cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21233/aa3r-mc19
title: Bockholter Dose macrocharcoal dataset

description: Raw data for the Bockholter Dose macrocharcoal 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: 10.21233/71yw-qa12
title: Bockholter Dose pollen dataset

description: Raw data for the Bockholter Dose pollen 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: 10.21233/8aej-k541
title: Elmer Hohenmoor pollen dataset

description: Raw data for the Elmer Hohenmoor pollen 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: 10.21233/7vv3-7051
title: Nochaco vertebrate fauna dataset

description: Raw data for the Nochaco vertebrate fauna 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: 10.21233/nw8w-7376
title: Mulpulmo vertebrate fauna dataset

description: Raw data for the Mulpulmo vertebrate fauna 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: 10.21233/y52r-pv35
title: Catavina plant macrofossil dataset

description: Raw data for the Catavina plant macrofossil 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: 10.21233/1ny1-8m65
title: Catavina plant macrofossil dataset

description: Raw data for the Catavina plant macrofossil 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: 10.21233/chj8-jd04
title: Catavina plant macrofossil dataset

description: Raw data for the Catavina plant macrofossil 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: 10.21233/d9n3-g969
title: Catavina plant macrofossil dataset

description: Raw data for the Catavina plant macrofossil 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: 10.21233/gn5s-8v37
title: Catavina plant macrofossil dataset

description: Raw data for the Catavina plant macrofossil 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: 10.21233/b09x-xy62
title: Catavina plant macrofossil dataset

description: Raw data for the Catavina plant macrofossil 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: 10.21233/ewbr-dd44
title: Catavina plant macrofossil dataset

description: Raw data for the Catavina plant macrofossil 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: 10.21233/nn5j-p035
title: Catavina plant macrofossil dataset

description: Raw data for the Catavina plant macrofossil 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: 10.21233/8yka-rd64
title: Catavina plant macrofossil dataset

description: Raw data for the Catavina plant macrofossil 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: 10.21233/w5w7-f472
title: Catavina plant macrofossil dataset

description: Raw data for the Catavina plant macrofossil 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: 10.21233/vw79-xp94
title: Catavina plant macrofossil dataset

description: Raw data for the Catavina plant macrofossil 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: 10.21233/97fs-yy24
title: Catavina plant macrofossil dataset

description: Raw data for the Catavina plant macrofossil 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: 10.21233/xppe-ce27
title: Catavina plant macrofossil dataset

description: Raw data for the Catavina plant macrofossil 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: 10.21233/r40j-0552
title: Catavina plant macrofossil dataset

description: Raw data for the Catavina plant macrofossil 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: 10.21233/r2vy-r223
title: Catavina plant macrofossil dataset

description: Raw data for the Catavina plant macrofossil 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: 10.21233/j559-6g50
title: Catavina plant macrofossil dataset

description: Raw data for the Catavina plant macrofossil 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: 10.21233/2xnn-3y46
title: Catavina plant macrofossil dataset

description: Raw data for the Catavina plant macrofossil 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: 10.21233/3qy0-5r91
title: Catavina plant macrofossil dataset

description: Raw data for the Catavina plant macrofossil 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: 10.21233/cacg-0e41
title: Catavina plant macrofossil dataset

description: Raw data for the Catavina plant macrofossil 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: 10.21233/vfef-3x75
title: Catavina plant macrofossil dataset

description: Raw data for the Catavina plant macrofossil 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: 10.21233/4dxy-cz05
title: Catavina plant macrofossil dataset

description: Raw data for the Catavina plant macrofossil 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: 10.21233/7s00-av07
title: Catavina plant macrofossil dataset

description: Raw data for the Catavina plant macrofossil 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: 10.21233/98y3-yx18
title: Catavina plant macrofossil dataset

description: Raw data for the Catavina plant macrofossil 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: 10.15468/dl.p9d89q
title: Occurrence Download

description: A dataset containing 364490 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mimus saturninus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 364490 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068868-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/mn8r-pp26
title: Catavina plant macrofossil dataset

description: Raw data for the Catavina plant macrofossil 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: 10.6084/m9.figshare.30968446
title: Data

description: Long-term coastal ecosystem data show a shift from diatom to diatom-dinoflagellate co-dominance since the 2000s, corresponding to substantial environmental changes including organic-dominated nutrient regimes and elevated dissolved inorganic nitrogen‑to‑phosphorus ratios. In this study, a Nutrient-bi-Phytoplankton-Detritus (NbPD) model integrating physiological and molecular-scale mechanisms was developed and calibrated using four decade-spanning mesocosm experiments (2000s–2020s) to unravel phytoplankton succession dynamics in the Bohai Sea (BS).
DOI: 10.6084/m9.figshare.30968446.v1
title: Data

description: Long-term coastal ecosystem data show a shift from diatom to diatom-dinoflagellate co-dominance since the 2000s, corresponding to substantial environmental changes including organic-dominated nutrient regimes and elevated dissolved inorganic nitrogen‑to‑phosphorus ratios. In this study, a Nutrient-bi-Phytoplankton-Detritus (NbPD) model integrating physiological and molecular-scale mechanisms was developed and calibrated using four decade-spanning mesocosm experiments (2000s–2020s) to unravel phytoplankton succession dynamics in the Bohai Sea (BS).
DOI: 10.21233/fhrf-fg73
title: Catavina plant macrofossil dataset

description: Raw data for the Catavina plant macrofossil 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: 10.21233/f22h-hx55
title: Catavina plant macrofossil dataset

description: Raw data for the Catavina plant macrofossil 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: 10.21233/gdhw-nk89
title: Catavina plant macrofossil dataset

description: Raw data for the Catavina plant macrofossil 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: 10.21233/zacd-1p36
title: Catavina plant macrofossil dataset

description: Raw data for the Catavina plant macrofossil 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: 10.21233/actp-ba91
title: Catavina plant macrofossil dataset

description: Raw data for the Catavina plant macrofossil 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: 10.5281/zenodo.18087776
title: Integrated assessment of invasion risk: coupling habitat suitability, population abundance and ecosystem service value for Xanthium spinosum in China
DOI: 10.5281/zenodo.18087777
title: Integrated assessment of invasion risk: coupling habitat suitability, population abundance and ecosystem service value for Xanthium spinosum in China
DOI: 10.15468/dl.sjnxxt
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "StateProvince is Huila",
 "TaxonKey is Rulyrana susatamai"
 ]
}

 The dataset includes 12 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068873-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fg4gqu
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 {
 "and" : [
 "InstitutionKey is one of (1d808a7c-1f9e-4379-9616-edb749ecf10e)",
 "TaxonKey is one of (Budorcas [GBIF Backbone Taxonomy])"
 ]
 }
 ]
}

 The dataset includes 57 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068875-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16757224
title: AI-Generated Dataset of Sub-Visible Particles for Pharmaceutical Quality Control

description: This dataset contains high-fidelity synthetic images of sub-visible particles (SvPs) for silicone oil and air bubbles generated using a diffusion-based generative AI model, as described in Improved Sub-Visible Particle Classification in Flow Imaging Microscopy via Generative AI-Based Image Synthesis (https://arxiv.org/abs/2508.06021). The dataset addresses the severe class imbalance in flow imaging microscopy (FIM) data, where minority particle types such as silicone oil droplets and air bubbles are underrepresented compared to protein particles.

We also share the diffusion models that can be used to generate more images. For more information, see: https://github.com/utkuozbulak/svp-generative-ai
DOI: 10.5281/zenodo.18091039
title: AI-Generated Dataset of Sub-Visible Particles for Pharmaceutical Quality Control

description: This dataset contains high-fidelity synthetic images of sub-visible particles (SvPs) for silicone oil and air bubbles generated using a diffusion-based generative AI model, as described in Improved Sub-Visible Particle Classification in Flow Imaging Microscopy via Generative AI-Based Image Synthesis (https://arxiv.org/abs/2508.06021). The dataset addresses the severe class imbalance in flow imaging microscopy (FIM) data, where minority particle types such as silicone oil droplets and air bubbles are underrepresented compared to protein particles.

We also share the diffusion models that can be used to generate more images. For more information, see: https://github.com/utkuozbulak/svp-generative-ai
DOI: 10.15468/dl.jasrfn
title: Occurrence Download

description: A dataset containing 753773 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Afghanistan",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 753773 records from 709 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068871-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/dgs-kd2-vq7
title: Oxychilus superfluus (L. Pfeiffer, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gpd-2h2-bs8
title: Clausinella fasciata (da Costa, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z94-xs1-cqb
title: Psiloteredo megotara (Hanley, 1848)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/601-ttb-11j
title: Patella vulgata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0lp-30f-s46
title: Leptaxis groviana groviana (A. Férussac, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/85a-zlv-8e1
title: Mitrella scripta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bf3-b2a-w1j
title: Euglesa personata (Malm, 1855)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mvw-0jj-vjv
title: Ocenebra edwardsii (Payraudeau, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p2z-qpe-c7k
title: Thylaeodus semisurrectus (Bivona e Bernardi, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cnx-k8n-328
title: Ocenebra edwardsii (Payraudeau, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/edd-wv9-wjw
title: Vallonia pulchella (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h27-d8x-2qn
title: Panopea glycimeris (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/10j-dfz-zw9
title: Chauvetia affinis (Monterosato, 1889)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a3l-43h-6m5
title: Kellia suborbicularis (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q8x-w1k-kza
title: Dosinia lupinus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/shz-wyc-mmt
title: Heteranomia squamula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n4a-dnz-kxz
title: Donax vittatus (da Costa, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2r6-066-b9f
title: Ostrea edulis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x45-dj2-fn0
title: Levantina spiriplana spiriplana (Olivier, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4pq-5ca-te9
title: Cepaea nemoralis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s9x-vkc-hpn
title: Emarginula rosea Bell, 1824

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nzt-lmh-ql8
title: Heteranomia squamula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8dk-qdv-6sy
title: Columbella rustica (Linnaeus, 1758)

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