cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.26023/kagq-0spe-1z0g
title: SAS: NCAR ACD FLEXPART Backtrajectories. Version 1.0

description: This dataset contains output of FLEXPART, a Lagrangian Particle Dispersion Model (LPDM), including an updated version of the plots/ICARTT data. It provides information on the history of air sampled along the C130 flight track by releasing "particles" (infinitesimally small parcels of air) from the plane location and following its path backwards in time. Advection, turbulence and convection are the processes considered. A particle itself is "inert", processes like deposition, emission or chemical conversion are not considered. Thereby the result could be called "airmass history", as the particles behave like air. Its location back in time and space since released is called "backtrajectory". The chaotic nature of the atmosphere and uncertainties in model estimates of wind vector, turbulence and convection requires a statistical approach to estimate all probable backtrajectories. Hence not only one, but a large number of particles (1e5 - 1e6) are released over a short time period (1 hr) and followed back in time. While the exact trajectory for each particle is used internally, the main model result is the number of particles and the time they spent within a 3D lat/lon/altitude grid, called a "sensitivity" or "residence time" field. This is calculated at discrete intervals (every hour) in time since release. These fields are the raw output of the model calculations. For ease of use, deterministic backtrajectories as mass weighted mean of the plume at each hour, and 5 plume cluster centroids (Stohl et al., Atm. Env., 2002) are calculated as well. NOTE: Narrowing your order by date will allow you to select from a smaller group of files. Please make sure to properly acknowledge this dataset in publications or presentations, or consider offering co-authorship if you deem it to be a substantial contribution to your work.
DOI: 10.5519/qd.2i28d9v9
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.15468/dl.k6kgds
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alnus alnobetula",
 "Country is Iceland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043641-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.585cxw
title: Occurrence Download

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

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043642-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rk5mwc
title: Occurrence Download

description: A dataset containing 749 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Spirostachys"
 ]
}

 The dataset includes 749 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043644-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/a6b2-1x03-4105
title: SAS: National Weather Service High Resolution Radiosonde Data. Version 1.0

description: The National Oceanic and Atmospheric Administration (NOAA) National Weather Service (NWS) routinely releases radiosondes two times per day (00 and 12 UTC) and does occasional special releases at other times of day (usually 18 UTC) from sites across the United States. This data set includes the quality controlled NWS soundings released from 16 stations located within the Southeast Atmosphere Study (SAS) domain for the SAS field phase (1 June to 15 July 2013). A total of 1438 quality controlled, high resolution (1-second) soundings are contained in the final SAS data set. These data were converted into the EOL Sounding Composite (ESC) format (columnar ASCII).
DOI: 10.15468/dl.7rjrtg
title: Occurrence Download

description: A dataset containing 9285 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lygodium",
 "Year is greater than or equal to 1980",
 "Geometry POLYGON((-120 30, -30 30, -30 -30, -120 -30, -120 30))"
 ]
}

 The dataset includes 9285 records from 309 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043643-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fkjuyy
title: Occurrence Download

description: A dataset containing 8857988 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Peru"
 ]
}

 The dataset includes 8857988 records from 289 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043601-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/kpkm-19qv-fj0t
title: SAS: Detector for Oxidized Hg Species (DOHGS) Data. Version 1.0

description: This data set contains speciated mercury measurements of THg GEM and RM collected by the Detector for Oxidized Hg Species (DOHGS) aboard the NSF/NCAR C-130 from 3 June to 14 July 2013 as part of the Southeast Atmosphere Study (SAS). This data set is in ICARTT format. Please see the readme file and the header portion of the data files for details on instruments, parameters, quality assurance, quality control, contact information, and data set comments.
DOI: 10.26023/zkm7-fkep-pr0z
title: SAS: Proton Transfer Reaction Mass Spectrometer (PTR-MS) Data. Version 1.0

description: This data set includes PTR-MS measurements of VOCs (methanol, acetonitrile, acetaldehyde, acetone+propanal, isoprene, benzene, toluene, c8-aromatics, c9-atomatics, acetic acid, formic acid, MVK+MACR, MEK+butanal, sum of monoterpenes) collected during NOMADSS from June 3 to July 15, 2013. This data set is in ICARTT format. Please see the header portion of the data files for details on the data set. This data set was updated on 4 November 2014.
DOI: 10.15468/dl.fjqnc6
title: Occurrence Download

description: A dataset containing 2823868 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "CoordinateUncertaintyInMeters 0.0-5000.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia",
 "Year 1958-2025"
 ]
}

 The dataset includes 2823868 records from 694 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043614-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.843s96
title: Occurrence Download

description: A dataset containing 2718 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tulipa suaveolens"
 ]
}

 The dataset includes 2718 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043645-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rzda36
title: Occurrence Download

description: A dataset containing 1148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erebia montana",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 1148 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067309-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/k5tj8b
title: Macropodidae

description: This dataset contains the digitized treatments in Plazi based on the original book chapter Russell A. Mittermeier, Don E. Wilson (2015): Macropodidae. In: Handbook of the Mammals of the World – Volume 5 Monotremes and Marsupials. Barcelona: Lynx Edicions: 630-735, ISBN: 978-84-96553-99-6, DOI: 10.5281/zenodo.6723703
DOI: 10.15468/dl.8pd3nc
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((13.19649 41.22494,13.72972 41.23206,13.72423 41.51365,13.1887 41.50646,13.19649 41.22494))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Falco subbuteo",
 "Year 1990-2025"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067310-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18071147
title: 4867-the-elephant-who-loved-colors covers : A
DOI: 10.5281/zenodo.18071148
title: 4867-the-elephant-who-loved-colors covers : A
DOI: 10.6084/m9.figshare.30670553
title: <b>Code and Data for Browser-Native Autonomous Web-based Geographical Information Systems Using Small Language Models</b>

description: This repository contains the source code, trained models, and benchmark datasets supporting the study <i>“Fine-Tuning Small Language Models (SLMs) for Autonomous Web-based Geographical Information Systems (AWebGIS)”</i>. The materials enable reproduction of experiments comparing a cloud-based large language model (DeepSeek Chat V3.1) with browser-executable, fine-tuned Small Language Models (T5-small, T5-efficient-mini, and T5-efficient-tiny) for executing geospatial operations from natural language input.The codebase implements a fully decentralized AWebGIS architecture running entirely in the web browser using WebAssembly and WebGPU, eliminating reliance on centralized cloud infrastructures. The dataset includes natural language–to–geospatial-function mappings used for training and evaluation, along with scripts for performance assessment using Exact Match Accuracy, Levenshtein Similarity, and ROUGE metrics.These resources support research on privacy-preserving, cost-efficient, and installation-free autonomous Web GIS systems.
DOI: 10.6084/m9.figshare.30670553.v1
title: <b>Code and Data for Browser-Native Autonomous Web-based Geographical Information Systems Using Small Language Models</b>

description: This repository contains the source code, trained models, and benchmark datasets supporting the study <i>“Fine-Tuning Small Language Models (SLMs) for Autonomous Web-based Geographical Information Systems (AWebGIS)”</i>. The materials enable reproduction of experiments comparing a cloud-based large language model (DeepSeek Chat V3.1) with browser-executable, fine-tuned Small Language Models (T5-small, T5-efficient-mini, and T5-efficient-tiny) for executing geospatial operations from natural language input.The codebase implements a fully decentralized AWebGIS architecture running entirely in the web browser using WebAssembly and WebGPU, eliminating reliance on centralized cloud infrastructures. The dataset includes natural language–to–geospatial-function mappings used for training and evaluation, along with scripts for performance assessment using Exact Match Accuracy, Levenshtein Similarity, and ROUGE metrics.These resources support research on privacy-preserving, cost-efficient, and installation-free autonomous Web GIS systems.
DOI: 10.15468/fhs6c7
title: A revision of the genus Sclerocoelus Marshall (Diptera: Sphaeroceridae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Kuwahara, Gregory K., Marshall, Stephen A., Paiero, Steven M. (2025): A revision of the genus Sclerocoelus Marshall (Diptera: Sphaeroceridae). European Journal of Taxonomy 979: 1-277, DOI: 10.5852/ejt.2025.979.2803, URL: https://europeanjournaloftaxonomy.eu/index.php/ejt/article/download/2803/12807Abstract. The widespread but mostly Andean genus Sclerocoelus Marshall, 1995 is revised and redescribed, and the following 48 new species are described: S. aduncus sp. nov. (Ecuador), S. alpinus sp. nov. (Ecuador, Venezuela), S. altus sp. nov. (Ecuador), S. argentinensis sp. nov. (Argentina), S. azulensis sp. nov. (Ecuador), S. binus sp. nov. (Bolivia, Costa Rica, Ecuador, Peru, Venezuela), S. bucki sp. nov. (Bolivia, Costa Rica, Ecuador, Peru), S. caligarius sp. nov. (Bolivia), S. chilensis sp. nov. (Chile), S. copiosus sp. nov. (Bolivia, Brazil, Costa Rica, Ecuador, Panama, Peru, Venezuela), S. costaricensis sp. nov. (Costa Rica), S. cubus sp. nov. (Ecuador, Peru), S. dasysternum sp. nov. (Costa Rica, Guatemala, Honduras, Panama, Tobago), S. dominicensis sp. nov. (Dominica), S. dryadalis sp. nov. (Venezuela), S. elephas sp. nov. (Bolivia, Ecuador, Venezuela), S. espeletia sp. nov. (Venezuela), S. flavus sp. nov. (Venezuela), S. frigidifrons sp. nov. (Ecuador), S. grandicercus sp. nov. (Costa Rica), S. inornatus sp. nov. (Ecuador), S. irregularis sp. nov. (Argentina, Bolivia, Brazil, Costa Rica, Ecuador, Paraguay), S. latibarbus sp. nov. (Guatemala, Honduras, Mexico), S. lazulita sp. nov. (Bolivia, Ecuador, Venezuela), S. limbus sp. nov. (Bolivia, Peru), S. longibarbus sp. nov. (Costa Rica, Guatemala, Mexico), S. lutosus sp. nov. (Bolivia, Peru), S. mandibulum sp. nov. (Bolivia, Ecuador), S. masneri sp. nov. (Venezuela), S. meridensis sp. nov. (Venezuela), S. nebulosus sp. nov. (Costa Rica, Ecuador, Venezuela), S. nitidistylus sp. nov. (Costa Rica, Panama), S. ocellatus sp. nov. (Costa Rica), S. paranebulosus sp. nov. (Venezuela), S. pararegularis sp. nov. (Mexico), S. parasordipes sp. nov. (Canada, Mexico, USA), S. penai sp. nov. (Bolivia), S. punensis sp. nov. (Bolivia, Peru), S. puyensis sp. nov. (Ecuador), S. recurvatus sp. nov. (Costa Rica), S. riparius sp. nov. (Ecuador), S. rostrum sp. nov. (Mexico), S. synorios sp. nov. (Mexico, USA), S. tantus sp. nov. (Argentina, Bolivia, Brazil, Ecuador, Peru, Paraguay, Venezuela), S. tridens sp. nov. (Bolivia, Ecuador), S. turpis sp. nov. (Brazil), S. vulgatus sp. nov. (Costa Rica, Guatemala, Honduras, Mexico, Nicaragua, Panama, Peru), and S. xynos sp. nov. (Argentina, Bolivia, Ecuador, Peru, Venezuela). A key to species is provided, along with discussions of the relationships, distribution, and biology.
DOI: 10.15468/kphbyu
title: Order Perissodactyla

description: This dataset contains the digitized treatments in Plazi based on the original book chapter Wilson, Don E., Reeder, DeeAnn (2005): Order Perissodactyla. In: Mammal Species of the World: a Taxonomic and Geographic Reference (3 rd Edition), Volume 1. Baltimore: The Johns Hopkins University Press: 629-636, ISBN: 0-8018-8221-4, DOI: 10.5281/zenodo.7316519
DOI: 10.15468/7j9qeg
title: A first revision of the Andrena of Iraq (Hymenoptera, Andrenidae), with the description of two new species from Iraqi Kurdistan and additional records from surrounding countries

description: This dataset contains the digitized treatments in Plazi based on the original journal article Wood, Thomas J., Ismael, Halgurd R., Baiocchi, Daniele, Hamad, Mudhafar I., Bapir, Tahseen T., Selis, Marco (2024): A first revision of the Andrena of Iraq (Hymenoptera, Andrenidae), with the description of two new species from Iraqi Kurdistan and additional records from surrounding countries. ZooKeys 1205: 267-298, DOI: 10.3897/zookeys.1205.120033AbstractIraq is a large country in the Middle East region that borders both Turkey and Iran, countries known to host two of the largest bee faunas globally, as expected for a group of insects that favour dry to Mediterranean climates. Despite this huge regional species richness, the bee fauna of Iraq is chronically understudied and poorly known, both in relative and absolute terms. This is true for the hyper-speciose bee genus Andrena, for which only 17 species have been previously published for Iraq. This work is the first modern contribution to the revision of the Andrena fauna of Iraq. Based on new specimen collections in Duhok Governorate (Iraqi Kurdistan) during 2023, a revised total of 59 Andrena species for Iraq (42 species recorded for the first time) is presented, including the description of two new species: Andrena (Aciandrena) duhokensis Wood, sp. nov. and Andrena (Notandrena) baiocchii Wood, sp. nov. The unknown males of A. (Micrandrena) elam Wood, 2022, A. (Micrandrena) obsidiana Wood, 2022, and A. (Notandrena) ayna Wood, 2023 are described. Andrena bakrajoensis Amin & Mawlood, 2019, syn. nov. is synonymised with A. (Holandrena) variabilis Smith, 1853. Additional records are presented from nearby Middle Eastern countries, particularly Lebanon. These results highlight the fundamentally understudied nature of the Iraqi Andrena fauna.
DOI: 10.15468/dl.eutdzy
title: Occurrence Download

description: A dataset containing 3254 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erebia neoridas",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 3254 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067311-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/btmfbm
title: Illustrated Key to the Snakes of the Philippines

description: This dataset contains the digitized treatments in Plazi based on the original journal article Weinell, Jeffrey L., Hooper, Errol, Leviton, Alan E., Brown, Rafe M. (2019): Illustrated Key to the Snakes of the Philippines. Proceedings of the California Academy of Sciences 66 (1): 1-49, DOI: 10.5281/zenodo.11512680
DOI: 10.15468/xxk2yn
title: A Taxonomic Revision Of The Afrotropical Species Of The Weevil Genus Cionus (Coleoptera: Curculionidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Caldara, Roberto, Košťál, Michael (2023): A Taxonomic Revision Of The Afrotropical Species Of The Weevil Genus Cionus (Coleoptera: Curculionidae). Zootaxa 5288 (1): 1-98, DOI: 10.11646/zootaxa.5288.1.1, URL: http://dx.doi.org/10.11646/zootaxa.5288.1.1AbstractThe Afrotropical species of the genus Cionus Clairville, 1798 are revised and 52 species are recognized as valid. Thirtyone species are described as new to the science: twenty-five from the continental subregions (C. concavifrons sp. n., C. coniungens sp. n., C. cretaceus sp. n., C. diaboli sp. n., C. fimbriatus sp. n., C. frater sp. n., C. friedmani sp. n., C. geometricus sp. n., C. hirtellus sp. n., C. intermedius sp. n., C. latruncularius sp. n., C. limosus sp. n., C. longinasus sp. n., C. mimeticus sp. n., C. natalensis sp. n., C. nhlosanicus sp. n., C. oberprieleri sp. n., C. oculatus sp. n., C. schuelei sp. n., C. stalsi sp. n., C. tanzanicus sp. n., C. tenuepilosus sp. n., C. terrosus sp. n., C. transvaalicus sp. n., C. zimbabwicus sp. n.) and six from Madagascar (C. callosus sp. n., C. convexiusculus sp. n., C. guttula sp. n., C. planus sp. n., C. variolosus sp. n., C. verrucosus sp. n.). The following new synonymies are proposed: Cionus chilianthi Marshall, 1941 syn. n. of C. angulicollis Rosenschoeld, 1838, C. virgatus Rosenschoeld, 1838 syn. n. and C. decorus Boheman, 1845 syn. n. of C. nubilosus Rosenschoeld, 1838, C. leucostictus griseus Fairmaire 1903 syn. n. of C. leucostictus Fairmaire, 1897. Lectotypes of Cionus albidus Rosenschoeld, 1838, C. alluaudi Hustache, 1920, C. angulicollis Rosenschoeld, 1838, C. catenatus Fairmaire, 1897, C. compactus Fairmaire, 1903, C. coriaceus Fairmaire, 1903, C. decorus Boheman, 1845, C. ebeninus Hustache, 1956, C. histrio Rosenschoeld, 1838, C. ingratus Fåhraeus, 1871, C. leucostictus Fairmaire, 1897, C. leucostictus griseus Fairmaire, 1903, C. notatus Rosenschoeld, 1838, C. nubilosus Rosenschoeld, 1838, C. perlatus Faust, 1885, C. pustulatus Fåhraeus, 1871, C. tristis Boheman, 1838, C. usambicus Faust, 1889, C. vicarius Hustache, 1939 and C. virgatus Rosenschoeld, 1838 are designated. The “variety” maculithorax Voss, 1960 of Cionus pardus Marshall, 1941 is considered an unavailable name. Description or redescription, comparative morphology, distribution, biological notes and key to all Afrotropical species are given. Photos of habitus in dorsal, of aedeagus in ventral and lateral, and of the apex of penis in dorsal view are reported for each species.
DOI: 10.15468/jj6mw9
title: Annotated checklist of the operculated land snails from Thailand (Mollusca, Gastropoda, Caenogastropoda): the family Pupinidae, with descriptions of several new species and subspecies, and notes on classification of Pupina Vignard, 1829 and Pupinella Gray, 1850 from mainland Southeast Asia

description: This dataset contains the digitized treatments in Plazi based on the original journal article Jirapatrasilp, Parin, Sutcharit, Chirasak, Panha, Somsak (2022): Annotated checklist of the operculated land snails from Thailand (Mollusca, Gastropoda, Caenogastropoda): the family Pupinidae, with descriptions of several new species and subspecies, and notes on classification of Pupina Vignard, 1829 and Pupinella Gray, 1850 from mainland Southeast Asia. ZooKeys 1119: 1-115, DOI: http://dx.doi.org/10.3897/zookeys.1119.85400, URL: http://dx.doi.org/10.3897/zookeys.1119.85400
DOI: 10.15468/dl.s39jq4
title: Occurrence Download

description: A dataset containing 541 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_1_GID","value":"SWE.1_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 541 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067313-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kqxxe3
title: Occurrence Download

description: A dataset containing 1709 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erebia oeme",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 1709 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067312-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.