cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8rthey
title: Occurrence Download

description: A dataset containing 152668078 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 152668078 records from 10882 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011161-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15863569
title: FAIROmeta

description: FAIRO meta data, to describe output from FAIROpro. A data workflow schematic can be found here.

FAIRO instrument



Designed & built: Andreas Zahn (mostly)

Operation & data processing: Florian Obersteiner (since 2018)

Description


Publications that used FAIRO ozone data

FAIRO publications

License

See LICENSE.md in the root directory of the repository.
DOI: 10.21227/bwx2-qw65
title: "Relationship between task difficulty, HRTF and spatial release from masking"

description: "Two datasets exploring the relationship between task difficulty, head-related transfer function and spatial release from masking in a speech-on-speech experiment. "
DOI: 10.15468/dl.tdarcz
title: Occurrence Download

description: A dataset containing 728 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia ficus-indica",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 728 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000348-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4un44x
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Erythrina costaricensis"
 ]
}

 The dataset includes 164 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000349-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15861447
title: BrainWeb Training Data, Pre-Trained Model and Cartesian Brain Ultra-Low Field MR Data for the Spatially-Adaptive TV Example in MRpro

description: This dataset contains the following:



A set of 2500 images (brainweb_data.pt) generated from the BrainWeb dataset [Aubert-Broche et al, IEEE TMI 2006] using an inversion recovery signal model from MRpro. 

A set of pre-trained weights (tv_model.pt) of a network to estimate spatially adaptive regularization parameter weights to be used in the total variation (TV)-minmization example in MRpro. The network was trained on 2250 of the images above, using 100 images for validation and leaving 150 for testing purposes.

A small subset (training_images_part.pt, validation_images_part.pt, test_images_part.pt - 16, 8 and 10 images, respectively) of randomly selected images that were used for training, validation and testing of the network mentioned above. These are the images that are used in the notebook example of MRpro in order to avoid to download all 2500 images.

A brain MR scan of a healthy volunteer obtained with an OSI2 ONE ultra-low field scanner (https://www.opensourceimaging.org/project/osii-one).


For further details, please have a look at the examples of MRpro (https://github.com/PTB-MR/mrpro).
DOI: 10.5281/zenodo.15684100
title: Prediction of Genetic Relatedness of Escherichia coli Using Long-Read Sequencing Paired with Neighbour Typing: A Tool for Rapid Antibiotic-Resistant Organism Outbreak Detection - Filtered fastq files

description: Nanopore reads for E. coli and Klebsiella spp. for samples used in the prelimary studies. Reads are pathogen specific (either E. coli or Klebsiella spp.), and only up until the point of stability; these do no represent all reads generated per sample.
DOI: 10.5281/zenodo.15684101
title: Prediction of Genetic Relatedness of Escherichia coli Using Long-Read Sequencing Paired with Neighbour Typing: A Tool for Rapid Antibiotic-Resistant Organism Outbreak Detection - Filtered fastq files

description: Nanopore reads for E. coli and Klebsiella spp. for samples used in the prelimary studies. Reads are pathogen specific (either E. coli or Klebsiella spp.), and only up until the point of stability; these do no represent all reads generated per sample.
DOI: 10.15468/dl.y7sd6z
title: Occurrence Download

description: A dataset containing 2335 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Physaria kingii"
 ]
}

 The dataset includes 2335 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000350-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z7y74p
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Heracleum mantegazzianum"
 ]
}

 The dataset includes 62 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000351-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.37dq3f
title: Occurrence Download

description: A dataset containing 334 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia humifusa",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 334 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000352-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4qfqdz
title: Occurrence Download

description: A dataset containing 67252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Calidris subruficollis)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 67252 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000333-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.shbuu2
title: Occurrence Download

description: A dataset containing 483 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Maihueniopsis glomerata"
 ]
}

 The dataset includes 483 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000353-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1134243
title: Data from Geophysical Survey Work at Attingham, Shropshire, August 2024

description: This collection comprises geophysics data from geophysical survey work at land south of the A5, Attingham, Shropshire and was undertaken by MOLA Northampton in August 2024. This work involved Magnetometer survey with a cart-mounted array of Bartington Grad- 01-1000L fluxgate gradiometers. The survey identified no definite features of archaeological interest, although two possible ditches were detected on the northern and southern edges of the survey area. It did, however, detect a post-medieval field boundary in the west of the survey area and a possible field drain in the east.
DOI: 10.15468/dl.p333bb
title: Occurrence Download

description: A dataset containing 5852 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brassica barrelieri"
 ]
}

 The dataset includes 5852 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000354-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.98vufd
title: Occurrence Download

description: A dataset containing 15868 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Calidris subruficollis)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 15868 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000357-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8va2es
title: Occurrence Download

description: A dataset containing 143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia leucotricha",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 143 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000356-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5gv4g9
title: Occurrence Download

description: A dataset containing 48579 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Adenia cissampeloides, Alternanthera bettzickiana, Cissus arguta, Desmodium scorpiurus, Heterotis rotundifolia, Mimosa quadrivalvis, Mucuna pruriens, Passiflora foetida, Ruthalicia eglandulosa, Sida acuta)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 48579 records from 773 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000355-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5eryaw
title: Occurrence Download

description: A dataset containing 172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.28_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Elymus sibiricus, Elymus breviaristatus)"
 ]
}

 The dataset includes 172 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000358-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12441094
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.6084/m9.figshare.29545556
title: GCBT数据.sav

description: Cognitive behavioral therapy has a positive effect on improving the emotional issues of patients with generalized anxiety disorder. However, the role of group cognitive behavioral therapy in alleviating symptoms and enhancing quality of life still requires further verification. This study explores the improvement effect of high-frequency short-term group cognitive behavioral therapy combined with selective serotonin reuptake inhibitor (SSRI) medication on the clinical symptoms and quality of life of patients with generalized anxiety, aiming to optimize clinical treatment plans. Using a randomized controlled trial design, 85 GAD patients were divided into an intervention group (receiving short-term structured group cognitive-behavioral therapy along with standard medication) and a control group (receiving only standard medication). The Hamilton Anxiety Rating Scale (HAMA), Hamilton Depression Rating Scale (HAMD), and Short Form Health Survey (SF-36) were assessed before treatment and at one week and four weeks post-treatment.
DOI: 10.6084/m9.figshare.29545556.v1
title: GCBT数据.sav

description: Cognitive behavioral therapy has a positive effect on improving the emotional issues of patients with generalized anxiety disorder. However, the role of group cognitive behavioral therapy in alleviating symptoms and enhancing quality of life still requires further verification. This study explores the improvement effect of high-frequency short-term group cognitive behavioral therapy combined with selective serotonin reuptake inhibitor (SSRI) medication on the clinical symptoms and quality of life of patients with generalized anxiety, aiming to optimize clinical treatment plans. Using a randomized controlled trial design, 85 GAD patients were divided into an intervention group (receiving short-term structured group cognitive-behavioral therapy along with standard medication) and a control group (receiving only standard medication). The Hamilton Anxiety Rating Scale (HAMA), Hamilton Depression Rating Scale (HAMD), and Short Form Health Survey (SF-36) were assessed before treatment and at one week and four weeks post-treatment.
DOI: 10.15468/dl.bvaka5
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Guatemala, El Salvador)",
 "TaxonKey is Tripogandra angustifolia"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000359-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yzf8a9
title: Occurrence Download

description: A dataset containing 3199 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dithyrea californica"
 ]
}

 The dataset includes 3199 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000360-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kdswk4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Calidris virgata)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000363-250711103210423/datasets/export for details.
DOI: 10.15468/dl.n39nb9
title: Occurrence Download

description: A dataset containing 10118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Calidris virgata)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 10118 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000362-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8gmhvj
title: Occurrence Download

description: A dataset containing 270 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia microdasys",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 270 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000364-250711103210423/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.29545598
title: Raw data using GPT

description: This is the original data obtained for the study using GPT
DOI: 10.6084/m9.figshare.29545598.v1
title: Raw data using GPT

description: This is the original data obtained for the study using GPT
DOI: 10.5281/zenodo.15577148
title: High transfection efficiency leads to plasmid-induced cytotoxicity when using nanopore- and nanostraw-electroporation.
DOI: 10.5281/zenodo.15863613
title: High transfection efficiency leads to plasmid-induced cytotoxicity when using nanopore- and nanostraw-electroporation.
DOI: 10.6084/m9.figshare.29545235
title: VaIN1级上传资料.xlsx

description: <b>Study of the clinical efficacy of HIFU in the treatment of low-grade vaginal intraepithelial neoplasia</b>
DOI: 10.6084/m9.figshare.29545235.v1
title: VaIN1级上传资料.xlsx

description: <b>Study of the clinical efficacy of HIFU in the treatment of low-grade vaginal intraepithelial neoplasia</b>
DOI: 10.6084/m9.figshare.29545559
title: Raw data using Gemini

description: This is the original data obtained for the study, using Gemini model.
DOI: 10.6084/m9.figshare.29545559.v1
title: Raw data using Gemini

description: This is the original data obtained for the study, using Gemini model.
DOI: 10.15468/dl.77tu5n
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Calidris virgata)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000368-250711103210423/datasets/export for details.
DOI: 10.15468/dl.cxss2q
title: Occurrence Download

description: A dataset containing 186 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Graellsia saxifragifolia"
 ]
}

 The dataset includes 186 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000369-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wf6tk7
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Erythrina fusca"
 ]
}

 The dataset includes 114 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000370-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15863358
title: Longitudinal and Hall Resistance of HgTe  quantum well as a Function of Temperature, Magnetic field  and Gate Voltage

description: File ExpDataFig1d. This dataset contains measured voltage values (V) for a device under varying temperatures and gate voltages. The current was 10^-7 A. Resistance can be calculated using the formula R=V/R , where R is resistance, V is voltage, and I is current. The data is structured in a CSV file where:



The first row lists temperature values (in Kelvin, K ).

The first column lists gate voltage values (in Volts, V).

The remaining cells represent the corresponding Voltage (V) at each temperature (row header) and gate voltage (column header).

File ExpDataFig2. This dataset contains measured voltage  values (V)  for a device under varying magnetic field  and gate voltages. The current was 10^-7 A. Resistance can be calculated using the formula R=V/R , where R is resistance, V is voltage, and I is current.  The data is structured in a CSV file where:



The first row labels the columns for longitudinal and Hall measurements

The third row lists gate voltage values (in Volts, V).

The first column lists magnetic field  (in Tesla, T).

The remaining cells represent the corresponding Voltage (V) at each temperature (row header) and gate voltage (column header).

File ExpDataFig3. This dataset contains measured voltage values (V) for a device under varying magnetic field and gate voltages ( Hall effect). The current was 10^-7 A. The Hall resistance can be calculated using the formula R=V/R , where R is resistance, V is voltage, and I is current." The data is structured in a CSV file where:



The first row lists magnetic field values (in Tesla, T ).

The first column lists gate voltage values (in Volts, V).

The remaining cells represent the corresponding Voltage (V) at each magnetic field (row header) and gate voltage (column header).



File ExpDataFig4. This dataset contains measured resistivity values (Ohm) for a device under varying gate voltages at B=0 and at B=0.2 T. The data is structured in a CSV file where:



The first column lists gate voltage values (in Volts, V).

The second column represent the corresponding resitivity (Ohm)  at each gate voltage (row header).

The third column represent the corresponding Hall resitivity (Ohm)  at each gate voltage (row header).