cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/382-yes-579
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h8l-z7p-ww0
title: Chordata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w4y-hfq-yp3
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.jaqud4
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022454-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/bnn-21a-6d6
title: Cervus elaphus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rss-d66-cwh
title: †Conulus Leske, 1778

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9ht-4p3-zmv
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/znh-fnv-r7b
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p0m-bcq-hyj
title: Chordata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p96-wfx-6nk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7ef-5vq-6a6
title: †Schizophoria King, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f4h-gyc-166
title: Cetacea Brisson, 1762

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.j5pb5e
title: Occurrence Download

description: A dataset containing 17351 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyclospermum leptophyllum (Pers.) Sprague"
 ]
}

 The dataset includes 17351 records from 567 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005046-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.49ywbb
title: Occurrence Download

description: A dataset containing 1257 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Electrona risso (Cocco, 1829)"
 ]
}

 The dataset includes 1257 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005060-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/5652
title: ZELAITEST
DOI: 10.15468/dl.znjd68
title: Occurrence Download

description: A dataset containing 12548 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Aniba Aubl."
 ]
}

 The dataset includes 12548 records from 374 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011628-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k4jn4a
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAB5979"
 ]
}

 The dataset includes 29 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033748-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u4gqxn
title: Occurrence Download

description: A dataset containing 1148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Cuba",
 "BasisOfRecord is one of (Occurrence evidence, Human Observation)",
 "HasCoordinate is true",
 "Elevation is greater than or equal to -1000m",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 1148 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033747-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w8ekxk
title: Occurrence Download

description: A dataset containing 47494 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bangladesh",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 47494 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033746-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zbqurg
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAB5978"
 ]
}

 The dataset includes 25 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033750-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gtwfh9
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Christmas Island",
 "BasisOfRecord is one of (Occurrence evidence, Human Observation)",
 "HasCoordinate is true",
 "Elevation is greater than or equal to -1000m",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033749-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4jfj72
title: Occurrence Download

description: A dataset containing 1420 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((22.37371 51.04094,22.74372 51.04094,22.74372 51.3956,22.37371 51.3956,22.37371 51.04094))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1420 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033751-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xqcy75
title: Occurrence Download

description: A dataset containing 46072486 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than 2010",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 46072486 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033721-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7eashk
title: Occurrence Download

description: A dataset containing 150759 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 (Malurus lamberti)",
 "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 150759 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033737-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h436rc
title: Occurrence Download

description: A dataset containing 3525 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Cyprus",
 "BasisOfRecord is one of (Occurrence evidence, Human Observation)",
 "HasCoordinate is true",
 "Elevation is greater than or equal to -1000m",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 3525 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033753-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vnanx5
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudupeneus barberinus"
 ]
}

 The dataset includes 64 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033752-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c8zysw
title: Occurrence Download

description: A dataset containing 1422 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Pl@ntNet automatically identified occurrences",
 "Geometry POLYGON((22.37675 51.07578,22.78101 51.07578,22.78101 51.36396,22.37675 51.36396,22.37675 51.07578))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1422 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033754-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.apzke2
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033756-250802193616735/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.29848982.v3
title: Universal Creation Science: Resonance Restored — A Triadic Reformulation of Aether Through Harmonic Field Coherence Exploring Vacuum Structure, Redshift, and Density Coherence through TRAM

description: This paper introduces the Triadic Resonance Aether Model (TRAM), a modern reinterpretation of the classical aether concept based on harmonic field coherence. Rather than treating the vacuum as an empty void or material medium, TRAM proposes a structured, resonant field governed by triadic harmonic functions: field clearing, signal emission, and environmental synchronization. Drawing from Einstein-Aether theory, scalar-tensor models, and coherence-driven cosmology, the paper reframes redshift, gravity, and cosmic expansion as emergent properties of waveform alignment. It includes simulation-backed insights into coherence-based gravitational lensing and proposes a unified framework for understanding field interactions, time dilation, and vacuum behavior. This is part of the ongoing Universal Creation Science series by Timothy O. Furner, SparkCheck Compliance LLC.<br>
DOI: 10.34740/kaggle/dsv/12721077
title: Bangladesh Real Estate Datasets-2025(Chittagong)
DOI: 10.15468/dl.2jmdz7
title: Occurrence Download

description: A dataset containing 2035 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parupeneus ciliatus"
 ]
}

 The dataset includes 2035 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033758-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aduwbs
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 (Akodon azarae)",
 "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/0033759-250802193616735/datasets/export for details.
DOI: 10.15468/dl.3ftetv
title: Occurrence Download

description: A dataset containing 5373741 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fulica americana",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 5373741 records from 211 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033741-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tw4zp9
title: Occurrence Download

description: A dataset containing 30 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 (Akodon azarae)",
 "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 30 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033761-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2rjsqj
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 (Akodon azarae)",
 "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/0033760-250802193616735/datasets/export for details.
DOI: 10.34740/kaggle/dsv/12721385
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.faq7zr
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAC3697"
 ]
}

 The dataset includes 17 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033762-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nacygb
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 (Akodon azarae)",
 "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/0033763-250802193616735/datasets/export for details.
DOI: 10.15468/dl.4tznv8
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 (Akodon azarae)",
 "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/0033764-250802193616735/datasets/export for details.
DOI: 10.15468/dl.sxq4x9
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 (Akodon azarae)",
 "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/0033765-250802193616735/datasets/export for details.
DOI: 10.5281/zenodo.15807586
title: State of Wildfires 2024-25: ConFLAME Future Projections

description: ConFLAME future projection and isimip attribution outputs are split by region, using the same regional naming convention as in previous years, with each directory name ending in -2425 to denote the 2024/25 report version:



Amazon-2425 – Northeast Amazonia

Pantanal-2425 – Pantanal–Chiquitano

LA-2425 – Southern California

Congo-2425 – Congo Basin


Each region directory contains time series outputs from ConFLAME simulations driven by ISIMIP climate data, covering both historical and future projection experiments. The data structure is similar to the attribution outputs found at 10.5281/zenodo.15641876, but differs in experiment types and the inclusion of multiple climate models.




Directory Structure

<<region>>/time_series/<<experiment>>/...

1. Attribution-style experiments (ISIMIP3a; 2000–2019)

For the following experiments:



early_industrial – Simulations under pre-industrial climate

counterfactual – Simulations with climate change signal removed

factual – Simulations with observed historical climate


The structure continues as:

<<range>>/<<members or percentiles>>/<<metric>>/<<variable>>.csv



Range:



mean – Regional mean burned area

pc-0.95 – Burned area for the grid cells with the highest 5% BA


Members or Percentiles:



members – Time series for all ensemble members from the posterior

percentiles – Precomputed percentile ranges over all members


Metric:



absolute – Burned area in km² or equivalent

climatology – Long-term monthly mean burned area

anomaly – Deviation from climatology for that month

ratio – Burned area divided by climatology






2. Future projections (ISIMIP3b; Historical: 2000–2014, SSPs: 2015–2100)

For the following experiments:



historical – Simulations with observed climate up to 2014

ssp126 – Low-emissions scenario

ssp370 – Middle-of-the-road scenario

ssp585 – High-emissions scenario


The structure continues as:

model/<<model>>/<<range>>/<<members or percentiles>>/<<metric>>/<<variable>>.csv



Models:



GFDL-ESM4

IPSL-CM6A-LR

MPI-ESM1-2-HR

MRI-ESM2-0

UKESM1-0-LL






Important Notes



This repo does not include the samples directory (full spatial posterior draws) because these can exceed 1 TB per region.

You can easily regenerate samples by installing ConFLAME from:https://github.com/douglask3/Bayesian_fire_modelsand running the provided namelist for the desired experiment.