cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14610498
title: Winter phytoplankton pigment concentrations measured by HPLC in the upper 150m of the Indian Southern Ocean along the 30°E transect (GEOTRACES GIpr07) during 2017

description: Depth profiles of phytoplankton photosynthetic pigment concentrations were collected during the Winter 2017 scientific cruise from June to July 2017 on board the SA Agulhas II in the Indian sector of the Southern Ocean along the 30°E longitude between South Africa and Antarctica. Discrete seawater samples, for chlorophyll-a and accessory pigment analysis, were taken at depths from 10-150m from Niskin bottles on a CTD rosette. Filtered samples were later analysed by High-Performance Liquid Chromatography (HPLC) at Laboratoire d'Océanographie de Villefranche (LOV – CNRS) according to Ras et al. 2008 (doi:10.5194/bg-5-353-2008).

This data is related to the publication by Viljoen et al. (2025): Winter dynamics of phytoplankton and micronutrients in the Southern Ocean in JGR Oceans - https://doi.org/10.1029/2025JC022431.

Phytoplankton community structure determined via CHEMTAX analyses of pigment concentrations can be found in related repository at https://doi.org/10.5281/zenodo.6615070 and detailed methods in the related publication by Viljoen et al. (2025).

 
description: The work leading to these results received funding from the National Research Foundation (NRF), South Africa, under the South African National Antarctic Programme (SANAP), grant numbers 93072, 110731, and SANCOP, grant number 91313, awarded to S. Fietz. J.J. Viljoen acknowledges funding from NRF through a Masters Innovation Scholarship and financial assistance through a PhD NRF grant-linked bursary through the South African National Antarctic Programme, grant number 110731. We thank Captain Knowledge Bengu and the crew of the SA Agulhas II for their support. We furthermore thank chief scientist Marcello Vichi, UCT-Oceanography, and all the cruise participants of the Winter 2017 scientific voyage.
DOI: 10.5517/ccdc.csd.cc2k7t5t
title: CCDC 2360996: Experimental Crystal Structure Determination

description: Related Article: Maneesh Mohan, Ginson Gilbert, K.S. Sandhya, Arsha S Nair, Arti Vishwakarma, Ani Deepthi|2025|J.Mol.Struct.|1321|139870|doi:10.1016/j.molstruc.2024.139870
description: Related Article: Maneesh Mohan, A.A. Amalkrishnan, E.G. Jayasree, K.S Sandhya, S. Sreejith, Ani Deepthi|2026|J.Mol.Struct.|1352||doi:10.1016/j.molstruc.2025.144474
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2mm35k
title: CCDC 2431428: Experimental Crystal Structure Determination

description: Related Article: Anrong Chen, Zhenghong Zhou, Yang Han, Bo Yang, Yingzi Li, Feng Zhu
|2025|Angew.Chem.,Int.Ed.|64|e202511045|doi:10.1002/anie.202511045
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.15244825
title: Interaction yTop1-Rpc82
DOI: 10.5281/zenodo.15244826
title: Interaction yTop1-Rpc82
DOI: 10.15468/dl.n6wren
title: Occurrence Download

description: A dataset containing 23741 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Microspathodon chrysurus (Cuvier, 1830)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 23741 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020946-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x3bktx
title: Occurrence Download

description: A dataset containing 667 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Portugal",
 "Country is Spain"
 ]
 },
 "TaxonKey is Rubus lainzii H.E.Weber"
 ]
}

 The dataset includes 667 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0167697-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hjwk1d
title: Occurrence Download

description: A dataset containing 590 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Axis porcinus (Zimmermann, 1780)"
 ]
}

 The dataset includes 590 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020948-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yuqvmr
title: Occurrence Download

description: A dataset containing 516 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Hemiglyphidodon plagiometopon (Bleeker, 1852)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 516 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020948-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2e32u
title: Occurrence Download

description: A dataset containing 315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panicum hirticaule J.Presl",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 315 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177114-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ybqzjs
title: Occurrence Download

description: A dataset containing 2483 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Neoglyphidodon melas (Cuvier, 1830)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2483 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020949-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvpjlu
title: Occurrence Download

description: A dataset containing 512 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Tetragonisca fiebrigi (Schwarz, 1938)",
 "TaxonKey is Scaptotrigona jujuyensis (Schrottky, 1911)"
 ]
}

 The dataset includes 512 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020949-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.za29mj
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saccharum alopecuroides (L.) Nutt.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 44 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177183-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kfsypa
title: Occurrence Download

description: A dataset containing 360 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Truncatella subcylindrica (Linnaeus, 1767)",
 "TaxonKey is Trypauchen vagina (Bloch & Schneider, 1801)"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 360 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020951-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rd7wz9
title: Occurrence Download

description: A dataset containing 482 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is CardObs : Observations naturalistes issues de l'outil CardObs-Données naturalistes de l'AGUPE (Association Générale d'Urbanisme et de Protection de l'Environnement)"
 ]
}

 The dataset includes 482 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013160-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5dqban
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Portunus trituberculatus (Miers, 1876)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 53 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020951-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v6g49e
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((6.21483 46.30119,6.20247 46.2545,6.21895 46.16112,6.69136 46.07185,6.80397 46.41106,6.62407 46.45088,6.34254 46.40694,6.21483 46.30119))",
 "Geometry POLYGON((6.62409 46.35603,6.6251 46.35603,6.6251 46.35707,6.62409 46.35707,6.62409 46.35603))"
 ]
 },
 "TaxonKey is Vertigo angustior Jeffreys, 1830"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187340-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.joafoq
title: Occurrence Download

description: A dataset containing 3197 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Tsuga heterophylla (Raf.) Sarg."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3197 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020952-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jexad7
title: Occurrence Download

description: A dataset containing 602 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((8.01723 -36.6069,25.87469 -28.41176,31.71457 -27.38201,34.98661 -26.18261,50.57994 4.23383,28.74693 20.38453,-25.39425 22.83611,-13.65272 0.20696,8.01723 -36.6069))",
 {
 "or" : [
 "TaxonKey is Oreobambos K.Schum.",
 "TaxonKey is Oxytenanthera Munro"
 ]
 }
 ]
}

 The dataset includes 602 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074215-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s6hlsl
title: Occurrence Download

description: A dataset containing 4256 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Tsuga canadensis (L.) Carrière"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4256 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020953-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rscz39
title: Occurrence Download

description: A dataset containing 264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Muhlenbergia sobolifera (Muhl. ex Willd.) Trin.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 264 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177092-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqecnd
title: Occurrence Download

description: A dataset containing 475682 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Arctium L., Arctium Lam., 1779)"
 ]
}

 The dataset includes 475682 records from 2558 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048490-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bt0mbs
title: Occurrence Download

description: A dataset containing 2112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((74.8828125 39.206714688189784, 72.94921875 39.07037496630156, 70.48828125 37.83147590811807, 69.9609375 35.862339387427994, 69.9609375 34.1345372416894, 70.3125 31.92418805228592, 72.94921875 30.268551615948354, 75.9375 30.116616942566043, 77.51953125 28.892774167833785, 79.27734374999999 27.49852196443761, 82.6171875 26.559045185742832, 85.95703125 25.770209018060804, 86.66015624999999 24.176820256574754, 87.1875 23.211053346269885, 90.17578124999999 21.258656334328716, 92.8125 20.1075182313719, 94.21875 21.094745528210435, 99.49218749999999 21.749290854184867, 100.8984375 26.086383331438917, 99.84374999999999 29.35344699294194, 96.6796875 31.024689531512514, 92.8125 30.268551615948354, 90.52734374999999 29.81204611302913, 87.5390625 29.506544774138685, 84.72656249999999 29.65941139332828, 81.73828125 30.87393563361616, 80.68359375 32.22209130227107, 80.15625 34.56990196360932, 79.27734374999999 36.57141951521943, 78.046875 37.55328339311761, 76.46484375 38.522379893268365, 74.8828125 39.206714688189784))",
 "HasCoordinate is true",
 "TaxonKey is Aegithina tiphia (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2112 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014277-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u4h5pv
title: Occurrence Download

description: A dataset containing 5483233 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Squamata"
 ]
}

 The dataset includes 5483233 records from 2085 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041392-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive153379.20241212.9.2
title: Corynebacterium striatum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.3535/eg9-3ef-9mn
title: Lypusidae Herrich-Schäffer, 1857

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/pfq-mxz-jv7
title: Lypusidae Herrich-Schäffer, 1857

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vys-q74-yrj
title: Lypusidae Herrich-Schäffer, 1857

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13145/bacdive153379.20251217.10
title: Corynebacterium striatum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive153380.20241212.9.2
title: Campylobacter ureolyticus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.71758/refodat.58
title: Structural analysis of 2D frame structures using Physics Informed Neural Networks: Calculation files and result data

description: Within the present study, a framework for Physics Informed Neural Networks (PINN) is formulated for the analysis of frame structures in two dimensions. The individual structural elements are represented by Euler-Bernoulli beams with additional axial stiffness. The transverse and axial displacements are approximated by individual neural networks and the differential equations are considered by minimizing a global loss function within the simultaneous training process. As a novelty, the boundary conditions at the supports of the structure and the coupling conditions at the element connections are considered in a joined loss function and specific weighting factors are defined and tuned within the training. Several examples have been investigated: first a simple beam structure with varying cross section properties and second with a concentrated discrete load in order to investigated the applicability of the PINNs for structural analysis. Two more sophisticated examples with several elements connected at rigid corners were analyzed, where the fulfillment of the consistency of the displacements and the equilibrium conditions of the internal forces is a crucial condition within the loss function of the network training. The presented examples were implemented in Python using the PyTorch framework, with the Adam optimizer commonly employed to perform gradient-based updates of the network parameters. For the investigated structures, learning rate schedulers were employed to facilitate convergence by systematically adjusting the learning rate as training progressed. In the final example, the use of a scheduler was omitted. Instead, an additional optimization phase was executed using the L-BFGS algorithm following a phase using the Adam optimizer to further refine the solution and promote convergence.
DOI: 10.13145/bacdive153380.20251217.10
title: Campylobacter ureolyticus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive153381.20241212.9.2
title: Paenibacillus larvae

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive153381.20251217.10
title: Paenibacillus larvae

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive153382.20241212.9.2
title: Paenibacillus larvae

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive153382.20251217.10
title: Paenibacillus larvae

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive153383.20241212.9.2
title: Paenibacillus larvae

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive153383.20251217.10
title: Paenibacillus larvae

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.3535/b4c-pvj-qa4
title: Lypusidae Herrich-Schäffer, 1857

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13145/bacdive153384.20241212.9.2
title: Paenibacillus larvae

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive153384.20251217.10
title: Paenibacillus larvae

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.3535/5dy-vq9-x3q
title: Lypusidae Herrich-Schäffer, 1857

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/a5z-n1t-60x
title: Lypusidae Herrich-Schäffer, 1857

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kr7-7m0-34b
title: Lypusidae Herrich-Schäffer, 1857

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13145/bacdive153385.20241212.9.2
title: Paenibacillus larvae

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive153385.20251217.10
title: Paenibacillus larvae

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.3535/0af-8ze-6y8
title: Lypusidae Herrich-Schäffer, 1857

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/e29-fex-kyj
title: Lypusidae Herrich-Schäffer, 1857

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/le8-p4p-dtj
title: Lypusidae Herrich-Schäffer, 1857

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13145/bacdive153386.20241212.9.2
title: Paenibacillus larvae

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive153386.20251217.10
title: Paenibacillus larvae

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0140693.10fu
title: SH0140693.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.3535/4jp-bw6-hs1
title: Lypusidae Herrich-Schäffer, 1857

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