cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5061/dryad.31zcrjdvw
title: SNP dataset for cape race brook trout

description: Many studies have investigated the loss of adaptive potential in
 endangered or exploited species experiencing recent population declines.
 Less research has studied adaptive genomic variation in small populations
 known to have persisted for long periods, despite the unique contribution
 that such populations provide for determining mechanisms underlying
 population persistence in evolutionary and conservation modeling. Small
 populations of Brook trout (Salvelinus fontinalis) have persisted in Cape
 Race, Newfoundland for &gt;12,000 years. We used
 genotyping-by-sequencing data to investigate the demographic history and
 adaptive genomic variation of 26 populations with effective population
 sizes (Ne) ranging from 11 to 442, and to explore mechanisms underlying
 long-term persistence. We show that all populations experienced
 demographic declines following postglacial colonization but have remained
 in their current, small Ne state for thousands of years. We also reveal
 greater homozygosity in adaptive alleles within the smallest populations
 and found signatures of adaptive divergence in small populations relating
 to several abiotic and biotic factors. Our study illustrates how the
 demographic history of a species can influence the adaptive dynamics of
 small populations persisting over long time periods.
description: # SNP dataset for cape race brook trout ### Description of the Data and
 file structure There are datasets that were used to perform the analyses
 for this paper: 1\. CapeRace_NeutralSNPs.vcf Neutral SNPs from Cape Race
 Brook trout populations. 2.CapeRace_annotatedSNPs.vcf Annotated SNPs from
 Cape Race Brook trout populations. 3\. CapeRace_OutlierSNPs.vcf PCAdapt
 outlier SNPs from Cape Race Brook trout populations. All .vcf files can be
 viewed in a standard text editor.
DOI: 10.15468/dl.y3vffh
title: Occurrence Download

description: A dataset containing 31 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 (Crotalus viridis Rafinesque, 1818)",
 "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 31 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016762-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15347275
title: Codes and data for Journal paper: Unprecedented carbon accumulation in the Indian Ocean during 2016-2017

description: MatlabCode.zip contains the MATLAB codes generating 4 figures in the article.

*.nc files are model results.
DOI: 10.5281/zenodo.15347276
title: Codes and data for Journal paper: Unprecedented carbon accumulation in the Indian Ocean during 2016-2017

description: MatlabCode.zip contains the MATLAB codes generating 4 figures in the article.

*.nc files are model results.
DOI: 10.15468/dl.z89hj4
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 (Crotalus viridis Rafinesque, 1818)",
 "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/0016764-250525065834625/datasets/export for details.
DOI: 10.15468/dl.dduxry
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 (Crotalus viridis Rafinesque, 1818)",
 "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/0016766-250525065834625/datasets/export for details.
DOI: 10.15468/dl.sadsjs
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 (Crotalus viridis Rafinesque, 1818)",
 "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/0016765-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15580219
title: Vandal Fire Intelligence - Columbia River Basin

description: Vandal Fire Intelligence (VFI) : Introduction and Milestones (2025)

VFI is a high‐performance, Dask powered platform developed to deliver dynamic, scalable flammability predictions to serve hyperlocal needs and global flammability analyses (Logan, Smith 2024). VFI informs fire managers, climate researchers, and NASA/NSF-aligned programs about evolving flammability risk patterns under changing environmental conditions. This builds on other documented efforts to explore single climate variables associated with wildfire activity in the Columbia River Basin Area of the United States from 1979-2025 (Logan 2024), such as



Wind Speed Trends (https://doi.org/10.5281/zenodo.15485100)

1000 Hour Fuel Moisture Trends (https://doi.org/10.5281/zenodo.15446652)

Vapor Pressure Deficit Trends (https://doi.org/10.5281/zenodo.15391290).
DOI: 10.5281/zenodo.15580220
title: Vandal Fire Intelligence - Columbia River Basin

description: Vandal Fire Intelligence (VFI) : Introduction and Milestones (2025)

VFI is a high‐performance, Dask powered platform developed to deliver dynamic, scalable flammability predictions to serve hyperlocal needs and global flammability analyses (Logan, Smith 2024). VFI informs fire managers, climate researchers, and NASA/NSF-aligned programs about evolving flammability risk patterns under changing environmental conditions. This builds on other documented efforts to explore single climate variables associated with wildfire activity in the Columbia River Basin Area of the United States from 1979-2025 (Logan 2024), such as



Wind Speed Trends (https://doi.org/10.5281/zenodo.15485100)

1000 Hour Fuel Moisture Trends (https://doi.org/10.5281/zenodo.15446652)

Vapor Pressure Deficit Trends (https://doi.org/10.5281/zenodo.15391290).
DOI: 10.15468/dl.5m62ty
title: Occurrence Download

description: A dataset containing 36448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36448 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016767-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5uhck8
title: Occurrence Download

description: A dataset containing 1118 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 (Crotalus atrox Baird & Girard, 1853)",
 "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 1118 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016770-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aqxjbm
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 (Crotalus atrox Baird & Girard, 1853)",
 "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/0016768-250525065834625/datasets/export for details.
DOI: 10.15468/dl.pqcfk9
title: Occurrence Download

description: A dataset containing 15212 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 (Crotalus atrox Baird & Girard, 1853)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 15212 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016769-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15580641
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250603b Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250603b Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15580642
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250603b Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250603b Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15576351
title: On the Complete Proof of the Collatz Conjecture: A Unified Approach via Logarithmic Drift, Inverse Dynamics, Finite Computation, Density Analysis, and Tree Processes

description: This work proposes a complete proof of the Collatz Conjecture by integrating several mathematical strategies into a unified framework. The conjecture, which asserts that any positive integer eventually reaches 1 under a simple recursive rule, is explored through the lens of logarithmic drift, inverse dynamics, and finite computation.

 

The paper introduces a deterministic reduction theorem grounded in modular arithmetic, providing structural guarantees beyond probabilistic intuition. It further develops a density analysis and tree process model to analyze trajectory behaviors over large input spaces. This approach combines heuristic, computational, and rigorous mathematical reasoning, aiming to close the conjecture with a complete theoretical foundation.

 

This repository includes the full LaTeX source for the paper: Collatz_Conjecture_Proof_Improved_Modified.tex.

 

Keywords: Collatz Conjecture, Logarithmic Drift, Inverse Dynamics, Finite Computation, Number Theory, Density Analysis, Mathematical Proof, Branching Process, Modulo Analysis

 

License: Creative Commons Attribution 4.0 International (CC BY 4.0)
DOI: 10.5281/zenodo.15576352
title: On the Complete Proof of the Collatz Conjecture: A Unified Approach via Logarithmic Drift, Inverse Dynamics, Finite Computation, Density Analysis, and Tree Processes

description: This work proposes a complete proof of the Collatz Conjecture by integrating several mathematical strategies into a unified framework. The conjecture, which asserts that any positive integer eventually reaches 1 under a simple recursive rule, is explored through the lens of logarithmic drift, inverse dynamics, and finite computation.

 

The paper introduces a deterministic reduction theorem grounded in modular arithmetic, providing structural guarantees beyond probabilistic intuition. It further develops a density analysis and tree process model to analyze trajectory behaviors over large input spaces. This approach combines heuristic, computational, and rigorous mathematical reasoning, aiming to close the conjecture with a complete theoretical foundation.

 

This repository includes the full LaTeX source for the paper: Collatz_Conjecture_Proof_Improved_Modified.tex.

 

Keywords: Collatz Conjecture, Logarithmic Drift, Inverse Dynamics, Finite Computation, Number Theory, Density Analysis, Mathematical Proof, Branching Process, Modulo Analysis

 

License: Creative Commons Attribution 4.0 International (CC BY 4.0)
DOI: 10.15468/dl.uks77h
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 (Crotalus atrox Baird & Girard, 1853)",
 "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/0016772-250525065834625/datasets/export for details.
DOI: 10.15468/dl.e64fck
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 (Crotalus atrox Baird & Girard, 1853)",
 "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/0016773-250525065834625/datasets/export for details.
DOI: 10.15468/dl.3as5mb
title: Occurrence Download

description: A dataset containing 36448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36448 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016771-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ksjjdv
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 (Crotalus atrox Baird & Girard, 1853)",
 "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/0016774-250525065834625/datasets/export for details.
DOI: 10.7266/n7c53htn
title: Fish eye-lens stable isotopes from the eastern Gulf of Mexico, summer 2013.
DOI: 10.15468/dl.b57hp8
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 (Masticophis flagellum (Shaw, 1802))",
 "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/0016778-250525065834625/datasets/export for details.
DOI: 10.15468/dl.hkaymu
title: Occurrence Download

description: A dataset containing 452108 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "not" : {
 "PublishingCountry" : [
 "is Norway"
 ]
 }
 },
 "Country is Svalbard and Jan Mayen",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is null",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
 },
 {
 "not" : {
 "DatasetKey" : [
 "is EBCC Atlas of European Breeding Birds"
 ]
 }
 },
 {
 "not" : {
 "DatasetKey" : [
 "is (Table 3) Relative abundance of Azolla spp., peridinoid dinocysts, gonyaulacoid dinocysts, non-saccate pollen, bisaccate pollen and spores from the Lomonosov Ridge during different Arctic coring expeditions"
 ]
 }
 }
 ]
}

 The dataset includes 452108 records from 743 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016749-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57837/actris-ares/k0kc-th45
title: ACTRIS-EARLINET 2025 aerosol backscatter profiles at 532nm over PUY Clermont-Ferrand - France

description: ACTRIS-EARLINET 2025 aerosol backscatter profiles at 532nm over PUY Clermont-Ferrand - France.
This dataset collects all the aerosol backscatter profiles at 532nm collected in 2025 at aerosol remote sensing PUY station (Clermont-Ferrand - France). This dataset is an incremental dataset: data are added until the end of 2025 as soon as a new observation is added on the ACTRIS/EARLINET database.
DOI: 10.5281/zenodo.16912145
title: Dataset related to article: Anti-GAD65 musicogenic epilepsy: Bilateral and independent mesial temporal seizures revealed by foramen ovale electrodes

description: FIGURE 1-2