cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.1594/pangaea.895631
title: Processed multinet CTD data from MARIA S. MERIAN cruise MSM44

description: Research expedition MSM44 took place from June 30th, 2016 (Nuuk, Greenland) to July 30th, 2016 (Nuuk, Greenland). CTD data for 17 stations with a total of 45 individual casts along the cruise track were recorded using a Sea & Sun Technology CTD90M (SN 979) down to depths of 500m. The CTD was equipped with the following sensors: Temperature sensor Pt100 model 1509 (Thermal Developments International), Conductivity sensor 7-pole platinum coated electrode cell in quartz glass (Sea & Sun Technology), Seapoint Chlorophyll Fluorometer (Seapoint), dissolved oxygen sensor (DO522M18, Clark type, OxyGuard) and single rod electrode ph sensor (AMT Analysenmesstechnik GmbH). The data files contain the data for temperature, salinity, density, dissolved oxygen concentration and chlorophyll a concentration; as raw data and processed and flagged according to the recommendations for real-time data processing of EuroGOOS and GTSPP, as well as the outlier detection method CoTeDe (https://github.com/castelao/CoTeDe). Biogeographic regions are determined according to Spalding et al. (2012). TEOS-10 unit conversions have been performed with the GSW Oceanographic Toolbox (McDougall and Barker, 2011).
DOI: 10.15468/dl.cx6nfy
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Charmosyna josefinae (Finsch, 1873)"
 ]
}

 The dataset includes 109 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003087-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xepbkr
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Benin",
 "HasCoordinate is true",
 "TaxonKey is Cercopithecus erythrogaster erythrogaster",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039343-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.902343
title: Swath sonar bathymetry during MARIA S. MERIAN cruise MSM44 with links to multibeam raw data files, EM1002

description: Contact mailto:infobathy@awi.de for data access.
DOI: 10.15468/dl.b3ppgc
title: Occurrence Download

description: A dataset containing 2299 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anthocharis cardamines (Linnaeus, 1758)",
 "Year 1970-2000"
 ]
}

 The dataset includes 2299 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105322-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bvyufs
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gaultheria sanguinolenta (Sleumer) Kron & P.W.Fritsch"
 ]
}

 The dataset includes 30 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010389-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fzalol
title: Occurrence Download

description: A dataset containing 277441 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex crispus L.",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 277441 records from 691 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039344-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7magbx
title: Occurrence Download

description: A dataset containing 10149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "SampleSizeValue 0.0-1000000.0",
 "TaxonKey is one of (Pinus thunbergii, Pinus brutia, Pinus canariensis, Pinus elliottii, Pinus halepensis, Pinus montezumae, Pinus nigra, Pinus patula, Pinus pinaster, Pinus pinea, Pinus strobus, Pinus sylvestris, Pinus sylvestris mongolica, Pinus armandii, Pinus tabuliformis, Pinus densiflora)"
 ]
}

 The dataset includes 10149 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005642-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48331/scielodata.ganuqs/z1absr
title: Suplemmentary_figure_1.jpg

description: Macrophage polarization and flow cytometry analysis. CD14⁺ monocytes were cultured in vitro and differentiated into M1 or M2 macrophages. Following an initial 24-hour incubation, M1 polarization was induced by treatment with lipopolysaccharide (LPS) and interferon-gamma (IFN-γ), whereas M2 polarization was achieved by stimulation with interleukin-4 (IL-4) and interleukin-13 (IL-13) for an additional 48 hours. Cells were harvested, gated on CD68⁺ macrophages, and analyzed by flow cytometry for surface markers HLA-DR, CD206, and CD86 to confirm polarization states.
DOI: 10.48331/scielodata.ganuqs/5pox2g
title: Supplementary_Figure_S2

description: Migration assay 24h- SCC25 cell line
DOI: 10.48331/scielodata.ganuqs/vt01od
title: Supplementary_Figure_S3

description: Migration assay 24h- Detroit 562 cell line
DOI: 10.48331/scielodata.ganuqs/yhszoj
title: README.txt
DOI: 10.15468/dl.trdbyw
title: Occurrence Download

description: A dataset containing 861 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Breynia disticha)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 861 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005644-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q8e8dr
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces lincolnensis Mason et al., 1963"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013555-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jjrtwm
title: Occurrence Download

description: A dataset containing 90503 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Vicia cracca L.",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 90503 records from 344 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013547-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25378/janelia.28063325
title: MouseLight Neuron AA1639

description: A vast neural tracing effort by a team of Janelia scientists has upped the number of fully-traced neurons in the mouse brain by a factor of 10. Researchers can now download and browse the data in three dimensions. Inside the mouse brain, individual neurons zigzag across hemispheres, embroider branching patterns and, researchers have now discovered, can even spool out spindly fibers up to 45 centimeters long. Scientists can see and explore these wandering neural traces in 3-D in the most detailed map of mouse brain wiring yet created. The map reconstructs the shape and position of more than 300 of the 70 million neurons in the mouse brain. Previous efforts to trace the path of individual neurons had topped out in the dozens. The selectively-labeled neurons were mapped in an iterative process with two-photon microscopy. The brain is sliced in 200-micron sections and a few dozen neurons are labeled at a time and imaged. Each brain imaged yields about 50 terabytes of data, each containing mapped neurons which can be browsed via the NeuronBrowser application at https://ml-neuronbrowser.janelia.org/. Researchers interested in the complete raw data set should contact Janelia to discuss obtaining it via hardware transfer.
DOI: 10.15468/dl.w4qbsa
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oreochromis niloticus x Oreochromis mossambicus"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042661-241126133413365/datasets/export for details.
DOI: 10.15468/dl.mpc5fa
title: Occurrence Download

description: A dataset containing 1831 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scyliorhinus stellaris (Linnaeus, 1758)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 1831 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042662-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.whc325
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pratylenchus sudanensis Loof & Yassin, 1971"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042663-241126133413365/datasets/export for details.
DOI: 10.15468/dl.utv8gn
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oreochromis mossambicus x Oreochromis niloticus"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042664-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ht8q4e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tradescantia fluminensis Leakenensis Rainbow"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042665-241126133413365/datasets/export for details.
DOI: 10.15468/dl.edpcef
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scymnodon ringens Barbosa du Bocage & de Brito Capello, 1864",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 55 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042667-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzvdj8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pratylenchus sudanensis Loof & Yassin, 1971"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042666-241126133413365/datasets/export for details.
DOI: 10.15468/dl.mwnbk7
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oreochromis aureus x Oreochromis niloticus"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042668-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xhpm27
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tradescantia fluminensis Vell.Conc."
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042669-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jhc3gq
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Searsia koefoedi Parr, 1937",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 58 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042670-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14527305
title: Benchmark Dataset for Impact4Cast: Forecasting high-impact research topics via machine learning on evolving knowledge graphs

description: This dataset, from the paper 'Forecasting high-impact research topics via machine learning on evolving knowledge graphs' by Xuemei Gu and Mario Krenn, includes benchmark data for evaluating fully connected NNs, Transformers, Random Forest, and XGBoost on prediction tasks with 2-4 year training and 1-5 year evaluation intervals across two impact ranges (IR). It also provides some examples about 10M evaluation samples (2019-2022) with raw outputs from a neural network trained on 2016-2019 data.
DOI: 10.5281/zenodo.14527306
title: Benchmark Dataset for Impact4Cast: Forecasting high-impact research topics via machine learning on evolving knowledge graphs

description: This dataset, from the paper 'Forecasting high-impact research topics via machine learning on evolving knowledge graphs' by Xuemei Gu and Mario Krenn, includes benchmark data for evaluating fully connected NNs, Transformers, Random Forest, and XGBoost on prediction tasks with 2-4 year training and 1-5 year evaluation intervals across two impact ranges (IR). It also provides some examples about 10M evaluation samples (2019-2022) with raw outputs from a neural network trained on 2016-2019 data.
DOI: 10.15468/dl.44mqq4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coptodisca juglandella (Chambers, 1874)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042671-241126133413365/datasets/export for details.
DOI: 10.15468/dl.kf2ja7
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oreochromis niloticus x Oreochromis aureus"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042672-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d7fddb
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sebastes alutus (Gilbert, 1890)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 71 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042673-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zn7jq6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cricotopus subletteorum Spies, 1998"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042675-241126133413365/datasets/export for details.
DOI: 10.15468/dl.ubvmda
title: Occurrence Download

description: A dataset containing 326368 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lactuca serriola L."
 ]
}

 The dataset includes 326368 records from 2583 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042651-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b5749g
title: Occurrence Download

description: A dataset containing 4301194 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Tropicos MO Specimen Data"
 ]
}

 The dataset includes 4301194 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005019-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b6efqt
title: Occurrence Download

description: A dataset containing 1915255 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON Z((-99.70042 19.84126 0,-99.65944 18.69659 0,-98.60852 18.70164 0,-98.67973 19.26132 0,-99.39266 19.84363 0,-99.70042 19.84126 0))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata"
 ]
}

 The dataset includes 1915255 records from 200 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005006-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pxz3jx
title: Occurrence Download

description: A dataset containing 144 records in GBIF matching the query:
SELECT
 "year",
 COUNT(*) occurrences
FROM
 occurrence
WHERE
 occurrence.datasetkey = '50c9509d-22c7-4a22-a47d-8c48425ef4a7'
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND occurrence.occurrencestatus = 'PRESENT'
 AND occurrence."year" IS NOT NULL
GROUP BY
 occurrence."year"

 The dataset's 144 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005018-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17467116
title: Athlete Innovation & Smart Medicine 5G

description: Description:

The Athlete Innovation & Smart Medicine 5G (AISM 5G) project is a pioneering initiative aimed at creating a comprehensive, technology-driven ecosystem for sports medicine, rehabilitation, and innovation. The project integrates four main components:

 

1. Smart Sports Hospital: Advanced medical facilities for the treatment and rehabilitation of professional and amateur athletes, utilizing cutting-edge technologies such as CyberKnife, NanoKnife, CryoShockwave, and MRgFUS.

 

 

2. Specialized University/College: Offering academic programs in sports medicine, physiotherapy, biomedical engineering, and applied artificial intelligence for sports.

 

 

3. Research & AI Center: Developing locally manufactured rehabilitation devices, analyzing player performance, predicting injuries using AI, and collaborating with international research institutions such as MIT Sports Lab, Aspetar, and Mayo Clinic.

 

 

4. Sports Entity & International Marketing: Partnering with major sports clubs to enhance visibility, attract international athletes, and position Egypt as a regional hub for smart sports medicine and technological innovation.

 

 

 

Strategic Goals:

 

Establish the first smart sports hospital in Africa.

 

Train medical and research personnel in advanced AI and biomedical techniques.

 

Develop innovative local rehabilitation devices with global partnerships.

 

Attract international athletes and teams for treatment and rehabilitation.

 

Build a scalable, exportable model for the Middle East and Africa.

 

 

Vision:

To make Egypt a leading regional center for sports medicine, smart rehabilitation, and technological innovation, combining healthcare, education, and research under a unified ecosystem.
DOI: 10.5281/zenodo.17467117
title: Athlete Innovation & Smart Medicine 5G

description: Description:

The Athlete Innovation & Smart Medicine 5G (AISM 5G) project is a pioneering initiative aimed at creating a comprehensive, technology-driven ecosystem for sports medicine, rehabilitation, and innovation. The project integrates four main components:

 

1. Smart Sports Hospital: Advanced medical facilities for the treatment and rehabilitation of professional and amateur athletes, utilizing cutting-edge technologies such as CyberKnife, NanoKnife, CryoShockwave, and MRgFUS.

 

 

2. Specialized University/College: Offering academic programs in sports medicine, physiotherapy, biomedical engineering, and applied artificial intelligence for sports.

 

 

3. Research & AI Center: Developing locally manufactured rehabilitation devices, analyzing player performance, predicting injuries using AI, and collaborating with international research institutions such as MIT Sports Lab, Aspetar, and Mayo Clinic.

 

 

4. Sports Entity & International Marketing: Partnering with major sports clubs to enhance visibility, attract international athletes, and position Egypt as a regional hub for smart sports medicine and technological innovation.

 

 

 

Strategic Goals:

 

Establish the first smart sports hospital in Africa.

 

Train medical and research personnel in advanced AI and biomedical techniques.

 

Develop innovative local rehabilitation devices with global partnerships.

 

Attract international athletes and teams for treatment and rehabilitation.

 

Build a scalable, exportable model for the Middle East and Africa.

 

 

Vision:

To make Egypt a leading regional center for sports medicine, smart rehabilitation, and technological innovation, combining healthcare, education, and research under a unified ecosystem.