cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/lnl-9bh-ehe
title: Neottia ovata (L.) Hartm.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lnl-9xx-9he
title: Luzula wahlenbergii Rupr.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lnl-l5h-55p
title: Stellaria nemorum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lnl-lk3-94l
title: Salix myrsinites L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lnl-mha-t97
title: Zannichellia palustris subsp. palustris

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.awyeb5
title: Occurrence Download

description: A dataset containing 537523445 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tracheophyta"
 ]
}

 The dataset includes 537523445 records from 17137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062234-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d669nu
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhabdoscelus lineaticollis (Heller)"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219521-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9rsxu
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Daphnopsis bissei A.Noa"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153206-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uhv25p
title: Occurrence Download

description: A dataset containing 11631 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salix myrsinites L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11631 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083143-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ldmrgd
title: Occurrence Download

description: A dataset containing 1969420 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Boraginales",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1969420 records from 1712 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022395-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14712331
title: Database of Amoebozoa species in the Philippines

description: This repository contains a comprehensive database of Amoebozoa species identified in the Philippines. The dataset is part of an ongoing systematic review and provides taxonomic insights into various groups of Amoebozoa, including Myxogastria, Protosteliomycetes, Dictyosteliomycetes, Lobosa, Discosea, and Tubulinea. The database includes details on species distribution, habitat, taxonomy, and references to studies conducted in the region. This resource aims to support researchers, students, and biodiversity enthusiasts by offering a centralized source of information on the diversity and ecological significance of Amoebozoa in the Philippines.

If you use this database in your work, please cite it as follows:Labana, R.V.(2025). Database of Amoebozoa Species in the Philippines. Zenodo, DOI: 10.5281/zenodo.14712332.
DOI: 10.5281/zenodo.14712332
title: Database of Amoebozoa species in the Philippines

description: This repository contains a comprehensive database of Amoebozoa species identified in the Philippines. The dataset is part of an ongoing systematic review and provides taxonomic insights into various groups of Amoebozoa, including Myxogastria, Protosteliomycetes, Dictyosteliomycetes, Lobosa, Discosea, and Tubulinea. The database includes details on species distribution, habitat, taxonomy, and references to studies conducted in the region. This resource aims to support researchers, students, and biodiversity enthusiasts by offering a centralized source of information on the diversity and ecological significance of Amoebozoa in the Philippines.

If you use this database in your work, please cite it as follows:Labana, R.V.(2025). Database of Amoebozoa Species in the Philippines. Zenodo, DOI: 10.5281/zenodo.14712332.
DOI: 10.15468/dl.xz2wm7
title: Occurrence Download

description: A dataset containing 772 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Freshwater Lamprey Survey Data"
 ]
}

 The dataset includes 772 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000077-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14247619
title: An Atlas of Wind Turbine Blade Leading Edge Erosion for CONUS

description: Wind turbine blade leading edge erosion (LEE) reduces energy production and increases operation and maintenance costs. It is caused by the collisions of falling hydrometeors with rotating blades. Here we present the first digital atlas of LEE potential based on calculations for 883 ASOS sites across the contiguous USA derived using 18-years of high-fidelity meteorological measurements. The 18-year accumulated distance to failure (ADF) of blade coatings is presented along with the ADF during the top-100 most erosive 5-minute periods at each site.
DOI: 10.5281/zenodo.14247620
title: An Atlas of Wind Turbine Blade Leading Edge Erosion for CONUS

description: Wind turbine blade leading edge erosion (LEE) reduces energy production and increases operation and maintenance costs. It is caused by the collisions of falling hydrometeors with rotating blades. Here we present the first digital atlas of LEE potential based on calculations for 883 ASOS sites across the contiguous USA derived using 18-years of high-fidelity meteorological measurements. The 18-year accumulated distance to failure (ADF) of blade coatings is presented along with the ADF during the top-100 most erosive 5-minute periods at each site.
DOI: 10.5281/zenodo.5567031
title: A Multi-Rater Benchmark for Perineuronal Nets Detection and Counting in Fluorescence Microscopy Images

description: Dataset of fluorescence microscopy images of mice brain slices stained against perineuronal nets (PNNs). The dataset is composed of two subsets: a large single-rater subset (PNN-SR) and a smaller multi-rater subset (PNN-MR).



	
PNN-SR consists of 25 images having different sizes ranging from 8184×6163 to 15120×9477 pixels. Among all the images, there are roughly 34k annotated PNNs, varying from a few dozens to some thousand per image, dot-annotated by a single human rater. 
	 
	
PNN-MS comprises 12 microscopic images of 2000×2000 pixels representing different portions of a mouse brain, with a total of 2,532 dot-annotated PNNs. The annotation procedure has been performed by seven different raters.
description: The experimental images in the dataset have been obtained from mouse brain tissue with the protocol summarized below: A mouse was transcardially perfused with PBS and then 4% paraformaldehyde (PFA, wt/vol, dissolved in 0.1 M phosphate buffer, pH 7.4). The brain was post-fixed overnight in PFA 4%, then transferred to 30% sucrose (w/vol), 0.05% sodium azide (wt/vol) solution, and finally stored at 4°C. 50-µm coronal slices were cut on a freezing microtome (Leica), and free-floating sections were processed for immunohistochemistry with the following protocol. Incubation 2h at RT in blocking solution (3% bovine serum albumin (BSA) in PSB); incubation O/N at 4°C with a PBS solution of Fluorescein Wisteria floribunda lectin (Biotinylated Wisteria floribunda lectin, Vector Laboratories (1:200); rinse in PBS (3x10 mins at RT); incubation for 2 h 30 min with a PBS solution of fluorescent streptavidin (Streptavidin Alexa Fluor 488 conjugate, Thermo Fisher Scientific, 1:400). Slices were then rinsed in PBS (3x10 mins) coverslipped in mounting medium (VECTASHIELD antifade mounting medium, Vector Laboratories, cat.no. H-100), and stored at 4°C until acquisition. Images were acquired using an ApoTome.2 microscope (Zeiss, Oberkochen, Germany) and a 10X objective. Full images for each slice resulted from the stitching of multiple tiles that were automatically acquired. A single Z-plane (manually corrected for non planar deformations) was used to image each section. Image acquisition parameters were set in order to avoid as much saturation as possible in the brightest slices and were kept constant for the acquisition of all the experimental images. A single (PNN-SR) or seven different (PNN-MR) raters manually annotated the (x-y) positions of all the PNN they could visually detect in the slices.
DOI: 10.5281/zenodo.5567032
title: A Multi-Rater Benchmark for Perineuronal Nets Detection and Counting in Fluorescence Microscopy Images

description: Dataset of fluorescence microscopy images of mice brain slices stained against perineuronal nets (PNNs). The dataset is composed of two subsets: a large single-rater subset (PNN-SR) and a smaller multi-rater subset (PNN-MR).



	
PNN-SR consists of 25 images having different sizes ranging from 8184×6163 to 15120×9477 pixels. Among all the images, there are roughly 34k annotated PNNs, varying from a few dozens to some thousand per image, dot-annotated by a single human rater. 
	 
	
PNN-MS comprises 12 microscopic images of 2000×2000 pixels representing different portions of a mouse brain, with a total of 2,532 dot-annotated PNNs. The annotation procedure has been performed by seven different raters.
description: The experimental images in the dataset have been obtained from mouse brain tissue with the protocol summarized below: A mouse was transcardially perfused with PBS and then 4% paraformaldehyde (PFA, wt/vol, dissolved in 0.1 M phosphate buffer, pH 7.4). The brain was post-fixed overnight in PFA 4%, then transferred to 30% sucrose (w/vol), 0.05% sodium azide (wt/vol) solution, and finally stored at 4°C. 50-µm coronal slices were cut on a freezing microtome (Leica), and free-floating sections were processed for immunohistochemistry with the following protocol. Incubation 2h at RT in blocking solution (3% bovine serum albumin (BSA) in PSB); incubation O/N at 4°C with a PBS solution of Fluorescein Wisteria floribunda lectin (Biotinylated Wisteria floribunda lectin, Vector Laboratories (1:200); rinse in PBS (3x10 mins at RT); incubation for 2 h 30 min with a PBS solution of fluorescent streptavidin (Streptavidin Alexa Fluor 488 conjugate, Thermo Fisher Scientific, 1:400). Slices were then rinsed in PBS (3x10 mins) coverslipped in mounting medium (VECTASHIELD antifade mounting medium, Vector Laboratories, cat.no. H-100), and stored at 4°C until acquisition. Images were acquired using an ApoTome.2 microscope (Zeiss, Oberkochen, Germany) and a 10X objective. Full images for each slice resulted from the stitching of multiple tiles that were automatically acquired. A single Z-plane (manually corrected for non planar deformations) was used to image each section. Image acquisition parameters were set in order to avoid as much saturation as possible in the brightest slices and were kept constant for the acquisition of all the experimental images. A single (PNN-SR) or seven different (PNN-MR) raters manually annotated the (x-y) positions of all the PNN they could visually detect in the slices.
DOI: 10.5281/zenodo.14712382
title: DS.01.01 Information on maize genotypes

description: This dataset contains the information on which maize genotypes were selected for the MOA initial test-trail and pan-cistrome experiments. It also contains the information on the genetic crosses that were performed.
DOI: 10.5281/zenodo.14712383
title: DS.01.01 Information on maize genotypes

description: This dataset contains the information on which maize genotypes were selected for the MOA initial test-trail and pan-cistrome experiments. It also contains the information on the genetic crosses that were performed.
DOI: 10.5281/zenodo.14680594
title: Datasets - Bridging Oceans: Exploring South America's Regional Integration through the Bioceanic Corridor

description: The file dataset_SLR.xlsx contains the following columns for 59 rows:



Key: A unique identifier for each entry.

Item Type: Specifies the type of publication (e.g., book, journal article).

Publication Year: The year the publication was released.

Author: The main author(s) of the publication.

Title: The title of the publication.

Publication Title: The name of the journal or book in which the publication appeared.

ISBN: International Standard Book Number, assigned to books.

ISSN: International Standard Serial Number, assigned to serial publications like journals.

DOI: Digital Object Identifier, providing a unique link to digital content.

Url: A link to the online resource or publication.

Abstract Note: A brief summary of the publication's content.

Date: The date of the publication or the event associated with it.

Date Added: The date the resource was added to the database or library.

Date Modified: The date the entry was last modified or updated.

Access Date: The date on which the resource was accessed.

Pages: The range of pages in the publication.

Num Pages: The total number of pages in the publication.

Issue: The specific issue number within a journal volume.

Volume: The volume number of a journal or series.

Number of Volumes: The total number of volumes in a series or multi-volume work.

Journal Abbreviation: The abbreviated form of the journal's title.

Short Title: A shortened version of the publication title for easier reference.

Series: The name of the series to which the publication belongs, if applicable.

Series Number: The specific number within a series.

Series Text: Additional details about the series, if needed.

Series Title: The official title of the series.

Publisher: The entity that published the work.

Place: The place where the publisher is located.

Language: The language in which the publication is written.

Rights: Information about the copyright or rights associated with the publication.

Type: The specific category or format of the item (e.g., ebook, physical book, article).

Archive: Indicates whether the resource is archived, and where applicable.

Archive Location: The location where the resource is archived.

Library Catalog: The name or identifier of the catalog in which the resource is listed.

Call Number: The classification number assigned to the resource in the catalog.

Extra: Any additional, specific information about the resource.

Notes: A space for any supplementary notes or observations about the resource.

File Attachments: Any files attached to the resource record.

Link Attachments: External links related to the resource.

Manual Tags: Tags assigned manually to the resource for classification.

Automatic Tags: Tags automatically generated by the system based on metadata.

Editor: The editor(s) of the publication, if applicable.


 

The TXT files are the classes generated by the software Iramuteq.
DOI: 10.5281/zenodo.14680593
title: Datasets - Bridging Oceans: Exploring South America's Regional Integration through the Bioceanic Corridor

description: The file dataset_SLR.xlsx contains the following columns for 59 rows:



Key: A unique identifier for each entry.

Item Type: Specifies the type of publication (e.g., book, journal article).

Publication Year: The year the publication was released.

Author: The main author(s) of the publication.

Title: The title of the publication.

Publication Title: The name of the journal or book in which the publication appeared.

ISBN: International Standard Book Number, assigned to books.

ISSN: International Standard Serial Number, assigned to serial publications like journals.

DOI: Digital Object Identifier, providing a unique link to digital content.

Url: A link to the online resource or publication.

Abstract Note: A brief summary of the publication's content.

Date: The date of the publication or the event associated with it.

Date Added: The date the resource was added to the database or library.

Date Modified: The date the entry was last modified or updated.

Access Date: The date on which the resource was accessed.

Pages: The range of pages in the publication.

Num Pages: The total number of pages in the publication.

Issue: The specific issue number within a journal volume.

Volume: The volume number of a journal or series.

Number of Volumes: The total number of volumes in a series or multi-volume work.

Journal Abbreviation: The abbreviated form of the journal's title.

Short Title: A shortened version of the publication title for easier reference.

Series: The name of the series to which the publication belongs, if applicable.

Series Number: The specific number within a series.

Series Text: Additional details about the series, if needed.

Series Title: The official title of the series.

Publisher: The entity that published the work.

Place: The place where the publisher is located.

Language: The language in which the publication is written.

Rights: Information about the copyright or rights associated with the publication.

Type: The specific category or format of the item (e.g., ebook, physical book, article).

Archive: Indicates whether the resource is archived, and where applicable.

Archive Location: The location where the resource is archived.

Library Catalog: The name or identifier of the catalog in which the resource is listed.

Call Number: The classification number assigned to the resource in the catalog.

Extra: Any additional, specific information about the resource.

Notes: A space for any supplementary notes or observations about the resource.

File Attachments: Any files attached to the resource record.

Link Attachments: External links related to the resource.

Manual Tags: Tags assigned manually to the resource for classification.

Automatic Tags: Tags automatically generated by the system based on metadata.

Editor: The editor(s) of the publication, if applicable.


 

The TXT files are the classes generated by the software Iramuteq.
DOI: 10.15468/dl.rh22zn
title: Occurrence Download

description: A dataset listing the 70 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is PSU-Seaweed Collection"
 ]
}

 The dataset's 70 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000061-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14712441
title: Cloud Uptime Archive - Traces of Cloud/Web/Games Failure and Availability

description: The cloud uptime archive is a collection of failure traces from different cloud services. For some services, the traces have been collected from both the service operator and user reports to failure reporting websites such as Outage Report.

The traces folder contains a different csv file for each service-source pair. Each trace is in the following format:




Start time
End time
Severity


timestamp
timestamp
value between 0-1


...
...
...
DOI: 10.5281/zenodo.14712442
title: Cloud Uptime Archive - Traces of Cloud/Web/Games Failure and Availability

description: The cloud uptime archive is a collection of failure traces from different cloud services. For some services, the traces have been collected from both the service operator and user reports to failure reporting websites such as Outage Report.

The traces folder contains a different csv file for each service-source pair. Each trace is in the following format:




Start time
End time
Severity


timestamp
timestamp
value between 0-1


...
...
...
DOI: 10.5281/zenodo.14711956
title: ZrN nucleation layer provides backside ohmic contact to MBE-grown GaN nanowires - Data Repository
DOI: 10.5281/zenodo.14711957
title: ZrN nucleation layer provides backside ohmic contact to MBE-grown GaN nanowires - Data Repository
DOI: 10.15468/dl.w7ruhr
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-77.0991 -19.61122,-84.30733 -19.61122,-87.16059 -62.25991,-70.94207 -60.15751,-68.08881 -19.46105,-77.0991 -19.61122))",
 "TaxonKey is Eubalaena australis (Desmoulins, 1822)",
 "Year 1950-2025"
 ]
}

 The dataset includes 29 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000079-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7e43rt
title: Occurrence Download

description: A dataset listing the 805 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-73.53571 6.93294,-73.16854 6.93294,-73.16854 7.08937,-73.53571 7.08937,-73.53571 6.93294))",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset's 805 records were derived from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000062-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tbddh8
title: Occurrence Download

description: A dataset containing 1124 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anoplophora chinensis (Forster, 1771)"
 ]
}

 The dataset includes 1124 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007728-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.58053/mapbiomas/xxkksu
title: Coverage and transitions statistics by land categories and protected areas - Forest Concessions - MapBiomas Brasil Collection 9

description: Area data (ha) of land cover class for forest concessions from 1985 to 2023, based on MapBiomas Brazil Collection 9
DOI: 10.15468/dl.nxuawk
title: Occurrence Download

description: A dataset containing 69287 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Temora longicornis (Müller O.F., 1785)"
 ]
}

 The dataset includes 69287 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000078-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knmebz
title: Occurrence Download

description: A dataset containing 165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-71.21628 -17.70676,-69.60169 -16.56637,-71.21628 -14.78661,-73.88388 -14.19758,-75.35808 -15.26121,-71.21628 -17.70676))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Haematopus ater Vieillot, 1825",
 "Year 2021-2025"
 ]
}

 The dataset includes 165 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000080-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.