cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.jvxu9h
title: Occurrence Download

description: A dataset containing 80231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Astropanax Seem., Cussonia Thunb., Meryta J.R.Forst. & G.Forst., Neocussonia Hutch., Neopanax Allan, Plerandra A.Gray, Polyscias J.R.Forst. & G.Forst., Seemannaralia R.Vig.)",
 "HasCoordinate is true",
 {
 "not" : {
 "EstablishmentMeans" : [
 "is INTRODUCED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is INVASIVE"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is NATURALISED"
 ]
 }
 }
 ]
}

 The dataset includes 80231 records from 362 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000358-250226093636041/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mp982c
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paraprenanthes diversifolia (Vaniot) N.Kilian"
 ]
}

 The dataset includes 121 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000359-250226093636041/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wvx88w
title: Occurrence Download

description: A dataset listing the 62 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Exogone naidina Örsted, 1845, Eusyllis blomstrandi Malmgren, 1867, Eurydice pulchra Leach, 1816, Eupolymnia nebulosa (Montagu, 1819), Leodice harassii (Audouin & Milne Edwards, 1833), Eulalia bilineata (Johnston, 1840), Macroclymene santanderensis (Rioja, 1917), Euclymene palermitana (Grube, 1840), Euclymene oerstedii (Claparède, 1863), Euclymene lombricoides (Quatrefages, 1866), Eteone longa (Fabricius, 1780), Hypereteone foliosa (Quatrefages, 1865), Erinaceusyllis erinaceus (Claparède, 1863), Ericthonius punctatus (Spence Bate, 1857), Elasmopus rapax A.Costa, 1853, Echinocyamus pusillus (O.F.Müller, 1776), Ebalia tumefacta (Montagu, 1808), Dodecaceria concharum Örsted, 1843, Diogenes pugilator (Roux, 1828), Dialychone acustica Claparède, 1868, Cyathura carinata (Krøyer, 1847), Ctenodrilus serratus (Schmidt, 1857), Crassicorophium crassicorne (Bruzelius, 1859), Varicorbula gibba (Olivi, 1792), Leiochone leiopygos (Grube, 1860), Cirriformia tentaculata (Montagu, 1808), Cirratulus cirratus (O.F.Müller, 1776), Parthenina terebellum (R.A.Philippi, 1844), Cheirocratus sundevallii (Rathke, 1843), Kirkegaardia serrata (Eliason, 1962), Caulleriella alata (Southern, 1914), Caprella acanthifera Leach, 1814, Calyptraea chinensis (Linnaeus, 1758), Callista chione (Linnaeus, 1758), Bradabyssa villosa (Rathke, 1843), Bodotria scorpioides (Montagu, 1804), Bodotria arenosa Goodsir, 1843, Bittium reticulatum (da Costa, 1778), Berthella plumula (Montagu, 1803), Pista maculata (Dalyell, 1853), Ascidia conchilega Müller, 1776, Arabella iricolor (Montagu, 1804), Apseudopsis latreillii (Milne Edwards, 1828), Apseudes holthuisi Bacescu, 1961, Apohyale prevostii (H.Milne Edwards, 1830), Apherusa jurinei (H.Milne Edwards, 1830), Aphelochaeta filiformis (Keferstein, 1862), Aonides oxycephala (Sars, 1862), Anthura gracilis (Montagu, 1808), Antalis vulgaris (da Costa, 1778), Amphipholis squamata (Delle Chiaje, 1828), Apolochus neapolitanus (Della Valle, 1893), Ampharete acutifrons (Grube, 1860), Ampelisca spinipes Boeck, 1861, Ampelisca diadema (A.Costa, 1853), Ampelisca brevicornis (A.Costa, 1853), Amaeana trilobata (Sars, 1863), Alkmaria romijni Horst, 1919, Acanthocardia echinata (Linnaeus, 1758), Abra alba (W.Wood, 1802))"
 ]
}

 The dataset's 62 records were derived from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000342-250226093636041/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ye5fds
title: Occurrence Download

description: A dataset listing the 107 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Necora puber (Linnaeus, 1767), Tritia reticulata (Linnaeus, 1758), Tritia varicosa (W.Turton, 1825), Tritia incrassata (Strøm, 1768), Mysta picta (Quatrefages, 1866), Monopseudocuma gilsoni (Bacescu, 1950), Microjassa cumbrensis (Stebbing & Robertson, 1891), Microdeutopus gryllotalpa A.Costa, 1853, Metaphoxus simplex (Spence Bate, 1857), Melita palmata (Montagu, 1804), Melinna palmata Grube, 1870, Megaluropus agilis Hoek, 1889, Medicorophium runcicorne (Della Valle, 1893), Marphysa sanguinea (Montagu, 1813), Paucibranchia bellii (Audouin & Milne Edwards, 1833), Maldane sarsi Malmgren, 1865, Malacoceros fuliginosus (Claparède, 1868), Maera grossimana (Montagu, 1808), Macropodia rostrata (Linnaeus, 1761), Lysianassa pilicornis Heller, 1866, Lutraria lutraria (Linnaeus, 1758), Lumbrineris latreilli Audouin & Milne Edwards, 1833, Scoletoma fragilis (O.F.Müller, 1776), Lumbrineris coccinea (Renier, 1804), Idunella picta (Norman, 1889), Liocarcinus pusillus (Leach, 1816), Leptosynapta inhaerens (O.F.Müller, 1776), Lepton squamosum (Montagu, 1803), Leptomysis lingvura (G.O.Sars, 1866), Chondrochelia savignyi (Kroyer, 1842), Leptocheirus pectinatus (Norman, 1869), Lepidochitona cinerea (Linnaeus, 1767), Lekanesphaera monodi (Arcangeli, 1934), Lekanesphaera levii (Argano & Ponticelli, 1981), Lasaea adansoni (Gmelin, 1791), Lanice conchilega (Pallas, 1766), Laevicardium crassum (Gmelin, 1791), Psamathe fusca Johnston, 1836, Jassa marmorata Holmes, 1905, Jasmineira elegans Saint-Joseph, 1894, Iphinoe trispinosa (Goodsir, 1843), Iphinoe tenella Sars, 1878, Iphinoe serrata Norman, 1867, Peringia ulvae (Pennant, 1777), Apohyale perieri (Lucas, 1846), Hyala vitrea (Montagu, 1803), Heterotanais oerstedii (Krøyer, 1842), Heteroclymene robusta Arwidsson, 1906, Hermodice carunculata (Pallas, 1766), Hemilepton nitidum (W.Turton, 1822), Hediste diversicolor (O.F.Müller, 1776), Harpinia crenulata (Boeck, 1871), Harmothoe reticulata (Claparède, 1870), Gouldia minima (Montagu, 1803), Goniada maculata Örsted, 1843, Glycera unicornis Lamarck, 1818, Glycera tridactyla Schmarda, 1861, Glycera capitata Örsted, 1842, Glycera alba (O.F.Müller, 1776), Gattyana cirrhosa (Pallas, 1766), Gari fervensis (Gmelin, 1791), Exogone verugera (Claparède, 1868))"
 ]
}

 The dataset's 107 records were derived from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000347-250226093636041/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ku9q3a
title: Occurrence Download

description: A dataset listing the 107 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Necora puber (Linnaeus, 1767), Tritia reticulata (Linnaeus, 1758), Tritia varicosa (W.Turton, 1825), Tritia incrassata (Strøm, 1768), Mysta picta (Quatrefages, 1866), Monopseudocuma gilsoni (Bacescu, 1950), Microjassa cumbrensis (Stebbing & Robertson, 1891), Microdeutopus gryllotalpa A.Costa, 1853, Metaphoxus simplex (Spence Bate, 1857), Melita palmata (Montagu, 1804), Melinna palmata Grube, 1870, Megaluropus agilis Hoek, 1889, Medicorophium runcicorne (Della Valle, 1893), Marphysa sanguinea (Montagu, 1813), Paucibranchia bellii (Audouin & Milne Edwards, 1833), Maldane sarsi Malmgren, 1865, Malacoceros fuliginosus (Claparède, 1868), Maera grossimana (Montagu, 1808), Macropodia rostrata (Linnaeus, 1761), Lysianassa pilicornis Heller, 1866, Lutraria lutraria (Linnaeus, 1758), Lumbrineris latreilli Audouin & Milne Edwards, 1833, Scoletoma fragilis (O.F.Müller, 1776), Lumbrineris coccinea (Renier, 1804), Idunella picta (Norman, 1889), Liocarcinus pusillus (Leach, 1816), Leptosynapta inhaerens (O.F.Müller, 1776), Lepton squamosum (Montagu, 1803), Leptomysis lingvura (G.O.Sars, 1866), Chondrochelia savignyi (Kroyer, 1842), Leptocheirus pectinatus (Norman, 1869), Lepidochitona cinerea (Linnaeus, 1767), Lekanesphaera monodi (Arcangeli, 1934), Lekanesphaera levii (Argano & Ponticelli, 1981), Lasaea adansoni (Gmelin, 1791), Lanice conchilega (Pallas, 1766), Laevicardium crassum (Gmelin, 1791), Psamathe fusca Johnston, 1836, Jassa marmorata Holmes, 1905, Jasmineira elegans Saint-Joseph, 1894, Iphinoe trispinosa (Goodsir, 1843), Iphinoe tenella Sars, 1878, Iphinoe serrata Norman, 1867, Peringia ulvae (Pennant, 1777), Apohyale perieri (Lucas, 1846), Hyala vitrea (Montagu, 1803), Heterotanais oerstedii (Krøyer, 1842), Heteroclymene robusta Arwidsson, 1906, Hermodice carunculata (Pallas, 1766), Hemilepton nitidum (W.Turton, 1822), Hediste diversicolor (O.F.Müller, 1776), Harpinia crenulata (Boeck, 1871), Harmothoe reticulata (Claparède, 1870), Gouldia minima (Montagu, 1803), Goniada maculata Örsted, 1843, Glycera unicornis Lamarck, 1818, Glycera tridactyla Schmarda, 1861, Glycera capitata Örsted, 1842, Glycera alba (O.F.Müller, 1776), Gattyana cirrhosa (Pallas, 1766), Gari fervensis (Gmelin, 1791), Exogone verugera (Claparède, 1868))"
 ]
}

 The dataset's 107 records were derived from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000348-250226093636041/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4uh5xa
title: Occurrence Download

description: A dataset listing the 62 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Exogone naidina Örsted, 1845, Eusyllis blomstrandi Malmgren, 1867, Eurydice pulchra Leach, 1816, Eupolymnia nebulosa (Montagu, 1819), Leodice harassii (Audouin & Milne Edwards, 1833), Eulalia bilineata (Johnston, 1840), Macroclymene santanderensis (Rioja, 1917), Euclymene palermitana (Grube, 1840), Euclymene oerstedii (Claparède, 1863), Euclymene lombricoides (Quatrefages, 1866), Eteone longa (Fabricius, 1780), Hypereteone foliosa (Quatrefages, 1865), Erinaceusyllis erinaceus (Claparède, 1863), Ericthonius punctatus (Spence Bate, 1857), Elasmopus rapax A.Costa, 1853, Echinocyamus pusillus (O.F.Müller, 1776), Ebalia tumefacta (Montagu, 1808), Dodecaceria concharum Örsted, 1843, Diogenes pugilator (Roux, 1828), Dialychone acustica Claparède, 1868, Cyathura carinata (Krøyer, 1847), Ctenodrilus serratus (Schmidt, 1857), Crassicorophium crassicorne (Bruzelius, 1859), Varicorbula gibba (Olivi, 1792), Leiochone leiopygos (Grube, 1860), Cirriformia tentaculata (Montagu, 1808), Cirratulus cirratus (O.F.Müller, 1776), Parthenina terebellum (R.A.Philippi, 1844), Cheirocratus sundevallii (Rathke, 1843), Kirkegaardia serrata (Eliason, 1962), Caulleriella alata (Southern, 1914), Caprella acanthifera Leach, 1814, Calyptraea chinensis (Linnaeus, 1758), Callista chione (Linnaeus, 1758), Bradabyssa villosa (Rathke, 1843), Bodotria scorpioides (Montagu, 1804), Bodotria arenosa Goodsir, 1843, Bittium reticulatum (da Costa, 1778), Berthella plumula (Montagu, 1803), Pista maculata (Dalyell, 1853), Ascidia conchilega Müller, 1776, Arabella iricolor (Montagu, 1804), Apseudopsis latreillii (Milne Edwards, 1828), Apseudes holthuisi Bacescu, 1961, Apohyale prevostii (H.Milne Edwards, 1830), Apherusa jurinei (H.Milne Edwards, 1830), Aphelochaeta filiformis (Keferstein, 1862), Aonides oxycephala (Sars, 1862), Anthura gracilis (Montagu, 1808), Antalis vulgaris (da Costa, 1778), Amphipholis squamata (Delle Chiaje, 1828), Apolochus neapolitanus (Della Valle, 1893), Ampharete acutifrons (Grube, 1860), Ampelisca spinipes Boeck, 1861, Ampelisca diadema (A.Costa, 1853), Ampelisca brevicornis (A.Costa, 1853), Amaeana trilobata (Sars, 1863), Alkmaria romijni Horst, 1919, Acanthocardia echinata (Linnaeus, 1758), Abra alba (W.Wood, 1802))"
 ]
}

 The dataset's 62 records were derived from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000346-250226093636041/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cpqg9q
title: Occurrence Download

description: A dataset containing 17131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "TaxonKey is Pterodroma hasitata (Kuhl, 1820)"
 ]
}

 The dataset includes 17131 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022503-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17028/rd.lboro.28497584.v1
title: Supplementary information files for "Entry limiting agreements: First-mover advantage, authorized generics, and pay-for-delay deals"

description: Supplementary files for article "Entry limiting agreements: First-mover advantage, authorized generics, and pay-for-delay deals"<br><br>During patent litigation, pay-for-delay (P4D) deals involve a payment from a patent holder of a branded drug to a generic drug manufacturer to delay entry and withdraw the patent challenge. In return for staying out of the market, the generic firm receives a payment, and/or an authorized licensed entry at a later date, but before the patent expiration. We examine why such deals are stable when there are multiple potential entrants. We combine the first-mover advantage for the first generic with the ability of the branded manufacturer to launch an authorized generic (AG) to show when P4D deals are an equilibrium outcome. We further show that limiting a branded firm's ability to launch an AG before entry by a successful challenger will deter such deals. However, removing exclusivity period for the first generic challenger will not.<br>© The Authors, CC BY 4.0
DOI: 10.17028/rd.lboro.28497584
title: Supplementary information files for "Entry limiting agreements: First-mover advantage, authorized generics, and pay-for-delay deals"

description: Supplementary files for article "Entry limiting agreements: First-mover advantage, authorized generics, and pay-for-delay deals"<br><br>During patent litigation, pay-for-delay (P4D) deals involve a payment from a patent holder of a branded drug to a generic drug manufacturer to delay entry and withdraw the patent challenge. In return for staying out of the market, the generic firm receives a payment, and/or an authorized licensed entry at a later date, but before the patent expiration. We examine why such deals are stable when there are multiple potential entrants. We combine the first-mover advantage for the first generic with the ability of the branded manufacturer to launch an authorized generic (AG) to show when P4D deals are an equilibrium outcome. We further show that limiting a branded firm's ability to launch an AG before entry by a successful challenger will deter such deals. However, removing exclusivity period for the first generic challenger will not.<br>© The Authors, CC BY 4.0
DOI: 10.15468/dl.ezqvfs
title: Occurrence Download

description: A dataset containing 19762673 records in GBIF matching the query:
SELECT catalognumber, scientificname, publishingorgkey, institutioncode, datasetkey, gbifid, decimallatitude, decimallongitude, 
 recordedby, identifiedby, eventdate, kingdomkey, phylumkey, classkey, orderkey, familykey, genuskey, subgenuskey, specieskey
 FROM occurrence WHERE
 kingdomkey = 1 AND phylumkey NOT IN (54, 44) 
 AND taxonomicstatus = 'ACCEPTED' //newly added 12Feb2025
 AND hascoordinate = 1
 AND hasgeospatialissues = 0
 AND specieskey IS NOT NULL
 AND occurrencestatus = 'PRESENT'
 -- AND (
 -- basisofrecord = 'HUMAN_OBSERVATION'
 -- OR basisofrecord = 'MACHINE_OBSERVATION'
 -- OR basisofrecord = 'OCCURRENCE'
 -- OR basisofrecord = 'LIVING_SPECIMEN'
 -- OR basisofrecord = 'MATERIAL_SAMPLE'
 -- )
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE') AND datasetkey NOT IN ('040c5662-da76-4782-a48e-cdea1892d14c') 

 The dataset's 19762673 records were derived from 6427 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000344-250226093636041/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/9qa9-nkzq-0w06
title: M2HATS: ISS PurpleAir Aerosol Products. Version 1.0

description: PurpleAir aerosol measurements collected during the Multi-point Monin-Obukhov similarity horizontal array turbulence study (M2HATS). Sensors were mounted on the 10m surface meteorology tower and on the ISFS array.
DOI: 10.5281/zenodo.17287036
title: Learning Domain-Robust Bioacoustic Representations for Mosquito Species Classification with Contrastive Learning and Distribution Alignment

description: We utilize mosquito audio datasets recorded in four different countries and multiple regions to create a multi-domain mosquito dataset comprising of eight species: An Arabiensis,Culex Pipiens, Ae Aegypti, An Funestus, An Squamosus, An coustani, Ma Uniformis, Ma Africanus, Ae Albopictus. The first seven species are from the HumBug dataset [1] recorded in Tanzania, denoted as Domain 1 (D1), comprising 37688 audio clips, totalling about 20.94 hours. The Kasetsart dataset (denoted D2) of Ae Albopictus recorded in Thailand, which is part of the HumBug project [5], contains 655 audio clips, totalling about 0.37 hours. The UFRGS dataset [10] (denoted as D3) of male and female mosquito Ae Aegypti and Ae Albopictus recorded in Brazil contains 16727 audio clips with a total duration of about 9.30 hours. The Abuzz dataset [9] (denoted as D4) of mosquito An Arabiensis, Culex Pipiens, Ae Aegypti, and Ae Albopictus recorded in the USA contains 5054 audio clips with a total duration of about 2.81 hours. The total duration of the four-domain MSC dataset used in this paper is 33.42 hours. Fig. 3 shows the distribution of wingbeat frequencies for the 8 mosquito species used in this paper, from audio clips randomly selected from the dataset. In our experiments, the duration of training, validation, and test sets is 23.46, 4.26, and 5.70 hours, respectively.

 

For more details, please see the paper. https://arxiv.org/pdf/2510.00346 

 

all_species_labels = ['an arabiensis', 'culex pipiens complex', 'ae aegypti', 'an funestus ss', 'an squamosus', 'an coustani', 'ma uniformis',  'aedes albopictus']
DOI: 10.5281/zenodo.17287037
title: Learning Domain-Robust Bioacoustic Representations for Mosquito Species Classification with Contrastive Learning and Distribution Alignment

description: We utilize mosquito audio datasets recorded in four different countries and multiple regions to create a multi-domain mosquito dataset comprising of eight species: An Arabiensis,Culex Pipiens, Ae Aegypti, An Funestus, An Squamosus, An coustani, Ma Uniformis, Ma Africanus, Ae Albopictus. The first seven species are from the HumBug dataset [1] recorded in Tanzania, denoted as Domain 1 (D1), comprising 37688 audio clips, totalling about 20.94 hours. The Kasetsart dataset (denoted D2) of Ae Albopictus recorded in Thailand, which is part of the HumBug project [5], contains 655 audio clips, totalling about 0.37 hours. The UFRGS dataset [10] (denoted as D3) of male and female mosquito Ae Aegypti and Ae Albopictus recorded in Brazil contains 16727 audio clips with a total duration of about 9.30 hours. The Abuzz dataset [9] (denoted as D4) of mosquito An Arabiensis, Culex Pipiens, Ae Aegypti, and Ae Albopictus recorded in the USA contains 5054 audio clips with a total duration of about 2.81 hours. The total duration of the four-domain MSC dataset used in this paper is 33.42 hours. Fig. 3 shows the distribution of wingbeat frequencies for the 8 mosquito species used in this paper, from audio clips randomly selected from the dataset. In our experiments, the duration of training, validation, and test sets is 23.46, 4.26, and 5.70 hours, respectively.

 

For more details, please see the paper. https://arxiv.org/pdf/2510.00346 

 

all_species_labels = ['an arabiensis', 'culex pipiens complex', 'ae aegypti', 'an funestus ss', 'an squamosus', 'an coustani', 'ma uniformis',  'aedes albopictus']
DOI: 10.26023/wkm7-hncf-fx0b
title: M2HATS: ISS Radiosonde Profiles. Version 1.0

description: Vaisala MW41 radiosonde profiles launched during the Multi-point Monin-Obukhov similarity Horizontal Array Turbulence Study (study). Descending profiles are included with *dsc* in the filename to distinguish from ascending profiles.
DOI: 10.6084/m9.figshare.30296377
title: Average nucleotide identity analysis results for <i>H. thermoluteolus</i> KS0102

description: Average nucleotide identity analysis results for <i>H. thermoluteolus</i> KS0102
DOI: 10.6084/m9.figshare.30296377.v1
title: Average nucleotide identity analysis results for <i>H. thermoluteolus</i> KS0102

description: Average nucleotide identity analysis results for <i>H. thermoluteolus</i> KS0102
DOI: 10.26023/bzdg-w9qg-km0b
title: SWEX: Twin Otter Doppler Wind Lidar (TODWL) Wind Profiles. Version 1.0

description: TODWL Wind Profiles collected onboard the CIRPAS Twin Otter during the SWEX (Sundowner Wind EXperiment) campaign from 1 April to 11 May 2022, in ASCII format.
DOI: 10.26023/a8ab-49dz-zj0w
title: PERiLS_2023: SMART-R1 Radar Data. Version 0.1 [PRELIMINARY]

description: Observations from the University of Oklahoma SMART-R1 (Shared Mobile Atmospheric Research and Teaching Radar 1) mobile polarimetric Doppler radar that was deployed at locations around the southeastern United States for the five PERiLS_2023 deployments.
DOI: 10.26023/2286-1446-jv0e
title: M2HATS: NCAR MPD data. Version 1.0

description: MicroPulse Differential Absorption Lidar (MPD) data in NetCDF format which were collected during the Multi-point Monin-Obukhov similarity horizontal array turbulence study (M2HATS). Two MPDs (MPD 2 and 3) were deployed to Nevada, USA, for this field project. Denoised data from MPD 3 is linked as a companion dataset in the "Related Links" section below.