cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17753640
title: Synthetic Voice Dataset for Parkinson's Disease Classification using Topological Data Analysis, Random Matrix Theory, and Spectral Features

description: This release contains the full set of synthetic voice recordings used for training the hybrid TDA–RMT–Spectral framework for Parkinson's disease detection. The archives provided here exceed GitHub's repository file size limits and are therefore distributed as Release assets.

The synthetic dataset is designed to approximate the topological, spectral, and random-matrix-driven properties of real pathological and control phonation. These data support the experimental study:

Domínguez-Monterroza A., Mateos-Caballero A., Jiménez-Martín A. "Machine Learning for Parkinson's Disease Detection: Analyzing Hybrid Voice Data with Spectral, Topological, and Random Matrix Methods," In review (2025), IEEE Open Journal of Computer Society.

Source data

Real dataset:

The real dataset used as the source for the generative process consists of 150 recordings per group (control and Parkinson), obtained from:

C. Gonzalez-Rátiva and E. Nöth, "New Spanish Speech Corpus Database for the Analysis of People Suffering from Parkinson's Disease," Proc. 9th Int. Conf. Lang. Res. Eval., 2014, pp. 342–347.

Synthetic dataset:

These synthetic recordings were derived from the statistical, spectral, and dynamical characteristics of real phonation data.

A total of 1000 synthetic samples per group (control and Parkinson) were generated following the methodology described in:

M. Rey-Paredes, C. J. Pérez, and A. Mateos-Caballero, "Time Series Classification of Raw Voice Waveforms for Parkinson's Disease Detection Using Generative Adversarial Network-Driven Data Augmentation," IEEE Open Journal of the Computer Society, vol. 6, pp. 72–83, Jan. 2025, doi: 10.1109/OJCS.2024.3504864.

 

Funding: This paper was supported by the grants PID2021-122209OB-C31, RED2022-134540-T and PID2024-155179NB-C22 funded by MICIU/AEI/10.13039/501100011033.
DOI: 10.5281/zenodo.17753641
title: Synthetic Voice Dataset for Parkinson's Disease Classification using Topological Data Analysis, Random Matrix Theory, and Spectral Features

description: This release contains the full set of synthetic voice recordings used for training the hybrid TDA–RMT–Spectral framework for Parkinson's disease detection. The archives provided here exceed GitHub's repository file size limits and are therefore distributed as Release assets.

The synthetic dataset is designed to approximate the topological, spectral, and random-matrix-driven properties of real pathological and control phonation. These data support the experimental study:

Domínguez-Monterroza A., Mateos-Caballero A., Jiménez-Martín A. "Machine Learning for Parkinson's Disease Detection: Analyzing Hybrid Voice Data with Spectral, Topological, and Random Matrix Methods," In review (2025), IEEE Open Journal of Computer Society.

Source data

Real dataset:

The real dataset used as the source for the generative process consists of 150 recordings per group (control and Parkinson), obtained from:

C. Gonzalez-Rátiva and E. Nöth, "New Spanish Speech Corpus Database for the Analysis of People Suffering from Parkinson's Disease," Proc. 9th Int. Conf. Lang. Res. Eval., 2014, pp. 342–347.

Synthetic dataset:

These synthetic recordings were derived from the statistical, spectral, and dynamical characteristics of real phonation data.

A total of 1000 synthetic samples per group (control and Parkinson) were generated following the methodology described in:

M. Rey-Paredes, C. J. Pérez, and A. Mateos-Caballero, "Time Series Classification of Raw Voice Waveforms for Parkinson's Disease Detection Using Generative Adversarial Network-Driven Data Augmentation," IEEE Open Journal of the Computer Society, vol. 6, pp. 72–83, Jan. 2025, doi: 10.1109/OJCS.2024.3504864.

 

Funding: This paper was supported by the grants PID2021-122209OB-C31, RED2022-134540-T and PID2024-155179NB-C22 funded by MICIU/AEI/10.13039/501100011033.
DOI: 10.15468/dl.8v4n48
title: Occurrence Download

description: A dataset containing 445 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((114.40014 -7.8138,114.33642 -7.82175,114.33042 -7.8905,114.41522 -7.92552,114.49223 -7.87574,114.44586 -7.81364,114.40014 -7.8138))",
 "OccurrenceStatus is Present",
 "TaxonKey is Pavo muticus"
 ]
}

 The dataset includes 445 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015935-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qzh886
title: Occurrence Download

description: A dataset containing 14726289 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Swiss National Databank of Vascular Plants"
 ]
}

 The dataset includes 14726289 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015932-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kmvdg9
title: Occurrence Download

description: A dataset containing 482 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erepsia anceps",
 "HasCoordinate is true"
 ]
}

 The dataset includes 482 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015936-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7kcrjw
title: Occurrence Download

description: A dataset containing 81523 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to -10.914722",
 "DecimalLatitude is less than or equal to -5.914722",
 "DecimalLongitude is greater than or equal to -45.0",
 "DecimalLongitude is less than or equal to -40.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 81523 records from 217 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015929-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13923835
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.8nea7b
title: Occurrence Download

description: A dataset containing 442 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mongolia",
 "TaxonKey is Apodemus peninsulae"
 ]
}

 The dataset includes 442 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015937-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28134125.v1
title: Dataset_Travnik_2025.xlsx

description: Data related to a literature review and a bibliometric analysis conducted using “personality OR temperament” in title and related terms in abstracts, titles, and keywords. The study focused on cattle, pigs, cats, dogs, and wild animals, with the Scopus and Web of Science databases. The database consisted of 772 articles, with 765 analyzed using the Bibliometrix program.
DOI: 10.15468/dl.n9ujs7
title: Occurrence Download

description: A dataset containing 1741 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eremopyrum triticeum",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1741 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015938-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d8x42b
title: Occurrence Download

description: A dataset containing 86547 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-87.74004 41.76911,-87.4677 41.76911,-87.4677 41.95156,-87.74004 41.95156,-87.74004 41.76911))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Passer domesticus, Sturnus vulgaris, Turdus migratorius, Larus delawarensis, Columba livia)",
 "Year is greater than or equal to 2023"
 ]
}

 The dataset includes 86547 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015928-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sfmpyq
title: Occurrence Download

description: A dataset containing 1514 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 {
 "or" : [
 "Geometry POLYGON((-74.27032 40.43615,-71.64007 40.43615,-71.64007 41.38319,-74.27032 41.38319,-74.27032 40.43615))",
 "Geometry POLYGON((-74.10034 40.63375,-72.26095 40.63375,-72.26095 41.12079,-74.10034 41.12079,-74.10034 40.63375))"
 ]
 },
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Crepidula fornicata"
 ]
}

 The dataset includes 1514 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015939-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tfwgvj
title: Occurrence Download

description: A dataset containing 2683 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eriocephalus africanus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2683 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015940-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/24bp-qwvk
title: Measurement of Particle_number_concentration at Pallas (Sammaltunturi)

description: Measurement of Particle_number_concentration at Pallas (Sammaltunturi)
DOI: 10.48597/27y3-7ejd
title: Measurement of TOX-26, TOX-50, TOX-62 and POPs (persistent organic pollutants) at Tiksi

description: Measurement of TOX-26, TOX-50, TOX-62 and POPs (persistent organic pollutants) at Tiksi
DOI: 10.48597/286u-3g9s
title: Measurement of Zinc at Anholt

description: Measurement of Zinc at Anholt
DOI: 10.48597/2dxd-ndaz
title: Measurement of Methane at Kosetice (NOAK)

description: Measurement of Methane at Kosetice (NOAK)
DOI: 10.48597/39pt-mwje
title: Measurement of Heavy metals at Anholt

description: Measurement of Heavy metals at Anholt
DOI: 10.48597/3sbg-a67r
title: Measurement of Zinc at Anholt

description: Measurement of Zinc at Anholt
DOI: 10.48597/3y9j-u5j9
title: Measurement of Heavy metals at Anholt

description: Measurement of Heavy metals at Anholt
DOI: 10.48597/43jw-rhvb
title: Measurement of Heavy metals at Chopok

description: Measurement of Heavy metals at Chopok
DOI: 10.48597/49vw-jacu
title: Measurement of Heavy metals at Topolniky

description: Measurement of Heavy metals at Topolniky
DOI: 10.48597/4jbq-69rg
title: Measurement of Methane at Kosetice (NOAK)

description: Measurement of Methane at Kosetice (NOAK)
DOI: 10.48597/4jcc-kcaq
title: Measurement of Zinc at Keldsnor

description: Measurement of Zinc at Keldsnor
DOI: 10.48597/4svk-wgmm
title: Measurement of Heavy metals at Anholt

description: Measurement of Heavy metals at Anholt
DOI: 10.48597/5b6p-7hj7
title: Measurement of OC/EC at Kosetice (NOAK)

description: Measurement of OC/EC at Kosetice (NOAK)
DOI: 10.48597/5vsz-cx2b
title: Measurement of Zinc at Anholt

description: Measurement of Zinc at Anholt
DOI: 10.48597/6kub-jt2b
title: Measurement of Zinc at Keldsnor

description: Measurement of Zinc at Keldsnor
DOI: 10.48597/6szn-nsbb
title: Measurement of Zinc at Sepstrup Sande

description: Measurement of Zinc at Sepstrup Sande
DOI: 10.48597/6ymf-5hhu
title: Measurement of Heavy metals at Starina

description: Measurement of Heavy metals at Starina
DOI: 10.48597/7559-ccbu
title: Measurement of HBCD at Alert

description: Measurement of HBCD at Alert
DOI: 10.48597/79gk-nbm2
title: Measurement of Heavy metals at Starina

description: Measurement of Heavy metals at Starina
DOI: 10.48597/7ecc-ybva
title: Measurement of PTBX at Alert

description: Measurement of PTBX at Alert
DOI: 10.48597/7gdm-q7wp
title: Measurement of Particle_number_concentration at Värriö

description: Measurement of Particle_number_concentration at Värriö
DOI: 10.48597/7ha9-kg5k
title: Measurement of Zinc at Anholt

description: Measurement of Zinc at Anholt
DOI: 10.48597/7hms-d93h
title: Measurement of Zinc at Anholt

description: Measurement of Zinc at Anholt
DOI: 10.48597/7pde-uh84
title: Measurement of Heavy metals at Anholt

description: Measurement of Heavy metals at Anholt
DOI: 10.48597/7zhg-xw3g
title: Measurement of HBCD at Alert

description: Measurement of HBCD at Alert
DOI: 10.48597/8gz6-rman
title: Measurement of Zinc at Anholt

description: Measurement of Zinc at Anholt
DOI: 10.48597/8ujb-p2se
title: Measurement of Zinc at Anholt

description: Measurement of Zinc at Anholt
DOI: 10.48597/9ja8-9x4n
title: Measurement of Zinc at Risoe

description: Measurement of Zinc at Risoe
DOI: 10.48597/9psz-f64q
title: Measurement of Methane at Kosetice (NOAK)

description: Measurement of Methane at Kosetice (NOAK)
DOI: 10.48597/amry-8jx7
title: Measurement of Zinc at Anholt

description: Measurement of Zinc at Anholt
DOI: 10.48597/b55c-nzhp
title: Measurement of Heavy metals at Anholt

description: Measurement of Heavy metals at Anholt
DOI: 10.48597/bacu-3ayk
title: Measurement of Zinc at Keldsnor

description: Measurement of Zinc at Keldsnor
DOI: 10.48597/bm7y-yy7x
title: Measurement of VOC (volatile organic compounds) at Hyytiälä

description: Measurement of VOC (volatile organic compounds) at Hyytiälä
DOI: 10.48597/bse7-9sfa
title: Measurement of Heavy metals at Anholt

description: Measurement of Heavy metals at Anholt
DOI: 10.48597/dttk-vddd
title: Measurement of Particle_number_size_distribution at Hyytiälä

description: Measurement of Particle_number_size_distribution at Hyytiälä
DOI: 10.48597/ehm8-gn6f
title: Measurement of Heavy metals at Anholt

description: Measurement of Heavy metals at Anholt
DOI: 10.48597/ew6y-ygqx
title: Measurement of Methane at Kosetice (NOAK)

description: Measurement of Methane at Kosetice (NOAK)
DOI: 10.48597/ezxn-6u3n
title: Measurement of Zinc at Anholt

description: Measurement of Zinc at Anholt
DOI: 10.48597/f4gg-k68k
title: Measurement of Zinc at Risoe

description: Measurement of Zinc at Risoe
DOI: 10.48597/f4p7-s97c
title: Measurement of Zinc at Keldsnor

description: Measurement of Zinc at Keldsnor
DOI: 10.48597/fmdg-tt54
title: Measurement of Particle_number_size_distribution at SIRTA Atmospheric Research Observatory

description: Measurement of Particle_number_size_distribution at SIRTA Atmospheric Research Observatory
DOI: 10.48597/fnxu-hazu
title: Measurement of Heavy metals at Chopok

description: Measurement of Heavy metals at Chopok
DOI: 10.48597/g24r-jfdt
title: Measurement of OC/EC at Kosetice (NOAK)

description: Measurement of OC/EC at Kosetice (NOAK)
DOI: 10.48597/g5gh-wnbp
title: Measurement of Heavy metals at Anholt

description: Measurement of Heavy metals at Anholt
DOI: 10.48597/h699-v4e8
title: Measurement of Heavy metals at Anholt

description: Measurement of Heavy metals at Anholt
DOI: 10.48597/hh2d-hsrf
title: Measurement of Aerosol light scattering at Melpitz

description: Measurement of Aerosol light scattering at Melpitz
DOI: 10.48597/hhy8-xd4h
title: Measurement of Particle_number_size_distribution at Värriö

description: Measurement of Particle_number_size_distribution at Värriö
DOI: 10.48597/hstr-nb25
title: Measurement of HBCD at Alert

description: Measurement of HBCD at Alert
DOI: 10.48597/j2zr-wmt2
title: Measurement of OC/EC at Kosetice (NOAK)

description: Measurement of OC/EC at Kosetice (NOAK)
DOI: 10.48597/j7g4-pwwt
title: Measurement of Particle_number_concentration at Hyytiälä

description: Measurement of Particle_number_concentration at Hyytiälä
DOI: 10.48597/jbca-qxfb
title: Measurement of VOC (volatile organic compounds) at Hyytiälä

description: Measurement of VOC (volatile organic compounds) at Hyytiälä
DOI: 10.48597/jujy-jjcp
title: Measurement of Heavy metals at Anholt

description: Measurement of Heavy metals at Anholt
DOI: 10.48597/k6qp-f78p
title: Measurement of Particle_number_size_distribution at Leipzig

description: Measurement of Particle_number_size_distribution at Leipzig
DOI: 10.48597/ka63-q7f6
title: Measurement of Zinc at Anholt

description: Measurement of Zinc at Anholt
DOI: 10.48597/kddw-ttqd
title: Measurement of Aerosol light scattering at Melpitz

description: Measurement of Aerosol light scattering at Melpitz
DOI: 10.48597/kyaw-swsc
title: Measurement of Zinc at Anholt

description: Measurement of Zinc at Anholt
DOI: 10.48597/namm-pkqq
title: Measurement of Heavy metals at Anholt

description: Measurement of Heavy metals at Anholt
DOI: 10.48597/nd97-yrzf
title: Measurement of Heavy metals at Stará Lesná

description: Measurement of Heavy metals at Stará Lesná
DOI: 10.48597/nkhm-swzu
title: Measurement of Zinc at Anholt

description: Measurement of Zinc at Anholt
DOI: 10.48597/pfwm-zmck
title: Measurement of Particle_number_size_distribution at Observatoire Perenne de l'Environnement

description: Measurement of Particle_number_size_distribution at Observatoire Perenne de l'Environnement
DOI: 10.48597/ppfx-qrdw
title: Measurement of Zinc at Anholt

description: Measurement of Zinc at Anholt
DOI: 10.48597/ppzj-sves
title: Measurement of PTBX at Alert

description: Measurement of PTBX at Alert
DOI: 10.48597/qy4a-usjw
title: Measurement of HBCD at Alert

description: Measurement of HBCD at Alert
DOI: 10.48597/rkmz-pxcj
title: Measurement of Zinc at Sepstrup Sande

description: Measurement of Zinc at Sepstrup Sande
DOI: 10.48597/rpje-a9rz
title: Measurement of Heavy metals at Chopok

description: Measurement of Heavy metals at Chopok
DOI: 10.48597/rumm-3pt8
title: Measurement of Heavy metals at Topolniky

description: Measurement of Heavy metals at Topolniky
DOI: 10.48597/rxck-utr9
title: Measurement of Particle_number_size_distribution at K-puszta

description: Measurement of Particle_number_size_distribution at K-puszta
DOI: 10.48597/shpx-f2ed
title: Measurement of Zinc at Anholt

description: Measurement of Zinc at Anholt
DOI: 10.48597/squm-4kde
title: Measurement of Particle_number_size_distribution at Hyytiälä

description: Measurement of Particle_number_size_distribution at Hyytiälä
DOI: 10.48597/sruy-2nx9
title: Measurement of PTBX at Alert

description: Measurement of PTBX at Alert
DOI: 10.48597/sucb-6pcs
title: Measurement of PTBX at Alert

description: Measurement of PTBX at Alert
DOI: 10.48597/t58y-8n8b
title: Measurement of Heavy metals at Starina

description: Measurement of Heavy metals at Starina
DOI: 10.48597/ttth-n9uf
title: Measurement of Heavy metals at Stará Lesná

description: Measurement of Heavy metals at Stará Lesná
DOI: 10.48597/u5k6-dbnw
title: Measurement of Zinc at Anholt

description: Measurement of Zinc at Anholt
DOI: 10.48597/ud9e-xxqk
title: Measurement of Heavy metals at Anholt

description: Measurement of Heavy metals at Anholt
DOI: 10.48597/uu35-garh
title: Measurement of Aerosol_absorption_coefficient at Hohenpeissenberg

description: Measurement of Aerosol_absorption_coefficient at Hohenpeissenberg
DOI: 10.48597/vfbg-mw75
title: Measurement of PTBX at Alert

description: Measurement of PTBX at Alert
DOI: 10.48597/vqz7-ed4v
title: Measurement of Aerosol light scattering at Montsec

description: Measurement of Aerosol light scattering at Montsec
DOI: 10.48597/w23u-nwey
title: Measurement of Methane at Kosetice (NOAK)

description: Measurement of Methane at Kosetice (NOAK)
DOI: 10.48597/w2sf-tns9
title: Measurement of Zinc at Anholt

description: Measurement of Zinc at Anholt
DOI: 10.48597/w8da-snw3
title: Measurement of HBCD at Alert

description: Measurement of HBCD at Alert
DOI: 10.48597/w9x7-ft4s
title: Measurement of Heavy metals at Anholt

description: Measurement of Heavy metals at Anholt
DOI: 10.48597/wgmr-paw9
title: Measurement of Aerosol light scattering at Hyytiälä

description: Measurement of Aerosol light scattering at Hyytiälä
DOI: 10.48597/wnuc-r8ha
title: Measurement of Particle_number_concentration at Hyytiälä

description: Measurement of Particle_number_concentration at Hyytiälä
DOI: 10.48597/xfgw-3hvk
title: Measurement of Ozone at Yonaguni

description: Measurement of Ozone at Yonaguni
DOI: 10.48597/xkda-ga96
title: Measurement of OC/EC at Kosetice (NOAK)

description: Measurement of OC/EC at Kosetice (NOAK)
DOI: 10.48597/xsvd-k8ty
title: Measurement of PTBX at Alert

description: Measurement of PTBX at Alert
DOI: 10.48597/ydkr-yvrv
title: Measurement of Heavy metals at Topolniky

description: Measurement of Heavy metals at Topolniky
DOI: 10.48597/zf7x-ctf7
title: Measurement of Particle_number_size_distribution at Observatoire Perenne de l'Environnement

description: Measurement of Particle_number_size_distribution at Observatoire Perenne de l'Environnement
DOI: 10.48597/zj2v-e2xc
title: Measurement of Zinc at Sepstrup Sande

description: Measurement of Zinc at Sepstrup Sande
DOI: 10.48597/27vx-9r5h
title: Measurement of Ammonia at Milano Pascal

description: Measurement of Ammonia at Milano Pascal
DOI: 10.48597/2cxs-gyzc
title: Measurement of Ammonia at Motta Visconti

description: Measurement of Ammonia at Motta Visconti
DOI: 10.48597/2m7j-ky4w
title: Measurement of Ammonia at SIRTA Atmospheric Research Observatory

description: Measurement of Ammonia at SIRTA Atmospheric Research Observatory
DOI: 10.48597/2vbu-fskf
title: Measurement of 1-4-dichlorobenzene, greenhouse gases (other halogenated) and VOC (volatile organic compounds) at Strasbourg Ouest

description: Measurement of 1-4-dichlorobenzene, greenhouse gases (other halogenated) and VOC (volatile organic compounds) at Strasbourg Ouest
DOI: 10.48597/2xwq-69jy
title: Measurement of Ammonia at Piadena (Via Cavour)

description: Measurement of Ammonia at Piadena (Via Cavour)
DOI: 10.48597/3jfp-z9qa
title: Measurement of Ammonia at Pavia (Via Folperti)

description: Measurement of Ammonia at Pavia (Via Folperti)
DOI: 10.48597/4n5f-zma9
title: Measurement of Aerosol_absorption_coefficient at Rome (Villa Ada)

description: Measurement of Aerosol_absorption_coefficient at Rome (Villa Ada)
DOI: 10.48597/5xea-rvag
title: Measurement of VOC (hydrocarbons) at Pallas (Sammaltunturi)

description: Measurement of VOC (hydrocarbons) at Pallas (Sammaltunturi)
DOI: 10.48597/6j2e-awuj
title: Measurement of Ozone at Birmingham Air Quality Site (BAQS)

description: Measurement of Ozone at Birmingham Air Quality Site (BAQS)
DOI: 10.48597/6uxk-xd8a
title: Measurement of Aerosol_absorption_coefficient at Stockholm (Torkel Knutssonsgatan)

description: Measurement of Aerosol_absorption_coefficient at Stockholm (Torkel Knutssonsgatan)
DOI: 10.48597/7h6n-jaea
title: Measurement of Ozone at Birmingham Air Quality Site (BAQS)

description: Measurement of Ozone at Birmingham Air Quality Site (BAQS)
DOI: 10.48597/7rv7-ddtu
title: Measurement of Ammonia at La Marina

description: Measurement of Ammonia at La Marina
DOI: 10.48597/8xck-jth8
title: Measurement of Particle_number_size_distribution at Lecce (ECO)

description: Measurement of Particle_number_size_distribution at Lecce (ECO)
DOI: 10.48597/974h-8acj
title: Measurement of Ammonia at Cremona (Via Fatebenefratelli)

description: Measurement of Ammonia at Cremona (Via Fatebenefratelli)
DOI: 10.48597/97xq-dq45
title: Measurement of Particle_number_concentration at Egbert

description: Measurement of Particle_number_concentration at Egbert
DOI: 10.48597/arpk-rjjg
title: Measurement of Ozone at Birmingham Air Quality Site (BAQS)

description: Measurement of Ozone at Birmingham Air Quality Site (BAQS)