cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.v7fz7a
title: Occurrence Download

description: A dataset containing 1822 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lissachatina fulica",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1822 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007250-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11264203
title: Data Accompanying "CountASAP: A Lightweight, Easy to Use Python Package for Processing ASAPseq Data"

description: Raw CITEseq, ASAPseq, and ATAC seq FASTQ files that were processed using CountASAP, a recently developed software. These data were used in a manuscript highlighting the functionality and benchmarking of this software. These raw data should make it possible to recereate every figure in the manuscript.

 

Preprint Link:

https://www.biorxiv.org/content/10.1101/2024.05.20.595042v1

Github Link:

https://github.com/ctboughter/countASAP
DOI: 10.5281/zenodo.11264202
title: Data Accompanying "CountASAP: A Lightweight, Easy to Use Python Package for Processing ASAPseq Data"

description: Raw CITEseq, ASAPseq, and ATAC seq FASTQ files that were processed using CountASAP, a recently developed software. These data were used in a manuscript highlighting the functionality and benchmarking of this software. These raw data should make it possible to recereate every figure in the manuscript.

 

Preprint Link:

https://www.biorxiv.org/content/10.1101/2024.05.20.595042v1

Github Link:

https://github.com/ctboughter/countASAP
DOI: 10.15468/dl.vtqp7n
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 (Lophocebus albigena)",
 "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/0007253-250711103210423/datasets/export for details.
DOI: 10.15468/dl.tc7bus
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 (Lophocebus albigena)",
 "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/0007254-250711103210423/datasets/export for details.
DOI: 10.15468/dl.2tyk2b
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 (Lophocebus albigena)",
 "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/0007255-250711103210423/datasets/export for details.
DOI: 10.15468/dl.eprsxe
title: Occurrence Download

description: A dataset containing 10350 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Spodoptera frugiperda"
 ]
}

 The dataset includes 10350 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007237-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uvvwrz
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.19_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Artemisia palustris"
 ]
}

 The dataset includes 42 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007256-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fpbgnh
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Barbus radiatus"
 ]
}

 The dataset includes 188 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007257-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qyjy98
title: Occurrence Download

description: A dataset containing 413 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 (Lophocebus albigena)",
 "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 413 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007262-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uhrmzp
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 (Lophocebus albigena)",
 "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/0007261-250711103210423/datasets/export for details.
DOI: 10.15468/dl.q95tqc
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Deroceras laeve",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 37 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007259-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dcusmb
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 (Lophocebus albigena)",
 "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/0007260-250711103210423/datasets/export for details.
DOI: 10.15468/dl.25pwka
title: Occurrence Download

description: A dataset containing 30453612 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dasymaschalon rostratum, Dasiphora fruticosa, Darlingia darlingiana, Daphnopsis philippiana, Daphniphyllum, Daphniphyllum pentandrum, Daphniphyllum paxianum, Daphniphyllum macropodum, Daphniphyllum calycinum, Daphne mezereum, Daphne laureola, Daphne gemmata, Danthonia spicata, Danthonia intermedia, Danthonia decumbens, Danthonia californica, Daniellia oliveri, Dampiera stricta, Dampiera eriocephala, Dampiera candicans, Damnacanthus indicus, Dalea versicolor, Dalea purpusii, Dalea purpurea, Dalea polygonoides, Dalea pogonathera, Dalea mollis, Dalea leporina, Dalea hospes, Dalea cliffortiana, Dalbergia tonkinensis, Dalbergia sissoo, Dalbergia retusa, Dalbergia pinnata, Dalbergia pinnata, Dalbergia obovata, Dalbergia nitidula, Dalbergia monetaria, Dalbergia miscolobium, Dalbergia melanoxylon, Dalbergia lanceolaria, Dalbergia hupeana, Dalbergia hupeana, Dalbergia hancei, Dalbergia balansae, Dalbergia armata, Dahlstedtia pinnata, Dactylorhiza viridis, Dactylorhiza sambucina, Dactylorhiza majalis, Dactylorhiza maculata, Dactylorhiza incarnata, Dactylorhiza fuchsii, Dactyloctenium capitatum, Dactylis glomerata, Dacryodes rugosa, Dacryodes rubiginosa, Dacryodes rostrata, Dacryodes nitens, Dacryodes laxa, Dacryodes klaineana, Dacryodes kingii, Dacryodes hopkinsii, Dacryodes excelsa, Dacryodes edulis, Dacryodes cuspidata, Dacryodes costata, Dacryodes chimantensis, Dacryodes buettneri, Dacrycarpus dacrydioides, Cytisus scoparius, Cytisus nigricans, Fabaceae, Cyrtandra sessilis, Cyrtandra pulchella, Cyrtandra efatensis, Cyrillopsis paraensis, Cyrilla racemiflora, Cypripedium guttatum, Cynosurus echinatus, Cynosurus cristatus, Cynophalla verrucosa, Cynophalla flexuosa, Cynometra retusa, Cynometra mannii, Cynometra floretii, Cynometra filifera, Cynometra cauliflora, Cynometra brachyrrhachis, Cynoglossum officinale, Cynoglossum divaricatum, Cynoglossum australe, Cynanchum thesioides, Cynanchum ovalifolium, Cynanchum obtusifolium, Cynanchum morrenioides, Cynanchum mongolicum, Cynanchum chinense, Cymopterus alpinus, Cymbosema roseum, Cymbopogon nardus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 30453612 records from 9058 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007234-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18663480
title: "ZAMONAVIY TA'LIMDA MASOFAVIY OʻQITISH: BILISH VA KOMPYUTER"

description: Ushbu maqolada masofali o‘qitish hozirgi kunning barcha talablariga javob berishi, ayniqsa, yo‘l xarajatlarini hisobga olmaganda, kunduzgi ta’limni barcha sistemalarini tashkil qilishida mablag‘lariga ham o‘z ta’sirini ko‘rsatishi, lekin bularni amalga oshirishda ko‘pgina faktorlar hisobida qiyinchilik bilan amalga oshirilib kelinishi haqida bayon qilingan.
DOI: 10.5281/zenodo.18663481
title: "ZAMONAVIY TA'LIMDA MASOFAVIY OʻQITISH: BILISH VA KOMPYUTER"

description: Ushbu maqolada masofali o‘qitish hozirgi kunning barcha talablariga javob berishi, ayniqsa, yo‘l xarajatlarini hisobga olmaganda, kunduzgi ta’limni barcha sistemalarini tashkil qilishida mablag‘lariga ham o‘z ta’sirini ko‘rsatishi, lekin bularni amalga oshirishda ko‘pgina faktorlar hisobida qiyinchilik bilan amalga oshirilib kelinishi haqida bayon qilingan.
DOI: 10.5281/zenodo.18663473
title: AESTHETIC AND EXPRESSIVE POSSIBILITIES OF PUNCTUATION IN FICTIONAL TEXT (BASED ON ENGLISH AND UZBEK LANGUAGE MATERIALS)

description: Punctuation marks constitute one of the most under-theorized yet semantically potent dimensions of literary expression. Traditionally consigned to the domain of grammatical prescription, these graphic signs perform far more complex semiotic functions within fictional texts. This article investigates the aesthetic and expressive possibilities of punctuation in English and Uzbek literary traditions through comparative analysis. Drawing on Mark Twain's “The Adventures of Tom Sawyer”, Abdulla Qodiriy's “O‘tkan kunlar”, and the experimental prose of William Faulkner, Virginia Woolf, Hamid Ismailov, and Erkin Vohidov, the study demonstrates that punctuation operates as what I term "silent lexis"—a non-lexical vocabulary capable of conveying emotional nuance, psychological depth, cultural mentality, and authorial ideology. The analysis reveals that while English literary punctuation tends toward dynamism, spontaneity, and individual expressiveness, Uzbek literary punctuation privileges introspection, emotional restraint, and communal values. The article concludes that punctuation constitutes a vital interface between grammatical structure and artistic vision, between linguistic universals and cultural particularities.
DOI: 10.5281/zenodo.18663472
title: AESTHETIC AND EXPRESSIVE POSSIBILITIES OF PUNCTUATION IN FICTIONAL TEXT (BASED ON ENGLISH AND UZBEK LANGUAGE MATERIALS)

description: Punctuation marks constitute one of the most under-theorized yet semantically potent dimensions of literary expression. Traditionally consigned to the domain of grammatical prescription, these graphic signs perform far more complex semiotic functions within fictional texts. This article investigates the aesthetic and expressive possibilities of punctuation in English and Uzbek literary traditions through comparative analysis. Drawing on Mark Twain's “The Adventures of Tom Sawyer”, Abdulla Qodiriy's “O‘tkan kunlar”, and the experimental prose of William Faulkner, Virginia Woolf, Hamid Ismailov, and Erkin Vohidov, the study demonstrates that punctuation operates as what I term "silent lexis"—a non-lexical vocabulary capable of conveying emotional nuance, psychological depth, cultural mentality, and authorial ideology. The analysis reveals that while English literary punctuation tends toward dynamism, spontaneity, and individual expressiveness, Uzbek literary punctuation privileges introspection, emotional restraint, and communal values. The article concludes that punctuation constitutes a vital interface between grammatical structure and artistic vision, between linguistic universals and cultural particularities.
DOI: 10.5281/zenodo.18663397
title: Supplementary Information: Temporal Trends of Environmental Contaminants in Durham, NC, Creek Using Non-targeted Analysis

description: Third Fork Creek is an urban tributary in Durham, North Carolina, USA that drains to Jordan Lake, a regional drinking‑water supply. Because the last comprehensive chemical survey of this creek was conducted in 2014 and demonstrated poor water quality, we used a combined targeted and non‑targeted analysis (NTA) approach to establish an updated baseline of organic contamination and to prioritize analytes for future monitoring. We sampled three sites monthly from July–December 2022. Water samples were filtered, extracted by solid‑phase extraction, and analyzed by UHPLC–Orbitrap HRMS. In total, 1,346 features were detected (1,043 in positive mode; 303 in negative mode). Spectral library matching returned 43 candidate identifications (29 positive, 14 negative), and mass‑list screening provided additional tentative IDs. Principal component analysis showed that temporal (monthly) variation explained more of the compositional differences than spatial location across the three sites. Detected compound classes included pharmaceuticals, PFAS, plasticizers, biocides, and personal‑care residues. Compounds confirmed with analytical standards included atrazine, deisopropyl‑atrazine, metolachlor, imidacloprid, sucralose, dibutyl phthalate, caffeine, 6:2 fluorotelomer sulfonate, PFOS, and 4‑methylbenzotriazole. Sucralose, a wastewater tracer, ranged from 1.2 to 53.5 ng L−1 and was highest at the South Alston site in August and October. Suspect screening highlighted several additional priority contaminants for follow‑up—8‑hydroxyquinoline, sildenafil, and oxymetazoline among them. These results demonstrate that seasonal NTA campaigns can (1) provide a broad, up‑to‑date contaminant baseline in urban surface waters, (2) reveal temporal pulses and hotspots that routine targeted networks may miss, and (3) generate prioritized target lists to make subsequent routine monitoring and remediation efforts more efficient and cost‑effective.

The following Supplementary Information for this abstract includes an excel file with associated NTA data and Word Document with associated supplementary information.
DOI: 10.5281/zenodo.18663398
title: Supplementary Information: Temporal Trends of Environmental Contaminants in Durham, NC, Creek Using Non-targeted Analysis

description: Third Fork Creek is an urban tributary in Durham, North Carolina, USA that drains to Jordan Lake, a regional drinking‑water supply. Because the last comprehensive chemical survey of this creek was conducted in 2014 and demonstrated poor water quality, we used a combined targeted and non‑targeted analysis (NTA) approach to establish an updated baseline of organic contamination and to prioritize analytes for future monitoring. We sampled three sites monthly from July–December 2022. Water samples were filtered, extracted by solid‑phase extraction, and analyzed by UHPLC–Orbitrap HRMS. In total, 1,346 features were detected (1,043 in positive mode; 303 in negative mode). Spectral library matching returned 43 candidate identifications (29 positive, 14 negative), and mass‑list screening provided additional tentative IDs. Principal component analysis showed that temporal (monthly) variation explained more of the compositional differences than spatial location across the three sites. Detected compound classes included pharmaceuticals, PFAS, plasticizers, biocides, and personal‑care residues. Compounds confirmed with analytical standards included atrazine, deisopropyl‑atrazine, metolachlor, imidacloprid, sucralose, dibutyl phthalate, caffeine, 6:2 fluorotelomer sulfonate, PFOS, and 4‑methylbenzotriazole. Sucralose, a wastewater tracer, ranged from 1.2 to 53.5 ng L−1 and was highest at the South Alston site in August and October. Suspect screening highlighted several additional priority contaminants for follow‑up—8‑hydroxyquinoline, sildenafil, and oxymetazoline among them. These results demonstrate that seasonal NTA campaigns can (1) provide a broad, up‑to‑date contaminant baseline in urban surface waters, (2) reveal temporal pulses and hotspots that routine targeted networks may miss, and (3) generate prioritized target lists to make subsequent routine monitoring and remediation efforts more efficient and cost‑effective.

The following Supplementary Information for this abstract includes an excel file with associated NTA data and Word Document with associated supplementary information.
DOI: 10.48580/d4fs
title: Official Lists and Indexes of Names in Zoology
DOI: 10.48580/d4g3
title: Flora e Funga do Brasil - Lista Oficial
DOI: 10.48580/d4fx
title: Spinnengids
DOI: 10.5281/zenodo.17781806
title: Globular Clusters GMRT Pulsar Search (GCGPS): Raw (FITS) Radio Images

description: This dataset contains the raw FITS image files corresponding to the globular clusters observed as part of the Globular Clusters GMRT Pulsar Search (GCGPS) survey. These data were generated using the CAPTURE imaging pipeline. The total dataset size is approximately 5.5 GB.

These FITS images are provided as supporting material for the accompanying manuscript: “Globular Clusters GMRT Pulsar Search (GCGPS) II: Discovery of Five MSPs in M69 and M70” (accepted to the Astrophysical Journal). The uploaded files include the raw interferometric images for all clusters observed to date under the GCGPS program.
DOI: 10.5281/zenodo.17781807
title: Globular Clusters GMRT Pulsar Search (GCGPS): Raw (FITS) Radio Images

description: This dataset contains the raw FITS image files corresponding to the globular clusters observed as part of the Globular Clusters GMRT Pulsar Search (GCGPS) survey. These data were generated using the CAPTURE imaging pipeline. The total dataset size is approximately 5.5 GB.

These FITS images are provided as supporting material for the accompanying manuscript: “Globular Clusters GMRT Pulsar Search (GCGPS) II: Discovery of Five MSPs in M69 and M70” (accepted to the Astrophysical Journal). The uploaded files include the raw interferometric images for all clusters observed to date under the GCGPS program.
DOI: 10.15468/dl.bnr2ba
title: Occurrence Download

description: A dataset containing 3348797 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phasianus colchicus"
 ]
}

 The dataset includes 3348797 records from 3965 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022511-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x6v6ax
title: Occurrence Download

description: A dataset containing 488814 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphibia",
 "Year is 2023"
 ]
}

 The dataset includes 488814 records from 629 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007086-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.