cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.55cnw9
title: Occurrence Download

description: A dataset containing 2302 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 (Circaetus beaudouini)",
 "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 2302 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019583-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umuj52
title: Occurrence Download

description: A dataset containing 143696 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phaethornis striigularis)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 143696 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019549-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p6scgy
title: Occurrence Download

description: A dataset listing the 948 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Artportalen",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2010-2025"
 ]
}

 The dataset's 948 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019566-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xebyk4
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pithecellobium dulce",
 "Country is Guyana",
 "HasCoordinate is true"
 ]
}

 The dataset includes 44 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019585-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p33s67
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gunnelichthys monostigma"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019587-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.527vmd
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pithecellobium dulce",
 "Country is Haiti",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019588-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9hq4pa
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vibrissaphora liui",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 100 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019589-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jbt6x5
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pithecellobium dulce",
 "Country is Honduras",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019590-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ybhk3g
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Crossoloricaria cephalaspis)",
 "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 127 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019592-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yghgsb
title: Occurrence Download

description: A dataset containing 12409 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phainoptila melanoxantha)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 12409 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019593-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zhtcn9
title: Occurrence Download

description: A dataset containing 1297 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((-56.14179 -40.51112,-56.14679 -40.40006,-55.73559 -40.37933,-55.75273 -40.12483,-55.5852 -40.11422,-55.60481 -39.62675,-55.17157 -39.61173,-55.93016 -39.24427,-56.72998 -40.23233,-56.14179 -40.51112))",
 "Geometry POLYGON((-56.72998 -40.23233,-57.37247 -41.00387,-56.5705 -41.38585,-56.0702 -40.80985,-56.12802 -40.81246,-56.14179 -40.51112,-56.72998 -40.23233))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 1297 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019594-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x63qve
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 (Macaca silenus)",
 "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/0019595-250802193616735/datasets/export for details.
DOI: 10.15468/dl.42xbyv
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 (Macaca silenus)",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019597-250802193616735/datasets/export for details.
DOI: 10.5281/zenodo.16752399
title: Tree-Based Deep Learning to Ranking Symbolic Integration Algorithms

description: Datasets for the paper "Tree-Based Deep Learning to Ranking Symbolic Integration Algorithms". This is the preprocessed data that can be read by train.py
DOI: 10.15468/dl.xbxewh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pithecellobium dulce",
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019599-250802193616735/datasets/export for details.
DOI: 10.6084/m9.figshare.29835449
title: PINN-TurbNet for predicting atmospheric turbulence in LEO satellite-to-ground laser communication links

description: Atmospheric turbulence significantly impacts the performance of laser communication links between low Earth orbit (LEO) satellites and ground stations. In this study, we analyze minute-level meteorological data to reveal the spatial distribution of turbulence intensity. Based on these insights, we propose a physics-informed neural network model, PINN-TurbNet, which integrates physical constraints into a Transformer-based architecture to enhance turbulence prediction accuracy. To further improve computational efficiency, a multi-layer atmospheric turbulence analysis approach is introduced. Experimental results demonstrate that the PINN-TurbNet achieves a mean squared error (MSE) of 0.318 and a mean absolute error (MAE) of 0.209. The proposed model offers valuable guidance for the design and deployment of LEO satellite-to-ground laser communication links.
DOI: 10.6084/m9.figshare.29835449.v1
title: PINN-TurbNet for predicting atmospheric turbulence in LEO satellite-to-ground laser communication links

description: Atmospheric turbulence significantly impacts the performance of laser communication links between low Earth orbit (LEO) satellites and ground stations. In this study, we analyze minute-level meteorological data to reveal the spatial distribution of turbulence intensity. Based on these insights, we propose a physics-informed neural network model, PINN-TurbNet, which integrates physical constraints into a Transformer-based architecture to enhance turbulence prediction accuracy. To further improve computational efficiency, a multi-layer atmospheric turbulence analysis approach is introduced. Experimental results demonstrate that the PINN-TurbNet achieves a mean squared error (MSE) of 0.318 and a mean absolute error (MAE) of 0.209. The proposed model offers valuable guidance for the design and deployment of LEO satellite-to-ground laser communication links.
DOI: 10.15468/dl.qdd238
title: Occurrence Download

description: A dataset containing 762 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 (Macaca silenus)",
 "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 762 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019596-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7gynpn
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019600-250802193616735/datasets/export for details.
DOI: 10.15468/dl.mfwmjs
title: Occurrence Download

description: A dataset containing 292 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gymnapogon urospilotus"
 ]
}

 The dataset includes 292 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019601-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q25uxm
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trachidermus fasciatus)",
 "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 139 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019602-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14215704
title: EACTS Adult Cardiac Database

description: EACTS is the home for the global cardiothoracic surgical community.


We exist to improve outcomes for patients with heart and lung conditions by supporting the global surgical cardiothoracic community and informing best practice with first-class education, cutting-edge learning opportunities, world-renowned journals and publications and pioneering research.

https://www.eacts.org/



About the ACD


The EACTS Adult Cardiac Database (ACD) is a collaborative registry and benchmarking tool of cardiac surgical data for centres on an international scale, giving surgical teams the advanced data tools and insights to continually improve outcomes for patients.



Register your interest


https://airtable.com/appRF0GOfjFh6RtRS/pagHKi67AmcK76r2R/form
DOI: 10.15468/dl.c6y5au
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pithecellobium dulce",
 "Country is Jamaica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019604-250802193616735/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.29457635
title: Investment Agent Data

description: This demo shows how to evaluate and monitor a multi-tool financial AI agent using Deepchecks. Our example features a CrewAI-powered investment advisor that handles complex, multi-step financial workflows with real financial tools.https://llmdocs.deepchecks.com/docs/agents-demo-investment-agent
DOI: 10.6084/m9.figshare.29457635.v5
title: Investment Agent Data

description: This demo shows how to evaluate and monitor a multi-tool financial AI agent using Deepchecks. Our example features a CrewAI-powered investment advisor that handles complex, multi-step financial workflows with real financial tools.https://llmdocs.deepchecks.com/docs/agents-demo-investment-agent
DOI: 10.6084/m9.figshare.29457635.v6
title: Investment Agent Data

description: This demo shows how to evaluate and monitor a multi-tool financial AI agent using Deepchecks. Our example features a CrewAI-powered investment advisor that handles complex, multi-step financial workflows with real financial tools.https://llmdocs.deepchecks.com/docs/agents-demo-investment-agent
DOI: 10.15468/dl.ncqjgw
title: Occurrence Download

description: A dataset containing 1 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 (Macaca silenus)",
 "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 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019605-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.36jbgd
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Boulenophrys boettgeri",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 125 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019607-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2bynfa
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 (Macaca silenus)",
 "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/0019606-250802193616735/datasets/export for details.
DOI: 10.15468/dl.mezyff
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 (Macaca silenus)",
 "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/0019609-250802193616735/datasets/export for details.
DOI: 10.15468/dl.eybw2m
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pithecellobium dulce",
 "Country is Kenya",
 "HasCoordinate is true"
 ]
}

 The dataset includes 62 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019608-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jsmuh
title: Occurrence Download

description: A dataset containing 72769 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phaetusa simplex)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 72769 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019579-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wsm29m
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADT6600"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019610-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.98xw3n
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pithecellobium dulce",
 "Country is Lao People’s Democratic Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019611-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.