cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.rfj5ax
title: Occurrence Download

description: A dataset containing 12653 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kenya",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February)",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year is 2013"
 ]
}

 The dataset includes 12653 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172055-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10465437
title: SDO 2H Machine Learning Dataset
title: SDO-2H-ML

description: This dataset provides a compact Machine Learning ready dataset of SDO EUV and HMI medium-resolution  (1024x1024 pixels) images, for a total of 56,664 samples from May 14, 2010, to April 18, 2023, with a temporal cadence of 2 hours.

EUV images are provided at the following wavelength : 1600A, 304A, 211A, 193A, 171A and 94A.They are processed from the level 1.5 AIA-synoptic dataset (http://jsoc.stanford.edu/data/aia/synoptic/) and are successively:



corrected for instrument degradation

normalised by exposure time

log-transformed (x->log(1+x)), symetrically on positive and negative values

saturated to the 99.9 percentile maximum pixel value of the dataset, up to 2020*, for each channel

linearly scaled between 0 and 255, converted to 8bit integers and compressed as jpegs


The HMI are retrieved from JSOC from the level 1.5 45-second line-of-sight serie and are successively :



downscaled to 1024x1024 pixels

standardized to a 2.4 arcec-to-pixel resolution (equal to the EUV images)

aligned with the EUV images

log-transformed (x->log(1+x))

saturated to the 99.9 percentile maximum pixel value of the dataset, up to 2020* 

linearly scaled between 0 and 255, with 127 representig original null values, 0 and 255 respecivelly the negative and positive saturation value (approximately 4644G before log-transformation)

converted to 8bit integers and compressed as jpegs


Downscaled and cropped images (224x448) used in Francisco et al., 2023 are aso provided in pcnn_images.zip

*The percentile values are computed on the pixels joint distribution using all sample from 2010 to 2019-12 included, so that the period starting from 2020-01 can be used as a completely independant test set.Original exposure and instrument degradation corrected values can be retrieved using the saturation values provided belows. Althought the JPEG encoding results in the loss of small scale information, the dataset processing preserve the physical intensity of the original inputs so that the provided compressed images can efficiently be used to estimate large and medium-scale physical features.




HMI / BLOS
±4644 G


1600
9,360 DN


304
44,488 DN


171
29,599 DN


193
81,139 DN


211
8,179 DN


94
6,099 DN
DOI: 10.15468/dl.uvf7f3
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Indigofera kaessneri Baker f."
 ]
}

 The dataset includes 22 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0253189-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvc6ff
title: Occurrence Download

description: A dataset containing 705 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corynorhinus townsendii australis Handley, 1955"
 ]
}

 The dataset includes 705 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239921-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vye4f4
title: Occurrence Download

description: A dataset containing 8688 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kenya",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February)",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year is 2012"
 ]
}

 The dataset includes 8688 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172054-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m7jqhe
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((134.51589 34.63552,134.51756 34.64454,134.51198 34.64821,134.51666 34.65053,134.51876 34.65041,134.51819 34.65232,134.51894 34.65434,134.50314 34.65082,134.50225 34.64833,134.5013 34.64358,134.51589 34.63552))"
 ]
}

 The dataset includes 26 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172060-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvfwvx
title: Occurrence Download

description: A dataset containing 40754 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Kenya, Uganda, Tanzania, United Republic of, Burundi, Rwanda, Ethiopia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rubiaceae"
 ]
}

 The dataset includes 40754 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262206-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11058906
title: FRACTESUS_SCK CEN_73WUnirr_KJC_-95_58-5A3

description: Fractesus project. Fracture test mini-CT.  Raw data 73W. SCK CEN.
DOI: 10.5281/zenodo.11058907
title: FRACTESUS_SCK CEN_73WUnirr_KJC_-95_58-5A3

description: Fractesus project. Fracture test mini-CT.  Raw data 73W. SCK CEN.
DOI: 10.15468/dl.4avz7w
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nemophora staudingerella (Christoph, 1881)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 69 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197713-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2aptub
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-499.0",
 "Country is India",
 "Geometry POLYGON((65.84842 4.22985,91.39051 4.22985,91.39051 24.89301,65.84842 24.89301,65.84842 4.22985))",
 "HasGeospatialIssue is false",
 "TaxonKey is Craspedocephalus malabaricus (Jerdon, 1854)"
 ]
}

 The dataset includes 128 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262218-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11058914
title: FRACTESUS_SCK CEN_73WUnirr_KJC_-95_58-5A5

description: Fractesus project. Fracture test mini-CT.  Raw data 73W. SCK CEN.
DOI: 10.5281/zenodo.11058915
title: FRACTESUS_SCK CEN_73WUnirr_KJC_-95_58-5A5

description: Fractesus project. Fracture test mini-CT.  Raw data 73W. SCK CEN.
DOI: 10.15468/dl.3q8zsb
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea horsfalliae Hook.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197706-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qzspqn
title: Occurrence Download

description: A dataset containing 10151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crassocephalum crepidioides (Benth.) S.Moore",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 10151 records from 240 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262209-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8m8g78
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apamea commixta (Butler, 1881)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197719-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fbgvpp
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Exochaenium wildemanianum (Boutique) Kissling"
 ]
}

 The dataset includes 20 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122133-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11058926
title: FRACTESUS_SCK CEN_73WUnirr_KJC_-95_58-5B2

description: Fractesus project. Fracture test mini-CT.  Raw data 73W. SCK CEN.
DOI: 10.5281/zenodo.11058927
title: FRACTESUS_SCK CEN_73WUnirr_KJC_-95_58-5B2

description: Fractesus project. Fracture test mini-CT.  Raw data 73W. SCK CEN.
DOI: 10.15468/dl.mxbr39
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geometra glaucaria Ménétriés, 1859",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 57 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197707-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z48ypu
title: Occurrence Download

description: A dataset containing 694 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mesoplodon europaeus (Gervais, 1855)"
 ]
}

 The dataset includes 694 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0286715-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tudbx3
title: Occurrence Download

description: A dataset containing 3057 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhopalus maculatus (Fieber, 1837)"
 ]
}

 The dataset includes 3057 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0204105-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wy2ssx
title: Occurrence Download

description: A dataset containing 1487 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Puma concolor (Linnaeus, 1771)"
 ]
}

 The dataset includes 1487 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0286718-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k4cmpd
title: Occurrence Download

description: A dataset containing 15896 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pseudochorthippus montanus (Charpentier, 1825)"
 ]
}

 The dataset includes 15896 records from 127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0204103-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.972ksx
title: Occurrence Download

description: A dataset containing 186 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyprinodon variegatus variegatus"
 ]
}

 The dataset includes 186 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0286693-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9eskp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Indigofera hinanensis H.T.Tsai & T.F.Yu"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0253179-230224095556074/datasets/export for details.
DOI: 10.15468/dl.dbyznd
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptodesmia microphylla (Thunb.) H.Ohashi & K.Ohashi",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0207273-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8cnsz5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cybaeus hibaensis Ihara, 1994",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222676-220831081235567/datasets/export for details.
DOI: 10.15468/dl.psmpzm
title: Occurrence Download

description: A dataset containing 193833 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Festuca arundinacea Schreb."
 ]
}

 The dataset includes 193833 records from 1165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006690-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ryxw3c
title: Occurrence Download

description: A dataset containing 3554 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melanerpes hypopolius (Wagler, 1829)"
 ]
}

 The dataset includes 3554 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000258-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5pujrx
title: Occurrence Download

description: A dataset containing 11198 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vaccaria hispanica (Mill.) Rauschert"
 ]
}

 The dataset includes 11198 records from 335 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010422-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a3xqw4
title: Occurrence Download

description: A dataset containing 130094 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is China",
 {
 "or" : [
 "PublishingOrg is ae447c50-b8a8-11d8-92a4-b8a03c50a862",
 "PublishingOrg is 90fd6680-349f-11d8-aa2d-b8a03c50a862",
 "PublishingOrg is 485ff490-e3b7-11db-9acc-b8a03c50a862"
 ]
 },
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 130094 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000243-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.phhv7x
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acer yangbiense Y.S.Chen & Q.E.Yang"
 ]
}

 The dataset includes 8 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232884-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ejcjs5
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bidens sharpii (Sherff) Melchert"
 ]
}

 The dataset includes 141 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052923-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qc3ckf
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Holcoglossum rupestre (Hand.-Mazz.) Garay"
 ]
}

 The dataset includes 23 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232916-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iku3fi
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 {
 "or" : [
 "Country is Nicaragua",
 "Country is Costa Rica",
 "Country is Honduras",
 "Country is El Salvador"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Leptodeira nigrofasciata Günther, 1868",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 24 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000250-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2nbcaj
title: Occurrence Download

description: A dataset containing 1683 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Helianthus giganteus L."
 ]
}

 The dataset includes 1683 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073321-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3yqzc
title: Occurrence Download

description: A dataset containing 89738 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is CardObs : Observations naturalistes issues de l'outil CardObs-Données naturalistes de Thomas GAILLARD"
 ]
}

 The dataset includes 89738 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232892-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8hnecg
title: Occurrence Download

description: A dataset containing 5488 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 Heterospingus xanthopygius (P.L.Sclater, 1855)"
 ]
}

 The dataset includes 5488 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052914-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.auklg7
title: Occurrence Download

description: A dataset containing 11910 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melanerpes pygmaeus (Ridgway, 1885)"
 ]
}

 The dataset includes 11910 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000259-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77fq47
title: Occurrence Download

description: A dataset containing 1177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Bombycilla garrulus (Linnaeus, 1758)",
 "Year 2011-2018"
 ]
}

 The dataset includes 1177 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241310-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cm7sts
title: Occurrence Download

description: A dataset containing 1850 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nephelium lappaceum L."
 ]
}

 The dataset includes 1850 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052917-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umdksd
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Celeus flavus subflavus P.L.Sclater & Salvin, 1877",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009323-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ks7o4
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "HasCoordinate is true",
 "TaxonKey is Phoenicoparrus andinus (Philippi, 1854)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 149 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000255-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.