cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15686790
title: SAR Images over the Baltic and North Sea

description: This Dataset contains SAR (amplitude) data over the regions of Fehmarn (Baltic Sea) and Cuxhaven (North Sea).

the Data for Fehmarn is available over the span of the year 2020 with a temporal resolution of 6 days, whereas Cuxhaven is available between 2016 and 2023 with a temporal resolution of 6 -12 days.

Each region has its own folder. Each folder contains the following three files:



patches.hdf5

full_images.hdf5


full_images.hdf5 contain the SAR data over the whole corresponding region, as well as a binary coastline mask. patches.hdf5 is the processed dataset into 7x7 patches for each pixel that lies within the coastline. See our Paper for more details on our data processing pipeline.

Along with the data, there is a small python script, which demonstrates how to read the data and also provides some additional information about the data.
DOI: 10.5281/zenodo.15686791
title: SAR Images over the Baltic and North Sea

description: This Dataset contains SAR (amplitude) data over the regions of Fehmarn (Baltic Sea) and Cuxhaven (North Sea).

the Data for Fehmarn is available over the span of the year 2020 with a temporal resolution of 6 days, whereas Cuxhaven is available between 2016 and 2023 with a temporal resolution of 6 -12 days.

Each region has its own folder. Each folder contains the following three files:



patches.hdf5

full_images.hdf5


full_images.hdf5 contain the SAR data over the whole corresponding region, as well as a binary coastline mask. patches.hdf5 is the processed dataset into 7x7 patches for each pixel that lies within the coastline. See our Paper for more details on our data processing pipeline.

Along with the data, there is a small python script, which demonstrates how to read the data and also provides some additional information about the data.
DOI: 10.15468/dl.gxgvnn
title: Occurrence Download

description: A dataset containing 39953232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "License is CC-BY 4.0",
 "Month is December",
 "Year 1000-2019"
 ]
}

 The dataset includes 39953232 records from 1519 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073642-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3nnt9
title: Occurrence Download

description: A dataset containing 516762 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "StateProvince is Michigan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 516762 records from 300 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004936-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9szm86
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anisodontea racemosa (E.Mey. ex Harv.) D.M.Bates"
 ]
}

 The dataset includes 16 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009676-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3swwan
title: Occurrence Download

description: A dataset containing 266674 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "not" : {
 "PublishingCountry" : [
 "is Norway"
 ]
 }
 },
 "Country is Svalbard and Jan Mayen"
 ]
}

 The dataset includes 266674 records from 548 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0344457-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.69ullz
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Antarctic Krill occurrence data from Spanish RV \"Fruela\""
 ]
}

 The dataset includes 25 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004939-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zyndf9
title: Occurrence Download

description: A dataset containing 31053 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Melica ciliata L., Melica cupani Guss., Melica minor Hack. ex Boiss., Melica minuta L., Melica ciliata L., Melica nutans L., Melica picta K.Koch, Melica rectiflora Boiss. & Heldr., Melica ciliata L., Melica transsilvanica Schur)",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "DatasetKey is one of (Pl@ntNet automatically identified occurrences, Pl@ntNet observations, iNaturalist Research-grade Observations, Observation.org, Nature data from around the World, naturgucker, Artportalen (Swedish Species Observation System), Norwegian Species Observation Service, Programme d'observation naturaliste participative avec l'application mobile INPN Espèces - Application INPN Espèces: Observations naturalistes, participatives et opportunistes, fondées sur des photographies, Species recordings from the Danish National portal Arter.dk, Lajitietokeskus/FinBIF - Notebook, general observations, Vascular plant records verified via iRecord, iRecord Surveys)",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 500",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 31053 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070062-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qpsfx9
title: Occurrence Download

description: A dataset containing 204 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Osmia submicans Morawitz, 1870"
 ]
}

 The dataset includes 204 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133301-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.buzh4o
title: Occurrence Download

description: A dataset containing 964 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyathea divergens Kunze"
 ]
}

 The dataset includes 964 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004943-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2qrjha
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alchemilla lithophila Juz.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070144-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n95zhp
title: Occurrence Download

description: A dataset containing 5012 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Digitalización y sistematización de las colecciones biológicas del INECOL (Hongos)"
 ]
}

 The dataset includes 5012 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0134680-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9gf77q
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Herbario COFC de la Universidad de Córdoba: colección general de plantas vasculares",
 "Issue is Coordinate invalid",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 74 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009287-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.trpksa
title: Occurrence Download

description: A dataset containing 496 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arenaria pungens Clemente ex Lag."
 ]
}

 The dataset includes 496 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013178-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dywckq
title: Occurrence Download

description: A dataset containing 483 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Carcinoscorpius rotundicauda (Latreille, 1802)"
 ]
}

 The dataset includes 483 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042856-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.89s9ce
title: Occurrence Download

description: A dataset containing 885 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is China",
 "Country is Chinese Taipei",
 "Country is Hong Kong",
 "Country is Macao"
 ]
 },
 "TaxonKey is Lepidium virginicum L."
 ]
}

 The dataset includes 885 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0344459-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ainlvn
title: Occurrence Download

description: A dataset containing 54714 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Gruiformes"
 ]
}

 The dataset includes 54714 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009288-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4u5x3z
title: Occurrence Download

description: A dataset containing 83803 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Melilotus siculus (Turra) Steud., Melilotus neapolitanus Ten., Melilotus officinalis (L.) Lam., Melilotus segetalis (Brot.) Ser., Melilotus sulcatus Desf., Melilotus wolgicus Poir., Melissa officinalis L., Melissa officinalis subsp. officinalis, Melissa officinalis subsp. officinalis, Melittis melissophyllum L.)",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "DatasetKey is one of (Pl@ntNet automatically identified occurrences, Pl@ntNet observations, iNaturalist Research-grade Observations, Observation.org, Nature data from around the World, naturgucker, Artportalen (Swedish Species Observation System), Norwegian Species Observation Service, Programme d'observation naturaliste participative avec l'application mobile INPN Espèces - Application INPN Espèces: Observations naturalistes, participatives et opportunistes, fondées sur des photographies, Species recordings from the Danish National portal Arter.dk, Lajitietokeskus/FinBIF - Notebook, general observations, Vascular plant records verified via iRecord, iRecord Surveys)",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 500",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 83803 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070067-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gv6tnr
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Xenostrongylus deyrollei Jacquelin DuVal, 1860)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042857-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5tkkah
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alsodes verrucosus (Philippi, 1902)"
 ]
}

 The dataset includes 63 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111454-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3zqnsk
title: Occurrence Download

description: A dataset containing 551 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendropsophus bipunctatus (Spix, 1824)"
 ]
}

 The dataset includes 551 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009285-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xey747
title: Occurrence Download

description: A dataset containing 1368 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 9.59592533177726",
 "DecimalLongitude is less than 9.59898488496165",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 1368 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009662-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4jm8gt
title: Occurrence Download

description: A dataset containing 28689 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-10.74023 33.09082,50.15039 33.09082,50.15039 61.84863,-10.74023 61.84863,-10.74023 33.09082))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepomis gibbosus (Linnaeus, 1758)"
 ]
}

 The dataset includes 28689 records from 191 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0347832-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.txjj8h
title: Occurrence Download

description: A dataset containing 38993 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Anseriformes"
 ]
}

 The dataset includes 38993 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009291-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vc4e4k
title: Occurrence Download

description: A dataset containing 726 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anisodontea scabrosa (L.) D.M.Bates"
 ]
}

 The dataset includes 726 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009685-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mahknv
title: Occurrence Download

description: A dataset containing 11909 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "Geometry POLYGON((138.93311 32.5005,140.97656 32.5005,140.97656 36.43012,138.93311 36.43012,138.93311 32.5005))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Passer montanus (Linnaeus, 1758)",
 "Year 1970-2020"
 ]
}

 The dataset includes 11909 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0119103-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t12wv8
title: Occurrence Download

description: A dataset containing 1851 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Zoological Museum Amsterdam, University of Amsterdam (NL) - Pisces_Types"
 ]
}

 The dataset includes 1851 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009296-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.th65eh
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anaphalis barnesii C.E.C.Fisch."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009721-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.df8eyw
title: Occurrence Download

description: A dataset containing 1619 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aellopos Hübner"
 ]
}

 The dataset includes 1619 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102015-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ofmpqx
title: Occurrence Download

description: A dataset containing 7508 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Kenya Wildlife Service, Laikipia Samburu Aerial Census, 2008"
 ]
}

 The dataset includes 7508 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009304-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7bydhj
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cryptocarya parinarioides A.C.Sm."
 ]
}

 The dataset includes 15 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011795-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfunzx
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Ocotea amazonica (Meisn.) Mez"
 ]
}

 The dataset includes 25 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0131077-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oxmhno
title: Occurrence Download

description: A dataset containing 45431 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Coraciiformes"
 ]
}

 The dataset includes 45431 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009290-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zbzxpg
title: Occurrence Download

description: A dataset containing 1050 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alchemilla hirsuticaulis H.Lindb.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1050 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070070-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjvydw
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynorta sigillata Roewer, 1912"
 ]
}

 The dataset includes 103 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111457-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xydjmz
title: Occurrence Download

description: A dataset containing 36236 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Tinamiformes"
 ]
}

 The dataset includes 36236 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009293-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.juc7k3
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sceptridium ternatum (Thunb.) Lyon"
 ]
}

 The dataset includes 84 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072923-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avad9h
title: Occurrence Download

description: A dataset containing 53120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Australian Museum provider for OZCAM",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 53120 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0131076-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wlvlhb
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "TaxonKey is Erigeron scopulinus G.L.Nesom & V.D.Roth",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009315-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.