cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.tmem8k
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((22.49121 34.58257,24.17871 35.2169,27.06152 34.69827,28.25684 39.24587,30.64746 45.22539,22.77246 45.22539,20.1709 43.82185,17.78467 41.47566,18.97559 38.03771,21.99902 35.67515,22.49121 34.58257))",
 "HasCoordinate is true",
 "TaxonKey is Gymnocephalus cernua (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 28 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054762-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dp2smf
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((119.06105695165162 22.896906999921598,121.15498382457996 22.896906999921598,121.15498382457996 24.990833872849933,119.06105695165162 24.990833872849933,119.06105695165162 22.896906999921598))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lumnitzera racemosa Willd."
 ]
}

 The dataset includes 173 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0095448-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-66671
title: Redemption tidings, vol. 47, nos. 1-46, 7 Jan. - 30 Dec. 1971

description: [description english/roman)] Issued weekly.
DOI: 10.15468/dl.esbutq
title: Occurrence Download

description: A dataset containing 253 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parapenaeus fissuroides Crosnier, 1986"
 ]
}

 The dataset includes 253 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0128242-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-66579
title: Redemption tidings, vol. 47, nos. 1-46, 7 Jan. - 30 Dec. 1971

description: [description english/roman)] Issued weekly.
DOI: 10.15468/dl.a79m9j
title: Occurrence Download

description: A dataset containing 5573 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenocereus (A.Berger) Riccob."
 ]
}

 The dataset includes 5573 records from 153 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041117-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bf2kbq
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Primulina napoensis (Z.Yu Li) Mich.Möller & A.Weber"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0095466-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-66627
title: Redemption tidings, vol. 47, nos. 1-46, 7 Jan. - 30 Dec. 1971

description: [description english/roman)] Issued weekly.
DOI: 10.15468/dl.nk6vsx
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parapenaeus australiensis Dall, 1957"
 ]
}

 The dataset includes 89 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0128240-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7sq7rr
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Year 2005-2020",
 "TaxonKey is Stipa baicalensis Roshev."
 ]
}

 The dataset's 1 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004247-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-66467
title: Redemption tidings, vol. 47, nos. 1-46, 7 Jan. - 30 Dec. 1971

description: [description english/roman)] Issued weekly.
DOI: 10.15468/dl.2ymy7e
title: Occurrence Download

description: A dataset containing 519 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pucciniastrum pyrolae (J.F.Gmel.) J.Schröt.",
 {
 "or" : [
 "Country is United States of America",
 "Country is Canada"
 ]
 },
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 }
 ]
}

 The dataset includes 519 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127120-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-66459
title: Redemption tidings, vol. 47, nos. 1-46, 7 Jan. - 30 Dec. 1971

description: [description english/roman)] Issued weekly.
DOI: 10.15468/dl.hs8z22
title: Occurrence Download

description: A dataset containing 5849 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1953-2020",
 "Geometry POLYGON((76.35311 45.46407,121.88938 45.46407,121.88938 63.69757,76.35311 63.69757,76.35311 45.46407))",
 "HasCoordinate is true",
 "TaxonKey is Betula L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5849 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073268-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zduru4
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-86.8960868000000062 33.4864555999999993, -86.8960868000000062 33.4873589600000017, -86.8960868000000062 33.4882623199999969, -86.8960868000000062 33.4889850100000004, -86.8960868000000062 33.4900690400000016, -86.8960868000000062 33.4915144200000015, -86.8960868000000062 33.4924779999999984, -86.8948816799999975 33.4924779999999984, -86.8933149899999933 33.4924779999999984, -86.8919893199999933 33.4924779999999984, -86.8913867499999952 33.4924779999999984, -86.8900610799999953 33.4924779999999984, -86.8890367000000055 33.4924779999999984, -86.8875302999999946 33.4924779999999984, -86.8875302999999946 33.4909121800000023, -86.8875302999999946 33.4898281400000002, -86.8875302999999946 33.4887441099999990, -86.8875302999999946 33.4877805300000020, -86.8875302999999946 33.4864555999999993, -86.8886751600000053 33.4864555999999993, -86.8894585099999972 33.4864555999999993, -86.8907841700000034 33.4864555999999993, -86.8916880299999974 33.4864555999999993, -86.8932547299999953 33.4864555999999993, -86.8945803999999953 33.4864555999999993, -86.8960868000000062 33.4864555999999993))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073450-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6wdx8a
title: Occurrence Download

description: A dataset containing 168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Material citation, Specimen, Occurrence evidence)",
 "Geometry POLYGON((-131.33834 -48.1992,-28.87629 -48.1992,-28.87629 37.80681,-131.33834 37.80681,-131.33834 -48.1992))",
 "Issue is one of (Geodetic datum assumed WGS84, Coordinate reprojected)",
 "TaxonKey is Cedrela fissilis Vell.",
 "Year 1980-1990"
 ]
}

 The dataset includes 168 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085947-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-66485
title: Redemption tidings, vol. 47, nos. 1-46, 7 Jan. - 30 Dec. 1971

description: [description english/roman)] Issued weekly.
DOI: 10.15468/dl.p7vp27
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-86.8960868000000062 33.4864555999999993, -86.8960868000000062 33.4873589600000017, -86.8960868000000062 33.4882623199999969, -86.8960868000000062 33.4889850100000004, -86.8960868000000062 33.4900690400000016, -86.8960868000000062 33.4915144200000015, -86.8960868000000062 33.4924779999999984, -86.8948816799999975 33.4924779999999984, -86.8933149899999933 33.4924779999999984, -86.8919893199999933 33.4924779999999984, -86.8913867499999952 33.4924779999999984, -86.8900610799999953 33.4924779999999984, -86.8890367000000055 33.4924779999999984, -86.8875302999999946 33.4924779999999984, -86.8875302999999946 33.4909121800000023, -86.8875302999999946 33.4898281400000002, -86.8875302999999946 33.4887441099999990, -86.8875302999999946 33.4877805300000020, -86.8875302999999946 33.4864555999999993, -86.8886751600000053 33.4864555999999993, -86.8894585099999972 33.4864555999999993, -86.8907841700000034 33.4864555999999993, -86.8916880299999974 33.4864555999999993, -86.8932547299999953 33.4864555999999993, -86.8945803999999953 33.4864555999999993, -86.8960868000000062 33.4864555999999993))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073499-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fywash
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Micranthocereus streckeri Van Heek & Van Criek."
 ]
}

 The dataset includes 12 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002823-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-66481
title: Redemption tidings, vol. 47, nos. 1-46, 7 Jan. - 30 Dec. 1971

description: [description english/roman)] Issued weekly.
DOI: 10.15468/dl.txux67
title: Occurrence Download

description: A dataset containing 3385 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen)",
 "Geometry POLYGON((-55.14561 11.72734,-69.25888 14.38112,-81.08024 12.33047,-83.01026 -9.86474,-68.65575 -30.97433,-41.99736 -29.04431,-25.35094 -15.77543,-28.3666 1.59474,-55.14561 11.72734))",
 "TaxonKey is Artibeus planirostris (Spix, 1823)",
 "Year 1980-2023"
 ]
}

 The dataset includes 3385 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085945-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.njzrqf
title: Occurrence Download

description: A dataset containing 14320 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Icterus graduacauda Lesson, 1839"
 ]
}

 The dataset includes 14320 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008564-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftfkxz
title: Occurrence Download

description: A dataset containing 5854 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 Myiarchus barbirostris (Swainson, 1827)"
 ]
}

 The dataset includes 5854 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037162-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x465w3
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psallidium maxillosum (Fabricius, 1792)"
 ]
}

 The dataset includes 37 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106291-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6yp8fp
title: Occurrence Download

description: A dataset containing 335 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenocereus stellatus (Pfeiff.) Riccob."
 ]
}

 The dataset includes 335 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008564-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9c44vw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lotus pedunculatus Cav.",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130886-240321170329656/datasets/export for details.
DOI: 10.15468/dl.cz2s8w
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dracaena jayniana Wilkin & Suksathan"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037134-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9nkk4
title: Occurrence Download

description: A dataset containing 14544694 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-84.9955784699999981 32.4397895500000004, -84.9955784699999981 33.0050019199999980, -84.9955784699999981 33.2980749999999972, -84.9955784699999981 33.6330156599999981, -84.9955784699999981 34.0726252799999969, -84.9955784699999981 34.4075659499999986, -84.9955784699999981 34.8262417700000029, -84.9955784699999981 35.2449176000000008, -84.9955784699999981 35.6635934299999988, -84.9955784699999981 36.0404016800000022, -84.9955784699999981 36.3962761299999968, -84.9955784699999981 36.6474816300000015, -84.9955784699999981 37.2336277899999999, -84.9955784699999981 37.6941711999999995, -84.9955784699999981 38.0500456500000013, -84.9955784699999981 38.3640525300000022, -84.9955784699999981 38.7199269799999968, -84.9955784699999981 39.1176690200000010, -84.9955784699999981 39.6200800100000023, -84.9955784699999981 40.1015572100000028, -84.5563191100000040 40.1015572100000028, -84.0961426300000028 40.1015572100000028, -83.4895463600000056 40.1015572100000028, -82.9038671999999934 40.1015572100000028, -82.9038671999999934 39.8503517199999990, -82.9038671999999934 39.3688745099999977, -82.9038671999999934 38.8036621500000010, -82.9038671999999934 38.4896552700000001, -82.9038671999999934 37.9453766999999971, -82.9038671999999934 37.6104360300000025, -82.9038671999999934 37.2336277899999999, -82.9038671999999934 36.9614885000000015, -82.9038671999999934 36.6474816300000015, -82.9038671999999934 36.2916071699999989, -82.9038671999999934 36.0194678900000014, -82.9038671999999934 35.5798582700000026, -82.9038671999999934 35.0983810600000012, -82.9038671999999934 34.7215728199999987, -82.9038671999999934 34.2819631999999999, -82.9038671999999934 33.9051549499999965, -82.9038671999999934 33.3818101700000014, -82.9038671999999934 33.0050019199999980, -82.9038671999999934 32.4397895500000004, -83.3640436799999947 32.4397895500000004, -83.6778003699999999 32.4397895500000004, -84.1798110799999932 32.4397895500000004, -84.5144848799999977 32.4397895500000004, -84.9955784699999981 32.4397895500000004))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 14544694 records from 479 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117800-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9z9z5v
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Urophyllum melanocarpum Ridl."
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130887-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cfn2t3
title: Occurrence Download

description: A dataset containing 18384258 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is India"
 ]
}

 The dataset includes 18384258 records from 1906 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081889-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17796473
title: YamOmics database

description: This archive provides a reproducible snapshot of the YamOmics web platform (version v1.0). The file YamOmics.tar contains three main components: (i) the core web interface implemented as PHP pages, which drive the public YamOmics website; (ii) backend scripts located in the script/ directory, including data loading, ETL and maintenance utilities used to populate and update the database; and (iii) a compressed MySQL dump YamOmics_v1.0.sql.gz that stores the full relational database underlying YamOmics, including genome assemblies and annotations, transcriptome data (expression matrices), variome data (resequencing variants and related statistics), and functional annotation tables. Together, these files enable users to locally deploy, inspect, or reuse the YamOmics database and web application for reproducible analyses and further development.
DOI: 10.15468/dl.s6f5q9
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Philautus larutensis"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023572-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ed7u8
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Feihyla inexpectata"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023573-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/y8vqox
title: PAN-00161469 - rectangular Roman mirror

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00161469&lt;/p&gt;
description: Modified: 2025-09-09T16:54:51+02:00
DOI: 10.15468/dl.pbmpbv
title: Occurrence Download

description: A dataset containing 9012 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Elephas maximus)",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 9012 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023574-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bp8v2d
title: Occurrence Download

description: A dataset containing 72014 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to 34.085278",
 "DecimalLatitude is less than or equal to 39.085278",
 "DecimalLongitude is greater than or equal to 35.0",
 "DecimalLongitude is less than or equal to 40.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 72014 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023543-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/101igx
title: PAN-00164592 - wall fragment (glass vessel)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00164592&lt;/p&gt;
description: Modified: 2025-05-20T10:51:28+02:00
DOI: 10.15468/dl.w5pz4n
title: Occurrence Download

description: A dataset containing 21056 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cinnamomum burmanni, Cinnamomum camphora, Cinnamomum chartophyllum, Cinnamomum contractum, Cinnamomum foveolatum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 21056 records from 293 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023575-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18739/a27940w70
title: Radiosonde temperature and humidity profiles taken at Summit Station, Greenland, 2024

description: This data set contains profiles of temperature and humidity observed by Vaisala radiosondes that are launched nominally twice daily at Summit Station, Greenland as part of the Integrated Characterization of Energy, Clouds, Atmospheric state, and Precipitation at Summit (ICECAPS) Project and its follow-on projects ICECAPS-ACE and ICECAPS-MELT. These radiosonde measurements did not initially contain wind tracking information, but transitioned towards including wind tracking in one sonde per data starting in 7/2011, then moving to twice-daily wind sondes in 6/2014. Starting around 2020 the radiosonde program has periodically dropped to one sounding per day, with some periods of no soundings per day, based on funding limitations. The data are processed using the standard Vaisala processing software. Detailed information on these parameters and other aspects of the dataset are included in the netCDF header information for each file.