cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17733837
title: MultiCaRe synthetically adapted for OCR

description: Consolidated images, labels, and splits for MultiCaRe-OCR dataset. It is adapted for benchmarking and fine-tuning for OCR (Optical Character Recognition) and contains images with overlaid textual imprints generated from image labels.

This dataset is derived from the original MultiCaRe dataset: Nievas Offidani, M. (2025). MultiCaRe: An open-source clinical case dataset for medical image classification and multimodal AI applications (version 2.2) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.10079369.
DOI: 10.5281/zenodo.17733838
title: MultiCaRe synthetically adapted for OCR

description: Consolidated images, labels, and splits for MultiCaRe-OCR dataset. It is adapted for benchmarking and fine-tuning for OCR (Optical Character Recognition) and contains images with overlaid textual imprints generated from image labels.

This dataset is derived from the original MultiCaRe dataset: Nievas Offidani, M. (2025). MultiCaRe: An open-source clinical case dataset for medical image classification and multimodal AI applications (version 2.2) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.10079369.
DOI: 10.6084/m9.figshare.28748966
title: 35-color full spectrum flowcytometry panel for immunophenotyping of murine cancer models

description: This 35-color full spectrum flow cytometry panel is designed for in-depth phenotyping of major immune cell populations, their subpopulations and level of activation and exhaustion, from a single and spars sample of either murine tumors or lymphoid tissue. Data is acquired using SONY ID7000 5- or 6-laser Spectral analyzer. Autofluorescence (AF) extraction and unmixing has been conducted using the ID7000 Acquisition and Analysis Software version 2.0.2 utilizing the Weighted Least Squares Method (WLSM) algorithm for spectral unmixing.Uploadet data is from a full-stained sample of tumor or spleen single cell suspensions, of both 4T1 tumors and E0771.
DOI: 10.6084/m9.figshare.28748966.v1
title: 37-color full spectrum flow panel for immunophenotyping of murine cancer models

description: This 37-color full spectrum flow cytometry panel is designed for in-depth phenotyping of major immune cell populations, their subpopulations and level of activation and exhaustion, from a single and spars sample of either murine tumors or lymphoid tissue. Data is acquired using SONY ID7000 5-laser Spectral analyzer. Autofluorescence (AF) extraction and unmixing has been conducted using the ID7000 Acquisition and Analysis Software version 2.0.2 utilizing the Weighted Least Squares Method (WLSM) algorithm for spectral unmixing.
DOI: 10.6084/m9.figshare.28748966.v2
title: 35-color full spectrum flowcytometry panel for immunophenotyping of murine cancer models

description: This 35-color full spectrum flow cytometry panel is designed for in-depth phenotyping of major immune cell populations, their subpopulations and level of activation and exhaustion, from a single and spars sample of either murine tumors or lymphoid tissue. Data is acquired using SONY ID7000 5- or 6-laser Spectral analyzer. Autofluorescence (AF) extraction and unmixing has been conducted using the ID7000 Acquisition and Analysis Software version 2.0.2 utilizing the Weighted Least Squares Method (WLSM) algorithm for spectral unmixing.Uploadet data is from a full-stained sample of tumor or spleen single cell suspensions, of both 4T1 tumors and E0771.
DOI: 10.25921/k8zf-a486
title: Reef fish abundance and size data collected by transect and stationary point count methods: a calibration to enable the use of long-term, fishery-independent data by fisheries and regional managers in the Flower Garden Banks National Marine Sanctuary (FGBNMS) (NCEI Accession 0299733)

description: This project ensures that the existing data from previous fishery independent surveys can be combined with data collected under new methodology, ensuring preservation of long-time series reef fish datasets in the FGBNMS. Specifically, this archived dataset are the site level fish abundance and size observations made by one transect diver and a pair of stationary point count divers. These collection methods represent the transition of the National Coral Reef Monitoring Program (NCRMP) belt-transect survey methodology to the currently used Reef Visual Census (RVC) survey methodology, respectively. More information about the methodologies can be found (Jeffrey 2019 & CRCP 2022). In the FGBNMS, the National Coral Reef Monitoring Program began in 2013. Initially, the belt transect method was used for fish surveys, but then transitioned to the RVC method in the FGBNMS by 2018. This dataset is the field samples collected in order to properly calibrate belt transect data to RVC data.
DOI: 10.15468/dl.rvquea
title: Occurrence Download

description: A dataset containing 2649 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cephalopholis cyanostigma",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2649 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011793-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25921/f87d-we48
title: Surface underway measurements of partial pressure of carbon dioxide (pCO2), salinity, water temperature and other associated parameters during the R/V Marion Dufresne OISO-34 cruise (EXPOCODE 35MV20240112) in Indian Ocean from 2024-01-12 to 2024-03-04 (NCEI Accession 0301269)

description: This dataset includes continuous sea surface measurements of pCO2, temperature, salinity and atmospheric pressure data during the R/V Marion Dufresne OISO-32 cruise (EXPOCODE 35MV20220210) in Indian Ocean from 2024-01-12 to 2024-03-04. The OISO program (Océan Indien Service d'Observations), initiated in 1998, collects measurements of pCO2 and associated parameters (T, S, DIC, TALK, nutrients, Chl-a, 13C) along the repeated lines of R.V. Marion-Dufresne in the South-Western Indian and Southern Oceans; this coverage is a complement of the international CO2 observing system (IOCCP). The OISO data are regularly included in international data synthesis (SOCAT, GLODAP).
DOI: 10.25921/6xfy-6612
title: Surface underway measurements of partial pressure of carbon dioxide (pCO2), sea surface salinity, temperature and other parameters during the ship of opportunity (SOOP) M/S New Century 2 cruises in the Pacific Ocean in 2024 (NCEI Accession 0301440)

description: This dataset includes surface underway, chemical, meteorological and physical data collected from M/S New Century 2 in the Pacific Ocean from 2024-01-01 to 2024-10-28. These data include absolute humidity, air temperature, air-sea difference - partial pressure of carbon dioxide, barometric pressure, partial pressure of carbon dioxide - atmosphere, partial pressure of carbon dioxide - water, relative humidity, sea surface salinity, sea surface temperature and wind direction and speed. The instruments used to collect these data include barometric pressure sensor, carbon dioxide (CO2) gas analyzer, tandem (bubble+mixer) type equilibrator for autonomous CO2 measurement and thermosalinographs.
DOI: 10.25921/ddy9-af69
title: Surface underway measurements of partial pressure of carbon dioxide (pCO2), sea surface salinity, temperature and other parameters obtained during the ship of opportunity (SOOP) M/S Trans Future-5 cruises in the Pacific Ocean in 2024 (NCEI Accession 0301442)

description: This dataset includes surface underway, chemical, meteorological and physical data collected from M/S Trans Future 5 in the, North Pacific Ocean, Philippine Sea, Solomon Sea, South Pacific Ocean and Tasman Sea from 2024-01-20 to 2024-10-12. These data include absolute humidity, air temperature, air-sea difference - partial pressure of carbon dioxide (pCO2), pCO2 - atmosphere, pCO2 - water, barometric pressure, relative humidity, sea surface salinity, sea surface temperature, wind direction and speed. The instruments used to collect these data include barometric pressure sensor, carbon dioxide (CO2) gas analyzer, shower head chamber equilibrator for autonomous CO2 measurement and thermosalinographs.
DOI: 10.15468/dl.7r3q9z
title: Occurrence Download

description: A dataset containing 1321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Naturalis Biodiversity Center (NL) - Botany",
 "TaxonKey is Uapaca",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 1321 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011794-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.75quxk
title: Occurrence Download

description: A dataset containing 1306 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 10.7922106268756",
 "DecimalLongitude is less than 10.79527018006",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 1306 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010785-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kp8cwa
title: Occurrence Download

description: A dataset containing 6590 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dipodomys agilis Gambel, 1848"
 ]
}

 The dataset includes 6590 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008672-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kmuvt2
title: Occurrence Download

description: A dataset containing 143254 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Circus approximans Peale, 1848"
 ]
}

 The dataset includes 143254 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0293258-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nfb2yy
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Buxus papillosa C.K.Schneid."
 ]
}

 The dataset includes 53 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075993-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bpsr6j
title: Occurrence Download

description: A dataset containing 236507 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crataegus monogyna Jacq.",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 2017",
 "DecimalLongitude is greater than or equal to -15",
 "DecimalLongitude is less than or equal to 40",
 "DecimalLatitude is greater than or equal to 30",
 "DecimalLatitude is less than or equal to 75"
 ]
}

 The dataset includes 236507 records from 439 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008672-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sfrvuy
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erythroxylum oreophilum (O.E.Schulz ex Pilg.) Steyerm. & Maguire"
 ]
}

 The dataset includes 60 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161160-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxxxxx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "or" : [
 "DatasetKey is Pelagic Fish Observations 1968-1999"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010152-180412121330197/datasets/export for details.
DOI: 10.15468/dl.t4cp8p
title: Occurrence Download

description: A dataset containing 591 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pilosella sphaerocephala (Rchb.) F.W.Schultz & Sch.Bip.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 591 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004590-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ucwkka
title: Occurrence Download

description: A dataset containing 1339711 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EBCC Atlas of European Breeding Birds"
 ]
}

 The dataset includes 1339711 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004652-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7tayko
title: Occurrence Download

description: A dataset containing 1206 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Antigonon leptopus Hook. & Arn.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1206 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008673-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xs4g7j
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Knautia lucana Lacaita & Szabó",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004591-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5kq6v
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psacalium purpusii (Greenm.) H.Rob. & Brettell"
 ]
}

 The dataset includes 79 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005665-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3txbcz
title: Occurrence Download

description: A dataset containing 6418672 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinopsida",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 6418672 records from 4114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004559-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxzchq
title: Occurrence Download

description: A dataset containing 723 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tuta absoluta (Meyrick, 1917)"
 ]
}

 The dataset includes 723 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037158-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jmv4tf
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atractus punctiventris Amaral, 1933"
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044816-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pk2de2
title: Occurrence Download

description: A dataset containing 8503100 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-78.18724 2.20614,-75.02133 2.20614,-75.02133 11.15512,-78.18724 11.15512,-78.18724 2.20614))"
 ]
}

 The dataset includes 8503100 records from 1590 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0410075-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8k6n73
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "Geometry POLYGON ((5.625555 -1.479445, 5.620277 -1.478056, 5.616666 -1.474722, 5.615277 -1.469167, 5.616111 -1.438334, 5.616666 -1.432222, 5.618889 -1.427222, 5.622777 -1.424445, 5.633888 -1.420556, 5.637221 -1.422500, 5.643332 -1.430000, 5.645556 -1.435000, 5.647499 -1.446389, 5.646111 -1.458889, 5.641388 -1.474722, 5.625555 -1.479445))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 89 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039124-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bqtuwz
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Indonesia, Malaysia, Myanmar, Thailand, Philippines, Brunei Darussalam, Timor-Leste, Singapore, Cambodia, Viet Nam, Lao People’s Democratic Republic)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dendrobium hasseltii (Blume) Lindl."
 ]
}

 The dataset includes 73 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037178-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t4fshg
title: Occurrence Download

description: A dataset containing 3636 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Habia gutturalis (P.L.Sclater, 1854)"
 ]
}

 The dataset includes 3636 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0410100-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6aj6zu
title: Occurrence Download

description: A dataset containing 24314 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Lindernia dubia (L.) Pennell)"
 ]
}

 The dataset includes 24314 records from 591 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011617-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9r9z6p
title: Occurrence Download

description: A dataset containing 11050 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agrostis tenuis Sibth."
 ]
}

 The dataset includes 11050 records from 176 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011616-240506114902167/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.25809586
title: Morphological adaptation to environmental stress influences carcass yield in small ruminants in the Sahelian zone of Niger

description: This study analyze, in the Sahelian zone of Niger, the anatomical responses of animals to a marked aridity gradient, and to demonstrate the contribution of adaptive traits to productivity in terms of carcass yield in small ruminant breeds.
DOI: 10.6084/m9.figshare.25809586.v1
title: Morphological adaptation to environmental stress influences carcass yield in small ruminants in the Sahelian zone of Niger

description: This study analyze, in the Sahelian zone of Niger, the anatomical responses of animals to a marked aridity gradient, and to demonstrate the contribution of adaptive traits to productivity in terms of carcass yield in small ruminant breeds.
DOI: 10.15468/dl.8s4gvz
title: Occurrence Download

description: A dataset containing 989 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pandorea jasminoides (Lindl.) Schumann"
 ]
}

 The dataset includes 989 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011621-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vr7gf2
title: Occurrence Download

description: A dataset containing 40905 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucanthemum ircutianum (Turcz.) DC."
 ]
}

 The dataset includes 40905 records from 592 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011619-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ddy8qm
title: Occurrence Download

description: A dataset containing 152660 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Apodemus sylvaticus (Linnaeus, 1758)"
 ]
}

 The dataset includes 152660 records from 1103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011611-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v83wjh
title: Occurrence Download

description: A dataset containing 484 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Apalis flavigularis Shelley, 1893)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 484 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001090-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.