cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4fpmf2
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lamium amplexicaule",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016304-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cktu6y
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lamium amplexicaule",
 "Country is Iceland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 31 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016306-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8we6j5
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAF8225"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016307-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qmgn6z
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016305-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ghq98n
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cryptophyllium parum"
 ]
}

 The dataset includes 13 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016308-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xpcqr6
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cardamine lazica"
 ]
}

 The dataset includes 28 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016309-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dgap2a
title: Occurrence Download

description: A dataset containing 2798 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Pseudotriton ruber ruber)"
 ]
}

 The dataset includes 2798 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016311-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15908699
title: THE INTERPLAY BETWEEN SUBJECTIVE TIME PERSPECTIVE, CIRCADIAN RHYTHMS, AND SOCIAL FUNCTIONING IN SCHIZOPHRENIA SPECTRUM DISORDERS
DOI: 10.5281/zenodo.15908698
title: THE INTERPLAY BETWEEN SUBJECTIVE TIME PERSPECTIVE, CIRCADIAN RHYTHMS, AND SOCIAL FUNCTIONING IN SCHIZOPHRENIA SPECTRUM DISORDERS
DOI: 10.15468/dl.4tv3ek
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Brachypodium pubescens, Brachypodium quartinianum, Brachypodium quartinianum, Brachypodium schumannianum, Brachypodium sylvaticum abyssinicum, Brachypodium sylvaticum pseudopinnatum, Brevipodium flexum, Dinebra pubescens, Festuca diaphana, Festuca flexa)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016310-250711103210423/datasets/export for details.
DOI: 10.5281/zenodo.15908365
title: Labelled Type III data

description: This dataset consists of 142 training annontations and 35 validation annotations found in 86 images. This small dataset was used to retrain DETECTRON and make classifications of Type III solar radio bursts and groups of Type III solar radio bursts.
DOI: 10.15468/dl.vraz8f
title: Occurrence Download

description: A dataset containing 154 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erysimum kotschyanum"
 ]
}

 The dataset includes 154 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016312-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5kffen
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016316-250711103210423/datasets/export for details.
DOI: 10.15468/dl.4xguf3
title: Occurrence Download

description: A dataset containing 370 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Quercus franchetii"
 ]
}

 The dataset includes 370 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016313-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s6rtnp
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AEH4133"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016317-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yeux6u
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lamium amplexicaule",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 27 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016315-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15907608
title: Terrestrial input and phytoplanktonic shifts shaped urea and amino acid patterns in a large river-dominated estuary and adjacent area

description: Here is the file including the physicochemical parameters and phytoplankton data in the Pearl River Estuary.
DOI: 10.5281/zenodo.15907609
title: Terrestrial input and phytoplanktonic shifts shaped urea and amino acid patterns in a large river-dominated estuary and adjacent area

description: Here is the file including the physicochemical parameters and phytoplankton data in the Pearl River Estuary.
DOI: 10.15468/dl.hwdwcf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is Saint Lucia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016318-250711103210423/datasets/export for details.
DOI: 10.5281/zenodo.13899328
title: Data Penelitian (Reinhart & Putri)

description: Data bar bending schedule
DOI: 10.5281/zenodo.15908823
title: Data Penelitian (Reinhart & Putri)

description: Data bar bending schedule
DOI: 10.17909/1v33-tr24
title: CT Cha system

description: MRS data of the CT Cha system, providing spectra of both disks around A and b.
DOI: 10.15468/dl.pczt4q
title: Occurrence Download

description: A dataset containing 247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Pseudotriton ruber schencki)"
 ]
}

 The dataset includes 247 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016320-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9nhfqx
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lamium amplexicaule",
 "Country is Peru",
 "HasCoordinate is true"
 ]
}

 The dataset includes 44 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016319-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.um3fpm
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Noccaea lutescens"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016322-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dmxq9a
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AEH8233"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016323-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15854453
title: stMIDOG++ and LUNG-MITO

description: MIDOG++ is a large-scale annotated mitosis dataset designed for robust domain generalization in mitotic figure detection and classification. It includes 503 tumor cases spanning 10 distinct tumor domains, such as breast carcinoma, lung carcinoma, lymphoma, cutaneous mast cell tumor, neuroendocrine tumor, soft tissue sarcoma, and melanoma. The image resolution ranges from 0.23 µm/px to 0.25 µm/px, offering high-detail cellular visualization across a diverse set of histopathological samples. 

The original MIDOG dataset provided annotations for mitotic figures and morphologically similar hard negative instances, based on a three-expert consensus using bounding box annotations. MIDOG++ significantly extends this dataset by adding a more granular classification: each previously labeled mitotic figure is now assigned to one of five canonical mitotic subphases—prophase, prometaphase, metaphase, anaphase, or telophase—or to an atypical mitotic class for abnormal or unclassifiable figures. Additionally, manually refined segmentation masks have been added for each annotated cell to enable fine-grained morphological analysis.

The mitotic figure dataset consists of human lung adenocarcinoma samples from 2 different patients and 12 slides. 1 slide from patient  1 was scanned with 3DHISTECH PANNORAMIC MIDI II, and 11 slides from patient 2 were scanned with 3DHISTECH PANNORAMIC 1000. The images had a resolution of 0.24 and 0.12 µm/px, respectively, and were tiled to 1024x1024 parts. 

 

The dataset includes two annotation files in COCO format: MIDOGpp_subtyping.json and Lung_mito.json. Each file contains detailed object-level annotations, including segmentation masks, bounding boxes, image metadata, and category definitions. All images are linked to annotations via a unique image_id field.

In the MIDOG++ dataset, original filenames from the MIDOG++ repository were preserved. This file (MIDOGpp_subtyping.json) contains 26,283 annotations across 503 whole slide image crops.In the LUNG-MITO dataset, the images were anonymized and renamed using numeric identifiers (e.g., 00002.png). The Lung_mito.json file includes 5251 annotations for 2916 images

Each annotation is assigned a category ID from 1 to 7, representing specific mitotic or non-mitotic classes:

Category Definitions





Prophase




Prometaphase




Metaphase




Anaphase




Telophase




Non-mitotic




Atypical mitotic figures



Annotation Counts by Dataset

LUNG-MITO



Class 1 (Prophase): 532

Class 2 (Prometaphase): 811

Class 3 (Metaphase): 962

Class 4 (Anaphase): 112

Class 5 (Telophase): 304

Class 6 (Non-mitotic): 1113

Class 7 (Atypical mitotic figures): 1417


MIDOG++



Class 1 (Prophase): 2522

Class 2 (Prometaphase): 2458

Class 3 (Metaphase): 4112

Class 4 (Anaphase): 327

Class 5 (Telophase): 417

Class 6 (Non-mitotic): 14347

Class 7 (Atypical mitotic figures): 2100


 

Additional information:MIDOG++ GitHub Repository

MIDOG++ Dataset Release Blog Post
DOI: 10.5281/zenodo.15908797
title: Demand and supply side data for the aggregated version of Winnipeg road network
DOI: 10.5281/zenodo.15908798
title: Demand and supply side data for the aggregated version of Winnipeg road network
DOI: 10.15468/dl.ph75tx
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eutrema purii"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016324-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qn3hca
title: Occurrence Download

description: A dataset containing 3546 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lamium amplexicaule",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3546 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016325-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8g5mcu
title: Occurrence Download

description: A dataset containing 1859 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lamium amplexicaule",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1859 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016326-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3h4r6g
title: Occurrence Download

description: A dataset containing 29969 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Festuca quartiniana, Triticum flexum, Triticum flexum, Brachypodium phoenicoides, Brachypodium australe, Brachypodium caespitosum phoenicoides, Brachypodium cespitosum phoenicoides, Brachypodium frenchii, Brachypodium frenchii, Brachypodium gandogeri)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 29969 records from 313 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016321-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bktvhn
title: Occurrence Download

description: A dataset containing 252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Pseudotriton ruber vioscai)"
 ]
}

 The dataset includes 252 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016327-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vadhnx
title: Occurrence Download

description: A dataset containing 712 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Loricariichthys anus"
 ]
}

 The dataset includes 712 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016328-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15826358
title: Marine magnetic measurements acquired in Project NUCLEU in June 2008, most of the lines being for the mapping for mapsheet K-35-011-B, scale 1:50.000

description: Marine magnetic measurements (total geomagnetic field) acquired in August 2009 onboard R/V Mare Nigrum, during the sea cruise MN-080 most of the lines being for the mapping of the mapsheet K-35-011-B, scale 1:50.000.
DOI: 10.5281/zenodo.15826359
title: Marine magnetic measurements acquired in Project NUCLEU in June 2008, most of the lines being for the mapping for mapsheet K-35-011-B, scale 1:50.000

description: Marine magnetic measurements (total geomagnetic field) acquired in August 2009 onboard R/V Mare Nigrum, during the sea cruise MN-080 most of the lines being for the mapping of the mapsheet K-35-011-B, scale 1:50.000.
DOI: 10.15468/dl.2y6yuh
title: Occurrence Download

description: A dataset containing 312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lamium amplexicaule",
 "Country is Slovakia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 312 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016329-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.853at2
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Didymophysa aucheri"
 ]
}

 The dataset includes 140 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016331-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jrdyp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Paeonia lactiflora",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016292-250711103210423/datasets/export for details.
DOI: 10.15468/dl.rm25yp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Gentiana crassicaulis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016290-250711103210423/datasets/export for details.
DOI: 10.15468/dl.3m9uqf
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is Samoa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016330-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2byhm2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Gentiana dahurica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016291-250711103210423/datasets/export for details.
DOI: 10.15468/dl.2hu3jp
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lamium amplexicaule",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 81 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016332-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jztjse
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Goldbachia sabulosa"
 ]
}

 The dataset includes 182 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016334-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95wb4n
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Brachypodium gandogeri, Brachypodium littorale, Brachypodium longifolium, Brachypodium macropodum, Brachypodium mucronatum multiflorum, Brachypodium mucronatum villosum, Brachypodium phoenicoides gracile, Brachypodium phoenicoides macropodum, Brachypodium phoenicoides obtusum, Brachypodium phoenicoides reynieri)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016335-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nrqsyt
title: Occurrence Download

description: A dataset containing 8232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Rana aurora)"
 ]
}

 The dataset includes 8232 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016333-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n7sqb5
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ABY4880"
 ]
}

 The dataset includes 14 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016336-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.