cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/k5r-095-aq6
title: Fragaria vesca L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5r-2fp-ape
title: Lepidium coronopus (L.) Al-Shehbaz

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5r-bl3-mb8
title: Lemna minor L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5r-dff-vwe
title: Gagea minima (L.) Ker Gawl.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5r-j73-shm
title: Vahlodea atropurpurea (Wahlenb.) Fr.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5r-n35-bwm
title: Myosurus minimus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5r-ndy-bre
title: Filipendula ulmaria (L.) Maxim.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5r-pge-pgm
title: Vicia tetrasperma (L.) Schreb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5s-0dk-hlq
title: Calypso bulbosa (L.) Oakes

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5s-dmc-p63
title: Rorippa sylvestris (L.) Besser

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5s-dwl-dj5
title: Sagittaria sagittifolia L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5s-dxz-0nw
title: Trifolium pratense L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5s-g9h-wrd
title: Equisetum hyemale L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5s-ksf-37f
title: Oxybasis rubra (L.) S. Fuentes, Uotila & Borsch

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5s-adw-y88
title: Lathyrus pratensis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5s-tls-cns
title: Rosa sherardii Davies

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5s-z5h-dg3
title: Comarum palustre L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5t-371-tck
title: Amelanchier × lamarckii F. G. Schroed.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5t-57g-ys3
title: Carex rotundata Wahlenb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5t-6w6-he0
title: Lathyrus linifolius (Reichard) Bässler

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5t-cf8-j15
title: Chrysosplenium tetrandrum (N. Lund) Th. Fr.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5t-dxz-mwc
title: Juncus stygius L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5t-eyf-6za
title: Avenella flexuosa (L.) Drejer

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5t-hrt-r15
title: Luzula sudetica (Willd.) Schult.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5t-hsm-wte
title: Ranunculus lingua L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5t-je5-ag5
title: Carex nigra (L.) Reichard

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5t-jh1-wfm
title: Lipandra polysperma (L.) S. Fuentes, Uotila & Borsch

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5t-km2-mn1
title: Sedum villosum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5t-nvq-w24
title: Carex elongata L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5t-rq4-g07
title: Crataegus rhipidophylla Gand.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5t-zgl-fww
title: Cerastium semidecandrum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5v-3g4-emj
title: Lepidium ruderale L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5v-5qn-c1f
title: Carex elata All.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5v-1gb-q2m
title: Hylotelephium telephium (L.) H. Ohba

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

description: A dataset containing 667 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Ophelimus maskelli",
 "Year 1984-2025"
 ]
}

 The dataset includes 667 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062153-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/k5v-p92-6ex
title: Philadelphus coronarius L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5v-xwn-zep
title: Ceratophyllum demersum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5v-z3l-tv4
title: Carex nigra subsp. nigra

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5w-3d2-8z7
title: Barbarea vulgaris W. T. Aiton

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5w-6jm-mcw
title: Anthyllis vulneraria subsp. vulneraria

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5w-dfd-ka3
title: Danthonia decumbens (L.) DC.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5w-lxx-6cd
title: Alopecurus arundinaceus Poir.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5w-mdp-jg3
title: Vicia cracca L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5w-mh9-mz1
title: Ribes nigrum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5w-rap-b5j
title: Gagea minima (L.) Ker Gawl.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5x-4f2-etf
title: Draba glabella Pursh

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5x-7p0-kwc
title: Juncus alpinoarticulatus subsp. fischerianus (Turcz. ex V. I. Krecz.) Hämet-Ahti

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5x-9a7-q77
title: Moehringia trinervia (L.) Clairv.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5x-es4-j60
title: Huperzia europaea Björk

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5x-lpf-av5
title: Agrostis vinealis Schreb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5x-qg8-nww
title: Bromus secalinus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/k5x-tlt-kyh
title: Festuca rubra L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.qlygd3
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003951-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.63583
title: Occurrence of mammalia relicts at site Bocksteingrotte/Lonetal
DOI: 10.6084/m9.figshare.26366728
title: <b>Bridging Organ Transcriptomics: Advancing Multi-Organ Toxicity Assessment with a Generative AI Approach</b>

description: Translational research in toxicology has significantly benefited from transcriptomic profiling, particularly in drug safety. While transcriptomics offers valuable insights into drug toxicity mechanisms and assists in gene expression predictive model development, its application has predominantly focused on limited organs, notably the liver, due to resource constraints. This paper presents TransTox, an innovative AI model using Generative Adversarial Network (GAN) technology to facilitate bidirectional translation of transcriptomic profiles between the liver and kidney under drug treatment. TransTox demonstrates robust performance, validated across independent datasets and laboratories. Firstly, the concordance between real experimental data and synthetic data generated by TransTox was demonstrated in characterizing toxicity mechanisms compared to real experimental settings. Secondly, TransTox proved valuable in gene expression predictive models, where synthetic data could be used to develop valid gene expression predictive models or serve as "digital twins" for diagnostic applications. The TransTox approach holds potential for multi-organ toxicity assessment with AI and advancing the field of precision toxicology.
DOI: 10.6084/m9.figshare.26366728.v2
title: <b>Bridging Organ Transcriptomics: Advancing Multi-Organ Toxicity Assessment with a Generative AI Approach</b>

description: Translational research in toxicology has significantly benefited from transcriptomic profiling, particularly in drug safety. While transcriptomics offers valuable insights into drug toxicity mechanisms and assists in gene expression predictive model development, its application has predominantly focused on limited organs, notably the liver, due to resource constraints. This paper presents TransTox, an innovative AI model using Generative Adversarial Network (GAN) technology to facilitate bidirectional translation of transcriptomic profiles between the liver and kidney under drug treatment. TransTox demonstrates robust performance, validated across independent datasets and laboratories. Firstly, the concordance between real experimental data and synthetic data generated by TransTox was demonstrated in characterizing toxicity mechanisms compared to real experimental settings. Secondly, TransTox proved valuable in gene expression predictive models, where synthetic data could be used to develop valid gene expression predictive models or serve as "digital twins" for diagnostic applications. The TransTox approach holds potential for multi-organ toxicity assessment with AI and advancing the field of precision toxicology.
DOI: 10.6084/m9.figshare.26366728.v1
title: <b>Bridging Organ Transcriptomics: Advancing Multi-Organ Toxicity Assessment with a Generative AI Approach</b>

description: Translational research in toxicology has significantly benefited from transcriptomic profiling, particularly in drug safety. While transcriptomics offers valuable insights into drug toxicity mechanisms and assists in gene expression predictive model development, its application has predominantly focused on limited organs, notably the liver, due to resource constraints. This paper presents TransTox, an innovative AI model using Generative Adversarial Network (GAN) technology to facilitate bidirectional translation of transcriptomic profiles between the liver and kidney under drug treatment. TransTox demonstrates robust performance, validated across independent datasets and laboratories. Firstly, the concordance between real experimental data and synthetic data generated by TransTox was demonstrated in characterizing toxicity mechanisms compared to real experimental settings. Secondly, TransTox proved valuable in gene expression predictive models, where synthetic data could be used to develop valid gene expression predictive models or serve as "digital twins" for diagnostic applications. The TransTox approach holds potential for multi-organ toxicity assessment with AI and advancing the field of precision toxicology.
DOI: 10.5281/zenodo.12810195
title: Supersonic/Hypersonic Zero-Pressure-Gradient Turbulent Boundary Layers

description: Datasets M2.zip and M5.zip of long ZPG supersonic/hypersonic turbulent boundary layers related to the work"Ceci, A., Palumbo, A., Larsson, J. et al. Numerical tripping of high-speed turbulent boundary layers. Theor. Comput. Fluid Dyn. 36, 865–886 (2022). https://doi.org/10.1007/s00162-022-00623-0"

Files cf_fav*dat (Favre averaged velocities) contain columns with streamwise dstribution of the following quantities:  Supersonic cases, x/delta0,cf,retau,retheta,redelta2,delta99/delta0,p'_w^2/tauw, turbuent tau_xy peak, turbulent tau_xx peak  Hypersonic cases, x/delta0,cf,retau,retheta,redelta2,delta99/delta0,p'_w^2/tauw, turbuent tau_xy peak, chFiles meanfields_*.prof (Favre averaged velocities) contain 2D streamwise and wall-normal dstribution of the following mean fields:  All cases, x/delta0,y/delta0,retau,y/delta99,y+,u+,rho/rhow,rho/rho0,T/Tw,T/T0,p/pw,p/p0,u''u''+,v''v''+,w''w''+,-u''v''+,ufav/u0
DOI: 10.5281/zenodo.12810196
title: Supersonic/Hypersonic Zero-Pressure-Gradient Turbulent Boundary Layers

description: Datasets M2.zip and M5.zip of long ZPG supersonic/hypersonic turbulent boundary layers related to the work"Ceci, A., Palumbo, A., Larsson, J. et al. Numerical tripping of high-speed turbulent boundary layers. Theor. Comput. Fluid Dyn. 36, 865–886 (2022). https://doi.org/10.1007/s00162-022-00623-0"

Files cf_fav*dat (Favre averaged velocities) contain columns with streamwise dstribution of the following quantities:  Supersonic cases, x/delta0,cf,retau,retheta,redelta2,delta99/delta0,p'_w^2/tauw, turbuent tau_xy peak, turbulent tau_xx peak  Hypersonic cases, x/delta0,cf,retau,retheta,redelta2,delta99/delta0,p'_w^2/tauw, turbuent tau_xy peak, chFiles meanfields_*.prof (Favre averaged velocities) contain 2D streamwise and wall-normal dstribution of the following mean fields:  All cases, x/delta0,y/delta0,retau,y/delta99,y+,u+,rho/rhow,rho/rho0,T/Tw,T/T0,p/pw,p/p0,u''u''+,v''v''+,w''w''+,-u''v''+,ufav/u0
DOI: 10.5281/zenodo.11639160
title: Inverse Design of FBG-based Optical Filters using Deep Learning: A Hybrid CNN-MLP Approach

description: Dataset for "Inverse Design of FBG-based Optical Filters using Deep Learning: A Hybrid CNN-MLP Approach."
DOI: 10.5281/zenodo.11639161
title: Inverse Design of FBG-based Optical Filters using Deep Learning: A Hybrid CNN-MLP Approach

description: Dataset for "Inverse Design of FBG-based Optical Filters using Deep Learning: A Hybrid CNN-MLP Approach."
DOI: 10.5281/zenodo.12809983
title: In-plane dielectric constant and conductivity of confined water

description: This dataset contains source data from the article "In-plane dielectric constant and conductivity of confined water". AFM data are provided in .txt format and plots are provided in .xlsx format, with filenames corresponding to the figure labels as in the article.
DOI: 10.25574/01194
title: Chandra X-ray Observatory ObsId 01194
DOI: 10.15468/dl.47dq3h
title: Occurrence Download

description: A dataset containing 162512 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "OccurrenceStatus is Present",
 "TaxonKey is Danaus plexippus (Linnaeus, 1758)",
 "Year 2020-2024"
 ]
}

 The dataset includes 162512 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035042-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yjuxxn
title: Occurrence Download

description: A dataset containing 173563 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-211.04637 -4.52118,-77.06097 -4.52118,-77.06097 79.57774,-211.04637 79.57774,-211.04637 -4.52118))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Megaptera novaeangliae (Borowski, 1781)"
 ]
}

 The dataset includes 173563 records from 186 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035043-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c484z9
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Prioniturus luconensis Steere, 1890)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 28 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0293502-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q3j43x
title: Occurrence Download

description: A dataset containing 549 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is United States of America",
 "DatasetKey is LSUMZ Birds Collection",
 "GadmGid is USA.44_1",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 549 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138279-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.du2sw4
title: Occurrence Download

description: A dataset containing 530 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Butea monosperma (Lam.) Kuntze",
 "HasGeospatialIssue is FALSE",
 "Year is 2000,2022",
 "HasCoordinate is TRUE",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 530 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138291-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hej6pk
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lichmera argentauris (Finsch, 1871))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 95 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0293499-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ye4gbp
title: Occurrence Download

description: A dataset containing 488 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IND",
 "TaxonKey is Ruellia Plum. ex L."
 ]
}

 The dataset includes 488 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0293559-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xthh3j
title: Occurrence Download

description: A dataset containing 812 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hylorchilus sumichrasti (Lawrence, 1871)"
 ]
}

 The dataset includes 812 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159809-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jbesvt
title: Occurrence Download

description: A dataset containing 3604875 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fulica atra Linnaeus, 1758, Fulicula atra (Linnaeus, 1758))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3604875 records from 1570 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0293551-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.785dkx
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Geodetic datum assumed WGS84",
 "OccurrenceStatus is Present",
 "TaxonKey is Myliobatis peruvianus Garman, 1913",
 "Year 1985-2022"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138304-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9t7z8j
title: Occurrence Download

description: A dataset containing 3574 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pavo muticus Linnaeus, 1766)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3574 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0293602-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knyzg6
title: Occurrence Download

description: A dataset containing 582 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Apodemus pallipes"
 ]
}

 The dataset includes 582 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009325-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.