cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15132459
title: Dataset: Verified implementations of the Sottek psychoacoustic Hearing Model standardised sound quality metrics (ECMA-418-2 loudness, tonality and roughness)

description: Description

Dataset comprises an audio signal and corresponding reference results supporting the verification of the implemented algorithms presented in the conference paper "Verified implementations of the Sottek psychoacoustic Hearing Model standardised sound quality metrics (ECMA-418-2 loudness, tonality and roughness)".The dataset can be downloaded to a copy of the MATLAB open-source SQAT toolbox (DOI: 10.5281/zenodo.7934709 GitHub: https://github.com/ggrecow/SQAT) where it is used to generate figures displayed within the paper.

A convenience function is also provided to ease transfer of the files into the correct folders within the SQAT directory.

Use

Download the zip file and extract to a local directory. Run copy_data_for_pub_Lotinga2025_to_SQAT.m to copy the files into the correct location in the SQAT directory (or extract the zipped folders directly into <SQAT root>\publications\pub_Lotinga2025_Forum_Acusticum_ECMA418_2\data). Then run pub_Lotinga2025_Forum_Acusticum_ECMA418_2.m to reproduce the figures.
DOI: 10.5281/zenodo.15132460
title: Dataset: Verified implementations of the Sottek psychoacoustic Hearing Model standardised sound quality metrics (ECMA-418-2 loudness, tonality and roughness)

description: Description

Dataset comprises an audio signal and corresponding reference results supporting the verification of the implemented algorithms presented in the conference paper "Verified implementations of the Sottek psychoacoustic Hearing Model standardised sound quality metrics (ECMA-418-2 loudness, tonality and roughness)".The dataset can be downloaded to a copy of the MATLAB open-source SQAT toolbox (DOI: 10.5281/zenodo.7934709 GitHub: https://github.com/ggrecow/SQAT) where it is used to generate figures displayed within the paper.

A convenience function is also provided to ease transfer of the files into the correct folders within the SQAT directory.

Use

Download the zip file and extract to a local directory. Run copy_data_for_pub_Lotinga2025_to_SQAT.m to copy the files into the correct location in the SQAT directory (or extract the zipped folders directly into <SQAT root>\publications\pub_Lotinga2025_Forum_Acusticum_ECMA418_2\data). Then run pub_Lotinga2025_Forum_Acusticum_ECMA418_2.m to reproduce the figures.
DOI: 10.6075/j0dj5fs8
title: Data from: Measuring Estuarine Total Exchange Flow from Discrete Observations

description: The two-way exchange of water and properties such as heat and salinity as well as other suspended material between estuaries and the coastal ocean is important to regulating these marine habitats. This exchange can be challenging to measure. The Total Exchange Flow (TEF) method provides a way to organize the complexity of this exchange into distinct layers based on a given water property. This method has primarily been applied in numerical models that provide high resolution output in space and time. The goal here is to identify the minimum horizontal and vertical sampling resolutions needed to measure TEF depending on estuary type. Results from three realistic hydrodynamic models were investigated. These models included three estuary types: bay (San Diego Bay: data/SDB_*.mat files), salt-wedge (Columbia River: data/CR_*.mat files), and fjord (Salish Sea: data/SJF_*.mat files). The models were sampled using three different mooring strategies, varying the number of mooring locations and sample depths with each method. This repository includes the Matlab code for repeating these sampling methods and TEF calculations using the data from the three estuary models listed above.
description: Scripts were created using Matlab R2022a with the Statistics and Machine Learning Toolbox. Data included are cross-sections from 3 different hydrodynamic numerical models as described in the readme and within the associated manuscripts.
DOI: 10.15468/dl.bgcmjv
title: Occurrence Download

description: A dataset containing 6461235 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Données Oiseaux des Jardins"
 ]
}

 The dataset includes 6461235 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002820-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qkqyvj
title: Occurrence Download

description: A dataset containing 29204 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spheniscus magellanicus (J.R.Forster, 1781)"
 ]
}

 The dataset includes 29204 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002826-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxy7a7
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "Geometry POLYGON((-73.64159 8.02749,-73.64012 7.99343,-73.60541 7.98463,-73.57787 8.03189,-73.61225 8.04003,-73.64159 8.02749))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 95 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002828-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wj2uuq
title: Occurrence Download

description: A dataset containing 3738 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "Geometry POLYGON((-75.10326 10.66282,-75.02457 10.66282,-75.02457 10.7298,-75.10326 10.7298,-75.10326 10.66282))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3738 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002827-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xq7ata
title: Occurrence Download

description: A dataset containing 219 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus mulfordiae M.E.Jones"
 ]
}

 The dataset includes 219 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002829-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xyd8t9
title: Occurrence Download

description: A dataset containing 25650 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Formicivora intermedia Cabanis, 1847"
 ]
}

 The dataset includes 25650 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002830-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15133634
title: Sales
DOI: 10.5281/zenodo.15133635
title: Sales
DOI: 10.15468/dl.yb3p3z
title: Occurrence Download

description: A dataset containing 61404982 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation)",
 "Country is one of (Argentina, Chile, Colombia, Ecuador, Paraguay, Uruguay)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2000-2025"
 ]
}

 The dataset includes 61404982 records from 2300 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002731-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qnz6wt
title: Occurrence Download

description: A dataset containing 75970 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Osmunda regalis L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 75970 records from 712 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040876-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t46yu9
title: Occurrence Download

description: A dataset containing 276 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Indonesia, Malaysia, Singapore, Myanmar, Thailand, Philippines, Cambodia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Manis javanica Desmarest, 1822"
 ]
}

 The dataset includes 276 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069792-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ccxcc6
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is one of (Long-term monitoring of fish (abundance and distribution) in Doñana Wetlands 2004-2019, Inventario Español de Especies Terrestres (MAGRAMA), Ministerio de Medio Ambiente, y Medio Rural y Marino. Dirección General de Medio Natural y Política Forestal. Inventario Nacional de Biodiversidad 2007, Peces Continentales)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aphanius baeticus Doadrio, Carmona & Fernández-Delgado, 2002"
 ]
}

 The dataset includes 201 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255576-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frfq2e
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hybanthus capensis (Thunb.) Engl."
 ]
}

 The dataset includes 36 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249404-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zqmgk8
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium heteromixtum O.Behr et al."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244608-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xzvrtz
title: Occurrence Download

description: A dataset containing 882 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Steatornis caripensis von Humboldt, 1817",
 "Year 2000-2023"
 ]
}

 The dataset includes 882 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036822-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7bnrhh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium hirtulum (Peter) Üksip"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244621-230224095556074/datasets/export for details.
DOI: 10.15468/dl.8beh82
title: Occurrence Download

description: A dataset containing 273 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isolepis reticularis Colenso"
 ]
}

 The dataset includes 273 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255577-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.968bvw
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is NCSM Non-molluscan Invertebrates Collection"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249420-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sfc4ap
title: Occurrence Download

description: A dataset containing 267 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calliopsis hondurasica Cockerell, 1949",
 "HasCoordinate is true"
 ]
}

 The dataset includes 267 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069791-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3jbb66
title: Occurrence Download

description: A dataset containing 444348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2021-2023"
 ]
}

 The dataset includes 444348 records from 223 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244577-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z6ys88
title: Occurrence Download

description: A dataset containing 30908 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "Geometry POLYGON((-5.12762 36.3619,-5.1131 37.21858,-6.00376 37.36491,-6.47329 36.76624,-6.22158 36.069,-5.37933 35.95937,-5.12762 36.3619))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 30908 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036825-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3keaum
title: Occurrence Download

description: A dataset containing 1116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is one of (Banco de Datos de la Biodiversidad de la Comunitat Valenciana, Inventario Español de Especies Terrestres (MAGRAMA))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Squalius valentinus Doadrio & Carmona, 2006"
 ]
}

 The dataset includes 1116 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255567-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.27tkz8
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pigea danguyana (H.H.Perrier) P.I.Forst."
 ]
}

 The dataset includes 31 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249410-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aam4t5
title: Occurrence Download

description: A dataset containing 241 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tenagodus anguinus (Linnaeus, 1758)"
 ]
}

 The dataset includes 241 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041089-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5wcnc2
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium holophyllum Linton"
 ]
}

 The dataset includes 10 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244631-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ja2qzr
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is one of (Long-term monitoring of fish (abundance and distribution) in Doñana Wetlands 2004-2019, Inventario Español de Especies Terrestres (MAGRAMA), Ministerio de Medio Ambiente, y Medio Rural y Marino. Dirección General de Medio Natural y Política Forestal. Inventario Nacional de Biodiversidad 2007, Peces Continentales)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aphanius baeticus Doadrio, Carmona & Fernández-Delgado, 2002"
 ]
}

 The dataset includes 201 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255578-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ypy24m
title: Occurrence Download

description: A dataset containing 9815523 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Ecuador"
 ]
}

 The dataset includes 9815523 records from 2181 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036821-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.96am3y
title: Occurrence Download

description: A dataset containing 1281 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Acalypha delpyana Gagnep., Acalypha depauperata Müll.Arg., Acalypha depressinervia (Kuntze) K.Schum., Acalypha dewevrei Pax, Acalypha dictyoneura Müll.Arg., Acalypha digynostachya Baill., Acalypha diminuta Baill., Acalypha dimorpha Müll.Arg., Acalypha dioica S.Watson, Acalypha distans Müll.Arg.)"
 ]
}

 The dataset includes 1281 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006374-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xdzlvk
title: Occurrence Download

description: A dataset containing 218 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tragopan melanocephalus (J.E.Gray, 1829)"
 ]
}

 The dataset includes 218 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029349-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gnp65h
title: Occurrence Download

description: A dataset containing 62303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Mugil cephalus Linnaeus, 1758"
 ]
}

 The dataset includes 62303 records from 386 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046843-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cj8r4r
title: Occurrence Download

description: A dataset containing 561 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Odontophorus strophium (Gould, 1844)"
 ]
}

 The dataset includes 561 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009748-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knasry
title: Occurrence Download

description: A dataset containing 24319 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peromyscus truei (Shufeldt, 1885)"
 ]
}

 The dataset includes 24319 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029350-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fpf3xb
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Festuca arenicola (Prodan) Soó"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009769-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mx5y8d
title: Occurrence Download

description: A dataset containing 7283 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mustelidae"
 ]
}

 The dataset includes 7283 records from 249 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046901-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mh6h5d
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peromyscus winkelmanni Carleton, 1977"
 ]
}

 The dataset includes 117 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029351-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ram74e
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbier de l'Ecole Normale de Bourges (BOUM)"
 ]
}

 The dataset includes 54 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0149733-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32pcgy
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Festuca armoricana Kerguélen"
 ]
}

 The dataset includes 44 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009779-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.