cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.a2y4gw
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACI0732"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034355-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4yz7pt
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 (Liolaemus multimaculatus)",
 "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/0034356-250802193616735/datasets/export for details.
DOI: 10.15468/dl.9xxz4u
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 (Liolaemus multimaculatus)",
 "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/0034358-250802193616735/datasets/export for details.
DOI: 10.15468/dl.arprkz
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 (Liolaemus multimaculatus)",
 "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/0034359-250802193616735/datasets/export for details.
DOI: 10.57967/hf/6187
title: Simple-MathSteps-90K
DOI: 10.15468/dl.et87ts
title: Occurrence Download

description: A dataset containing 14039 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pomacentrus coelestis"
 ]
}

 The dataset includes 14039 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034361-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vqqsqr
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 (Lichenostomus melanops)",
 "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/0034363-250802193616735/datasets/export for details.
DOI: 10.15468/dl.wznvgg
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 (Lichenostomus melanops)",
 "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/0034362-250802193616735/datasets/export for details.
DOI: 10.15468/dl.s8r72t
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 (Lichenostomus melanops)",
 "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/0034364-250802193616735/datasets/export for details.
DOI: 10.15468/dl.7juuhz
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Observations de cerfs de Java sur le massif de la Roche Écrite - Observations de cerfs de Java à la Roche écrite (SEOR, 2020)"
 ]
}

 The dataset includes 30 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034366-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjvswb
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 (Lichenostomus melanops)",
 "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/0034369-250802193616735/datasets/export for details.
DOI: 10.15468/dl.2k29tt
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 (Lichenostomus melanops)",
 "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/0034371-250802193616735/datasets/export for details.
DOI: 10.15468/dl.39q8vw
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAB9538"
 ]
}

 The dataset includes 182 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034370-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16786148
title: ThermoFlex Retrofitting Theory (TFRT™) – Volume 2: Material Intelligence and Thermal Responsiveness in Infrastructure Systems

description: ThermoFlex Retrofitting Theory (TFRT™) – Volume 2: Material Intelligence and Thermal Responsiveness in Infrastructure SystemsISBN: 978-81-990930-7-2Author: Rahul VermaDeveloped under: Radhika BuildScience™ – MSME-Registered Civil Consultancy Platform

This second volume in the TFRT™ series represents a decisive shift from the principles introduced in Volume 1. While TFRT™ Volume 1 focused on present-day field applicability—flexible, breathable, and climate-adapted retrofitting systems designed for Indian conditions and national framework integration—Volume 2 moves into a futuristic, hypothetical domain where materials themselves become intelligent and predictive.

In Volume 1, adaptability was externally designed into the system: materials responded passively to environmental changes but required human oversight for inspection and intervention. In Volume 2, the proposed TFRT™-X Jacket becomes an autonomous structural partner, capable of:





Sensing heat, stress, and vibration through embedded nano-sensors




Actively redistributing thermal loads via microfluidic channels




Adjusting stiffness and flexibility with shape-memory polymers




Anticipating structural fatigue and adapting before failure occurs



This speculative yet technically plausible model integrates Material Intelligence (MI) and advanced Thermal Responsiveness (TR) into a five-layer adaptive shell, drawing from aerospace composites, bio-mimetic systems, and self-healing polymers. It includes a roadmap for moving from laboratory research to field pilots, as well as considerations for safety, ethics, and equitable access.

Developed under Radhika BuildScience™, this volume is designed to provoke thought and research into a possible future of sentient infrastructure—structures that are not only climate-resilient but also capable of active self-preservation. It stands apart from Volume 1 by transforming retrofitting from responsive protection into predictive adaptation, offering a bold vision for the decades ahead.
DOI: 10.5281/zenodo.16787580
title: ThermoFlex Retrofitting Theory (TFRT™) – Volume 2: Material Intelligence and Thermal Responsiveness in Infrastructure Systems

description: ThermoFlex Retrofitting Theory (TFRT™) – Volume 2: Material Intelligence and Thermal Responsiveness in Infrastructure SystemsISBN: 978-81-990930-7-2Author: Rahul VermaDeveloped under: Radhika BuildScience™ – MSME-Registered Civil Consultancy Platform

This second volume in the TFRT™ series represents a decisive shift from the principles introduced in Volume 1. While TFRT™ Volume 1 focused on present-day field applicability—flexible, breathable, and climate-adapted retrofitting systems designed for Indian conditions and national framework integration—Volume 2 moves into a futuristic, hypothetical domain where materials themselves become intelligent and predictive.

In Volume 1, adaptability was externally designed into the system: materials responded passively to environmental changes but required human oversight for inspection and intervention. In Volume 2, the proposed TFRT™-X Jacket becomes an autonomous structural partner, capable of:





Sensing heat, stress, and vibration through embedded nano-sensors




Actively redistributing thermal loads via microfluidic channels




Adjusting stiffness and flexibility with shape-memory polymers




Anticipating structural fatigue and adapting before failure occurs



This speculative yet technically plausible model integrates Material Intelligence (MI) and advanced Thermal Responsiveness (TR) into a five-layer adaptive shell, drawing from aerospace composites, bio-mimetic systems, and self-healing polymers. It includes a roadmap for moving from laboratory research to field pilots, as well as considerations for safety, ethics, and equitable access.

Developed under Radhika BuildScience™, this volume is designed to provoke thought and research into a possible future of sentient infrastructure—structures that are not only climate-resilient but also capable of active self-preservation. It stands apart from Volume 1 by transforming retrofitting from responsive protection into predictive adaptation, offering a bold vision for the decades ahead.
DOI: 10.15468/dl.z5j94t
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACD2025"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034372-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z4964c
title: Occurrence Download

description: A dataset containing 1623 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Magdalis duplicata"
 ]
}

 The dataset includes 1623 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034373-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/kxiomo
title: Does artificial intelligence reduce energy security risk? New evidence from spatial model and nonlinear perspective

description: data
DOI: 10.15468/dl.2mkggr
title: Occurrence Download

description: A dataset containing 5285 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pomacentrus lepidogenys"
 ]
}

 The dataset includes 5285 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034374-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjfjy6
title: Occurrence Download

description: A dataset containing 1178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Macao, Chinese Taipei)",
 "OccurrenceStatus is Present",
 "TaxonKey is Pteridium aquilinum latiusculum"
 ]
}

 The dataset includes 1178 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034375-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsqe6m
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAC4833"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034376-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9eb2n6
title: Occurrence Download

description: A dataset containing 967104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-117.29841 32.48661,-115.7025 32.63508,-115.99664 33.26566,-116.54911 33.85933,-117.05052 34.38442,-117.72557 34.62721,-118.32984 35.00561,-118.93581 35.32863,-119.36025 35.13651,-120.44738 35.04596,-120.76194 34.72358,-120.69216 34.32199,-119.59816 34.27285,-118.87676 33.88879,-118.35997 33.64358,-117.8228 33.41308,-117.43439 32.97972,-117.29841 32.48661))",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta",
 "Year 2019-2023"
 ]
}

 The dataset includes 967104 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034365-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pkeck8
title: Occurrence Download

description: A dataset containing 985483 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-117.29841 32.48661,-115.7025 32.63508,-115.99664 33.26566,-116.54911 33.85933,-117.05052 34.38442,-117.72557 34.62721,-118.32984 35.00561,-118.93581 35.32863,-119.36025 35.13651,-120.44738 35.04596,-120.76194 34.72358,-120.69216 34.32199,-119.59816 34.27285,-118.87676 33.88879,-118.35997 33.64358,-117.8228 33.41308,-117.43439 32.97972,-117.29841 32.48661))",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta",
 "Year 1000-2019"
 ]
}

 The dataset includes 985483 records from 284 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034360-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ypq424
title: Occurrence Download

description: A dataset containing 634463 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-117.29841 32.48661,-115.7025 32.63508,-115.99664 33.26566,-116.54911 33.85933,-117.05052 34.38442,-117.72557 34.62721,-118.32984 35.00561,-118.93581 35.32863,-119.36025 35.13651,-120.44738 35.04596,-120.76194 34.72358,-120.69216 34.32199,-119.59816 34.27285,-118.87676 33.88879,-118.35997 33.64358,-117.8228 33.41308,-117.43439 32.97972,-117.29841 32.48661))",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta",
 "Year 2023-2025"
 ]
}

 The dataset includes 634463 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034367-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qbc7t8
title: Occurrence Download

description: A dataset containing 11711353 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 11711353 records from 5350 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034357-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/1yjqgw
title: Replication Data for Inflation, Blame Attribution, and the 2022 US Congressional Elections

description: Dataset and dofiles for replicating "Inflation, Blame Attribution, and the 2022 US
Congressional Elections".
DOI: 10.15468/dl.c6tekp
title: Occurrence Download

description: A dataset containing 261645 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polyangia"
 ]
}

 The dataset includes 261645 records from 737 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010980-250426092105405/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.28927397
title: Raw data - COMMSENV-24-3880A(Title: <b>Draining of an ancient lake in the Hexi Corridor 4500 years ago triggered migration of the Hei Shan civilization</b>)

description: Here we analyse sedimentary architecture and sequence chronology, suggesting ancient seismicity led to channel deformation in the valley-floor, forming a natural dam and the resultant palaeolake. Drainage of the lake at 4.5 ka, linked to climate fluctuations, triggering human migration from the surrounding mountains to the lower reaches of the Hei River. Our findings reveal that rapid landform evolution probably influenced trans-Eurasian cultural exchange and delayed the formation of the Silk Road.<br>
DOI: 10.60656/d76aea0b91c04a11
title: Custom collection of categorize, and lidar data from Hyytiälä on 28 Apr 2025