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

description: A dataset containing 858 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dysphania ambrosioides",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 858 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046056-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/9fw8c7hs7f
title: MFFHA-DTI Dataset. Zhao et al.

description: The MFFHA-DTI dataset contains three datasets, Human, C.elegans and interaction type dataset. The public datasets Human and C.elegans are used to predict the probability of drug target interaction. They are universal and effective in drug research and development. These two datasets are composed of smiles structural formula, protein sequence, and 1 and 0 Tags of whether they interact. They contain highly reliable negative DTI. In short, it is a balanced DTI dataset, in which the ratio of positive samples to negative samples (positive: negative) is about 1:1. The newly constructed dataset is used to predict the specific type of drug target interaction. The data is filtered from the 2024-04 version of all drugs dataset in the drugbank database. The smiles structural formula of the drug, the corresponding protein sequence of a single protein that reacts, and the type of interaction between them are selected. Then the pdb file of the corresponding protein is obtained from alphafolddb website according to the UniProt ID in the all drugs dataset, and then the data obtained from the drugbank database is mapped according to the ID.
DOI: 10.17632/9fw8c7hs7f.1
title: MFFHA-DTI Dataset. Zhao et al.

description: The MFFHA-DTI dataset contains three datasets, Human, C.elegans and interaction type dataset. The public datasets Human and C.elegans are used to predict the probability of drug target interaction. They are universal and effective in drug research and development. These two datasets are composed of smiles structural formula, protein sequence, and 1 and 0 Tags of whether they interact. They contain highly reliable negative DTI. In short, it is a balanced DTI dataset, in which the ratio of positive samples to negative samples (positive: negative) is about 1:1. The newly constructed dataset is used to predict the specific type of drug target interaction. The data is filtered from the 2024-04 version of all drugs dataset in the drugbank database. The smiles structural formula of the drug, the corresponding protein sequence of a single protein that reacts, and the type of interaction between them are selected. Then the pdb file of the corresponding protein is obtained from alphafolddb website according to the UniProt ID in the all drugs dataset, and then the data obtained from the drugbank database is mapped according to the ID.
DOI: 10.17632/sm6n2m5jtf.3
title: Use of smart glasses for ultrasound-guided central venous catheterization in adults: a randomized controlled study

description: Ultrasound guidance has been shown to improve the success rates and decrease the risk of complications in central venous catheterization (CVC). However, the head shifts between procedure site and ultrasound screen usually increase the complexity and prolong the procedure time, leading to adverse effects on patients and operators. Smart glasses can provide operators real-time image projected from the ultrasound.
DOI: 10.15468/dl.4tx6y9
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dysphania ambrosioides",
 "Country is Botswana",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046055-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/23bs35zwbp
title: endogenous phytohormone profilings in different life stages of Haematococcus pluvialis by targeted metabolomics

description: The data described phytohormone content of 4 different life stages of Haematococcus pluvialis
DOI: 10.17632/23bs35zwbp.3
title: endogenous phytohormone profilings in different life stages of Haematococcus pluvialis by targeted metabolomics

description: The data described phytohormone content of 4 different life stages of Haematococcus pluvialis
DOI: 10.15468/dl.uvx6e9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nannocharax fasciolaris)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046057-250717081556266/datasets/export for details.
DOI: 10.17632/9ks6z77wsd
title: Database

description: The programs were developed using Python 3.11.1 and libraries Tensorflow v 2.13.0, Scikit-learn v 1.2.2 and Matplotlib v3.6.2.
Python can be installed from the website https://www.python.org/. To install libraries, you need to enter the following commands in the command line: 
pip install tensorflow==2.13.0 
pip install scikit-learn==1.2.2
pip install matplotlib==3.6.2
We trained three models: Artificial Neural Networks (ANN), Linear Least Squares (LS) regression and Random Forest Regressor (RF).
The file with the model training has the name «* _learning.py» and the results visualization file «*_3D_plot.py»
To run the ANN_3D_plot.py two files are required: tf_model.keras – contains a learning model;
training_history.json – contains training history
DOI: 10.17632/9ks6z77wsd.1
title: Database

description: The programs were developed using Python 3.11.1 and libraries Tensorflow v 2.13.0, Scikit-learn v 1.2.2 and Matplotlib v3.6.2.
Python can be installed from the website https://www.python.org/. To install libraries, you need to enter the following commands in the command line: 
pip install tensorflow==2.13.0 
pip install scikit-learn==1.2.2
pip install matplotlib==3.6.2
We trained three models: Artificial Neural Networks (ANN), Linear Least Squares (LS) regression and Random Forest Regressor (RF).
The file with the model training has the name «* _learning.py» and the results visualization file «*_3D_plot.py»
To run the ANN_3D_plot.py two files are required: tf_model.keras – contains a learning model;
training_history.json – contains training history
DOI: 10.15468/dl.m2xvh6
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plebeius argus"
 ]
}

 The dataset includes 147 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046058-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mwsy2y
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xiphophorus hellerii",
 "Country is Israel",
 "HasCoordinate is true"
 ]
}

 The dataset includes 38 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046060-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/9v8kfkjmn4
title: Replication: Leverage, Liquidity, and Investment: The Cyclical Effects of Corporate Debt

description: Codes to replication the results in the paper: Leverage, Liquidity, and Investment: The Cyclical Effects of Corporate Debt
DOI: 10.15468/dl.er46qp
title: Occurrence Download

description: A dataset containing 239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trachemys scripta",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 239 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046059-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/9v8kfkjmn4.1
title: Replication: Leverage, Liquidity, and Investment: The Cyclical Effects of Corporate Debt

description: Codes to replication the results in the paper: Leverage, Liquidity, and Investment: The Cyclical Effects of Corporate Debt
DOI: 10.15468/dl.k4zw4n
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 (Nectomys squamipes)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046062-250717081556266/datasets/export for details.
DOI: 10.15468/dl.v78pgy
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xiphophorus hellerii",
 "Country is Jamaica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046061-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k7hjk4
title: Occurrence Download

description: A dataset containing 76 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 (Nectomys squamipes)",
 "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 76 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046063-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ncj564
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 (Nectomys squamipes)",
 "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/0046064-250717081556266/datasets/export for details.
DOI: 10.15468/dl.qug897
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trachemys scripta",
 "Country is Seychelles",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046065-250717081556266/datasets/export for details.
DOI: 10.15468/dl.kamybv
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trachemys scripta",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046067-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7yc636
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xiphophorus hellerii",
 "Country is Madagascar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 42 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046066-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7hd63
title: Occurrence Download

description: A dataset containing 491 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anguilla japonica)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 491 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046068-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pd7e6a
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dysphania ambrosioides",
 "Country is Bulgaria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046069-250717081556266/datasets/export for details.
DOI: 10.17632/pv26ctbkbf.3
title: Government procurement and corporate investment Evidence from China's A-share listed companies

description: Government procurement and corporate investment Evidence from China's A-share listed companies
DOI: 10.15468/dl.4mqxrn
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 (Nectomys squamipes)",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046071-250717081556266/datasets/export for details.
DOI: 10.15468/dl.uae8gt
title: Occurrence Download

description: A dataset containing 6513 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trachemys scripta",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6513 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046070-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/r37vwd493d
title: AIS Data from 11 ports around the globe

description: The AIS data shared herein were sourced using the Application Programming Interface (API) of AISStream.io, a platform that offers free access to terrestrial AIS data. Specifically, we include AIS data from 11 ports around the world (Singapore, Busan, Antwerp, Los Angeles, Southampton, Auckland, Livorno, Cape Town, Gdansk, Limassol, and Algeciras) between the 1st and the 31st of October 2023. The contributors have used these data to create an end-to-end, data-driven method for automatic port berth localization across these ports. The MMSIs of ships within this data set have been anonymized.
DOI: 10.17632/r37vwd493d.1
title: AIS Data from 11 ports around the globe

description: The AIS data shared herein were sourced using the Application Programming Interface (API) of AISStream.io, a platform that offers free access to terrestrial AIS data. Specifically, we include AIS data from 11 ports around the world (Singapore, Busan, Antwerp, Los Angeles, Southampton, Auckland, Livorno, Cape Town, Gdansk, Limassol, and Algeciras) between the 1st and the 31st of October 2023. The contributors have used these data to create an end-to-end, data-driven method for automatic port berth localization across these ports. The MMSIs of ships within this data set have been anonymized.
DOI: 10.15468/dl.tapjbq
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 (Nectomys squamipes)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046072-250717081556266/datasets/export for details.
DOI: 10.17632/p4wwk57mhf.1
title: Raw data to First evaluation of two-line ferrihydrite composites with salinomycinic acid as theranostic probes for magnetic resonance imaging (MRI)

description: In vitro relaxivity measurements of two-line ferrihydrite composites of salinomycinic acid in a 9.4 Tesla MR scanner.
DOI: 10.15468/dl.7x5c3y
title: Occurrence Download

description: A dataset containing 371614 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Threskiornis aethiopicus, Threskiornis aethiopicus aethiopicus, Threskiornis aethiopicus bernieri, Threskiornis aethiopicus abbotti)"
 ]
}

 The dataset includes 371614 records from 338 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046038-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kf4vyc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((49.65889155055894 4.563815775639989, 49.659874349184804 4.565571581822415, 49.66049695466518 4.567486092351688, 49.66073541531702 4.569485751235563, 49.66058053677684 4.571493719735171, 49.66003823997057 4.573432828162626, 49.65912933829102 4.575228542165642, 49.65788874182781 4.576811829399881, 49.656364118609474 4.578121816066305, 49.65461406387602 4.579108130666506, 49.65270584756327 4.579732844235043, 49.65071282667331 4.579971931804232, 49.648711622350085 4.579816198347049, 49.64677917073128 4.579271633206961, 49.64498976161769 4.578359179231171, 49.6434121794809 4.577113925585651, 49.64210705730065 4.575583755632117, 49.64112454535015 4.57382750238666, 49.64050238468797 4.57191268311677, 49.64026445927756 4.569912900817599, 49.6404198819968 4.567905013016921, 49.64096264907343 4.565966177116922, 49.64187187552024 4.564170885980045, 49.64311260180471 4.562588107573117, 49.64463714013424 4.561278638230804, 49.64638690819234 4.560292770693634, 49.6482946796869 4.559668365865734, 49.650287165335406 4.559429401711822, 49.65228782547954 4.559585054470071, 49.654219806827975 4.560129347082697, 49.65600889117432 4.561041378192331, 49.65758634348984 4.562286123010553, 49.65889155055894 4.563815775639989))",
 "Year is one of (2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "KingdomKey is one of (Animalia, Fungi, Plantae)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046075-250717081556266/datasets/export for details.
DOI: 10.15468/dl.rhm93r
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mimela rugatipennis"
 ]
}

 The dataset includes 84 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046077-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tjeyrr
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 (Nectomys squamipes)",
 "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/0046074-250717081556266/datasets/export for details.