cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.mre7xq
title: Occurrence Download

description: A dataset containing 537748 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "DatasetKey is EOD – eBird Observation Dataset",
 "OccurrenceStatus is Present",
 "Year 2015-2015"
 ]
}

 The dataset includes 537748 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018053-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.abed9t
title: Occurrence Download

description: A dataset containing 6407 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Andorra, Albania, Armenia, Austria, Azerbaijan, Bosnia and Herzegovina, Belgium, Bulgaria, Belarus, Switzerland, Cyprus, Czechia, Germany, Denmark, Algeria, Estonia, Egypt, Greece, Spain, Finland, Faroe Islands, France, Georgia, Guernsey, Gibraltar, Croatia, Hungary, Ireland, Israel, Isle of Man, Iceland, Italy, Jersey, Lebanon, Liechtenstein, Lithuania, Luxembourg, Latvia, Libya, Morocco, Monaco, Moldova, Republic of, Montenegro, North Macedonia, Malta, Netherlands, Norway, Poland, Palestine, State of, Portugal, Romania, Serbia, Russian Federation, Sweden, Slovenia, Svalbard and Jan Mayen, Slovakia, San Marino, Syrian Arab Republic, Tunisia, Türkiye, Ukraine, United Kingdom of Great Britain and Northern Ireland, French Guiana, Guadeloupe, Martinique, Mayotte, Réunion, Saint Martin (French part), Holy See)",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Machine Observation, Occurrence evidence, Observation)",
 "ScientificName is one of (Asclepias syriaca, Asclepias syriaca L.)"
 ]
}

 The dataset includes 6407 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018060-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jtvw3s
title: Occurrence Download

description: A dataset containing 236 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Evynnis cardinalis (Lacepède, 1802)",
 "Year 1950-2024"
 ]
}

 The dataset includes 236 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018063-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.euwrux
title: Occurrence Download

description: A dataset containing 6407 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Andorra, Albania, Armenia, Austria, Azerbaijan, Bosnia and Herzegovina, Belgium, Bulgaria, Belarus, Switzerland, Cyprus, Czechia, Germany, Denmark, Algeria, Estonia, Egypt, Greece, Spain, Finland, Faroe Islands, France, Georgia, Guernsey, Gibraltar, Croatia, Hungary, Ireland, Israel, Isle of Man, Iceland, Italy, Jersey, Lebanon, Liechtenstein, Lithuania, Luxembourg, Latvia, Libya, Morocco, Monaco, Moldova, Republic of, Montenegro, North Macedonia, Malta, Netherlands, Norway, Poland, Palestine, State of, Portugal, Romania, Serbia, Russian Federation, Sweden, Slovenia, Svalbard and Jan Mayen, Slovakia, San Marino, Syrian Arab Republic, Tunisia, Türkiye, Ukraine, United Kingdom of Great Britain and Northern Ireland, French Guiana, Guadeloupe, Martinique, Mayotte, Réunion, Saint Martin (French part), Holy See)",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Machine Observation, Occurrence evidence, Observation)",
 "ScientificName is one of (Asclepias syriaca, Asclepias syriaca L.)"
 ]
}

 The dataset includes 6407 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018064-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r3tqcq
title: Occurrence Download

description: A dataset containing 6407 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Andorra, Albania, Armenia, Austria, Azerbaijan, Bosnia and Herzegovina, Belgium, Bulgaria, Belarus, Switzerland, Cyprus, Czechia, Germany, Denmark, Algeria, Estonia, Egypt, Greece, Spain, Finland, Faroe Islands, France, Georgia, Guernsey, Gibraltar, Croatia, Hungary, Ireland, Israel, Isle of Man, Iceland, Italy, Jersey, Lebanon, Liechtenstein, Lithuania, Luxembourg, Latvia, Libya, Morocco, Monaco, Moldova, Republic of, Montenegro, North Macedonia, Malta, Netherlands, Norway, Poland, Palestine, State of, Portugal, Romania, Serbia, Russian Federation, Sweden, Slovenia, Svalbard and Jan Mayen, Slovakia, San Marino, Syrian Arab Republic, Tunisia, Türkiye, Ukraine, United Kingdom of Great Britain and Northern Ireland, French Guiana, Guadeloupe, Martinique, Mayotte, Réunion, Saint Martin (French part), Holy See)",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Machine Observation, Occurrence evidence, Observation)",
 "ScientificName is one of (Asclepias syriaca, Asclepias syriaca L.)"
 ]
}

 The dataset includes 6407 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018065-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ecerp
title: Occurrence Download

description: A dataset containing 356 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is biodiversity_mapping_vfas_fauna_dataset1"
 ]
}

 The dataset includes 356 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018066-240626123714530/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.26213780
title: GSM6044811_HEK293_K9me3_Abcam_AlignedSortedChrMrmDuprmBLrmFiltered.bw

description: This data is not from our lab.
DOI: 10.6084/m9.figshare.26213780.v1
title: GSM6044811_HEK293_K9me3_Abcam_AlignedSortedChrMrmDuprmBLrmFiltered.bw

description: This data is not from our lab.
DOI: 10.15468/dl.jw5cum
title: Occurrence Download

description: A dataset containing 81273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Alle alle (Linnaeus, 1758)",
 "Year 1996-2022"
 ]
}

 The dataset includes 81273 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018059-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.erwcdw
title: Occurrence Download

description: A dataset containing 2772 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Trachurus japonicus (Temminck & Schlegel, 1844)",
 "Year 1950-2024"
 ]
}

 The dataset includes 2772 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018067-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12135988
title: A systematic evaluation of highly variable gene selection methods for single-cell RNA-sequencing
DOI: 10.5281/zenodo.12166705
title: ENDGAME - Laboratory Experiment 2023-02-20 Exp. 002 - High Speed Camera data

description: Shock-tube experiments in combination with high speed Schlieren shadow photography. 

The shocktube setup consists of a high-pressure reservoir connected with a cylindrical tube through a diaphragm pulse valve which allows a fast release of pressurized gas into the ambient pressure tube. The high-pressure reservoir is filled with compressed air at a given overpressure with respect to ambient pressure (up to 8 bar). The pipe was either empty (i.e. with air at ambient conditions) or filled with a given amount of fluids (water or viscous fluid) or small particles. We adopted pipes with different inner diameters (3 and 4 cm) and different lengths (30 and 80 cm).  Images were collected at a frame rate of 30000 fps.

When the valve is open, a jet flow is produced, with shock and acoustic waves propagating in the atmosphere, which become visible due to the high speed Schlieren shadow photography.
DOI: 10.5281/zenodo.12166706
title: ENDGAME - Laboratory Experiment 2023-02-20 Exp. 002 - High Speed Camera data

description: Shock-tube experiments in combination with high speed Schlieren shadow photography. 

The shocktube setup consists of a high-pressure reservoir connected with a cylindrical tube through a diaphragm pulse valve which allows a fast release of pressurized gas into the ambient pressure tube. The high-pressure reservoir is filled with compressed air at a given overpressure with respect to ambient pressure (up to 8 bar). The pipe was either empty (i.e. with air at ambient conditions) or filled with a given amount of fluids (water or viscous fluid) or small particles. We adopted pipes with different inner diameters (3 and 4 cm) and different lengths (30 and 80 cm).  Images were collected at a frame rate of 30000 fps.

When the valve is open, a jet flow is produced, with shock and acoustic waves propagating in the atmosphere, which become visible due to the high speed Schlieren shadow photography.
DOI: 10.5281/zenodo.12166783
title: ENDGAME - Laboratory Experiment 2023-02-20 Exp. 003 - High Speed Camera data

description: Shock-tube experiments in combination with high speed Schlieren shadow photography. 

The shocktube setup consists of a high-pressure reservoir connected with a cylindrical tube through a diaphragm pulse valve which allows a fast release of pressurized gas into the ambient pressure tube. The high-pressure reservoir is filled with compressed air at a given overpressure with respect to ambient pressure (up to 8 bar). The pipe was either empty (i.e. with air at ambient conditions) or filled with a given amount of fluids (water or viscous fluid) or small particles. We adopted pipes with different inner diameters (3 and 4 cm) and different lengths (30 and 80 cm).  Images were collected at a frame rate of 30000 fps.

When the valve is open, a jet flow is produced, with shock and acoustic waves propagating in the atmosphere, which become visible due to the high speed Schlieren shadow photography.
DOI: 10.5281/zenodo.12166784
title: ENDGAME - Laboratory Experiment 2023-02-20 Exp. 003 - High Speed Camera data

description: Shock-tube experiments in combination with high speed Schlieren shadow photography. 

The shocktube setup consists of a high-pressure reservoir connected with a cylindrical tube through a diaphragm pulse valve which allows a fast release of pressurized gas into the ambient pressure tube. The high-pressure reservoir is filled with compressed air at a given overpressure with respect to ambient pressure (up to 8 bar). The pipe was either empty (i.e. with air at ambient conditions) or filled with a given amount of fluids (water or viscous fluid) or small particles. We adopted pipes with different inner diameters (3 and 4 cm) and different lengths (30 and 80 cm).  Images were collected at a frame rate of 30000 fps.

When the valve is open, a jet flow is produced, with shock and acoustic waves propagating in the atmosphere, which become visible due to the high speed Schlieren shadow photography.
DOI: 10.5281/zenodo.12699284
title: [5G-IANA] UC1 - LiDAR information from the vehicle

description:  360-degree LiDAR distance measurements from the vehicle.
DOI: 10.5281/zenodo.12699285
title: [5G-IANA] UC1 - LiDAR information from the vehicle

description:  360-degree LiDAR distance measurements from the vehicle.
DOI: 10.5281/zenodo.12166838
title: ENDGAME - Laboratory Experiment 2023-02-20 Exp. 004 - High Speed Camera data

description: Shock-tube experiments in combination with high speed Schlieren shadow photography. 

The shocktube setup consists of a high-pressure reservoir connected with a cylindrical tube through a diaphragm pulse valve which allows a fast release of pressurized gas into the ambient pressure tube. The high-pressure reservoir is filled with compressed air at a given overpressure with respect to ambient pressure (up to 8 bar). The pipe was either empty (i.e. with air at ambient conditions) or filled with a given amount of fluids (water or viscous fluid) or small particles. We adopted pipes with different inner diameters (3 and 4 cm) and different lengths (30 and 80 cm).  Images were collected at a frame rate of 30000 fps.

When the valve is open, a jet flow is produced, with shock and acoustic waves propagating in the atmosphere, which become visible due to the high speed Schlieren shadow photography.
DOI: 10.5281/zenodo.12166839
title: ENDGAME - Laboratory Experiment 2023-02-20 Exp. 004 - High Speed Camera data

description: Shock-tube experiments in combination with high speed Schlieren shadow photography. 

The shocktube setup consists of a high-pressure reservoir connected with a cylindrical tube through a diaphragm pulse valve which allows a fast release of pressurized gas into the ambient pressure tube. The high-pressure reservoir is filled with compressed air at a given overpressure with respect to ambient pressure (up to 8 bar). The pipe was either empty (i.e. with air at ambient conditions) or filled with a given amount of fluids (water or viscous fluid) or small particles. We adopted pipes with different inner diameters (3 and 4 cm) and different lengths (30 and 80 cm).  Images were collected at a frame rate of 30000 fps.

When the valve is open, a jet flow is produced, with shock and acoustic waves propagating in the atmosphere, which become visible due to the high speed Schlieren shadow photography.
DOI: 10.5281/zenodo.12699294
title: Forest income, income change and profitability per group of forest ecosystem services (including various GIS forest descriptors)

description: This file was compiled for the purposes of the extrapolation of the survey results with forest owners and managers across Europe. They were asked on forest income, income change and profitability of supplying different groups (provisioning, regulating and cultural) of forest ecosystem services (0-1 scale). Data is presented on 1 x 1 km spatial resolution, where the last column is clustering of forests based on these variables. All of the columns (i.e. variables) that come before income are a compilation of forest 'descriptors'; i.e. all of the publicly available data on forests (e.g. growing stock, tree species, distance to the city, etc.) that we could gather. The metadata file contains further details. The excel file represents various results of the paper.
DOI: 10.5281/zenodo.6907475
title: Forest income, income change and profitability per group of forest ecosystem services (including various GIS forest descriptors)

description: This file was compiled for the purposes of the extrapolation of the survey results with forest owners and managers across Europe. They were asked on forest income, income change and profitability of supplying different groups (provisioning, regulating and cultural) of forest ecosystem services (0-1 scale). Data is presented on 1 x 1 km spatial resolution, where the last column is clustering of forests based on these variables. All of the columns (i.e. variables) that come before income are a compilation of forest 'descriptors'; i.e. all of the publicly available data on forests (e.g. growing stock, tree species, distance to the city, etc.) that we could gather. The metadata file contains further details
DOI: 10.5281/zenodo.6912731
title: Forest income, income change and profitability per group of forest ecosystem services (including various GIS forest descriptors)

description: This file was compiled for the purposes of the extrapolation of the survey results with forest owners and managers across Europe. They were asked on forest income, income change and profitability of supplying different groups (provisioning, regulating and cultural) of forest ecosystem services (0-1 scale). Data is presented on 1 x 1 km spatial resolution, where the last column is clustering of forests based on these variables. All of the columns (i.e. variables) that come before income are a compilation of forest 'descriptors'; i.e. all of the publicly available data on forests (e.g. growing stock, tree species, distance to the city, etc.) that we could gather. The metadata file contains further details. The excel file represents various results of the paper.
DOI: 10.5281/zenodo.7010713
title: Forest income, income change and profitability per group of forest ecosystem services (including various GIS forest descriptors)

description: This file was compiled for the purposes of the extrapolation of the survey results with forest owners and managers across Europe. They were asked on forest income, income change and profitability of supplying different groups (provisioning, regulating and cultural) of forest ecosystem services (0-1 scale). Data is presented on 1 x 1 km spatial resolution, where the last column is clustering of forests based on these variables. All of the columns (i.e. variables) that come before income are a compilation of forest 'descriptors'; i.e. all of the publicly available data on forests (e.g. growing stock, tree species, distance to the city, etc.) that we could gather. The metadata file contains further details. The excel file represents various results of the paper.
DOI: 10.5281/zenodo.12166890
title: ENDGAME - Laboratory Experiment 2023-02-20 Exp. 005 - High Speed Camera data

description: Shock-tube experiments in combination with high speed Schlieren shadow photography. 

The shocktube setup consists of a high-pressure reservoir connected with a cylindrical tube through a diaphragm pulse valve which allows a fast release of pressurized gas into the ambient pressure tube. The high-pressure reservoir is filled with compressed air at a given overpressure with respect to ambient pressure (up to 8 bar). The pipe was either empty (i.e. with air at ambient conditions) or filled with a given amount of fluids (water or viscous fluid) or small particles. We adopted pipes with different inner diameters (3 and 4 cm) and different lengths (30 and 80 cm).  Images were collected at a frame rate of 30000 fps.

When the valve is open, a jet flow is produced, with shock and acoustic waves propagating in the atmosphere, which become visible due to the high speed Schlieren shadow photography.
DOI: 10.5281/zenodo.12166891
title: ENDGAME - Laboratory Experiment 2023-02-20 Exp. 005 - High Speed Camera data

description: Shock-tube experiments in combination with high speed Schlieren shadow photography. 

The shocktube setup consists of a high-pressure reservoir connected with a cylindrical tube through a diaphragm pulse valve which allows a fast release of pressurized gas into the ambient pressure tube. The high-pressure reservoir is filled with compressed air at a given overpressure with respect to ambient pressure (up to 8 bar). The pipe was either empty (i.e. with air at ambient conditions) or filled with a given amount of fluids (water or viscous fluid) or small particles. We adopted pipes with different inner diameters (3 and 4 cm) and different lengths (30 and 80 cm).  Images were collected at a frame rate of 30000 fps.

When the valve is open, a jet flow is produced, with shock and acoustic waves propagating in the atmosphere, which become visible due to the high speed Schlieren shadow photography.
DOI: 10.5281/zenodo.11145734
title: Replication data for: Bilateral flows and rates of international migration of scholars for 210 countries and areas for the period 1998-2020

description: Data and code for performing analyses and plotting figures for "Bilateral flows and rates of international migration of scholars for 210 countries and areas for the period 1998-2020"

The code and data can also be found at https://github.com/MPIDR/Global-flows-and-rates-of-international-migration-of-scholars/

Abstract: A lack of comprehensive migration data is a major barrier for understanding the causes and consequences of migration processes, including for specific groups like high-skilled migrants. We leverage large-scale bibliometric data from Scopus and OpenAlex to trace the global movements of scholars. Based on our empirical validations, we develop pre-processing steps and offer best practices for the measurement and identification of migration events. We have prepared a publicly accessible dataset that shows a high level of correlation between the counts of scholars in Scopus and OpenAlex for most countries. Although OpenAlex has more extensive coverage of non-Western countries, the highest correlations with Scopus are observed in Western countries. We share aggregated yearly estimates of international migration rates and of bilateral flows for 210 countries and areas worldwide for the period 1998-2020 and describe the data structure and usage notes. We expect that the publicly shared dataset will enable researchers to further study the causes and the consequences of migration of scholars to forecast the future mobility of global academic talent.
DOI: 10.5281/zenodo.11145735
title: Replication data for: Bilateral flows and rates of international migration of scholars for 210 countries and areas for the period 1998-2020

description: Data and code for performing analyses and plotting figures for "Bilateral flows and rates of international migration of scholars for 210 countries and areas for the period 1998-2020"

The code and data can also be found at https://github.com/MPIDR/Global-flows-and-rates-of-international-migration-of-scholars/

Abstract: A lack of comprehensive migration data is a major barrier for understanding the causes and consequences of migration processes, including for specific groups like high-skilled migrants. We leverage large-scale bibliometric data from Scopus and OpenAlex to trace the global movements of scholars. Based on our empirical validations, we develop pre-processing steps and offer best practices for the measurement and identification of migration events. We have prepared a publicly accessible dataset that shows a high level of correlation between the counts of scholars in Scopus and OpenAlex for most countries. Although OpenAlex has more extensive coverage of non-Western countries, the highest correlations with Scopus are observed in Western countries. We share aggregated yearly estimates of international migration rates and of bilateral flows for 210 countries and areas worldwide for the period 1998-2020 and describe the data structure and usage notes. We expect that the publicly shared dataset will enable researchers to further study the causes and the consequences of migration of scholars to forecast the future mobility of global academic talent.
DOI: 10.5281/zenodo.12180527
title: ENDGAME - Laboratory Experiment 2023-02-21 Exp. 001 - High Speed Camera data

description: Shock-tube experiments in combination with high speed Schlieren shadow photography. 

The shocktube setup consists of a high-pressure reservoir connected with a cylindrical tube through a diaphragm pulse valve which allows a fast release of pressurized gas into the ambient pressure tube. The high-pressure reservoir is filled with compressed air at a given overpressure with respect to ambient pressure (up to 8 bar). The pipe was either empty (i.e. with air at ambient conditions) or filled with a given amount of fluids (water or viscous fluid) or small particles. We adopted pipes with different inner diameters (3 and 4 cm) and different lengths (30 and 80 cm).  Images were collected at a frame rate of 30000 fps.

When the valve is open, a jet flow is produced, with shock and acoustic waves propagating in the atmosphere, which become visible due to the high speed Schlieren shadow photography.