cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15298642
title: Identifying Astrophysical Anomalies in 99.6 Million Source Cutouts from the Hubble Legacy Archive Using AnomalyMatch

description: This repository contains the data released in the paper "Identifying Anomalies in 99.6 Million Source Cutouts from the Hubble Legacy Archive Using AnomalyMatch" (DOI: To be Added on Publication ; ArXiv: 2505.03508).

We release the images and descriptions of every anomalous object found in this paper (1,255 unique objects across 18 different anomaly classifications). The main result of the paper, the catalogue of anomalous objects, is contained in DOR_PG+2025_anomalies.csv. This catalogue contains the SourceID, Right Ascension, Declination, classification and the "Status" of each object. The status shows whether an object has appeared in the astrophysical literature prior to this work. This main catalogue describes every object we found.

We also include the images that correspond to each catalogue. These are contained within the .zip files in the repository. The individual filenames are the SourceIDs of the corresponding objects in the main CSV file.

Please note: These images have been saved as 150x150 gray images using only the F814W filter of the HST. Different dimension images/multi-band photometry will have to be found by the user.

Please also note: Each sub-category of object has only been classified visually. Therefore, for unreferenced objects, these should be considered candidate objects.

A list of the anomaly classifications we have found are below:



agn - Zip of sources containing an Active Galactic Nuclei (8 sources).

arc - Zip of sources containing a gravitational arc (cluster lensing; 39 sources).

clumpy - Zip containing images of a clumpy galaxy (11 sources).

collisional ring - Zip containing a collisional ring galaxy (2 sources).

edge-on protoplanetary disk - Zip of sources which contain edge on planetary disks (2 sources).

globular cluster - Zip containing sources showing globular cluster (1 source).

high-z - Zip of sources containing high redshift galaxies (28 sources).

jellyfish - Zip of sources containing a jellyfish galaxy (37 sources).

jet - Zip of sources containing a galaxy with a jet (13 sources).

lens - Zip of sources containing a gravitational lense (galaxy - galaxy lensing; 219 sources).

lensed quasar - Zip containing images of a (quadruply-) lensed quasar (5 sources).

merger - Zip of sources containing an interacting or merging galaxy (629 sources)

odd - Zip containing sources with odd morphology (43 sources).

overlap - Zip of sources which contain two galaxies which overlap by projection, but are not interacting (39 sources).

ring - Zip of sources which contain ring galaxies (12 sources).

submillimetre - Zip of sources which contain submillimetre or dusty galaxies (1 source).

supernova - Zip of sources which contain a supernova remnant (1 source).

unknown - Zip of sources which could not be classified visually (43 sources).


Version History:



Version 1: Pre-release of paper and catalogue on ArXiv.
DOI: 10.57745/ges5xq
title: eu_climate_indicators_1990_2016.tab

description: Climate indicators calculated for the period between 1990 and 2016
DOI: 10.57745/pixjoa
title: eu_climate_indicators_1997_2016.tab

description: Climate indicators calculated for the period between 1997 and 2016
DOI: 10.57745/ydczif
title: climate_indicators_dictionary.tab

description: CSV file with climate indicators dataset attributes explanation
DOI: 10.15468/dl.4uacve
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solms-laubachia kashgarica (Botsch.) D.A.German & Al-Shehbaz",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030113-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mumxfr
title: Occurrence Download

description: A dataset containing 126142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Europe",
 "Country is Spain",
 "Geometry POLYGON((-7.4053 37.1042,-6.93772 37.11706,-6.56688 36.83367,-6.37339 36.25075,-5.59946 35.96417,-5.18639 36.0428,-5.03732 36.32755,-4.42244 36.52333,-4.01015 36.54392,-2.30644 36.62895,-1.82273 36.71947,-1.756 36.8607,-1.597 37.19618,-2.30644 37.2347,-2.74178 36.97752,-4.17678 36.96464,-4.73653 36.92598,-5.25249 36.68069,-5.59108 36.44758,-5.97805 36.77115,-6.31665 37.26037,-7.07446 37.38859,-7.38073 37.41848,-7.42367 37.35026,-7.4022 37.21362,-7.4053 37.1042))",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 126142 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030094-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z2b277
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sterigmostemum violaceum (Botsch.) H.L.Yang",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)"
 ]
}

 The dataset includes 24 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030115-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.29nn2s
title: Occurrence Download

description: A dataset containing 1448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ethiopia, Kenya)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Senna didymobotrya (Fresen.) H.S.Irwin & Barneby"
 ]
}

 The dataset includes 1448 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030114-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48472/datapb/vbnq7c
title: Aves da Paraíba, Brasil

description: Este dataset corresponde a um acúmulo de registros de espécies de aves no estado da Paraíba, oriundo de coleções científicas, plataformas de ciência cidadã e literatura. Com exceção da literatura, todos os demais registros são documentados com espécimes coletados, registros fotográficos e/ou registros sonoros. Para fins de uso desses dados, é importante saber que as coordenadas das localidades respectivas aos espécimes coletados correspondem ao local de coleta, já as coordenadas dos registros fotográficos e/ou sonoros das plataformas de ciência cidadã são das sedes municipais respectivas de cada registro. No ano de 1848, Ambrósio Fernandes Brandão foi um dos primeiros naturalistas a catalogar a avifauna ocorrente na Paraíba. Alguns trabalhos com este fim foram realizados desde então e permitiram a compilação de uma lista em 2014 com 395 espécies de aves, considerando registros com comprovação documental. Até a presente data (maio de 2025), esse dataset permite atualizar e sistematizar uma lista estadual com 419 espécies de aves, que é uma ferramenta importante para estudos comparativos de diversidade, distribuição e estado de conservação da biodiversidade.
DOI: 10.6084/m9.figshare.29063297
title: soil data for Na Yu

description: Decoupling patterns of microbial carbon and nitrogen pump efficacy under different water and nitrogen management in a greenhouse tomato production agroecosystem of Northeast China
DOI: 10.15468/dl.6utdcj
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "DatasetKey is Pl@ntNet automatically identified occurrences",
 "GadmGid is DEU.9.24_1",
 "TaxonKey is Alliaria petiolata (M.Bieb.) Cavara & Grande"
 ]
}

 The dataset includes 144 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030117-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qvarhe
title: Occurrence Download

description: A dataset containing 243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((29.74459 46.99393,49.19003 46.99393,49.19003 54.76328,29.74459 54.76328,29.74459 46.99393))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tragopogon ucrainicus Artemczuk"
 ]
}

 The dataset includes 243 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030118-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ts5td4
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Matthiola superba Conti",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)"
 ]
}

 The dataset includes 9 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030119-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2e4588
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Delphinium biternatum Huth",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)"
 ]
}

 The dataset includes 38 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030120-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nhwyax
title: Occurrence Download

description: A dataset containing 4905 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Italy",
 "OccurrenceStatus is Present",
 "TaxonKey is Sus scrofa Linnaeus, 1758"
 ]
}

 The dataset includes 4905 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030122-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwvg9d
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ethiopia, Kenya)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Senna hirsuta (L.) H.S.Irwin & Barneby"
 ]
}

 The dataset includes 30 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030121-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.25901920
title: Supporting data and code for Mendes et al. 2024 Evidence of a European seed dispersal crisis

description: Supporting data and code for Mendes et al. 2024 Evidence of a European seed dispersal crisis<b>Abstract</b>Seed dispersal is crucial for ecosystem persistence, especially in fragmented landscapes, such as those common in Europe. Ongoing defaunation might compromise effective seed dispersal, but the conservation status of pairwise interactions remains unknown. With a literature review, we reconstructed the first European-wide seed dispersal network and evaluated interactions’ conservation status by assessing each interacting partner’s IUCN conservation status and population trends. We found that a third of the disperser species and interactions face potential extinction and that 30% of the plant species have most of their dispersers threatened or declining. While our study clearly reveals a developing seed dispersal crisis across all European biomes, it also highlights large knowledge gaps regarding the dispersers of most European zoochorous plants, as well as their conservation status, urging further scrutiny and action to conserve the seed dispersal service.
DOI: 10.15468/dl.pen5tn
title: Occurrence Download

description: A dataset containing 215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Daemonorops Blume ex Schult.f., 1830"
 ]
}

 The dataset includes 215 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030124-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gcd794
title: Occurrence Download

description: A dataset containing 311 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Biodiversity of Kalimantan, Indonesia"
 ]
}

 The dataset includes 311 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030123-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11807890
title: Full TMDB Movies Dataset 2024 (1M Movies)
DOI: 10.48557/sfxh9v
title: Replication data for: The role of RNA in the nanoscale organization of alpha-synuclein phase separation

description: This dataset contains data presented in the manuscript "The role of RNA in the nanoscale organization of alpha-synuclein phase separation", NAR Molecular Medicine (2025), doi: 10.1093/narmme/ugaf012.
DOI: 10.15468/dl.6knezk
title: Occurrence Download

description: A dataset containing 3118717 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Formicidae",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3118717 records from 2079 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030085-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s2pawx
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nomada ashmeadi Cockerell, 1903"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012890-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18237711
title: Diplazium esculentum (Retz.) Sw. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:33
DOI: 10.5281/zenodo.18237712
title: Diplazium esculentum (Retz.) Sw. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:33
DOI: 10.3886/e243997
title: Deaths in 122 U.S. cities - 1962-2016. 122 Cities Mortality Reporting System

description: This file contains the complete set of data reported to 122 Cities Mortality Reposting System. The system was retired as of 10/6/2016. While the system was running each week, the vital statistics offices of 122 cities across the United States reported the total number of death certificates processed and the number of those for which pneumonia or influenza was listed as the underlying or contributing cause of death by age group (Under 28 days, 28 days - 1 year, 1-14 years, 15-24 years, 25-44 years, 45-64 years, 65-74 years, 75-84 years, and - 85 years). U:Unavailable. - : No reported cases.* Mortality data in this table were voluntarily reported from 122 cities in the United States, most of which have populations of &gt;100,000. A death is reported by the place of its occurrence and by the week that the death certificate was filed. Fetal deaths are not included. Total includes unknown ages.
More information on Flu Activity & Surveillance is available at http://www.cdc.gov/flu/weekly/fluactivitysurv.htm.
Read less
description: (Downloaded 1/12/2026)
DOI: 10.3886/e243997v1
title: Deaths in 122 U.S. cities - 1962-2016. 122 Cities Mortality Reporting System

description: This file contains the complete set of data reported to 122 Cities Mortality Reposting System. The system was retired as of 10/6/2016. While the system was running each week, the vital statistics offices of 122 cities across the United States reported the total number of death certificates processed and the number of those for which pneumonia or influenza was listed as the underlying or contributing cause of death by age group (Under 28 days, 28 days - 1 year, 1-14 years, 15-24 years, 25-44 years, 45-64 years, 65-74 years, 75-84 years, and - 85 years). U:Unavailable. - : No reported cases.* Mortality data in this table were voluntarily reported from 122 cities in the United States, most of which have populations of &gt;100,000. A death is reported by the place of its occurrence and by the week that the death certificate was filed. Fetal deaths are not included. Total includes unknown ages.
More information on Flu Activity & Surveillance is available at http://www.cdc.gov/flu/weekly/fluactivitysurv.htm.
Read less
description: (Downloaded 1/12/2026)
DOI: 10.15468/dl.q22kk8
title: Occurrence Download

description: A dataset containing 35894 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fulica atra",
 "HasCoordinate is true",
 "Country is Türkiye"
 ]
}

 The dataset includes 35894 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028892-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/8k3-b9q-yhf
title: †Ammonoidea

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d8r-ngz-s3z
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/11g-4vb-yml
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/49d-m5c-z9x
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sh7-x7r-4rc
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eyx-2l9-sy7
title: Amphistegina radiata (Fichtel & Moll, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pss-ha0-2np
title: Bolivina barbata Phleger & Parker, 1951

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/00b-yfj-710
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0gl-m38-pk3
title: Elphidiella arctica (Parker & Jones, 1864)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5n0-nks-9vq
title: Crioceratites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zjy-lwb-8at
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ajt-x7y-dlc
title: Globigerina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rlz-xq7-ytb
title: Textularia conica d'Orbigny, 1839

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xv8-6a5-5v9
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wyz-gxv-z17
title: Cythereis (Cythereis) Jones, 1849

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x0b-dmv-bz6
title: Pseudothurmannia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/35s-4jf-x8c
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c7b-39z-bea
title: Cytherura Sars, 1866

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3fx-d9s-4fv
title: Hibolithes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pmj-1dh-p2f
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ndz-hk3-e1d
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wdc-dc6-dg1
title: Amphistegina gibbosa d'Orbigny, 1839

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/64j-rl2-ebn
title: Lingulina carinata d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wy4-33v-pk1
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/34f-80j-fbf
title: Hyperammina elongata Brady, 1878

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zsb-h1s-mcg
title: †Hechtina antiqua (Reuss, 1863)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/20r-0y0-6ev
title: Gyroidinoides regularis (Phleger & Parker, 1951)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qae-jf2-d60
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7qn-rvd-00r
title: Amphistegina lobifera Larsen, 1976

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vz9-cw6-ea6
title: Peneroplis planatus (Fichtel & Moll, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tyh-2vp-ayz
title: Amphistegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d68-ft5-h48
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s5b-48a-jrp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s14-1nv-wdg
title: †Neocomites peregrinus (Rawson & Kemper, 1978)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.