cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.jpcjfc
title: Occurrence Download

description: A dataset containing 3262 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carex mucronata, Carex mucronata, Carex mucronata, Carex mucronata)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 3262 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012607-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18488680
title: IODP Expedition 368 Rig instrumentation

description: Operational rig information data were measured using a variety of sensors and compiled using the RigWatch software package. Approximately 50 channels of drilling/coring data are captured in real time during the expedition. Data are presented as ASCII files extracted from the proprietary RigWatch data files and are presented by expedition. RigWatch data in time or depth domain can be imported into graphics and analysis programs to be merged and correlated with core physical properties data to enhance assessment of poor core recovery intervals.
DOI: 10.5281/zenodo.18488679
title: IODP Expedition 368 Rig instrumentation

description: Operational rig information data were measured using a variety of sensors and compiled using the RigWatch software package. Approximately 50 channels of drilling/coring data are captured in real time during the expedition. Data are presented as ASCII files extracted from the proprietary RigWatch data files and are presented by expedition. RigWatch data in time or depth domain can be imported into graphics and analysis programs to be merged and correlated with core physical properties data to enhance assessment of poor core recovery intervals.
DOI: 10.15468/dl.vae8q7
title: Occurrence Download

description: A dataset containing 1524 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Potentilla anserina, Potentilla anserina, Potentilla anserina viridis, Potentilla anserina nuda, Potentilla anserina grandis)"
 ]
}

 The dataset includes 1524 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012611-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g7yjnb
title: Occurrence Download

description: A dataset containing 9431 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carex muricata, Carex muricata, Carex muricata, Carex muricata, Carex muricata, Carex muricata, Carex muricata, Carex pairae, Carex pairaei, Carex polyphylla, Carex spicata, Carex spicata, Carex spicata, Carex spicata, Carex spicata, Carex spicata, Carex guestphalica, Carex guestphalica, Carex guestphalica, Carex leersii, Carex leersii, Carex leersiana, Carex leersiana, Carex leersiana, Carex contigua)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 9431 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012610-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9rjkj
title: Occurrence Download

description: A dataset containing 297 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-101.16099 25.20382,-101.00124 25.28769,-100.93312 25.32482,-100.23033 25.50072,-99.58494 25.66441,-99.51299 25.68746,-99.46968 25.70702,-99.44593 25.7175,-99.40052 25.73556,-99.34434 25.74744,-99.31709 25.75442,-99.28426 25.76106,-98.20502 25.88585,-98.04073 25.94297,-98.0262 26.03115,-98.01977 26.20701,-97.80688 26.68205,-97.93503 26.78315,-98.36528 27.12258,-98.75126 26.31335,-100.06239 25.60821,-100.26723 25.58078,-100.41863 25.50762,-100.60457 25.48011,-100.65473 25.47269,-100.809 25.50237,-100.9047 25.48421,-100.9668 25.47345,-101.0451 25.50586,-101.23643 25.58242,-101.28812 25.34493,-101.21079 25.24963,-101.16099 25.20382))",
 "TaxonKey is Crotalus atrox",
 "Year 2015-2025"
 ]
}

 The dataset includes 297 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012612-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18479510
title: Dataset for: 3D reconstruction of human liver tissue at cellular resolution

description: The liver contains an intricate microstructure that is critical for proper liver function. Architectural disruption of this spatial structure is pathologic. Unfortunately, 2D histopathology – the gold standard for pathological understanding of many liver diseases – can misrepresent or leave gaps in our understanding of complex 3D structural features. Here, we utilized immunostaining, tissue clearing, microscopy, and computational software to create 3D multilobular reconstructions of both non-fibrotic and cirrhotic human liver tissue. We found that spatial architecture in human cirrhotic liver samples with varying etiologies had sinusoid zonal dysregulation, reduction in glutamine synthetase-expressing pericentral hepatocytes, regression of central vein networks, disruption of hepatic arterial networks, and fragmentation of biliary networks, which together suggest a pro-portalization/decentralization phenotype in cirrhotic tissue. Further implementation of 3D pathological analyses may provide a deeper understanding of cirrhotic pathobiology and inspire novel treatments for liver disease.
DOI: 10.5281/zenodo.18479511
title: Dataset for: 3D reconstruction of human liver tissue at cellular resolution

description: The liver contains an intricate microstructure that is critical for proper liver function. Architectural disruption of this spatial structure is pathologic. Unfortunately, 2D histopathology – the gold standard for pathological understanding of many liver diseases – can misrepresent or leave gaps in our understanding of complex 3D structural features. Here, we utilized immunostaining, tissue clearing, microscopy, and computational software to create 3D multilobular reconstructions of both non-fibrotic and cirrhotic human liver tissue. We found that spatial architecture in human cirrhotic liver samples with varying etiologies had sinusoid zonal dysregulation, reduction in glutamine synthetase-expressing pericentral hepatocytes, regression of central vein networks, disruption of hepatic arterial networks, and fragmentation of biliary networks, which together suggest a pro-portalization/decentralization phenotype in cirrhotic tissue. Further implementation of 3D pathological analyses may provide a deeper understanding of cirrhotic pathobiology and inspire novel treatments for liver disease.
DOI: 10.5065/d67m06q6
title: TIMEGCM neutral temperatures, horizontal winds and geopotential heights from ~100 to 450 km for 2013 SSW (simulation with Lunar M2 & N2 forcing & WACCM-X/GEOS5 nudging)
DOI: 10.15468/dl.2deywc
title: Occurrence Download

description: A dataset containing 172 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bothriechis nigroviridis"
 ]
}

 The dataset includes 172 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012613-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvd66a
title: Occurrence Download

description: A dataset containing 37057 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carex nigra, Carex nigra, Carex nigra, Carex nigra, Carex nigra, Carex nigra, Carex nigra, Carex fusca, Carex fusca, Carex fusca, Carex fusca, Carex stolonifera, Carex stolonifera, Carex stolonifera, Carex stolonifera, Carex goodenowii, Carex juncella)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 37057 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012614-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rvpbcb
title: Occurrence Download

description: A dataset containing 1526 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saimiri cassiquiarensis"
 ]
}

 The dataset includes 1526 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012616-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/adb2bb
title: SBBG - Clifton Smith Herbarium, Santa Barbara Botanic Garden

description: The SBBG natural history collections house the region's largest scientific collection of preserved Central Coast and California Channel Islands vascular plants, bryophytes, lichens, and macrofungi. Across these collections, the Garden curates approximately 214,000 specimens. Vascular plant specimen data are served on this portal (https://cch2.org/). Lichen specimen data are served on the Consortium of North American Lichen Herbaria (https://lichenportal.org/cnalh/). Macrofungus specimen data are served on the Mycology Collections Portal (https://mycoportal.org/portal/index.php). Bryophyte data are served on the Consortium of Bryophyte Herbaria (https://bryophyteportal.org/portal/).
DOI: 10.15468/itilxv
title: TransForest - vegetation, lichen and fungi data 2016

description: Species list of vascular plants, lichens and wood-living fungi recorded in 100 x 100 m plots in the project "TransForest".
DOI: 10.15468/vomcvi
title: Seabirds in Norway - Estimated population sizes (SEAPOP)

description: Estimated population sizes for breeding locations based on monitoring series in closest colony during breeding season. Data from Norway (NINA) and Svalbard (Norwegian Polar Institute)
DOI: 10.15784/602004
title: ring shear transient drag vs effective stress data

description: This data was used to constrain the relationship between effective stress, porosity and drag as the effective stress was transiently varied.
DOI: 10.5281/zenodo.18488674
title: comparison between controlled and natural language

description: In natural language indexing, any term that appears in the title, abstract or text of a document record may be an index term. There is no mechanism to control the use of terms for such indexing. Similarly, the searcher is not expected to use any controlled list of terms.

In Controlled Language it is a standardized set of authorized words and terms used for indexing and searching information. In this system only approved terms are used to represent subjects.
DOI: 10.5281/zenodo.18488675
title: comparison between controlled and natural language

description: In natural language indexing, any term that appears in the title, abstract or text of a document record may be an index term. There is no mechanism to control the use of terms for such indexing. Similarly, the searcher is not expected to use any controlled list of terms.

In Controlled Language it is a standardized set of authorized words and terms used for indexing and searching information. In this system only approved terms are used to represent subjects.
DOI: 10.15468/z643qt
title: RSA - California Botanic Garden Microscope Slide Collection

description: California Botanic Garden's microscope slide collection comprises over 100,000 anatomical and palynological microscope slides. Major contributors to the collection include Sherwin Carlquist, J. Travis Columbus, and Clyde Calvin.
DOI: 10.15468/csqe6s
title: RSA - California Botanic Garden Xylarium

description: The combined Herbarium of California Botanic Garden (RSA) and Pomona College (POM) is a museum-quality collection of vascular plant and bryophyte specimens. With current holdings totaling over 1,250,000 specimens, the Herbarium is the third largest in California. The Herbarium is recognized throughout the world for its strength in documenting the diversity, distribution, variation, and ecology of more than 6,500 species of flowering plants, conifers, and ferns in California, which constitutes nearly 50% of the total collection. The holdings from Southern California exceed 250,000 and are unsurpassed by any other herbarium. Approximately 95% of the collection is composed of mounted sheets and filed according to a standardized system of classification. Ancillary collections that augment the collection include a cone &amp; fruit collection, wood collection, fluid preserved collection, and pollen and anatomy slide collection.
DOI: 10.15468/dl.6tywbh
title: Occurrence Download

description: A dataset containing 11485 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carex ornithopoda)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 11485 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012618-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b5u4tw
title: Occurrence Download

description: A dataset containing 193 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oophaga solanensis"
 ]
}

 The dataset includes 193 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012619-260129131611470/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/14735222
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15784/602003
title: Till flux dependence on effective pressure

description: Deformation of subglacial sediment during basal slip shapes the beds of many fast-flowing glaciers and ice streams. The resultant sediment flux impacts glacier dynamics and rates of subglacial erosion over a range of timescales, but its fundamental dependencies are not well understood. Using a cryogenic ring shear device, we conducted a suite of experiments to investigate the effects of both effective normal stress and slip speed on rates of till transport. Sediment fluxes were computed using digital image correlation from a photographic time series of the till bed. We find a near linear relationship between sediment flux and slip speed, but a non-monotonic, double-valued dependency of sediment flux on effective stress. Deformation primarily occurred in a narrow shear band near the ice sole, the thickness of which could vary with both parameters. Coupling between ice and till increased at higher slip speeds and effective stresses and scaled the magnitude of the flow profile.
DOI: 10.15468/dl.r3pvbb
title: Occurrence Download

description: A dataset containing 26600 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carex pallescens)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 26600 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012621-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jr7h6g
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Rubus ulmifolius, Rubus ulmifolius, Rubus ulmifolius acuminatifrons, Rubus canescens × ulmifolius)"
 ]
}

 The dataset includes 21 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012622-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18488694
title: IODP Expedition 369 Rig instrumentation

description: Operational rig information data were measured using a variety of sensors and compiled using the RigWatch software package. Approximately 50 channels of drilling/coring data are captured in real time during the expedition. Data are presented as ASCII files extracted from the proprietary RigWatch data files and are presented by expedition. RigWatch data in time or depth domain can be imported into graphics and analysis programs to be merged and correlated with core physical properties data to enhance assessment of poor core recovery intervals.
DOI: 10.5281/zenodo.18488695
title: IODP Expedition 369 Rig instrumentation

description: Operational rig information data were measured using a variety of sensors and compiled using the RigWatch software package. Approximately 50 channels of drilling/coring data are captured in real time during the expedition. Data are presented as ASCII files extracted from the proprietary RigWatch data files and are presented by expedition. RigWatch data in time or depth domain can be imported into graphics and analysis programs to be merged and correlated with core physical properties data to enhance assessment of poor core recovery intervals.
DOI: 10.15468/dl.ghwqbq
title: Occurrence Download

description: A dataset containing 335647 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Ascomycota"
 ]
}

 The dataset includes 335647 records from 420 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012581-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.thaadv
title: Occurrence Download

description: A dataset containing 1925 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Mustela nigripes"
 ]
}

 The dataset includes 1925 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012623-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ea9rw8
title: Occurrence Download

description: A dataset containing 19330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cynomys ludovicianus"
 ]
}

 The dataset includes 19330 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012624-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/8sx2ag
title: SDSU - Vascular Plants of the San Diego State University Herbarium

description: The San Diego State University Herbarium (SDSU) is a depository of over 27,000 pressed and mounted specimens of vascular plants and over 400 specimens of algae, used in research and teaching. We have also initiated a bryophyte and lichen collection. The purpose of these specimens is to serve as: 1) voucher documentation for research projects; 2) resources for plant identification; and 3) exemplars in plant courses. In addition, the herbarium both receives and provides loans of plant specimens used in active systematic research. The herbarium collection specializes in land plant specimens from San Diego County, California, and Baja California, with some collections from Australia, Chile, and the south Pacific.
DOI: 10.15468/dl.z4st7w
title: Occurrence Download

description: A dataset containing 39163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carex panicea, Carex panicea, Carex panicea, Carex panicea)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 39163 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012625-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8baak7
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Spatula discors"
 ]
}

 The dataset includes 60 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012627-260129131611470/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.31249567.v1
title: BBC Igbo–Pidgin Gold-Standard NLP Corpus

description: This corpus is a high-quality, manually annotated collection of BBC Igbo and BBC Pidgin news article snippets, designed to support natural language processing research in West African languages. It includes 63 BBC Igbo snippets annotated for intent classification, content quality, and sentiment, alongside 63 BBC Igbo snippets for sentence segmentation. Additionally, it contains 91 BBC Pidgin snippets annotated for intent, quality, and sentiment, and 91 BBC Pidgin snippets annotated for Named Entity Recognition (NER).All annotations were produced by <b>Bytte AI</b> following consistent, task-specific guidelines and reflect real-world journalistic language. While these are representative samples rather than full datasets, they provide a reliable foundation for benchmarking, model training, and evaluation across multiple NLP tasks in low-resource African languages.
DOI: 10.15468/dl.p3fzc7
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vipera olguni"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012629-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.