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

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((111.59 41.171,123.23 41.171,123.23 46.41,111.59 46.41,111.59 41.171))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pinus sylvestris mongolica"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030374-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17597349
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS251113h Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS251113h Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.17597348
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS251113h Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS251113h Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.6084/m9.figshare.13366199
title: HPM beer prices

description: Data for HPM analysis of beer prices in Belgium (stata data file) containing description of beer types
DOI: 10.6084/m9.figshare.13366199.v1
title: HPM beer prices

description: Data for HPM analysis of beer prices in Belgium (stata data file) containing description of beer types
DOI: 10.15468/dl.x8ec58
title: Occurrence Download

description: A dataset containing 273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((-180 -90,180 -90,180 31,-180 31,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Buceros bicornis"
 ]
}

 The dataset includes 273 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030376-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uth24g
title: Occurrence Download

description: A dataset containing 93106 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is African fish collection of the Africamuseum"
 ]
}

 The dataset includes 93106 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030367-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17597355
title: GrippeWeb - Daten des Wochenberichts

description: Im Datensatz "GrippeWeb - Daten des Wochenberichts" des Robert Koch-Instituts werden wöchentliche, bevölkerungsbasierte Schätzungen zur Inzidenz akuter respiratorischer Erkrankungen (ARE) und grippeähnlicher Erkrankungen (ILI) in Deutschland bereitgestellt. GrippeWeb als Online-Portal zur partizipativen syndromischen Surveillance nutzt Selbstauskünfte freiwilliger, pseudonym registrierter Teilnehmender ab 16 Jahren zu Symptomen wie Husten, Fieber und Halsschmerzen. Daraus werden Inzidenzen nach Altersgruppen und Regionen errechnet. Die erhobenen Daten unterstützen die Überwachung saisonaler Infektionen und dienen der Risikobewertung in Pandemien wie COVID-19.
DOI: 10.5281/zenodo.17597356
title: SARI-Hospitalisierungsinzidenz

description: Im Datensatz "SARI-Hospitalisierungsinzidenz" des Robert Koch-Instituts werden die wöchentlichen Inzidenzen schwerer akuter respiratorischer Infektionen (SARI) auf Bundesebene in Deutschland bereitgestellt. Die Daten stammen aus der syndromischen Krankenhaussurveillance ICOSARI, die auf ICD-10-Diagnosecodes aus etwa 70 Sentinelkliniken basiert. Der Datensatz umfasst Hospitalisierungsinzidenzen pro 100.000 Einwohner, aufgeschlüsselt nach Altersgruppen, Saison und Kalenderwoche. Neben der Gesamtheit aller SARI-Fälle werden auch Fälle mit zusätzlicher COVID-19-, Influenza- oder RSV-Diagnose separat erfasst. Die Surveillance liefert entscheidende Informationen zur Krankheitslast akuter respiratorischer Erkrankungen und dient als Grundlage für epidemiologische Bewertungen und Empfehlungen für gesundheitspolitische Maßnahmen.
DOI: 10.15468/dl.vjn5nk
title: Occurrence Download

description: A dataset containing 466455261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 466455261 records from 16148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030341-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uyracv
title: Occurrence Download

description: A dataset containing 498 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Viviania marifolia Cav."
 ]
}

 The dataset includes 498 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003944-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqhpzj
title: Occurrence Download

description: A dataset containing 260 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Philadelphus coronarius",
 "Country is Slovakia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 260 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049244-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15558482
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250531b Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250531b Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15558483
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250531b Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250531b Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.17632/rxw5sv52dw
title: Unraveling the Regulatory Impact of LncRNA HNF1AOS1 on Hepatic Homeostasis in Mice-Final Calc for Mice Triglyceride Levels

description: Final Calc for Mice Triglyceride Levels (Absorbance)
DOI: 10.17632/rxw5sv52dw.1
title: Unraveling the Regulatory Impact of LncRNA HNF1AOS1 on Hepatic Homeostasis in Mice-Final Calc for Mice Triglyceride Levels

description: Final Calc for Mice Triglyceride Levels (Absorbance)
DOI: 10.17632/96dv2byb8x.1
title: Jupyter Notebook file with Python script of a MNIST classifier

description: Jupyter Notebook file with Python script of a MNIST classifier
DOI: 10.11583/dtu.25756179
title: Data set on "The magnetic properties of packings of cylinders"

description: This is the data repository containing the data behind the publication: Mosleh, Nikka, Andrea Roberto Insinga, Christian RH Bahl, and Rasmus Bjørk. "The magnetic properties of packings of cylinders." <i>Journal of Magnetism and Magnetic Materials</i> (2024): 172391 - https://doi.org/10.1016/j.jmmm.2024.172391 .The data consists of five Matlab data files The data files, along with a detailed README, are stored at https://doi.org/10.11583/DTU.25756179 . The data files contain data taken from the finite element simulation software Comsol both in unprocessed and processed form. Most data files have variables with sizes of 60 corresponding to 5 randomly generated packings for each σ, i.e. cells 1-5 have the same value of σ, 6-10 have the next value of σ etc. The individual data files are described in detail in the README file.
DOI: 10.11583/dtu.25756179.v1
title: Data set on "The magnetic properties of packings of cylinders"

description: This is the data repository containing the data behind the publication: Mosleh, Nikka, Andrea Roberto Insinga, Christian RH Bahl, and Rasmus Bjørk. "The magnetic properties of packings of cylinders." <i>Journal of Magnetism and Magnetic Materials</i> (2024): 172391 - https://doi.org/10.1016/j.jmmm.2024.172391 .The data consists of five Matlab data files The data files, along with a detailed README, are stored at https://doi.org/10.11583/DTU.25756179 . The data files contain data taken from the finite element simulation software Comsol both in unprocessed and processed form. Most data files have variables with sizes of 60 corresponding to 5 randomly generated packings for each σ, i.e. cells 1-5 have the same value of σ, 6-10 have the next value of σ etc. The individual data files are described in detail in the README file.
DOI: 10.17632/svs5p2s3wj
title: Unraveling the Regulatory Impact of LncRNA HNF1AOS1 on Hepatic Homeostasis in Mice-Raw qPCR Data

description: Raw qPCR Data
DOI: 10.17632/svs5p2s3wj.1
title: Unraveling the Regulatory Impact of LncRNA HNF1AOS1 on Hepatic Homeostasis in Mice-Raw qPCR Data

description: Raw qPCR Data
DOI: 10.17632/9hp4tgxz8f.1
title: Hematological and Serological Parameters in Typhoid Fever Patients: A Clinical Dataset from Bangladesh

description: This dataset contains 1,064 clinically confirmed typhoid fever cases from the Upazila Health Complex, Kalai, Jaipurhat, Bangladesh. It documents hematological (ESR, WBC) and serological (Widal test) biomarkers alongside demographic variables, providing insights into typhoid diagnostics in an endemic region.


Key Features:

Variables: Age, gender, blood group, ESR status, WBC count, Widal test titers (TO), and diagnostic outcome.

Demographics: Age range: 16–77+ years; gender distribution: male and female (sample data).


Lab Tests:

Hematology analyzer (ESR, WBC).

Widal test for Salmonella Typhi antibodies.


Potential Applications:

Epidemiological studies of typhoid fever in endemic regions

Research on diagnostic biomarker correlations

Public health planning and resource allocation

Clinical decision support for typhoid fever management

Geographic Coverage
Data collected from Upazila Health Complex, Kalai, Jaipurhat District, Bangladesh


Data Format
Available in .CSV format with clear variable labeling
DOI: 10.15468/dl.vsjz9h
title: Occurrence Download

description: A dataset containing 3039207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Tanzania, United Republic of"
 ]
}

 The dataset includes 3039207 records from 1351 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009726-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24431/rw1k9h9
title: Cormorant Oceanography Project: Biologging Data from Guanay Cormorants (Leucocarbo bougainvillii), Isla Pescadores, Peru, 2022

description: Oceanographic sampling of the coastal ocean is often sparse in space and time and in situ observations are needed to understand the complex physical processes in this zone. 

The Cormorant Oceanography Project (https://www.osudashcams.com/) is an interdisciplinary collaboration between oceanographers and seabird ecologists based at Oregon State University, USA, along with international partnerships with global collaborators. We are advancing biologging tag technologies for use with cormorant species to measure in situ oceanographic conditions. This also offers a unique opportunity to study the distribution and behaviours of cormorants relative to environmental conditions along their daily foraging paths. 

Our biologging tags include combinations of fast-response sensors to measure water temperature, conductivity, and pressure. Each tag contains an inertial measurement unit (IMU) to monitor acceleration and orientation. A GPS unit, triggered when a bird surfaces, provides locations for georeferencing measurements. The sensors collect large volumes of data that are transmitted and retrieved using two-way cellular communications. 

This dataset was collected by our collaborators at Universidad Científica del Sur, Peru, and consists of GPS tracks and dive profiles from Guanay Cormorants (Leucocarbo bougainvillii) breeding on Isla Pescadores, Peru. Cormorants were fitted with GPS-GSM tags with integrated temperature, depth, and IMU sensors and were tracked through their post-breeding migration.
DOI: 10.15468/dl.xk2gy7
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhododendron octandrum M.Y.He"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001126-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3fr3a8
title: Occurrence Download

description: A dataset containing 32713 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 GBIF_WITHIN('POLYGON((-38.49013 -11.00555,-35.61461 -11.00555,-35.61461 -9.20092,-38.49013 -9.20092,-38.49013 -11.00555))', occurrence.decimallatitude, occurrence.decimallongitude) = TRUE
 AND occurrence.hascoordinate = TRUE
 AND occurrence.hasgeospatialissues = FALSE
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.taxonkey = 6 OR occurrence.acceptedtaxonkey = 6 OR occurrence.kingdomkey = 6 OR occurrence.phylumkey = 6 OR occurrence.classkey = 6 OR occurrence.orderkey = 6 OR occurrence.familykey = 6 OR occurrence.genuskey = 6 OR occurrence.specieskey = 6)
 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.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 32713 records were derived from 174 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011952-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jy6yre
title: Occurrence Download

description: A dataset containing 954159 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Lepus europaeus Pallas, 1778"
 ]
}

 The dataset includes 954159 records from 3085 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011938-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k2stwy
title: Occurrence Download

description: A dataset containing 32156 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Avicennia marina (Forssk.) Vierh."
 ]
}

 The dataset includes 32156 records from 205 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015730-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.pb2jm6r7
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (2240 records)
DOI: 10.15468/dl.7w7djg
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Calopogonium galactioides (Kunth) Benth. ex Hemsl."
 ]
}

 The dataset includes 142 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015733-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15493/dea.mims.33112024
title: Short-term observations of hourly currents on the continental shelf off Port St Johns, along the east coast of South Africa (December 2013 - September 2014)

description: Short-term observations of hourly currents on the continental shelf off Port St Johns, along the east coast of South Africa (December 2013 - September 2014)
description: Between 2013 and 2014, a short-term mooring deployment was conducted to determine the oceanographic characteristics and variability off Port St Johns, along the east coast of South Africa. One mooring (PJ) was deployed, at a depth of 90m, between July 2013 and September 2014. This mooring measured currents, as well as sub-surface bottom temperatures on the continental shelf off Port St Johns, on the east coast of South Africa. Here we present processed magnitude and direction of hourly currents throughout the water column (4.24 - 90.24 m) from an Acoustic Doppler Current Profiler (ADCP) at location PJ (31.73°S; 29.51°E) on the continental shelf off Port St Johns, between December 2013 and September 2014.
description: A bottom-mounted, upward-looking, 300 kHz RD Instruments Acoustic Doppler Current Profiler (ADCP) was configured with a bin size of 2 m and a blanking distance of 1.76 m, and deployed at location PJ  (31.73°S; 29.51°E), on the shelf off Port St Johns. The instrument measured hourly magnitude and direction throughout the water column (2 - 86 m) between 02 July 2013 and 03 December 2013. These hourly values were corrected for magnetic declination. Only hourly values which showed ≥ 75% good beam data were used.
DOI: 10.15468/dl.5p2bhh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((99.393 3.231172, 99.322626 3.225603, 99.253987 3.209033, 99.188776 3.18187, 99.128598 3.144784, 99.07493700000001 3.09869, 99.029115 3.044723, 98.992259 2.984212, 98.96527500000001 2.91865, 98.94882699999999 2.849651, 98.94331699999999 2.778914, 98.94888 2.708181, 98.96537600000001 2.639194, 98.992397 2.57365, 99.02927800000001 2.513164, 99.075108 2.459222, 99.128761 2.413154, 99.188914 2.376092, 99.254088 2.348948, 99.32267899999999 2.332389, 99.393 2.326824, 99.46332099999999 2.332389, 99.53191200000001 2.348948, 99.597086 2.376092, 99.657239 2.413154, 99.710892 2.459222, 99.756722 2.513164, 99.793603 2.57365, 99.820624 2.639194, 99.83712 2.708181, 99.84268299999999 2.778914, 99.83717300000001 2.849651, 99.820725 2.91865, 99.793741 2.984212, 99.756885 3.044723, 99.711063 3.09869, 99.657402 3.144784, 99.597224 3.18187, 99.53201300000001 3.209033, 99.463374 3.225603, 99.393 3.231172))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003629-260120142942310/datasets/export for details.
DOI: 10.15468/dl.by5ka7
title: Occurrence Download

description: A dataset containing 141891 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melilotus officinalis"
 ]
}

 The dataset includes 141891 records from 1349 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003581-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgnm3q
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((117.226 6.007139, 117.155352 6.001568, 117.086448 5.984993, 117.020988 5.957822, 116.960587 5.920728, 116.906734 5.874623, 116.860754 5.820647, 116.823781 5.760129, 116.796722 5.694562, 116.78024 5.625562, 116.774737 5.554828, 116.780346 5.484102, 116.796924 5.415125, 116.824059 5.349596, 116.861082 5.289125, 116.907078 5.235201, 116.960914 5.189149, 117.021267 5.152101, 117.086651 5.124968, 117.155459 5.108417, 117.226 5.102854, 117.296541 5.108417, 117.365349 5.124968, 117.430733 5.152101, 117.491086 5.189149, 117.544922 5.235201, 117.590918 5.289125, 117.627941 5.349596, 117.655076 5.415125, 117.671654 5.484102, 117.677263 5.554828, 117.67176 5.625562, 117.655278 5.694562, 117.628219 5.760129, 117.591246 5.820647, 117.545266 5.874623, 117.491413 5.920728, 117.431012 5.957822, 117.365552 5.984993, 117.296648 6.001568, 117.226 6.007139))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 30 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003631-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.