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

description: A dataset containing 523 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malus coronaria (L.) Mill.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (United States of America, Canada)"
 ]
}

 The dataset includes 523 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0272102-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.txnnby
title: Occurrence Download

description: A dataset containing 84500690 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Accipitriformes"
 ]
}

 The dataset includes 84500690 records from 6927 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023248-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.63t3wp
title: Occurrence Download

description: A dataset containing 672 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spizocorys fringillaris (Sundevall, 1850)"
 ]
}

 The dataset includes 672 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002262-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5rye7x
title: Occurrence Download

description: A dataset containing 992 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bactrocera invadens Drew, Tsuruta & White, 2005"
 ]
}

 The dataset includes 992 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002263-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mw3xue
title: Occurrence Download

description: A dataset containing 312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malapterurus Lacepède, 1803",
 "Year 2000-2025"
 ]
}

 The dataset includes 312 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002264-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.949490
title: Species corrected benthic foraminifera stable oxygen (δ18O) and carbon (δ13C) isotope from IODP Site 303-U1302 and Site 303-U1303
DOI: 10.15468/dl.w2b2mw
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pulsatilla integrifolia (Miyabe & Tatew.) Tatew. & Okwi ex Vorosch."
 ]
}

 The dataset includes 22 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002266-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nds3t2
title: Occurrence Download

description: A dataset containing 1073 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helogenes Günther, 1863",
 "Year 1973-2025"
 ]
}

 The dataset includes 1073 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002267-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ban64
title: Occurrence Download

description: A dataset containing 465379 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "Country is one of (United States of America, United States Minor Outlying Islands, American Samoa, Micronesia (Federated States of), Guam, Marshall Islands, Northern Mariana Islands, Puerto Rico, Palau, Virgin Islands (U.S.))",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Andrenidae)"
 ]
}

 The dataset includes 465379 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002245-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c5yx9a
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "Month is one of (June, July, August)",
 "TaxonKey is Ursus maritimus Phipps, 1774",
 "Year 1992-2000"
 ]
}

 The dataset includes 13 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002269-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11629114
title: Antarctic Ecosystem Inventory: Spatial data for Ice-free lands v1.0

description: This is Antarctica’s first comprehensive ecosystem map of ice-free lands. The data comprise a spatially explicit 3-tiered hierarchical ecosystem classification with nine Major Environment Types (tier 1), 33 Habitat Complexes (tier 2) and 269 Bioregional Ecosystem Types (tier 3). These Bioregional Ecosystem Types are aligned with ‘level 4’ of the IUCN Global Ecosystem Typology (Keith et al. 2022). 

The spatial data are available in raster format (TIF) at 100 m resolution in the Polar Stereographic Projected Coordinate System (GCS_WGS_1984) for all known ice-free areas south from latitude -57.330551 decimal degrees South (pdf map shows extent of ice-free areas in relation to terrestrial ice and ice shelves). A value attribute table (VAT) provides text fields containing codes and full names for each unit in each level of the classification hierarchy and the spatial extent of tier 3 units in hectares.

Methods of development, source data and uses of the inventory are detailed by Tóth et al. (2025a). Descriptive profiles for tier 1 and 2 units are available in Tóth et al. (2025b).

ReferencesKeith, D.A., Ferrer-Paris, J.R., Nicholson, E., Bishop, M.J., Polidoro, B.A., Ramirez-Llodra, E., Tozer, M.G., Nel, J.L., Nally, R. Mac, Gregr, E.J., Watermeyer, K.E., Essl, F., Faber-Langendoen, D., Franklin, J., Lehmann, C.E.R., Etter, A., Roux, D.J., Stark, J.S., Rowland, J.A., Brummitt, N.A., Fernandez-Arcaya, U.C., Suthers, I.M., Wiser, S.K., Donohue, I., Jackson, L.J., Pennington, R.T., Iliffe, T.M., Gerovasileiou, V., Giller, P., Robson, B.J., Pettorelli, N., Andrade, A., Lindgaard, A., Tahvanainen, T., Terauds, A., Chadwick, M.A., Murray, N.J., Moat, J., Pliscoff, P., Zager, I. & Kingsford, R.T. (2022) A function-based typology for Earth’s ecosystems. Nature 610, 513–518. [doi: 10.1038/s41586-022-05318-4].Tóth, A.B., Terauds, A., Chown, S.L., Hughes, K.A., Convey, P., Hodgson, D.A., Cowan, D.A., Gibson, J., Leihy, R.I., Murray, N.J., Robinson, S.A., Shaw, J.D., Stark, J.S., Stevens, M.I., van den Hoff, J., Wasley, J. and Keith D.A. (2025a). A dataset of Antarctic ecosystems in ice-free lands: classification, descriptions, and maps. Scientific Data 12, 133. [https://doi.org/10.1038/s41597-025-04424-y] Tóth, A.B., Terauds, A., Chown, S.L., Hughes, K.A., Convey, P., Hodgson, D.A., Cowan, D.A., Gibson, J., Leihy, R.I., Murray, N.J., Robinson, S.A., Shaw, J.D., Stark, J.S., Stevens, M.I., van den Hoff, J., Wasley, J. & Keith D.A. (2025b). Antarctic Ecosystem Inventory: Descriptive profiles for ice-free lands v1.0. DOI: 110.5281/zenodo.14625890. Australian Antarctic Data Centre.
DOI: 10.15468/dl.5qevcx
title: Occurrence Download

description: A dataset containing 359309 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "Country is one of (United States of America, United States Minor Outlying Islands, American Samoa, Micronesia (Federated States of), Guam, Marshall Islands, Northern Mariana Islands, Puerto Rico, Palau, Virgin Islands (U.S.))",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Megachilidae)"
 ]
}

 The dataset includes 359309 records from 147 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002246-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aeu73n
title: Occurrence Download

description: A dataset containing 723 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "DatasetKey is Coleção de Ictiologia do MZUSP",
 "TaxonKey is Geophagus Heckel, 1840",
 "Year 2000-2025"
 ]
}

 The dataset includes 723 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002271-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ncx9sa
title: Occurrence Download

description: A dataset containing 15980 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cyperus difformis L."
 ]
}

 The dataset includes 15980 records from 542 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002270-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5hhxt3
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "PublishingOrg is 32e82a64-c9b4-4b2f-9fbd-d446309b973f",
 "TaxonKey is Rubus flagellaris Willd."
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002272-250121130708018/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.28261811
title: Supplementary Material for: Proteomics and recurrence of atrial fibrillation: a pilot study nested in the PREDIMAR trial

description: Introduction: Atrial fibrillation (AF) is the most common sustained cardiac arrhythmia worldwide. Although catheter ablation is the most efficacious therapy, relapses occur frequently (30%) in the first year after ablation. Novel biomarkers of recurrence are needed for a better prediction of recurrence and management of AF. In this pilot study, we aimed to analyze the baseline proteome of subjects included in a case-control study to find differential proteins associated with AF recurrence.
Methods: Baseline serum proteomics (354 proteins) data from 16 cases (recurrent AF) and 17 controls (non-recurrent) were obtained using MS/MS analysis. False discovery rate was performed using a nonlinear fitting method for the selection of proteins. Logistic regression models were used to further analyze the association between differentially expressed proteins and AF recurrence
Results: Ten proteins were differentially represented in cases vs controls. Two were upregulated in the cases compared to the controls: keratin type I cytoskeletal 17 (FC=2.14; p=0.017) and endoplasmic bifunctional protein (Fold-change [FC]=1.65; p=0.032). And eight were downregulated in the cases compared to the controls: C4bpA (FC=0.64; p=0.006), coagulation factor XI (FC=0.83; p=0.011), CLIC1 (FC=0.62; p=0.017), haptoglobin (FC=0.37; p=0.021), Ig alpha-2 chain C region (FC=0.49; p=0.022), C4bpB (FC=0.73; p=0.028), N-acetylglucosamine-1-phosphotransferase subunit gamma (FC=0.61; p=0.033) and platelet glycoprotein Ib alpha chain (FC=0.84; p=0.038).
Conclusion: This pilot study identifies ten differentially expressed serum proteins associated with AF recurrence, offering potential biomarkers for improved prediction and management.
DOI: 10.15468/dl.7d685e
title: Occurrence Download

description: A dataset containing 537 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Retroculus Eigenmann & Bray, 1894"
 ]
}

 The dataset includes 537 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002273-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.rrokuraa
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (818312 records)
DOI: 10.5281/zenodo.14723078
title: Global Digital Holography Microscopy Market 2025 To 2034

description: Digital Holography Microscopy Market Size, Trends and Insights By Offering (Hardware, Software), By End User (Рhаrmасеutісаl & Віоtесhnоlоgу Соmраnіеѕ, Rеѕеаrсh Оrgаnіzаtіоnѕ, Асаdеmіс Меdісаl Сеntеrѕ, Ноѕріtаlѕ & Сlіnісѕ, Others), By Type (Lаbеl-Frее Іntеrfеrоmеtrіс Тесhnіquе, Quаntіtаtіvе Рhаѕе Іmаgе), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025–2034.

Reports Description

Global Digital Holography Microscopy Market was valued at USD 785.34 Million in 2025 and is expected to reach USD 2,411.02 Million by 2034, at a CAGR of 12.02% from 2025 – 2034.

Digital holographic microscopy (DHM) combines digital holography with microscopy to allow transparent cells to be visualized with classic cell culture plates. The digital holography microscopy market includes different hardware, software, and services that can be used for cellular processing, quality inspection, drug discovery, etc.

The digital holographic microscopy (dh) market is mainly driven by the demand for advanced imaging systems that use holography principles to provide high-resolution, three-dimensional images of microscopic objects. These systems allow for recording interference patterns of light scattered from different objects to enable precise measurements of both amplitude and phase information. The VoIP technology enables non-invasive, label-free imaging and is thus an essential research technique in bio-medical research, material science, and industrial quality control.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=61167
DOI: 10.5281/zenodo.14723079
title: Global Digital Holography Microscopy Market 2025 To 2034

description: Digital Holography Microscopy Market Size, Trends and Insights By Offering (Hardware, Software), By End User (Рhаrmасеutісаl & Віоtесhnоlоgу Соmраnіеѕ, Rеѕеаrсh Оrgаnіzаtіоnѕ, Асаdеmіс Меdісаl Сеntеrѕ, Ноѕріtаlѕ & Сlіnісѕ, Others), By Type (Lаbеl-Frее Іntеrfеrоmеtrіс Тесhnіquе, Quаntіtаtіvе Рhаѕе Іmаgе), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025–2034.

Reports Description

Global Digital Holography Microscopy Market was valued at USD 785.34 Million in 2025 and is expected to reach USD 2,411.02 Million by 2034, at a CAGR of 12.02% from 2025 – 2034.

Digital holographic microscopy (DHM) combines digital holography with microscopy to allow transparent cells to be visualized with classic cell culture plates. The digital holography microscopy market includes different hardware, software, and services that can be used for cellular processing, quality inspection, drug discovery, etc.

The digital holographic microscopy (dh) market is mainly driven by the demand for advanced imaging systems that use holography principles to provide high-resolution, three-dimensional images of microscopic objects. These systems allow for recording interference patterns of light scattered from different objects to enable precise measurements of both amplitude and phase information. The VoIP technology enables non-invasive, label-free imaging and is thus an essential research technique in bio-medical research, material science, and industrial quality control.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=61167
DOI: 10.15468/dl.xxzz3f
title: Occurrence Download

description: A dataset containing 102627 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "Country is one of (United States of America, United States Minor Outlying Islands, American Samoa, Micronesia (Federated States of), Guam, Marshall Islands, Northern Mariana Islands, Puerto Rico, Palau, Virgin Islands (U.S.))",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Braconidae)"
 ]
}

 The dataset includes 102627 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002255-250121130708018/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.28255811
title: Weissella spp. wgMLST scheme.

description: Backup of BioNumerics Weissella spp. wgMLST scheme.
DOI: 10.15468/dl.wrs867
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pulsatilla taraoi (Makino) Takeda ex Zam. & Paegle"
 ]
}

 The dataset includes 43 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002274-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hrzc93
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "TaxonKey is Heterochromis Regan, 1922"
 ]
}

 The dataset includes 114 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002275-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gef3u6
title: Occurrence Download

description: A dataset containing 41383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Castor fiber Linnaeus, 1758",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 41383 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001189-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fvcw39
title: Occurrence Download

description: A dataset containing 68091 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vultur gryphus Linnaeus, 1758"
 ]
}

 The dataset includes 68091 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001266-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14083327
title: Curated Estonian National Bibliography - books
title: Kureeritud Eesti rahvusbibliograafia (raamatud)

description: This curated dataset is derived from the books subset of the Estonian National Bibliography (ENB), a comprehensive catalog of publications written in Estonian, published in Estonia, or focusing on Estonian culture and people. Designed for computational analysis, this dataset adapts the original catalog for research and cultural exploration.

Through a systematic process of filtering, cleaning, and harmonizing, the ENB dataset is presented in a streamlined tabular format that retains rich metadata while improving accessibility. Fields selected for inclusion are harmonized and, where possible, linked to external sources, offering an optimized and reproducible resource for historical, cultural, and bibliographic research.
DOI: 10.5281/zenodo.14708287
title: Curated Estonian National Bibliography - books
title: Kureeritud Eesti rahvusbibliograafia (raamatud)

description: This curated dataset is derived from the books subset of the Estonian National Bibliography (ENB), a comprehensive catalog of publications written in Estonian, published in Estonia, or focusing on Estonian culture and people. Designed for computational analysis, this dataset adapts the original catalog for research and cultural exploration.

Through a systematic process of filtering, cleaning, and harmonizing, the ENB dataset is presented in a streamlined tabular format that retains rich metadata while improving accessibility. Fields selected for inclusion are harmonized and, where possible, linked to external sources, offering an optimized and reproducible resource for historical, cultural, and bibliographic research.
DOI: 10.5281/zenodo.14675819
title: Curated Estonian National Bibliography - books
title: Kureeritud Eesti rahvusbibliograafia (raamatud)

description: This curated dataset is derived from the books subset of the Estonian National Bibliography (ENB), a comprehensive catalog of publications written in Estonian, published in Estonia, or focusing on Estonian culture and people. Designed for computational analysis, this dataset adapts the original catalog for research and cultural exploration.

Through a systematic process of filtering, cleaning, and harmonizing, the ENB dataset is presented in a streamlined tabular format that retains rich metadata while improving accessibility. Fields selected for inclusion are harmonized and, where possible, linked to external sources, offering an optimized and reproducible resource for historical, cultural, and bibliographic research.
DOI: 10.15151/esrf-es-2014380628
title: high throughput setup

description: measurement of powdeers from users
DOI: 10.15151/esrf-es-2017498590
title: Tomography of historical oil painting on wood canvas

description: This experiment aims to: 1) Evaluate the use of PPC-SRµCT on 17th c. painted works of art; 2) Establish the relevant level of spatial resolution for such studies; 3) Compare the obtained virtual cross-sections with microscopic SEM (BEI) images from real cross sections obtained from the same area of the painting. 
The explorative tomo measurements will be undertaken on (a) a thin oak panel painted mainly with lead white and earth colour pigments (small scale copy of Rembrandt selfportrait from 1634, Louvre) and (b) a curved oak panel painted with a large pigment palette (small scale copy in the style of Anthony Van Dyck). The latter painting shows pushed up paint in some areas, creating voids between the wood panel and the paint layers. Both paintings show significant filled-up paint lacunae below the surface.
DOI: 10.15151/esrf-es-2015682396
title: Protein dynamics of resurrected ancestral enzymes studied by crystallography

description: Adaptation of organisms to environmental niches is a hallmark of evolution. One prevalent example is that of thermal adaptation, where in two descendants evolve at
different temperature extremes. How dynamical changes due to adaptive mutations are allosterically propagated to the active site, to modulate activity, in different
thermally adapted enzyme is not known. To address this question we analyze the properties of resurrected ancestral enzymes engaged in a thermal adaptation route
we recapitulated. We will solve the crystal structure several billions-years old enzymes and we will explore their dynamical properties following X-rays data
collection at various temperature. We expect describing the evolutionary-driven reorganization of contacts network that are required to conserve appropriate
conformational stability and efficient functional dynamics during the early steps of an enzyme adaptive process.