cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17068684
title: Paddy Leaf Disease Classification using an Enhanced CoAtNet with MobileNetV2 and Triple Attention

description: This paper presents a novel deep learning approach for paddy leaf disease classification that integrates MobileNetV2, CoAtNet, and a Triple Attention mechanism. The work focuses on addressing the challenges of class imbalance and limited dataset diversity by applying advanced data preprocessing steps, including duplicate removal and powerful augmentations using the Albumentations library.

The model is implemented in PyTorch and trained with AdamW optimizer, Focal Loss, and a CosineAnnealingLR scheduler, while 5-fold cross-validation ensures reliable evaluation. Experimental results on the Kaggle Paddy Disease dataset demonstrate that the proposed architecture significantly outperforms baseline models, achieving 91.6% accuracy, along with improvements in precision, recall, and F1-score.

This research highlights the importance of integrating lightweight feature extractors with attention-based architectures to improve robustness and efficiency in agricultural disease detection. Future directions include expanding datasets, exploring self-supervised learning, and deploying the model to mobile/edge devices for real-time field applications.
DOI: 10.5281/zenodo.17068685
title: Paddy Leaf Disease Classification using an Enhanced CoAtNet with MobileNetV2 and Triple Attention

description: This paper presents a novel deep learning approach for paddy leaf disease classification that integrates MobileNetV2, CoAtNet, and a Triple Attention mechanism. The work focuses on addressing the challenges of class imbalance and limited dataset diversity by applying advanced data preprocessing steps, including duplicate removal and powerful augmentations using the Albumentations library.

The model is implemented in PyTorch and trained with AdamW optimizer, Focal Loss, and a CosineAnnealingLR scheduler, while 5-fold cross-validation ensures reliable evaluation. Experimental results on the Kaggle Paddy Disease dataset demonstrate that the proposed architecture significantly outperforms baseline models, achieving 91.6% accuracy, along with improvements in precision, recall, and F1-score.

This research highlights the importance of integrating lightweight feature extractors with attention-based architectures to improve robustness and efficiency in agricultural disease detection. Future directions include expanding datasets, exploring self-supervised learning, and deploying the model to mobile/edge devices for real-time field applications.
DOI: 10.15468/dl.s3em38
title: Occurrence Download

description: A dataset containing 190281 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Nymphoides hydrophylla, Nymphoides indica, Nymphoides peltata, Nyssa javanica, Oberonia acaulis acaulis, Oberonia angustifolia, Oberonia anthropophora, Oberonia arunachalensis, Oberonia brachystachys, Oberonia caulescens, Oberonia emarginata, Oberonia ensiformis, Oberonia falcata, Oberonia falconeri, Oberonia helferi, Oberonia hynniewtaii, Oberonia jenkinsiana, Oberonia kamlangensis, Oberonia katakiana, Oberonia kingii, Oberonia kwangsiensis, Oberonia lobulata, Oberonia longilabris, Oberonia mannii, Oberonia maxima, Oberonia mucronata, Oberonia obcordata, Oberonia pachyphylla, Oberonia pachyrachis, Oberonia prainiana, Oberonia pumilio, Oberonia pyrulifera, Oberonia recurva, Oberonia rufilabris, Oberonia sulcata, Ochna obtusata, Ochna pumila, Ochthochloa compressa, Ocimum gratissimum, Ocimum tenuiflorum, Odontochilus clarkei, Odontochilus crispus, Odontochilus elwesii, Odontochilus lanceolatus, Odontochilus poilanei, Odontochilus tortus, Oenanthe hookeri, Oenanthe javanica javanica, Oenanthe linearis, Oenanthe thomsonii thomsonii, Ohwia caudata, Olax acuminata, Olax nana, Olax scandens, Oldenlandia affinis, Oldenlandia auricularia, Oldenlandia diffusa, Oldenlandia erecta, Oldenlandia herbacea, Oldenlandia monocephala, Oldenlandia ovatifolia, Oldenlandia pinifolia, Oldenlandia pumila, Oldenlandia umbellata, Oldenlandia verticillata, Oldenlandia vestita, Olea dioica, Olea europaea cuspidata, Olea ferruginea, Olea gamblei, Olea paniculata, Olea salicifolia, Oligomeris linifolia, Olimarabidopsis pumila, Omphalogramma brachysiphon, Omphalogramma elegans, Omphalogramma elwesianum, Omphalogramma tibeticum, Omphalogramma vinciflorum, Onopordum acanthium, Onosma adenopus, Onosma bheriensis, Onosma bracteata, Onosma griersonii, Onosma hispida, Onosma hookeri hookeri, Onosma hookeri longiflora, Onosma multiramosa, Onosma paniculata, Onosma pyramidale, Onosma thomsonii, Onosma waddellii, Onosma zayuensis, Operculina turpethum, Ophiopogon bodinieri, Ophiopogon clarkei)"
 ]
}

 The dataset includes 190281 records from 1796 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035738-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y9qh8m
title: Occurrence Download

description: A dataset containing 30994 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Monitoreos trianuales de grupos hidrobiológicos en el Valle del Cerrejón, La Guajira"
 ]
}

 The dataset includes 30994 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036609-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t8eyt3
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mus oubanguii F.Petter & Genest, 1970)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074204-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7buwan
title: Occurrence Download

description: A dataset containing 27278 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Festuca paniculata (L.) Schinz & Thell.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 27278 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0318312-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgxbsw
title: Occurrence Download

description: A dataset containing 3964 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cavia aperea Erxleben, 1777)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3964 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074205-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gjcgy2
title: Occurrence Download

description: A dataset containing 273 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dicrurus remifer (Temminck, 1823)",
 "Year 2000-2022"
 ]
}

 The dataset includes 273 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0318322-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x8eq9b
title: Occurrence Download

description: A dataset containing 2779 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Allium chamaemoly L."
 ]
}

 The dataset includes 2779 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074202-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mthfmq
title: Occurrence Download

description: A dataset containing 195554 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "DatasetKey is EOD – eBird Observation Dataset",
 {
 "or" : [
 "Geometry POLYGON((-4.07112 42.14912,-3.77586 42.14912,-3.77586 42.31791,-4.07112 42.31791,-4.07112 42.14912))",
 "Geometry POLYGON((-4.12125 42.07574,-3.56094 42.07574,-3.56094 42.36254,-4.12125 42.36254,-4.12125 42.07574))"
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 195554 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0324548-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nugszk
title: Occurrence Download

description: A dataset containing 20264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Lunaria annua L."
 ]
}

 The dataset includes 20264 records from 288 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074224-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4gqs2r
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paratriaenops auritus (G.Grandidier, 1912)"
 ]
}

 The dataset includes 128 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0346023-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6qctg2
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Galea spixii (Wagler, 1831))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 74 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074211-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tz8f24
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scapanulus oweni Thomas, 1912"
 ]
}

 The dataset includes 22 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0346029-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wj69q6
title: Occurrence Download

description: A dataset containing 3898 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus depressus L."
 ]
}

 The dataset includes 3898 records from 170 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074210-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hkyuv5
title: Occurrence Download

description: A dataset containing 7294508 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Arbutus unedo L., Corema album (L.) D.Don, Cornus sanguinea L., Crataegus monogyna Jacq., Ficus carica L., Hedera helix L., Ilex aquifolium L., Juniperus communis L., Juniperus oxycedrus L., Juniperus phoenicea L., Laurus nobilis L., Morus nigra L., Myrtus communis L., Olea europaea L., Osyris alba L., Phillyrea angustifolia L., Phillyrea latifolia L., Pistacia lentiscus L., Pistacia terebinthus L., Prunus spinosa L., Rhamnus alaternus L., Rhamnus lycioides L., Rosa canina L., Rubia peregrina L., Rubus ulmifolius Schott, Sambucus nigra L., Smilax aspera L., Solanum nigrum L., Taxus baccata L., Vaccinium myrtillus L., Vitis vinifera L.)"
 ]
}

 The dataset includes 7294508 records from 2605 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0318349-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/m3mq-rsy7
title: Measurement of PCBs (polychlorinated biphenyls) at Alert

description: Measurement of PCBs (polychlorinated biphenyls) at Alert
DOI: 10.48597/m4y7-2g2k
title: Measurement of Particle_number_concentration at Appalachian State University, Boone (NC)

description: Measurement of Particle_number_concentration at Appalachian State University, Boone (NC)
DOI: 10.48597/mef3-k5cf
title: Measurement of Aerosol_absorption_coefficient at La Réunion - Maïdo atmospheric observatory

description: Measurement of Aerosol_absorption_coefficient at La Réunion - Maïdo atmospheric observatory
DOI: 10.48597/msby-rb6n
title: Measurement of Aerosol_absorption_coefficient at Barrow

description: Measurement of Aerosol_absorption_coefficient at Barrow
DOI: 10.48597/mxh4-sndx
title: Measurement of OC/EC at Birkenes II

description: Measurement of OC/EC at Birkenes II
DOI: 10.48597/n28f-acnx
title: Measurement of Aerosol_absorption_coefficient at Barrow

description: Measurement of Aerosol_absorption_coefficient at Barrow
DOI: 10.48597/nbrm-faw2
title: Measurement of Nitrogen_dioxide at Jungfraujoch

description: Measurement of Nitrogen_dioxide at Jungfraujoch
DOI: 10.48597/ndsc-duch
title: Measurement of PCBs (polychlorinated biphenyls) at Alert

description: Measurement of PCBs (polychlorinated biphenyls) at Alert
DOI: 10.48597/nguf-ujfu
title: Measurement of PCBs (polychlorinated biphenyls) at Alert

description: Measurement of PCBs (polychlorinated biphenyls) at Alert
DOI: 10.48597/nkxq-q5ms
title: Measurement of POPs (persistent organic pollutants) at Amderma

description: Measurement of POPs (persistent organic pollutants) at Amderma
DOI: 10.48597/p35a-d368
title: Measurement of PCBs (polychlorinated biphenyls) at Alert

description: Measurement of PCBs (polychlorinated biphenyls) at Alert
DOI: 10.48597/p3bz-jr8t
title: Measurement of Aerosol light scattering at Appalachian State University, Boone (NC)

description: Measurement of Aerosol light scattering at Appalachian State University, Boone (NC)
DOI: 10.48597/q3cw-33zu
title: Measurement of PCBs (polychlorinated biphenyls) at Alert

description: Measurement of PCBs (polychlorinated biphenyls) at Alert
DOI: 10.48597/qgaz-sba4
title: Measurement of Particle_number_concentration at Appalachian State University, Boone (NC)

description: Measurement of Particle_number_concentration at Appalachian State University, Boone (NC)
DOI: 10.48597/qz7x-8wku
title: Measurement of Nitrogen_monoxide at Jungfraujoch

description: Measurement of Nitrogen_monoxide at Jungfraujoch
DOI: 10.48597/r4br-knuj
title: Measurement of Aerosol_absorption_coefficient at La Réunion - Maïdo atmospheric observatory

description: Measurement of Aerosol_absorption_coefficient at La Réunion - Maïdo atmospheric observatory
DOI: 10.48597/ram4-q6x9
title: Measurement of Aerosol light scattering at Appalachian State University, Boone (NC)

description: Measurement of Aerosol light scattering at Appalachian State University, Boone (NC)
DOI: 10.48597/rqxj-e2ue
title: Measurement of BDE_66 at Alert

description: Measurement of BDE_66 at Alert
DOI: 10.48597/s586-ep42
title: Measurement of PCB_41+64+71 at Alert

description: Measurement of PCB_41+64+71 at Alert
DOI: 10.48597/sbv8-u4uv
title: Measurement of PCB_20+33 at Alert

description: Measurement of PCB_20+33 at Alert
DOI: 10.48597/smd7-3jda
title: Measurement of Aerosol_light_scattering_coefficient at Mauna Loa

description: Measurement of Aerosol_light_scattering_coefficient at Mauna Loa
DOI: 10.48597/ttvy-d5p3
title: Measurement of OC/EC at Birkenes II

description: Measurement of OC/EC at Birkenes II
DOI: 10.48597/tvmk-ace6
title: Measurement of POPs (persistent organic pollutants) at Tiksi

description: Measurement of POPs (persistent organic pollutants) at Tiksi
DOI: 10.6084/m9.figshare.25367626
title: Elderly

description: Due to several cognitive declines with age, older adults tend to make wrong decisions regarding the speed of a vehicle.
DOI: 10.6084/m9.figshare.25367626.v1
title: Elderly

description: Due to several cognitive declines with age, older adults tend to make wrong decisions regarding the speed of a vehicle.
DOI: 10.48597/uhkc-udtf
title: Measurement of TOX-26, TOX-50 and POPs (persistent organic pollutants) at Tiksi

description: Measurement of TOX-26, TOX-50 and POPs (persistent organic pollutants) at Tiksi
DOI: 10.48597/uqgn-tuu6
title: Measurement of PCBs (polychlorinated biphenyls) at Alert

description: Measurement of PCBs (polychlorinated biphenyls) at Alert
DOI: 10.48597/utw7-jnzu
title: Measurement of OC/EC at Birkenes II

description: Measurement of OC/EC at Birkenes II
DOI: 10.48597/vatb-jujr
title: Measurement of PCBs (polychlorinated biphenyls) at Alert

description: Measurement of PCBs (polychlorinated biphenyls) at Alert
DOI: 10.48597/vtve-9kwx
title: Measurement of Particle_number_concentration at Appalachian State University, Boone (NC)

description: Measurement of Particle_number_concentration at Appalachian State University, Boone (NC)
DOI: 10.48597/w3p9-uptu
title: Measurement of Aerosol_absorption_coefficient at Barrow

description: Measurement of Aerosol_absorption_coefficient at Barrow
DOI: 10.48597/w8hy-yjgq
title: Measurement of POPs (persistent organic pollutants) at Amderma

description: Measurement of POPs (persistent organic pollutants) at Amderma
DOI: 10.48597/w8j9-54us
title: Measurement of PCB_41+64+71 at Alert

description: Measurement of PCB_41+64+71 at Alert
DOI: 10.48597/wd9r-z8c7
title: Measurement of POPs (persistent organic pollutants) at Tiksi

description: Measurement of POPs (persistent organic pollutants) at Tiksi
DOI: 10.48597/x654-w9hn
title: Measurement of Aerosol_absorption_coefficient at Barrow

description: Measurement of Aerosol_absorption_coefficient at Barrow
DOI: 10.48597/xdq8-pnd4
title: Measurement of Aerosol_absorption_coefficient at La Réunion - Maïdo atmospheric observatory

description: Measurement of Aerosol_absorption_coefficient at La Réunion - Maïdo atmospheric observatory
DOI: 10.48597/xej7-fyju
title: Measurement of PCBs (polychlorinated biphenyls) at Alert

description: Measurement of PCBs (polychlorinated biphenyls) at Alert
DOI: 10.48597/z2u4-gbx8
title: Measurement of Aerosol light scattering at Barrow

description: Measurement of Aerosol light scattering at Barrow
DOI: 10.48597/z3cg-uv35
title: Measurement of Nitrogen_dioxide at Jungfraujoch

description: Measurement of Nitrogen_dioxide at Jungfraujoch
DOI: 10.48597/zjrv-e5r6
title: Measurement of PCBs (polychlorinated biphenyls) at Alert

description: Measurement of PCBs (polychlorinated biphenyls) at Alert
DOI: 10.48597/zkvt-3fqs
title: Measurement of Particle_number_concentration at Appalachian State University, Boone (NC)

description: Measurement of Particle_number_concentration at Appalachian State University, Boone (NC)
DOI: 10.48597/zvzn-jnm9
title: Measurement of Inorganics in air and particle phase at Pallas (Matorova)

description: Measurement of Inorganics in air and particle phase at Pallas (Matorova)
DOI: 10.48597/zxzh-nj2a
title: Measurement of Aerosol_absorption_coefficient at Barrow

description: Measurement of Aerosol_absorption_coefficient at Barrow
DOI: 10.48597/25q4-nbwj
title: Measurement of Sulphate_corrected at Rucava

description: Measurement of Sulphate_corrected at Rucava
DOI: 10.48597/3b2v-62sb
title: Measurement of Sulphate_corrected at Rickleå

description: Measurement of Sulphate_corrected at Rickleå
DOI: 10.48597/3e77-f35g
title: Measurement of Sulphate_corrected at K-puszta

description: Measurement of Sulphate_corrected at K-puszta
DOI: 10.48597/3jnw-nvjg
title: Measurement of Sulphate_corrected at Rucava

description: Measurement of Sulphate_corrected at Rucava
DOI: 10.48597/3pzv-pb76
title: Measurement of Sulphate_corrected at High Muffles

description: Measurement of Sulphate_corrected at High Muffles
DOI: 10.48597/3zms-vcg2
title: Measurement of Sulphate_corrected at Abisko

description: Measurement of Sulphate_corrected at Abisko
DOI: 10.48597/8szw-eqwb
title: Measurement of Sulphate_corrected at Ispra

description: Measurement of Sulphate_corrected at Ispra
DOI: 10.48597/9fbr-uq4u
title: Measurement of Sulphate_corrected at Skriveri

description: Measurement of Sulphate_corrected at Skriveri
DOI: 10.48597/9mfj-pe5v
title: Measurement of Sulphate_corrected at Råö

description: Measurement of Sulphate_corrected at Råö
DOI: 10.48597/9sqv-6dd8
title: Measurement of Sulphate_corrected at Irafoss

description: Measurement of Sulphate_corrected at Irafoss
DOI: 10.48597/amp4-yvqz
title: Measurement of Sulphate_corrected at Chilbolton Observatory

description: Measurement of Sulphate_corrected at Chilbolton Observatory
DOI: 10.48597/avcc-9y25
title: Measurement of Sulphate_corrected at Malin Head

description: Measurement of Sulphate_corrected at Malin Head
DOI: 10.48597/baph-92xb
title: Measurement of Sulphate_corrected at Eskdalemuir

description: Measurement of Sulphate_corrected at Eskdalemuir
DOI: 10.48597/c7pk-3gwd
title: Measurement of Sulphate_corrected at Strath Vaich Dam

description: Measurement of Sulphate_corrected at Strath Vaich Dam
DOI: 10.48597/d8xv-a6uu
title: Measurement of Sulphate_corrected at Chopok

description: Measurement of Sulphate_corrected at Chopok
DOI: 10.48597/dscw-57mq
title: Measurement of Sulphate_corrected at Irafoss

description: Measurement of Sulphate_corrected at Irafoss
DOI: 10.48597/ec23-a5hh
title: Measurement of Sulphate_corrected at Pinega

description: Measurement of Sulphate_corrected at Pinega
DOI: 10.48597/f7ga-r2sm
title: Measurement of Sulphate_corrected at Oak Park

description: Measurement of Sulphate_corrected at Oak Park
DOI: 10.48597/g6g2-mfvz
title: Measurement of Sulphate_corrected at La Coulonche

description: Measurement of Sulphate_corrected at La Coulonche