cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25574/13525
title: Chandra X-ray Observatory ObsId 13525

description: Measuring the Temperature Structure of the A3395/A3391 Large Scale Filament in the Horologium Supercluster
DOI: 10.60586/snt584.gbgn.393
title: GeoMx (NGS) data from the liver of a 29.0-year-old white female
DOI: 10.60586/snt544.sdqt.254
title: GeoMx (NGS) data from the liver of a 29.0-year-old white female
DOI: 10.25574/13528
title: Chandra X-ray Observatory ObsId 13528

description: Completing the Galactic Bulge Survey: categorizing the plethora of faint X-ray sources in the Galactic Bulge
DOI: 10.60586/snt523.wfmh.464
title: GeoMx (NGS) data from the liver of a 29.0-year-old white female
DOI: 10.21233/f1v8-3k84
title: Andenes pollen trap dataset

description: Raw data for the Andenes pollen trap dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.60586/snt362.gnqr.576
title: GeoMx (NGS) data from the liver of a 29.0-year-old white female
DOI: 10.25574/13529
title: Chandra X-ray Observatory ObsId 13529

description: Completing the Galactic Bulge Survey: categorizing the plethora of faint X-ray sources in the Galactic Bulge
DOI: 10.60586/snt847.mpsj.628
title: GeoMx (NGS) data from the liver of a 29.0-year-old white female
DOI: 10.60586/snt323.jfwt.699
title: GeoMx (NGS) data from the liver of a 29.0-year-old white female
DOI: 10.25574/13530
title: Chandra X-ray Observatory ObsId 13530

description: Completing the Galactic Bulge Survey: categorizing the plethora of faint X-ray sources in the Galactic Bulge
DOI: 10.60586/snt343.tqzj.967
title: GeoMx (NGS) data from the liver of a 29.0-year-old white female
DOI: 10.60586/snt434.gwdr.399
title: GeoMx (NGS) data from the liver of a 29.0-year-old white female
DOI: 10.25574/13531
title: Chandra X-ray Observatory ObsId 13531

description: Completing the Galactic Bulge Survey: categorizing the plethora of faint X-ray sources in the Galactic Bulge
DOI: 10.60586/snt358.wrnr.834
title: GeoMx (NGS) data from the liver of a 29.0-year-old white female
DOI: 10.60586/snt825.krch.632
title: GeoMx (NGS) data from the liver of a 29.0-year-old white female
DOI: 10.25574/13532
title: Chandra X-ray Observatory ObsId 13532

description: Completing the Galactic Bulge Survey: categorizing the plethora of faint X-ray sources in the Galactic Bulge
DOI: 10.60586/snt989.qqvk.635
title: GeoMx (NGS) data from the liver of a 70.0-year-old white female
DOI: 10.21233/h1qg-s312
title: Andenes pollen trap dataset

description: Raw data for the Andenes pollen trap dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.60586/snt526.mllg.566
title: GeoMx (NGS) data from the liver of a 70.0-year-old white female
DOI: 10.25574/13533
title: Chandra X-ray Observatory ObsId 13533

description: Completing the Galactic Bulge Survey: categorizing the plethora of faint X-ray sources in the Galactic Bulge
DOI: 10.60586/snt637.dcww.927
title: GeoMx (NGS) data from the liver of a 70.0-year-old white female
DOI: 10.60586/snt699.dkvg.865
title: GeoMx (NGS) data from the liver of a 70.0-year-old white female
DOI: 10.34740/kaggle/dsv/14184053
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.25574/13534
title: Chandra X-ray Observatory ObsId 13534

description: Completing the Galactic Bulge Survey: categorizing the plethora of faint X-ray sources in the Galactic Bulge
DOI: 10.60586/snt782.rtqr.863
title: GeoMx (NGS) data from the liver of a 70.0-year-old white female
DOI: 10.60586/snt229.brpc.524
title: GeoMx (NGS) data from the liver of a 70.0-year-old white female
DOI: 10.25574/13535
title: Chandra X-ray Observatory ObsId 13535

description: Completing the Galactic Bulge Survey: categorizing the plethora of faint X-ray sources in the Galactic Bulge
DOI: 10.60586/snt323.qswx.572
title: GeoMx (NGS) data from the liver of a 70.0-year-old white female
DOI: 10.60586/snt866.jnsf.483
title: GeoMx (NGS) data from the liver of a 70.0-year-old white female
DOI: 10.21233/x8f9-nx93
title: Bakkan pollen trap dataset

description: Raw data for the Bakkan pollen trap dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.60586/snt675.csxs.976
title: GeoMx (NGS) data from the liver of a 70.0-year-old white female
DOI: 10.25574/13536
title: Chandra X-ray Observatory ObsId 13536

description: Completing the Galactic Bulge Survey: categorizing the plethora of faint X-ray sources in the Galactic Bulge
DOI: 10.60586/snt562.nrdn.674
title: GeoMx (NGS) data from the liver of a 70.0-year-old white female
DOI: 10.60586/snt663.shrs.835
title: GeoMx (NGS) data from the liver of a 70.0-year-old white female
DOI: 10.25574/13537
title: Chandra X-ray Observatory ObsId 13537

description: Completing the Galactic Bulge Survey: categorizing the plethora of faint X-ray sources in the Galactic Bulge
DOI: 10.60586/snt846.ztpx.929
title: GeoMx (NGS) data from the liver of a 70.0-year-old white female
DOI: 10.25574/13538
title: Chandra X-ray Observatory ObsId 13538

description: Completing the Galactic Bulge Survey: categorizing the plethora of faint X-ray sources in the Galactic Bulge
DOI: 10.60586/snt648.kpth.546
title: RNAseq data from the lung (left) of a 0.1-year-old white male
DOI: 10.60586/snt669.gcnv.685
title: RNAseq data from the lung (left) of a 0.0-year-old white female
DOI: 10.21233/vzyb-3t47
title: Forfjord pollen trap dataset

description: Raw data for the Forfjord pollen trap dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.60586/snt587.cnqx.768
title: RNAseq data from the lung (left) of a 0.0-year-old white male
DOI: 10.25574/13539
title: Chandra X-ray Observatory ObsId 13539

description: Completing the Galactic Bulge Survey: categorizing the plethora of faint X-ray sources in the Galactic Bulge
DOI: 10.60586/snt967.kbjf.497
title: RNAseq data from the lung (left) of a 0.0-year-old white female
DOI: 10.21223/p3/w4ttj0
title: Dataset for: Monitoring potato variety observations in Kenya (2025) from VarScout

description: This dataset contains Excel files exported from the VarScout web application, with anonymized varietal observation records for Kenya (2025). The main data table includes varietal identifiers and names, location and user identifiers, country, observation date and year, geospatial coordinates (latitude/longitude), estimated planted area (with units), yield, effort, public flag, and free-text observation notes. The anonymized dataset also includes additional demographic/farm fields (e.g., farmer_id, sex, birth_year, full_farm_area). A companion data dictionary file (diccionario de datos) describes each field, its data type, null/unique counts, and example values.
DOI: 10.25574/13540
title: Chandra X-ray Observatory ObsId 13540

description: Completing the Galactic Bulge Survey: categorizing the plethora of faint X-ray sources in the Galactic Bulge
DOI: 10.60586/snt887.tmfm.723
title: RNAseq data from the lung (left) of a 0.0-year-old multiple races female
DOI: 10.60586/snt722.mqmw.937
title: RNAseq data from the lung (left) of a 0.0-year-old white male
DOI: 10.60586/snt787.lblg.694
title: Visium (no probes) data from the brain of a 39 year-old unknown male
DOI: 10.25574/13541
title: Chandra X-ray Observatory ObsId 13541

description: Completing the Galactic Bulge Survey: categorizing the plethora of faint X-ray sources in the Galactic Bulge
DOI: 10.60586/snt654.vzfj.996
title: Visium (no probes) data from the brain of a 39 year-old unknown male
DOI: 10.60586/snt776.fxzg.848
title: Visium (no probes) data from the brain of a 39 year-old unknown male
DOI: 10.25574/13542
title: Chandra X-ray Observatory ObsId 13542

description: Completing the Galactic Bulge Survey: categorizing the plethora of faint X-ray sources in the Galactic Bulge
DOI: 10.60586/snt432.dvwf.684
title: Visium (no probes) data from the brain of a 40 year-old unknown male
DOI: 10.21233/0v42-1b54
title: Teigan pollen trap dataset

description: Raw data for the Teigan pollen trap dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.60586/snt789.xjgr.627
title: Visium (no probes) data from the brain of a 40 year-old unknown male
DOI: 10.25574/13543
title: Chandra X-ray Observatory ObsId 13543

description: Completing the Galactic Bulge Survey: categorizing the plethora of faint X-ray sources in the Galactic Bulge
DOI: 10.60586/snt697.qzdn.586
title: Visium (no probes) data from the brain of a 57 year-old unknown female
DOI: 10.60586/snt364.ctlx.875
title: Visium (no probes) data from the brain of a 34 year-old unknown male
DOI: 10.15468/dl.sh642k
title: Occurrence Download

description: A dataset containing 417223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Abarema cochliocarpos, Abarema levelii, Abarema maestrensis, Abatia mexicana, Abatia parviflora, Abatia spicata, Abies alba, Abies amabilis, Abies balsamea, Abies beshanzuensis, Abies bracteata, Abies cephalonica, Abies chensiensis, Abies cilicica, Abies concolor, Abies delavayi, Abies densa, Abies durangensis, Abies fabri, Abies fanjingshanensis, Abies fargesii, Abies firma, Abies forrestii, Abies fraseri, Abies grandis, Abies guatemalensis, Abies hickelii, Abies hidalgensis, Abies holophylla, Abies homolepis, Abies jaliscana, Abies kawakamii, Abies koreana, Abies lasiocarpa, Abies magnifica, Abies mariesii, Abies nebrodensis, Abies nephrolepis, Abies nordmanniana, Abies numidica, Abies pindrow, Abies pinsapo, Abies procera, Abies recurvata, Abies religiosa, Abies sachalinensis, Abies sibirica, Abies spectabilis, Abies squamata, Abies veitchii, Abies vejarii, Abies yuanbaoshanensis, Abies ziyuanensis, Abrahamia antongilensis, Abrahamia betamponensis, Abrahamia capuronii, Abrahamia darainensis, Abrahamia deflexa, Abrahamia delphinensis, Abrahamia ditimena, Abrahamia ellipticarpa, Abrahamia elongata, Abrahamia grandidieri, Abrahamia humbertii, Abrahamia itremoensis, Abrahamia latifolia, Abrahamia lecomtei, Abrahamia lenticellata, Abrahamia littoralis, Abrahamia lokobensis, Abrahamia longipetiolata, Abrahamia louvelii, Abrahamia minutifolia, Abrahamia nitida, Abrahamia oblongifolia, Abrahamia patrickii, Abrahamia pauciflora, Abrahamia phillipsonii, Abrahamia revoluta, Abrahamia sambiranensis, Abrahamia sericea, Abrahamia suarezensis, Abrahamia thouvenotii, Abrahamia turkii, Abrahamia viguieri, Abuta grandifolia, Abuta grisebachii, Abuta imene, Abuta panurensis, Abuta rufescens, Abuta sandwithiana, Abuta velutina, Abutilon bastardioides, Abutilon giganteum, Abutilon grandidentatum, Abutilon haenkeanum, Abutilon herzogianum, Abutilon incanum, Abutilon leonardii, Abutilon mangarevicum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 417223 records from 1666 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055374-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4jhjzv
title: Occurrence Download

description: A dataset containing 3807 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 8.73313133377793",
 "DecimalLongitude is less than 8.73619088696232",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 3807 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025091-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qw4bae
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-73.16416 -36.82644,-73.16539 -36.8982,-73.04919 -36.90374,-73.06183 -36.84765,-73.11035 -36.81273,-73.16416 -36.82644))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plegadis chihi (Vieillot, 1817)"
 ]
}

 The dataset includes 100 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025092-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7zpcg
title: Occurrence Download

description: A dataset containing 6795 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 8.73619088696232",
 "DecimalLongitude is less than 8.73925044014672",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 6795 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025093-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ubj5rj
title: Occurrence Download

description: A dataset containing 4723 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 8.73925044014672",
 "DecimalLongitude is less than 8.74230999333111",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 4723 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025094-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t8rc9y
title: Occurrence Download

description: A dataset containing 2641 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 8.74230999333111",
 "DecimalLongitude is less than 8.74536954651551",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 2641 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025095-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ufq7pz
title: Occurrence Download

description: A dataset containing 3075 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 8.74536954651551",
 "DecimalLongitude is less than 8.7484290996999",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 3075 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025096-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xpzrtc
title: Occurrence Download

description: A dataset containing 7824 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 8.7484290996999",
 "DecimalLongitude is less than 8.75148865288429",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 7824 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025097-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8kcgz5
title: Occurrence Download

description: A dataset containing 3030 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 8.75148865288429",
 "DecimalLongitude is less than 8.75454820606869",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 3030 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025098-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ga26a
title: Occurrence Download

description: A dataset containing 2708 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 8.75454820606869",
 "DecimalLongitude is less than 8.75760775925308",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 2708 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025099-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vxhqew
title: Occurrence Download

description: A dataset containing 3078 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 8.75760775925308",
 "DecimalLongitude is less than 8.76066731243748",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 3078 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025100-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13958095
title: SD4EO: Open Street Maps Northern France Patch Dataset

description: This dataset has been created as part of the deliverables for ESA’s SD4EO project.

It consists of orthogonal patches from Open Street Maps taken on 2024, which cover large areas in northern France. They corresponds to large Sentinel-2 Tile areas: T31TCJ, T31TCN, T31TDN, T31UDP, T31UEP, T30UWU, T31TCL, T31TDL, T31TDM, T31TEM, T31TEN, T31TFM, T31UDQ, T31UEQ, T30TXT, T30TYS, T30UXU, T30UYU, T31TFN, T31UFP, T31UFQ and T30TVK.

Each patch covers an area of approximately 1700x1700 meters (though the exact size may vary slightly with latitude). Patches located at the edges of Sentinel-2 tiles were excluded to avoid potential cutting or distortion issues. Likewise, patches near large bodies of water, including coastlines, were also discarded.

It's important to note that, unlike the synthetic image dataset [link], in this case, the patches are always disjoint.

To facilitate the use of these images for training generative AI models (such as GANs and Diffusion models), the patch size has been standardized to 512x512 pixels, providing an effective resolution of 3.3 meters per pixel.

To simplify their usage, the images are stored in lossless PNG format.

Each patch is also accompanied by real RGB+NIR pixel-by-pixel correspondent satellite images from Sentinel-2 in the sibling dataset doi:10.5281/zenodo.13957879 Both this dataset and the Sentinel-2 dataset have been used to train a conditional diffusion model, which generated a synthetic dataset of 46.5 GB that can be accessed at this [link].

The file naming convention is straightforward:

                       Patch_<Tile Name>_<Column Number>_<Row Number>_OSM.png

Columns and rows are always referenced within the same tile.

 

The data from OpenStreetMap (OSM) is licensed under the Open Database License (ODbL). This license allows you to freely use, modify, and distribute the data, provided we follow two key conditions:



Attribution: We must give appropriate credit to OpenStreetMap and its contributors when using their data.

Share-Alike: If we modify or build upon the data, you must distribute your derivative works under the same ODbL license.


As a derivative dataset, we share it under the same terms. This ensures that any improvements or enhancements made to the data remain open and available to the public.

 

The SD4EO Project is funded by ESA’s FutureEO programme under contract no. 4000142334/23/I-DT and is supervised by ESA Φ-lab.