cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/3ms-n63-dnl
title: Sermyla riquetii (Grateloup, 1840)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k6r-c0m-3c4
title: Elimia H. Adams & A. Adams, 1854

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2pm-zvb-n4v
title: Pachymelania aurita (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3jl-j1t-xr9
title: Babelomurex deburghiae (Reeve, 1857)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t6m-met-scp
title: Planaxis sulcatus (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6zp-ytt-6y1
title: Sulcospira testudinaria (von dem Busch, 1842)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m4q-qvh-5wm
title: Onoba semicostata (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/41w-jnk-ek8
title: Euspira pallida (Broderip & G. B. Sowerby I, 1829)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/55s-8ww-k6e
title: Natica Scopoli, 1777

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f7x-be9-s5e
title: Onoba semicostata (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/72k-4gn-fk5
title: Colus sabini (J. E. Gray, 1824)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/smn-710-fy2
title: Doryssa devians Brot, 1877

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kkm-wkz-zzw
title: Melanoides Olivier, 1804

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vr8-krq-dc8
title: Plagyostila asturiana P. Fischer, 1872

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/33e-k07-saq
title: Conomurex luhuanus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9t1-2pf-0mk
title: Dikoleps marianae Rubio, Dantart & Luque, 1998

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/672-s03-qke
title: Lyncina vitellus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dek-hxf-ayl
title: Seila trilineata (R. A. Philippi, 1836)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9b8-ma0-791
title: Alvania cancellata (da Costa, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pnw-1q5-6vm
title: Cymatona kampyla (R. B. Watson, 1883)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q8b-s7p-27g
title: Skenea serpuloides (Montagu, 1808)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f7y-9v0-fwz
title: Marsupina bufo (Bruguière, 1792)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pfh-1wq-az5
title: Ranellidae Gray, 1854

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m3b-7kl-azw
title: Cerithium vulgatum Bruguière, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xrw-hc3-nam
title: Bursidae Thiele, 1925

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1v2-5lk-azl
title: Amaea retifera (Dall, 1889)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j5v-gnt-q0w
title: Rissoa variabilis (Megerle von Mühlfeld, 1824)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jj2-1q6-cxe
title: Crepidula Lamarck, 1799

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mmj-s3r-c9p
title: Nucleolaria nucleus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mha-zaj-zbm
title: Vanikoro Quoy & Gaimard, 1832

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ygt-aqe-10l
title: Bittium latreillii (Payraudeau, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sk0-y24-hvl
title: Aporrhais senegalensis Gray, 1838

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vz0-25m-nyk
title: Bolinus brandaris (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wdl-3ke-w0t
title: Acanthinucella spirata (Blainville, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v3b-cph-8yj
title: Vermetus triquetrus Bivona e Bernardi, 1832

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zgt-xmf-hbs
title: Tonna pennata (Mörch, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g7w-zgz-1ys
title: Polinices Montfort, 1810

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m56-btj-yzg
title: Cassis fimbriata Quoy & Gaimard, 1833

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sm3-pa2-egt
title: Alvania lactea (Michaud, 1830)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b36-gcl-0nj
title: Canarium labiatum (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mtj-fhm-xm2
title: Thiaridae Gill, 1871 (1823)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bcp-r6k-426
title: Polinices sagamiensis Pilsbry, 1904

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qd5-4j6-sz8
title: Sulcospira testudinaria (von dem Busch, 1842)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x30-ja4-9gj
title: Doxander vittatus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/20k-et2-kh6
title: Cypraea pantherina [Lightfoot], 1786

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wvc-80n-1wn
title: Alvania watsoni (Schwartz von Mohrenstern, 1873)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8w9-6rz-jl3
title: Marsupina bufo (Bruguière, 1792)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/axp-xqz-94p
title: Dolomena dilatata (Swainson, 1821)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zbb-wte-htf
title: Bittium latreillii (Payraudeau, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fsy-kyp-pjz
title: Notocochlis gualteriana (Récluz, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gy5-hef-xvy
title: Cerithium vulgatum Bruguière, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nxp-wal-39b
title: Semicassis bisulcata (Schubert & J. A. Wagner, 1829)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5wp-4jl-rry
title: Thiara Röding, 1798

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jkz-f1e-9ln
title: Natica bibalteata G. B. Sowerby III, 1914

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vz5-0kn-2zk
title: Jagora asperata (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/76c-bef-m7c
title: Rissoa ventricosa Desmarest, 1814

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hrx-3mv-hg6
title: Buccinum finmarkianum Verkrüzen, 1875

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6z8-m9p-6gb
title: Alvania zetlandica (Montagu, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.qcjnjg
title: Occurrence Download

description: A dataset containing 21315 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eichhornia crassipes"
 ]
}

 The dataset includes 21315 records from 655 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018678-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bzbwad
title: Occurrence Download

description: A dataset containing 1243617935 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Living Specimen, Occurrence evidence, Fossil, Material citation, Specimen)",
 "Geometry POLYGON((-33.75057 28.91519,43.26253 28.91519,43.26253 78.81762,-33.75057 78.81762,-33.75057 28.91519))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1243617935 records from 38327 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018561-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7hqc7j
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Croton bonplandianus",
 "Country is Bangladesh",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049181-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sk3qd8
title: Occurrence Download

description: A dataset containing 2847748 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bubulcus ibis)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 2847748 records from 1809 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049153-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bn7ae9
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Fatsia japonica (Thunb.) Decne. & Planch."
 ]
}

 The dataset includes 135 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014225-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18739/a2xd0r06p
title: Interactive Multisensor Snow and Ice Mapping System Daily Northern Hemisphere Snow and Ice Analysis at 1 kilometer, 4 kilometer, and 24 kilometer Resolutions Version 1, northern hemisphere, 1997-present

description: This data set provides maps of snow cover and sea ice for the Northern Hemisphere from February 1997 to the present from the United States National Ice Center (USNIC). USNIC analysts produce these using the Interactive Multisensor Snow and Ice Mapping System (IMS). Maps are derived from a variety of data products including satellite imagery and in situ data. The data are provided in ASCII text and GeoTIFF formats in three different resolutions: 1 kilometer (km), 4 km, and 24 km.
 The purpose of the Interactive Multisensor Snow and Ice Mapping System (IMS) is to provide Satellite Analysis Branch (SAB) analysts with the ability to interactively create, save, and distribute highly accurate maps depicting the extent of daily hemispheric snow and ice coverage. In order to assist the user in making snow/ice determinations, the IMS incorporates a wide variety of satellite imagery (Advanced Very High Resolution Radiometer (AVHRR), Geostationary Operational Environmental Satellites (GOES), Special Sensor Microwave/Imager (SSMI), etc.) as well as derived mapped products (United States Air Force (USAF) Snow/Ice Analysis, advanced microwave sounding unit (AMSU), Advanced Microwave Scanning Radiometer - Earth Observing System (AMSR-E), National Centers for Environmental Prediction (NCEP) models, etc.) and surface observations. The product is presently used as an operational input into several National Weather Service (NWS) computer weather prediction models as well as several other governmental agencies.
 U.S. National Ice Center. 2008, updated daily. IMS Daily Northern Hemisphere Snow and Ice Analysis at 1 km, 4 km, and 24 km Resolutions, Version 1. Boulder, Colorado USA. NSIDC: National Snow and Ice Data Center. doi: https://doi.org/10.7265/N52R3PMC. [2020-11-06].
DOI: 10.15468/dl.bgrw7f
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001774-251009101135966/datasets/export for details.
DOI: 10.15468/dl.pd9dfx
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ascidiella aspersa",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 69 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002465-250710112747441/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15836132
title: "We share our code online": Why this is not enough to ensure reproducibility and progress in recommender systems research

description: This record hosts the list of papers and the evaluation data that are part of the RecSys 2025 reproducibility analysis "We share our code online": Why this is not enough to ensure reproducibility and progress in recommender systems research. More information can also be found at the corresponding website.

Abstract:



Issues with reproducibility have been identified as a major factor hampering progress in recommender systems research. In response, researchers increasingly share the code of their models. However, the provision of only the code of the proposed model is usually not sufficient to ensure reproducibility. In many works, the central claim is that a new model is advancing the state-of-the-art. Thus, it is crucial that the entire experiment is reproducible, including the configuration and the results of the considered baselines. With this work, our goal is to gauge the level of reproducibility in algorithms research in recommender systems. We systematically analyzed the reproducibility level of 65 papers published at a top-ranked conference during the last three years. Our results are sobering. While the model code is shared in about two thirds of the papers, the code of the baselines is provided only in eight cases. The hyperparameters of the baselines are reported even less frequently, and how these were exactly determined is not explained in any paper. As a result, it is commonly not only impossible to reproduce the full result tables reported in the papers, it is also unclear if the claimed improvements over the state-of-the-art were actually achieved. Overall, we conclude that the research community has not reached the required level of reproducibility yet. We therefore call for more rigorous reproducibility standards to ensure progress in this field.
DOI: 10.5281/zenodo.15836133
title: "We share our code online": Why this is not enough to ensure reproducibility and progress in recommender systems research

description: This record hosts the list of papers and the evaluation data that are part of the RecSys 2025 reproducibility analysis "We share our code online": Why this is not enough to ensure reproducibility and progress in recommender systems research. More information can also be found at the corresponding website.

Abstract:



Issues with reproducibility have been identified as a major factor hampering progress in recommender systems research. In response, researchers increasingly share the code of their models. However, the provision of only the code of the proposed model is usually not sufficient to ensure reproducibility. In many works, the central claim is that a new model is advancing the state-of-the-art. Thus, it is crucial that the entire experiment is reproducible, including the configuration and the results of the considered baselines. With this work, our goal is to gauge the level of reproducibility in algorithms research in recommender systems. We systematically analyzed the reproducibility level of 65 papers published at a top-ranked conference during the last three years. Our results are sobering. While the model code is shared in about two thirds of the papers, the code of the baselines is provided only in eight cases. The hyperparameters of the baselines are reported even less frequently, and how these were exactly determined is not explained in any paper. As a result, it is commonly not only impossible to reproduce the full result tables reported in the papers, it is also unclear if the claimed improvements over the state-of-the-art were actually achieved. Overall, we conclude that the research community has not reached the required level of reproducibility yet. We therefore call for more rigorous reproducibility standards to ensure progress in this field.
DOI: 10.15468/dl.ec8mgn
title: Occurrence Download

description: A dataset containing 4944246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Troglodytes troglodytes)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 4944246 records from 5324 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002448-250710112747441/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id400130.1
title: StrainInfo SI-ID 400130.1

description: StrainInfo dataset 400130 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id400131.1
title: StrainInfo SI-ID 400131.1

description: StrainInfo dataset 400131 about a strain of Pyramidobacter porci. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id400132.1
title: StrainInfo SI-ID 400132.1

description: StrainInfo dataset 400132 about a strain of Pseudoalteromonas hodoensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.eyjjwt
title: Occurrence Download

description: A dataset containing 4165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Auchenipteridae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4165 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088403-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id400011.1
title: StrainInfo SI-ID 400011.1

description: StrainInfo dataset 400011 about a strain of Pseudonocardia parietis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id400012.1
title: StrainInfo SI-ID 400012.1

description: StrainInfo dataset 400012 about a strain of Microbacterium faecale. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id400013.1
title: StrainInfo SI-ID 400013.1

description: StrainInfo dataset 400013 about a strain of Lysinibacillus pakistanensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id400034.1
title: StrainInfo SI-ID 400034.1

description: StrainInfo dataset 400034 about a strain of Paenibacillus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id400035.1
title: StrainInfo SI-ID 400035.1

description: StrainInfo dataset 400035 about a strain of Streptomyces hypolithicus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.