cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/879-71v-s8l
title: Viscaria vulgaris Röhl.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.34943/76ccb766-7ad8-4009-84fd-7fba35813cac
title: Baynes Sound Integrated CTD pH O2 Instrument Deployed 2025-12-19

description: The Sea-Bird Deep SeapHOx V2 SN 721-2109 was deployed on 2025-12-19 at Baynes Sound. Baynes Sound is located between Denman Island and Vancouver Island. This device is a Integrated CTD pH O2 Instrument. The integrated CTD pH O2 Instrument allows for pH measurements to be combined with 
critical oceanographic and biological measurements of temperature, salinity, and oxygen. It was deployed on a profiling platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.3535/879-na1-cbn
title: Equisetum palustre L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/879-vn0-3mx
title: Dactylorhiza majalis subsp. lapponica (Laest. ex Hartm.) H.Sund.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/879-zt5-y81
title: Schoenus ferrugineus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87a-517-13g
title: Cerastium semidecandrum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87a-e1p-jqw
title: Carex disperma Dewey

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87a-fyk-wm6
title: Argentina anserina (L.) Rydb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87a-gmy-gbj
title: Crataegus rhipidophylla Gand.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87a-lbt-4fb
title: Elymus caninus (L.) L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87a-py1-2hf
title: Neottia cordata (L.) Rich.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87a-wl2-mnp
title: Lolium pratense (Huds.) Darbysh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.34943/f9dd879f-a841-4e56-a248-97e41112fd87
title: Baynes Sound Profiling Winch Deployed 2025-12-19

description: The ONC Profiling Winch Controller 03 was deployed on 2025-12-19 at Baynes Sound. Baynes Sound is located between Denman Island and Vancouver Island. This device is a Profiling Winch. Profiling Winches are used to raise and lower a profiling instrument packages. Some winches can be remotely operated on-shore. It was deployed on a fixed platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.3535/87a-xa6-x3f
title: Polypodium vulgare L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87b-4dc-kzn
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87b-4ky-s39
title: Rorippa palustris (L.) Besser

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87b-7vt-89r
title: Alopecurus arundinaceus Poir.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.34943/200e4ee2-7902-4c4e-8058-fde275ca3594
title: Baynes Sound Carbon Dioxide Sensor Deployed 2025-12-19

description: The Pro-Oceanus CO2-Pro CV (SN 34-216-75) was deployed on 2025-12-19 at Baynes Sound. Baynes Sound is located between Denman Island and Vancouver Island. This device is a Carbon Dioxide Sensor. Carbon Dioxide sensors monitor CO2 levels in the ocean. CO2 sensors measure the partial pressure, or the concentration of dissolved CO2 in seawater by a variety of techniques. It was deployed on a profiling platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.3535/879-l20-23q
title: Carex mackenziei V.I.Krecz.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/879-p88-jhd
title: Carex disperma Dewey

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/879-q1d-ywm
title: Rumex aquaticus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/879-sxx-pgw
title: Argentina anserina (L.) Rydb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87a-qg8-q1h
title: Stellaria nemorum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87b-ft2-d2z
title: Poa annua L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87b-m33-f1x
title: Woodsia alpina (Bolton) Gray

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87b-p5e-vdc
title: Luzula sudetica (Willd.) Schult.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87b-qqs-pmw
title: Cochlearia danica L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87b-r4x-qzj
title: Juncus bulbosus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87b-zpy-1kd
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87c-1tj-9nw
title: Atriplex littoralis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87c-3t4-tdp
title: Sparganium hyperboreum Laest. ex Beurl.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87c-97d-6pf
title: Spirodela polyrhiza (L.) Schleid.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87c-9zk-wd3
title: Selaginoides spinulosa (A. Braun ex Döll) Li Bing Zhang & X. M. Zhou

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87c-a6w-9xj
title: Salix repens x ssp. repens var. repens × ssp. rosmarinifolia

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87c-f03-0gk
title: Spirodela polyrhiza (L.) Schleid.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87c-h9z-bfz
title: Carex distans L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87c-lk2-ka9
title: Carex canescens L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87c-v1t-f8w
title: Montia fontana L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87c-vaa-p4b
title: Erodium cicutarium (L.) L'Hér.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87c-vqa-qne
title: Elymus caninus (L.) L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87c-zsd-kqr
title: Hydrocharis morsus-ranae L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87d-cbz-zh3
title: Euphorbia peplus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87d-gb0-75s
title: Reynoutria japonica Houtt.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87d-gst-kxf
title: Arenaria serpyllifolia L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87d-x5f-qev
title: Dryopteris expansa (C. Presl) Fraser-Jenk. & Jermy

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/87e-0za-3kk
title: Vahlodea atropurpurea (Wahlenb.) Fr.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.26pydh
title: Occurrence Download

description: A dataset containing 3095552 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plantae)",
 "Country is New Zealand",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 0"
 ]
}

 The dataset includes 3095552 records from 359 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033292-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7hgvkw
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atractus dunni Savage, 1955"
 ]
}

 The dataset includes 45 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033296-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xqzhmk
title: Occurrence Download

description: A dataset containing 9699 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tremarctos ornatus (F.G.Cuvier, 1825)"
 ]
}

 The dataset includes 9699 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033295-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.773626
title: (Table T2) Headspace methane as an indication of methanogen activity in ODP Hole 201-1230A

description: The deep biosphere is estimated to hold a significant percentage of the Earth's prokaryotic biomass; however, little is known about the organisms in this environment. Here, we describe investigations of the diversity of microorganisms enriched from surface and subsurface sediment collected during Leg 201 of the Ocean Drilling Program at Site 1230 on the slope of the Peru Trench. This site contains methane hydrates, high levels of organic matter, and high direct cell counts, all of which indicate the potential for thriving microbial populations. To investigate these populations, we examined prokaryotes in samples from seafloor to 258 meters below seafloor (mbsf) using both cultivation and molecular methods. From seafloor samples, we cultivated isolates representing the genera Photobacterium, Shewanella, and Halomonas. The population found in an enrichment cultivated at low temperatures, 0.67 mbsf, contained many cell morphologies and deoxyribonucleic acid (DNA) signatures, but this population, except for a Vibrio sp., was difficult to separate and grow as pure cultures. Most isolates produced extracellular lytic enzymes that were active at low temperatures. Methanogens have been expected to play a large role in the creation of methane hydrates in the sediment; therefore, we also attempted to enrich for psychrophilic methanogens. No methane was found above background levels in anaerobic enrichments incubated for 2 yr, nor was any 16S ribosomal DNA detected following amplification using archaeal primers with DNA extracted from these incubated cultures. These results illustrate the need for further extensive microbiological studies in order to understand the biogeochemistry of this important subseafloor environment.
description: Measurements were made in duplicate and averaged. Sediment depth is given in mbsf.
description: Supplement to: Biddle, Jennifer F; House, Christopher H; Brenchley, Jean E (2005): Enrichment and cultivation of microorganisms from sediment from the slope of the Peru Trench (ODP Site 1230). In: Jørgensen, BB; D'Hondt, SL; Miller, DJ (eds.) Proceedings of the Ocean Drilling Program, Scientific Results, College Station, TX (Ocean Drilling Program), 201, 1-19
DOI: 10.1594/pangaea.773555
title: (Table T1) Amino acid ratios and concentrations in interstitial waters of seven ODP Leg 201 sites

description: Proteins and their amino acid building blocks form a major group of biomolecules in all organisms. In the sedimentary environment, proteins and amino acids have two sources: (1) soft tissues and detritus and (2) biotic skeletal structures, dominantly from calcium carbonate-secreting organisms. The focus of this report is on D/L ratios and concentrations of selected amino acids in interstitial waters collected during ODP Leg 201. The Peru margin sites are generally low in carbonates, whereas the open-ocean sites are more carbonate rich. Seifert et al. (1990, doi:10.2973/odp.proc.sr.112.152.1990) reported amino acid concentrations in interstitial waters from Site 681 (ODP Leg 112) comparable to Leg 201 Site 1229.
description: Supplement to: Mitterer, Richard M (2006): Ratios and concentrations of selected amino acids in interstitial waters, equatorial Pacific and Peru Margin, ODP Leg 201. In: Jørgensen, BB; D'Hondt, SL; Miller, DJ (eds.) Proceedings of the Ocean Drilling Program, Scientific Results, College Station, TX (Ocean Drilling Program), 201, 1-7
DOI: 10.1594/pangaea.849173
title: Annotated record of the detailed examination of Mn deposits from the Albatross 1904-1905 stations

description: U. S. Fish Commission Steamer " Albatross " was placed at the disposal of Agassiz, Alexander for an expedition to the Eastern part of the Pacific South of the Panama canl. The collections made during this expedition give ample material for extensive monographs on the holothurians, the siliceous sponges, the cephalopods, the jelly-fishes, the pelagic crustaceans, worms, and fishes of the Eastern Pacific, as well as on the bottom deposits and on the radiolarians and dinoflagellates, diatoms, and other protozoans collected by the tow-nets. Part of the bottom deposits were later sent to Murray John in Scotland for detailed analysis. These observations are reported in: Murray, J. and Lee, G. V., 1909. Reports on the scientific results of the expedition of the" Albatross" to the tropical Pacific, 1899-1900: XII. Memoirs of the Museum of Comparative Zoology, Harvard College, 38(1).
description: From 1983 until 1989 NOAA-NCEI compiled the NOAA-MMS Marine Minerals Geochemical Database from journal articles, technical reports and unpublished sources from other institutions. At the time it was the most extended data compilation on ferromanganese deposits world wide. Initially published in a proprietary format incompatible with present day standards it was jointly decided by AWI and NOAA to transcribe this legacy data into PANGAEA. This transfer is augmented by a careful checking of the original sources when available and the encoding of ancillary information (sample description, method of analysis...) not present in the NOAA-MMS database.
description: Supplement to: Agassiz, Alexander (1906): Reports on the scientific results of the expedition to the Eastern Tropical Pacific. In: Charge of Alexander Agassiz, by the US Fish Commission Steamer" Albatross", from October, 1904 to March, 1905, Lieut. Commander LM Garrett, USN, Commanding: V General Report of the Expedition. Memoirs of the Museum of Comparative Zoology at Harvard College; original version at https://archive.org/details/memoirsofmuseumo33harv, XXXIII, 75 pp
DOI: 10.15468/dl.xezvsj
title: Occurrence Download

description: A dataset containing 1706 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Papilio garamas Geyer, 1829"
 ]
}

 The dataset includes 1706 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033297-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.773866
title: (Table T1) Summary of permeability testing in sediments of five ODP Leg 201 sites

description: Constant-flow permeability tests were conducted on core samples from Ocean Drilling Program Leg 201 from the eastern equatorial Pacific and the Peru margin. Eighteen whole-round core samples from Sites 1225, 1226, 1227, 1230, and 1231 were tested for vertical permeabilities. Sites 1225, 1226, and 1231 represent sediments of the open ocean, whereas Sites 1227 and 1230 represent sediments of the ocean margin. Measured vertical permeabilities vary from ~8 x 10**-19 m**2 to ~1 x 10**-16 m**2 for a porosity range of 45%-90%.
description: Four to five constant-flow tests were performed at each effective stress level. Sediment depth is given in mbsf.
description: Supplement to: Gamage, Kusali; Bekins, Barbara A; Screaton, Elizabeth J (2005): Data report: Permeabilities of eastern equatorial Pacific and Peru margin sediments. In: Jørgensen, BB; D'Hondt, SL; Miller, DJ (eds.) Proceedings of the Ocean Drilling Program, Scientific Results, College Station, TX (Ocean Drilling Program), 201, 1-18
DOI: 10.1594/pangaea.773540
title: (Table T1) Major ion concentrations of interstitial waters from six ODP Leg 201 sites

description: Leg 201 of the Ocean Drilling Program (ODP) focused on understanding subsurface microbial communities and their influence on the chemistry of the surrounding environment (D'Hondt, Jørgensen, Miller, et al., 2003, doi:10.2973/odp.proc.ir.201.2003). During the cruise, sediment cores were collected from four different marine environments of the eastern Pacific Ocean: deep open ocean beneath the moderately productive upwelling regime of the equator (Sites 1225 and 1226), shallow waters of the highly productive Peru shelf (Sites 1227-1229), a deepwater gas-charged zone in the Peru Trench (Site 1230), and a deep open-ocean area under oligotrophic waters (Site 1231). Each of these sites had been drilled previously (during either Deep Sea Drilling Project [DSDP] Leg 34, ODP Leg 112, or ODP Leg 138), although not for detailed microbiological or geochemical investigations. Interstitial waters are routinely analyzed for major cations aboard the JOIDES Resolution drillship. An exception was made during Leg 201 because other dissolved species (e.g. Fe2+, Mn2+, Ba2+, and acetate) were of more immediate interest and because low-resolution profiles of major cations already existed from the earlier cruises (D'Hondt, Jørgensen, Miller, et al., 2003, doi:10.2973/odp.proc.ir.201.2003). Consequently, major cation analyses were withheld for shore-based work. We present here the Ca2+, Mg2+, K+, Na+, and Sr2+ concentrations for pore waters from six of the sites, Sites 1225-1230. Pore waters from Site 1231 are not included in this report because of data inconsistencies.
description: Supplement to: Donohue, Catherine M; Snyder, Glen T; Dickens, Gerald Roy (2006): Data report: Major cation concentrations of interstitial waters collected from deep sediments of eastern equatorial Pacific and Peru margin (ODP Leg 201). In: Jørgensen, BB; D'Hondt, SL; Miller, DJ (eds.) Proceedings of the Ocean Drilling Program, Scientific Results, College Station, TX (Ocean Drilling Program), 201, 1-19
DOI: 10.1594/pangaea.864599
title: Annotated record of the detailed examination of Mn deposits from R/V Eltanin Cruise 5 stations

description: Cores, submarine photography and dredges described in this report were taken during the R/V Eltanin Cruise 5 in 1962 by the Department of Geology, Florida State University. Cores and dredges were recovered for 31 stations and are available at the Antarctic Research Facility, Florida State University for sampling and study.
description: From 1983 until 1989 NOAA-NCEI compiled the NOAA-MMS Marine Minerals Geochemical Database from journal articles, technical reports and unpublished sources from other institutions. At the time it was the most extended data compilation on ferromanganese deposits world wide. Initially published in a proprietary format incompatible with present day standards it was jointly decided by AWI and NOAA to transcribe this legacy data into PANGAEA. This transfer is augmented by a careful checking of the original sources when available and the encoding of ancillary information (sample description, method of analysis...) not present in the NOAA-MMS database.
description: Supplement to: Goodell, H G (1964): Eltanin Cruise 05 - Descriptions of cores, submarine photography and dredges. In: Goodell, H.G., 1964. Marine geology of the Drake Passage, Scotia Sea, and South Sandwich Trench; USNS Eltanin marine geology cruises 1-8. Sedimentology Research Laboratory Contribution. Department of Geology, Florida State University, Tallahassee, Florida
DOI: 10.5281/zenodo.12797218
title: CNN Wild Park - Graph Neural Networks for Learning Equivariant Representations of Neural Networks

description: This repository contains the CNN Wild Park dataset from the paper:



Graph Neural Networks for Learning Equivariant Representations of Neural NetworksMiltiadis Kofinas*, Boris Knyazev, Yan Zhang, Yunlu Chen, Gertjan J. Burghouts, Efstratios Gavves, Cees G. M. Snoek, David W. Zhang*ICLR 2024 (oral)https://arxiv.org/abs/2403.12143https://github.com/mkofinas/neural-graphs*Joint first and last authors


We introduce a new dataset of CNNs, which we term CNN Wild Park.The dataset consists of 117,241 checkpoints from 2,800 CNNs, trained for up to 1,000 epochs on CIFAR10.The CNNs vary in the number of layers, kernel sizes, activation functions, and residual connections between arbitrary layers.

More specifically, we construct the CNN Wild Park dataset by training 2,800 small CNNs with different architectures for 200 to 1,000 epochs on CIFAR10. We retain a checkpoint of its parameters every 10 steps and also record the test accuracy. The CNNs vary by:



Number of layers L in [2, 3, 4, 5] (note that this does not count the input layer).

Number of channels per layer c_l in [4, 8, 16, 32].

Kernel size of each convolution k_l in [3, 5, 7].

Activation functions at each layer are one of ReLU, GeLU, tanh, sigmoid, leaky ReLU, or the identity function.

Skip connections between two layers with at least one layer in between. Each layer can have at most one incoming skip connection. We allow for skip connections even in the case when the number of channels differ, to increase the variety of architectures and ensure independence between different architectural choices. We enable this by adding the skip connection only to the min(c_n, c_m) nodes.


We divide the dataset into train/val/test splits such that checkpoints from the same run are not contained in both the train and test splits.