.23642/usn.29819435/eothra
title: log_100ms_medium.csv
DOI: 10.3535/zcz-g4k-9yy
title: Trifolium pratense L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zd0-d9d-j8q
title: Diphasiastrum complanatum x ssp. complanatum × ssp. montellii

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.23642/usn.29819435/0cocsv
title: latency_log_10ms_medium.csv
DOI: 10.23642/usn.29819435/78luo3
title: latency_log_100ms_small.csv
DOI: 10.23642/usn.29819435/f7svub
title: latency_log_10ms_medium.csv
DOI: 10.23642/usn.29819435/yvajci
title: latency_log_10ms_medium.csv
DOI: 10.23642/usn.29819435/if9syo
title: latency_log_10ms_large.csv
DOI: 10.23642/usn.29819435/ztdb4b
title: ReadMe.txt
DOI: 10.23642/usn.29819435/fubj8c
title: latency_log_500ms_medium.csv
DOI: 10.3535/zd0-e2k-9x6
title: Eleocharis palustris (L.) Roem. & Schult.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.