cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13129960
title: Linked collectors and determiners for: Bacterial 16S Ribosomal RNA RefSeq Targeted Loci Project.

description: Natural history specimen data linked to collectors and determiners held within, "Bacterial 16S Ribosomal RNA RefSeq Targeted Loci Project". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/0b0dc293-3b26-49db-b9f1-817b31ebf603 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/0b0dc293-3b26-49db-b9f1-817b31ebf603. Formatted as a Frictionless Data package.
DOI: 10.6141/tw-srda-c00164_2-1
title: Panel Study of Family Dynamics: RCI2005

description: Panel Study of Family Dynamics
DOI: 10.5281/zenodo.13429079
title: Linked collectors and determiners for: Bacterial 16S Ribosomal RNA RefSeq Targeted Loci Project.

description: Natural history specimen data linked to collectors and determiners held within, "Bacterial 16S Ribosomal RNA RefSeq Targeted Loci Project". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/0b0dc293-3b26-49db-b9f1-817b31ebf603 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/0b0dc293-3b26-49db-b9f1-817b31ebf603. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.13978337
title: Linked collectors and determiners for: Bacterial 16S Ribosomal RNA RefSeq Targeted Loci Project.

description: Natural history specimen data linked to collectors and determiners held within, "Bacterial 16S Ribosomal RNA RefSeq Targeted Loci Project". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/0b0dc293-3b26-49db-b9f1-817b31ebf603 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/0b0dc293-3b26-49db-b9f1-817b31ebf603. Formatted as a Frictionless Data package.
DOI: 10.6141/tw-srda-c00167_1-1
title: The Social Survey on Attitude towards Needs, Provision of Service, Preferences for Late Life: Perspectives from Different Generation(45-64 years)
DOI: 10.7910/dvn/mm4hqn
title: A00_15013.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/817d4980-0ee8-5236-128c-2a8d549d8521'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/817d4980-0ee8-5236-128c-2a8d549d8521
DOI: 10.5281/zenodo.10547481
title: Spatial mapping of the hepatocellular carcinoma landscape identifies unique intratumoural perivascular-immune neighbourhoods

description: The uploaded data includes results from imaging mass cytometry (IMC) data collected from hepatocellular carcinoma patients. A pre-print of the associated publication can be found here:

https://www.medrxiv.org/content/10.1101/2023.09.15.23295451v1

The CSV file contains segmented cells from IMC data. This includes the Patient, ROI, and Group each cell is assigned. Marker signal intensities underwent arcsine transformation and were rescaled. The “simprof_cluster” column contains the final iteration of clustering following initial X-shift clustering.

Notes on additional columns:



“Sample” is barcoded such that the first three digits are the ablation number, followed by the region on the TMA, the group, and the patient. I.e., “[ablation.number]_[TMA.location]_[group]_[patient]”.

“x” and “y” refer to the coordinates of samples.

“Group” refers to the tissue type. Included non-tumour (NT), invasive margin (IM), and tumour (T) regions.

The area for each ROI has been calculated (µm^2 and mm^2).

“Batch” refers to TMA.

In most cases each area from each patient has three ablation sites. Three samples have an extra ablation site due to technical difficulties during the ablation, and hence have a “split” sample.


The PDF file contains patient information associated with the IMC data.

DOI of dataset:

10.5281/zenodo.10547481

Any further questions can be addressed to Felix Marsh-Wakefield felix.marsh-wakefield@sydney.edu.au
DOI: 10.5281/zenodo.10547480
title: Spatial mapping of the hepatocellular carcinoma landscape identifies unique intratumoural perivascular-immune neighbourhoods

description: The uploaded data includes results from imaging mass cytometry (IMC) data collected from hepatocellular carcinoma patients. The associated publication can be found here (Marsh-Wakefield et al., 2024, Hepatology Communications).

The CSV file contains segmented cells from IMC data. This includes the Patient, ROI, and Group each cell is assigned. Marker signal intensities underwent arcsine transformation and were rescaled. The “simprof_cluster” column contains the final iteration of clustering following initial X-shift clustering.

Notes on additional columns:



“Sample” is barcoded such that the first three digits are the ablation number, followed by the region on the TMA, the group, and the patient. I.e., “[ablation.number]_[TMA.location]_[group]_[patient]”.

“x” and “y” refer to the coordinates of samples.

“Group” refers to the tissue type. Included non-tumour (NT), invasive margin (IM), and tumour (T) regions.

The area for each ROI has been calculated (µm^2 and mm^2).

“Batch” refers to TMA.

In most cases each area from each patient has three ablation sites. Three samples have an extra ablation site due to technical difficulties during the ablation, and hence have a “split” sample.


The PDF file contains patient information associated with the IMC data.

DOI of dataset:

10.5281/zenodo.10622397

Any further questions can be addressed to Felix Marsh-Wakefield felix.marsh-wakefield@sydney.edu.au
DOI: 10.5281/zenodo.10622397
title: Spatial mapping of the hepatocellular carcinoma landscape identifies unique intratumoural perivascular-immune neighbourhoods

description: The uploaded data includes results from imaging mass cytometry (IMC) data collected from hepatocellular carcinoma patients. The associated publication can be found here (Marsh-Wakefield et al., 2024, Hepatology Communications).

The CSV file contains segmented cells from IMC data. This includes the Patient, ROI, and Group each cell is assigned. Marker signal intensities underwent arcsine transformation and were rescaled. The “simprof_cluster” column contains the final iteration of clustering following initial X-shift clustering.

Notes on additional columns:



“Sample” is barcoded such that the first three digits are the ablation number, followed by the region on the TMA, the group, and the patient. I.e., “[ablation.number]_[TMA.location]_[group]_[patient]”.

“x” and “y” refer to the coordinates of samples.

“Group” refers to the tissue type. Included non-tumour (NT), invasive margin (IM), and tumour (T) regions.

The area for each ROI has been calculated (µm^2 and mm^2).

“Batch” refers to TMA.

In most cases each area from each patient has three ablation sites. Three samples have an extra ablation site due to technical difficulties during the ablation, and hence have a “split” sample.


The PDF file contains patient information associated with the IMC data.

DOI of dataset:

10.5281/zenodo.10622397

Any further questions can be addressed to Felix Marsh-Wakefield felix.marsh-wakefield@sydney.edu.au
DOI: 10.6141/tw-srda-c00167_2-1
title: The Social Survey on Attitude towards Needs, Provision of Service, Preferences for Late Life: Perspectives from Different Generation
DOI: 10.6141/tw-srda-c00169-1
title: Research on the Well-being of Nations
DOI: 10.6141/tw-srda-c00170_1-1
title: Panel Study of Family Dynamics: RR2006

description: Panel Study of Family Dynamics
DOI: 10.15468/dl.k4x5rg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erodium astragaloides Boiss. & Reut.",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031331-241007104925546/datasets/export for details.
DOI: 10.5281/zenodo.10712735
title: Linked collectors and determiners for: Taxonomy and conservation of the genus Noronhia Thouars (Oleaceae) in Mauritius.

description: Natural history specimen data linked to collectors and determiners held within, "Taxonomy and conservation of the genus Noronhia Thouars (Oleaceae) in Mauritius". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/264cb207-2e7c-4f10-a3c4-999e00738310 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/264cb207-2e7c-4f10-a3c4-999e00738310. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10595895
title: Linked collectors and determiners for: Taxonomy and conservation of the genus Noronhia Thouars (Oleaceae) in Mauritius.

description: Natural history specimen data linked to collectors and determiners held within, "Taxonomy and conservation of the genus Noronhia Thouars (Oleaceae) in Mauritius". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/264cb207-2e7c-4f10-a3c4-999e00738310 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/264cb207-2e7c-4f10-a3c4-999e00738310. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10880210
title: Linked collectors and determiners for: Taxonomy and conservation of the genus Noronhia Thouars (Oleaceae) in Mauritius.

description: Natural history specimen data linked to collectors and determiners held within, "Taxonomy and conservation of the genus Noronhia Thouars (Oleaceae) in Mauritius". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/264cb207-2e7c-4f10-a3c4-999e00738310 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/264cb207-2e7c-4f10-a3c4-999e00738310. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.11055659
title: Linked collectors and determiners for: Taxonomy and conservation of the genus Noronhia Thouars (Oleaceae) in Mauritius.

description: Natural history specimen data linked to collectors and determiners held within, "Taxonomy and conservation of the genus Noronhia Thouars (Oleaceae) in Mauritius". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/264cb207-2e7c-4f10-a3c4-999e00738310 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/264cb207-2e7c-4f10-a3c4-999e00738310. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.11229334
title: Linked collectors and determiners for: Taxonomy and conservation of the genus Noronhia Thouars (Oleaceae) in Mauritius.

description: Natural history specimen data linked to collectors and determiners held within, "Taxonomy and conservation of the genus Noronhia Thouars (Oleaceae) in Mauritius". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/264cb207-2e7c-4f10-a3c4-999e00738310 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/264cb207-2e7c-4f10-a3c4-999e00738310. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.12619607
title: Linked collectors and determiners for: Taxonomy and conservation of the genus Noronhia Thouars (Oleaceae) in Mauritius.

description: Natural history specimen data linked to collectors and determiners held within, "Taxonomy and conservation of the genus Noronhia Thouars (Oleaceae) in Mauritius". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/264cb207-2e7c-4f10-a3c4-999e00738310 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/264cb207-2e7c-4f10-a3c4-999e00738310. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.13129961
title: Linked collectors and determiners for: Taxonomy and conservation of the genus Noronhia Thouars (Oleaceae) in Mauritius.

description: Natural history specimen data linked to collectors and determiners held within, "Taxonomy and conservation of the genus Noronhia Thouars (Oleaceae) in Mauritius". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/264cb207-2e7c-4f10-a3c4-999e00738310 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/264cb207-2e7c-4f10-a3c4-999e00738310. Formatted as a Frictionless Data package.
DOI: 10.6141/tw-srda-c00170_2-2
title: Panel Study of Family Dynamics: CIV2006

description: Panel Study of Family Dynamics
DOI: 10.5281/zenodo.10506951
title: Linked collectors and determiners for: Taxonomy and conservation of the genus Noronhia Thouars (Oleaceae) in Mauritius.

description: Natural history specimen data linked to collectors and determiners held within, "Taxonomy and conservation of the genus Noronhia Thouars (Oleaceae) in Mauritius". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/264cb207-2e7c-4f10-a3c4-999e00738310 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/264cb207-2e7c-4f10-a3c4-999e00738310. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.13978338
title: Linked collectors and determiners for: Taxonomy and conservation of the genus Noronhia Thouars (Oleaceae) in Mauritius.

description: Natural history specimen data linked to collectors and determiners held within, "Taxonomy and conservation of the genus Noronhia Thouars (Oleaceae) in Mauritius". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/264cb207-2e7c-4f10-a3c4-999e00738310 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/264cb207-2e7c-4f10-a3c4-999e00738310. Formatted as a Frictionless Data package.
DOI: 10.6141/tw-srda-c00171-1
title: The Psychological and Sociological Study of Animal Releasing in Taiwan's Society
DOI: 10.5281/zenodo.10595899
title: Linked collectors and determiners for: A taxonomic revision of Melanoxerus (Rubiaceae), with descriptions of three new species of trees from Madagascar.

description: Natural history specimen data linked to collectors and determiners held within, "A taxonomic revision of Melanoxerus (Rubiaceae), with descriptions of three new species of trees from Madagascar". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/302813c6-fb6d-4142-b635-4d0a1e18fb27 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/302813c6-fb6d-4142-b635-4d0a1e18fb27. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10712736
title: Linked collectors and determiners for: A taxonomic revision of Melanoxerus (Rubiaceae), with descriptions of three new species of trees from Madagascar.

description: Natural history specimen data linked to collectors and determiners held within, "A taxonomic revision of Melanoxerus (Rubiaceae), with descriptions of three new species of trees from Madagascar". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/302813c6-fb6d-4142-b635-4d0a1e18fb27 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/302813c6-fb6d-4142-b635-4d0a1e18fb27. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.13429090
title: Linked collectors and determiners for: Taxonomy and conservation of the genus Noronhia Thouars (Oleaceae) in Mauritius.

description: Natural history specimen data linked to collectors and determiners held within, "Taxonomy and conservation of the genus Noronhia Thouars (Oleaceae) in Mauritius". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/264cb207-2e7c-4f10-a3c4-999e00738310 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/264cb207-2e7c-4f10-a3c4-999e00738310. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10880211
title: Linked collectors and determiners for: A taxonomic revision of Melanoxerus (Rubiaceae), with descriptions of three new species of trees from Madagascar.

description: Natural history specimen data linked to collectors and determiners held within, "A taxonomic revision of Melanoxerus (Rubiaceae), with descriptions of three new species of trees from Madagascar". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/302813c6-fb6d-4142-b635-4d0a1e18fb27 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/302813c6-fb6d-4142-b635-4d0a1e18fb27. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.11229335
title: Linked collectors and determiners for: A taxonomic revision of Melanoxerus (Rubiaceae), with descriptions of three new species of trees from Madagascar.

description: Natural history specimen data linked to collectors and determiners held within, "A taxonomic revision of Melanoxerus (Rubiaceae), with descriptions of three new species of trees from Madagascar". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/302813c6-fb6d-4142-b635-4d0a1e18fb27 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/302813c6-fb6d-4142-b635-4d0a1e18fb27. Formatted as a Frictionless Data package.
DOI: 10.6141/tw-srda-c00172-1
title: First Social Image Survey in 2007

description: Taiwan Social Image Survey
DOI: 10.7910/dvn/nyjhgv
title: A00_15016.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/538b2a04-7a14-4eb9-7795-3a332ce06d06'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/538b2a04-7a14-4eb9-7795-3a332ce06d06
DOI: 10.5281/zenodo.11055660
title: Linked collectors and determiners for: A taxonomic revision of Melanoxerus (Rubiaceae), with descriptions of three new species of trees from Madagascar.

description: Natural history specimen data linked to collectors and determiners held within, "A taxonomic revision of Melanoxerus (Rubiaceae), with descriptions of three new species of trees from Madagascar". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/302813c6-fb6d-4142-b635-4d0a1e18fb27 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/302813c6-fb6d-4142-b635-4d0a1e18fb27. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.12619608
title: Linked collectors and determiners for: A taxonomic revision of Melanoxerus (Rubiaceae), with descriptions of three new species of trees from Madagascar.

description: Natural history specimen data linked to collectors and determiners held within, "A taxonomic revision of Melanoxerus (Rubiaceae), with descriptions of three new species of trees from Madagascar". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/302813c6-fb6d-4142-b635-4d0a1e18fb27 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/302813c6-fb6d-4142-b635-4d0a1e18fb27. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.13129962
title: Linked collectors and determiners for: A taxonomic revision of Melanoxerus (Rubiaceae), with descriptions of three new species of trees from Madagascar.

description: Natural history specimen data linked to collectors and determiners held within, "A taxonomic revision of Melanoxerus (Rubiaceae), with descriptions of three new species of trees from Madagascar". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/302813c6-fb6d-4142-b635-4d0a1e18fb27 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/302813c6-fb6d-4142-b635-4d0a1e18fb27. Formatted as a Frictionless Data package.
DOI: 10.6141/tw-srda-c00173-1
title: 2006 World Values Survey, Taiwan

description: World Values Survey
DOI: 10.5281/zenodo.10506957
title: Linked collectors and determiners for: A taxonomic revision of Melanoxerus (Rubiaceae), with descriptions of three new species of trees from Madagascar.

description: Natural history specimen data linked to collectors and determiners held within, "A taxonomic revision of Melanoxerus (Rubiaceae), with descriptions of three new species of trees from Madagascar". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/302813c6-fb6d-4142-b635-4d0a1e18fb27 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/302813c6-fb6d-4142-b635-4d0a1e18fb27. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.13429107
title: Linked collectors and determiners for: A taxonomic revision of Melanoxerus (Rubiaceae), with descriptions of three new species of trees from Madagascar.

description: Natural history specimen data linked to collectors and determiners held within, "A taxonomic revision of Melanoxerus (Rubiaceae), with descriptions of three new species of trees from Madagascar". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/302813c6-fb6d-4142-b635-4d0a1e18fb27 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/302813c6-fb6d-4142-b635-4d0a1e18fb27. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.13978339
title: Linked collectors and determiners for: A taxonomic revision of Melanoxerus (Rubiaceae), with descriptions of three new species of trees from Madagascar.

description: Natural history specimen data linked to collectors and determiners held within, "A taxonomic revision of Melanoxerus (Rubiaceae), with descriptions of three new species of trees from Madagascar". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/302813c6-fb6d-4142-b635-4d0a1e18fb27 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/302813c6-fb6d-4142-b635-4d0a1e18fb27. Formatted as a Frictionless Data package.
DOI: 10.6141/tw-srda-c00174-1
title: Environmental and Health Telephone Survey
DOI: 10.6141/tw-srda-c00175_1-1
title: Taiwan Education Panel Survey: Wave3(2005) Senior (Vocational) High School and Junior College Students

description: Taiwan Education Panel Study
DOI: 10.6141/tw-srda-c00175_2-1
title: Taiwan Education Panel Survey: Wave3(2005) Senior(Vocational) High School and Junior College Teachers

description: Taiwan Education Panel Study
DOI: 10.7910/dvn/vk9iup
title: A00_15018.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/3d4ae89c-f4ba-6dc9-e7f2-0f59ad5ae8a8'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/3d4ae89c-f4ba-6dc9-e7f2-0f59ad5ae8a8
DOI: 10.6141/tw-srda-c00175_3-1
title: Taiwan Education Panel Survey: Wave3(2005) Evaluation of Students' Performance of Senior(Vocational) High School and Junior College Students

description: Taiwan Education Panel Study