cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.9shh6g
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydnophytum kebarense Jebb & C.R.Huxley"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029403-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qhrpz0
title: Occurrence Download

description: A dataset containing 985 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrobates tinctorius (Schneider, 1799)"
 ]
}

 The dataset includes 985 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008587-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.29dh8p
title: Occurrence Download

description: A dataset containing 166 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Actinodaphne obovata (Wall. ex Nees) Blume"
 ]
}

 The dataset includes 166 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015670-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w2vnbu
title: Occurrence Download

description: A dataset containing 368 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spathodea campanulata Beauverd",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "Country is Puerto Rico",
 "GadmGid is PRI"
 ]
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 368 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029442-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ckvky
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Eleutherodactylus albolabris (Taylor, 1943)"
 ]
}

 The dataset includes 64 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041435-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dexxft
title: Occurrence Download

description: A dataset containing 8739 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bagridae"
 ]
}

 The dataset includes 8739 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008587-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.249dp4
title: Occurrence Download

description: A dataset containing 223 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypodiscus willdenowia (Nees) Mast."
 ]
}

 The dataset includes 223 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029421-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zfv0vm
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Weberbauerella brongniartioides Ulbr."
 ]
}

 The dataset includes 21 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008587-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdn2jp
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eurypetalum unijugum Harms"
 ]
}

 The dataset includes 79 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051001-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jk7b6i
title: Occurrence Download

description: A dataset containing 1425 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer monspessulanum L.",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 2017",
 "DecimalLongitude is greater than or equal to -15",
 "DecimalLongitude is less than or equal to 40",
 "DecimalLatitude is greater than or equal to 30",
 "DecimalLatitude is less than or equal to 75"
 ]
}

 The dataset includes 1425 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008587-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pdnhtt
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydnophytum ovatum Miq."
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029519-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdmwra
title: Occurrence Download

description: A dataset containing 826 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Stenodynerus Saussure, 1864"
 ]
}

 The dataset includes 826 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040468-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zpshsv
title: Occurrence Download

description: A dataset containing 131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "TaxonKey is Erythrina numerosa A.R.Bean"
 ]
}

 The dataset includes 131 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008588-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.779yjk
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "HasCoordinate is true",
 "TaxonKey is Capartogramma H.Kufferath, 1956"
 ]
}

 The dataset's 1 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015666-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bh9hk6
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypoestes chloroclada Baker"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029572-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.26nr0y
title: Occurrence Download

description: A dataset containing 509548 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chironomidae"
 ]
}

 The dataset includes 509548 records from 435 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008588-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9w37ps
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is one of (Madagascar, Mozambique, Maldives)",
 "TaxonKey is Oplopomus caninoides (Bleeker, 1852)"
 ]
}

 The dataset's 2 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040472-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52c3dy
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ilex perryana S.Y.Hu"
 ]
}

 The dataset includes 76 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029558-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jr7npb
title: Occurrence Download

description: A dataset containing 183067 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Country is Colombia",
 "Geometry POLYGON((-77.080078 7.972197,-77.080078 2.372368,-74.926757 2.372368,-74.926757 7.972197,-77.080078 7.972197))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Elevation is less than or equal to 2000.0m"
 ]
}

 The dataset includes 183067 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008588-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ymudjt
title: Occurrence Download

description: A dataset containing 2315 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Litoria tornieri (Nieden, 1923)"
 ]
}

 The dataset includes 2315 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041446-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4rqbmz
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ilex polypyrena C.J.Tseng & B.W.Liu"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029597-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.poyvio
title: Occurrence Download

description: A dataset containing 5974 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Peromyscus levipes Merriam, 1898",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5974 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008588-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mwqgkp
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epigynum ridleyi King & Gamble"
 ]
}

 The dataset includes 57 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041258-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6bqvra
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium tanyclonum Ósk."
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029591-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vvp64t
title: Occurrence Download

description: A dataset containing 103578 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Pontederiaceae)"
 ]
}

 The dataset includes 103578 records from 973 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041267-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mobpdb
title: Occurrence Download

description: A dataset containing 7239 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erigeron karvinskianus DC."
 ]
}

 The dataset includes 7239 records from 228 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004330-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hahthh
title: Occurrence Download

description: A dataset containing 524 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Hormigas de la expedición al Río Apaporis - Proyecto Colombia BIO"
 ]
}

 The dataset includes 524 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040028-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2bfej4
title: Occurrence Download

description: A dataset containing 7517 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Persicaria chinensis (L.) Nakai"
 ]
}

 The dataset includes 7517 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0143080-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jeu3gp
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Columnea elongatifolia L.P.Kvist & L.E.Skog"
 ]
}

 The dataset includes 24 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0143087-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2f9jfa
title: Occurrence Download

description: A dataset containing 245149 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cerastium glomeratum Thuill."
 ]
}

 The dataset includes 245149 records from 1628 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0143075-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yx576h
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aeschynomene indica",
 "Country is Mauritius",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011195-250920141307145/datasets/export for details.
DOI: 10.5281/zenodo.17190171
title: Politicization in the EU

description: Salience and polarization of policy areas in the European Union over time. See https://brekke.it/politicization for more details.
DOI: 10.5281/zenodo.17190172
title: Politicization in the EU

description: Salience and polarization of policy areas in the European Union over time. See https://brekke.it/politicization for more details.
DOI: 10.15468/dl.nxvf3p
title: Occurrence Download

description: A dataset containing 10506 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thespesia populnea",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 10506 records from 204 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011198-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e298ud
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aeschynomene indica",
 "Country is Myanmar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011200-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cux8dp
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aeschynomene indica",
 "Country is Singapore",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011201-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ahfrc
title: Occurrence Download

description: A dataset containing 17675 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "HasCoordinate is true",
 "Year is 1906"
 ]
}

 The dataset includes 17675 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011187-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.maxn6c
title: Occurrence Download

description: A dataset containing 795538 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Xeno-canto - Bird sounds from around the world"
 ]
}

 The dataset includes 795538 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011181-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17185790
title: Multi-resolution confocal fluorescence microscopy of human dentin porosity

description: This is a collection of confocal fluorescence microscopy images of human dentin porosity acquired at different experimentally paired resolutions (typically HR, x2, x4, x8)

Images are provided as:



raw images at high- and low-resolution

registered low-resolution images against high-resolution

image patches of 128x128 pix2 classified by biological feature content: mostly tubules, mostly branches or both. This provides a useful classification for machine learning model training or testing IQA metrics. Patches were automatically classified based on histogram distributions of feature diameter maps of images. Each class has the exact same patch locations for each resolution (i.e. paired patches), with the same filename for of different resolutions.


The imaged teeth samples are histological slices stained with a fluorescent solution by infiltration; Imaging was performed using a confocal laser scanning microscope (see experimental description for each sample below).

-----

Sample01 – internal ref: THF_ 20230601_28y

28 year old female human 3rd molar.

Sample preparation:

Prepared on 2023-06-01 and imaged on 2024-01-25 at LIPhy.

Initial preparation: cleaned and disinfected with ChloramineT.

Fixation: Ethanol 70%

Cutting: approx. 300 um thick slices using a diamond saw (Struers E0D15 mounted on a Presi Mecatome T210) with water lubrication.

Extra: polished down to approx. 200 μm with 2000–4000 SiC abrasive paper (EU grade, Struers) and diamond polishing spray (DP-spray P, Struers) using aqueous lubricant oil (DP-lubricant red, Struers) from grain sizes of 3 μm down to 0.2 μm.

Dried in air at room temperature.

Staining: 0.02% weight Rhodamine B and glycerol solution infiltration.

Mounting: between glass slide and cover slip with staining solution.

Data acquisition:

Microscope: Leica SP8.

Objective: 40x/1.3NA with Leica immersion fluid (1.52).

Laser: λ = 561nm.

Detector: PMT detector with detection range of [565 – 700]nm

Multi-resolution:

Images were acquired at 4 different resolutions by changing the pixel size with the same objective.

High resolution (HR): 100 x 100nm2 pixel size with line average = 3

Low resolution: x2 (200 x 200nm2), x4 (400 x 400 nm2), x8 (800 x 800 nm2) pixel sizes.

All resolutions: 0.3µm step size, 200 x 200 x 5.1 µm3 field of view.

Image format: 8-bit greyscale tiff files

Folder structure:

>RawImages:

    >ROI1-6: 6 regions near the dentin-enamel junction (DEJ)

        >HR, x2, x4, x8: all resolution folders

>RegisteredImages: LR registered against HR using Antspy (Mutual information)

    >ROI1-6: 6 regions near the dentin-enamel junction (DEJ)

        >x2, x4, x8: all resolution folders

>ImagePatches128

    >Classified

        >Tubules, Branches, Both

            >HR, x2, x4, x8: all resolution folders